From a8f1575fdf80bd362462b66b575b339cd6e4695c Mon Sep 17 00:00:00 2001
From: aaTman <mandelbaum.taylor@gmail.com>
Date: Thu, 15 Jan 2026 16:26:35 +0000
Subject: [PATCH 1/3] remove cases top level of yaml and fix code to handle
 this

---
 src/extremeweatherbench/cases.py         |    9 +-
 src/extremeweatherbench/data/events.yaml | 8089 +++++++++++-----------
 2 files changed, 4051 insertions(+), 4047 deletions(-)

diff --git a/src/extremeweatherbench/cases.py b/src/extremeweatherbench/cases.py
index 1c10c7bf..de8454bd 100644
--- a/src/extremeweatherbench/cases.py
+++ b/src/extremeweatherbench/cases.py
@@ -195,7 +195,7 @@ def build_case_operators(
     return case_operators
 
 
-def load_individual_cases(cases: dict[str, list]) -> IndividualCaseCollection:
+def load_individual_cases(cases: Union[dict[str, list], list]) -> IndividualCaseCollection:
     """Load IndividualCase metadata from a dictionary.
 
     Args:
@@ -204,6 +204,11 @@ def load_individual_cases(cases: dict[str, list]) -> IndividualCaseCollection:
     Returns:
         A collection of IndividualCase objects.
     """
+    assert isinstance(cases, dict) or isinstance(cases, list), "cases must be a dictionary or a list."
+    
+    # if cases is a list, convert to a dictionary for dacite.from_dict
+    if isinstance(cases, list):
+        cases = {"cases": cases}
     case_metadata_collection = dacite.from_dict(
         data_class=IndividualCaseCollection,
         data=cases,
@@ -267,7 +272,7 @@ def load_ewb_events_yaml_into_case_collection() -> IndividualCaseCollection:
     return load_individual_cases(yaml_event_case)
 
 
-def read_incoming_yaml(input_pth: Union[str, pathlib.Path]) -> dict:
+def read_incoming_yaml(input_pth: Union[str, pathlib.Path]):
     """Read events yaml from data into a dictionary.
 
     This function is a wrapper around yaml.safe_load that reads the yaml file directly.
diff --git a/src/extremeweatherbench/data/events.yaml b/src/extremeweatherbench/data/events.yaml
index ac219b01..e1486e95 100644
--- a/src/extremeweatherbench/data/events.yaml
+++ b/src/extremeweatherbench/data/events.yaml
@@ -1,4045 +1,4044 @@
-cases:
-  - case_id_number: 1
-    title: 2021 Pacific Northwest
-    start_date: 2021-06-20 00:00:00
-    end_date: 2021-07-03 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 33.25
-        latitude_max: 68.0
-        longitude_min: 215.25
-        longitude_max: 256.0
-    event_type: heat_wave
-  - case_id_number: 2
-    title: 2022 Upper Midwest
-    start_date: 2022-05-07 00:00:00
-    end_date: 2022-05-17 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 19.5
-        latitude_max: 48.25
-        longitude_min: 252.0
-        longitude_max: 276.75
-    event_type: heat_wave
-  - case_id_number: 3
-    title: 2022 California
-    start_date: 2022-06-07 00:00:00
-    end_date: 2022-06-15 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 23.75
-        latitude_max: 44.5
-        longitude_min: 235.75
-        longitude_max: 266.25
-    event_type: heat_wave
-  - case_id_number: 4
-    title: 2022 Texas
-    start_date: 2022-06-30 00:00:00
-    end_date: 2022-07-18 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 20.5
-        latitude_max: 43.25
-        longitude_min: 254.75
-        longitude_max: 275.5
-    event_type: heat_wave
-  - case_id_number: 5
-    title: 2023 Pacific Northwest
-    start_date: 2023-05-10 00:00:00
-    end_date: 2023-05-23 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 35.25
-        latitude_max: 72.0
-        longitude_min: 219.25
-        longitude_max: 262.0
-    event_type: heat_wave
-  - case_id_number: 6
-    title: 2022 Mid-Atlantic
-    start_date: 2022-05-17 00:00:00
-    end_date: 2022-05-24 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 31.0
-        latitude_max: 42.25
-        longitude_min: 277.0
-        longitude_max: 287.75
-    event_type: heat_wave
-  - case_id_number: 7
-    title: 2023 Australia
-    start_date: 2023-11-18 00:00:00
-    end_date: 2023-11-28 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -35.0
-        latitude_max: -20.0
-        longitude_min: 113.5
-        longitude_max: 120.25
-    event_type: heat_wave
-  - case_id_number: 8
-    title: 2023 Ireland
-    start_date: 2023-09-02 00:00:00
-    end_date: 2023-09-13 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 40.75
-        latitude_max: 67.5
-        longitude_min: -9.75
-        longitude_max: 16.75
-    event_type: heat_wave
-  - case_id_number: 9
-    title: 2023 Italy
-    start_date: 2023-07-07 00:00:00
-    end_date: 2023-07-27 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 17.5
-        latitude_max: 52.25
-        longitude_min: -12.0
-        longitude_max: 32.75
-    event_type: heat_wave
-  - case_id_number: 10
-    title: 2023 SW Europe
-    start_date: 2023-08-17 00:00:00
-    end_date: 2023-08-28 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 36.0
-        latitude_max: 56.75
-        longitude_min: -9.25
-        longitude_max: 20.75
-    event_type: heat_wave
-  - case_id_number: 11
-    title: 2023 South America
-    start_date: 2023-07-29 00:00:00
-    end_date: 2023-08-04 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -44.25
-        latitude_max: -20.25
-        longitude_min: 285.75
-        longitude_max: 308.0
-    event_type: heat_wave
-  - case_id_number: 12
-    title: 2023 China (Shanghai)
-    start_date: 2023-05-24 00:00:00
-    end_date: 2023-06-01 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 16.75
-        latitude_max: 35.25
-        longitude_min: 99.0
-        longitude_max: 122.0
-    event_type: heat_wave
-  - case_id_number: 13
-    title: 2023 China (Yunnan Province)
-    start_date: 2023-04-14 00:00:00
-    end_date: 2023-04-23 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 12.75
-        latitude_max: 43.5
-        longitude_min: 92.25
-        longitude_max: 121.0
-    event_type: heat_wave
-  - case_id_number: 14
-    title: 2023 Algeria
-    start_date: 2023-07-05 00:00:00
-    end_date: 2023-07-27 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 16.25
-        latitude_max: 51.0
-        longitude_min: -17.0
-        longitude_max: 27.5
-    event_type: heat_wave
-  - case_id_number: 15
-    title: 2023 Iberian Peninsula
-    start_date: 2023-04-22 00:00:00
-    end_date: 2023-05-01 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 22.75
-        latitude_max: 46.75
-        longitude_min: -15.75
-        longitude_max: 8.75
-    event_type: heat_wave
-  - case_id_number: 16
-    title: 2023 Southeast Asia
-    start_date: 2023-04-16 00:00:00
-    end_date: 2023-04-22 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 6.0
-        latitude_max: 41.0
-        longitude_min: 84.0
-        longitude_max: 123.75
-    event_type: heat_wave
-  - case_id_number: 17
-    title: 2023 India
-    start_date: 2023-02-15 00:00:00
-    end_date: 2023-03-01 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 22.25
-        latitude_max: 53.0
-        longitude_min: 56.75
-        longitude_max: 101.5
-    event_type: heat_wave
-  - case_id_number: 18
-    title: 2021 Western Russia
-    start_date: 2021-06-18 00:00:00
-    end_date: 2021-06-30 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 35.5
-        latitude_max: 65.75
-        longitude_min: 13.25
-        longitude_max: 60.0
-    event_type: heat_wave
-  - case_id_number: 19
-    title: 2022 Germany
-    start_date: 2022-12-23 00:00:00
-    end_date: 2022-12-31 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 36.25
-        latitude_max: 56.25
-        longitude_min: -3.0
-        longitude_max: 21.75
-    event_type: heat_wave
-  - case_id_number: 20
-    title: 2022 UK (August)
-    start_date: 2022-08-08 00:00:00
-    end_date: 2022-08-16 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 39.25
-        latitude_max: 56.0
-        longitude_min: -9.75
-        longitude_max: 8.25
-    event_type: heat_wave
-  - case_id_number: 21
-    title: 2022 UK (July)
-    start_date: 2022-07-15 00:00:00
-    end_date: 2022-07-23 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 37.25
-        latitude_max: 58.0
-        longitude_min: -9.75
-        longitude_max: 8.25
-    event_type: heat_wave
-  - case_id_number: 22
-    title: 2022 France
-    start_date: 2022-06-09 00:00:00
-    end_date: 2022-06-21 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 29.0
-        latitude_max: 51.75
-        longitude_min: -9.75
-        longitude_max: 12.75
-    event_type: heat_wave
-  - case_id_number: 23
-    title: 2022 Japan
-    start_date: 2022-06-20 00:00:00
-    end_date: 2022-07-05 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 31.25
-        latitude_max: 46.0
-        longitude_min: 125.25
-        longitude_max: 145.25
-    event_type: heat_wave
-  - case_id_number: 24
-    title: 2022 India
-    start_date: 2022-04-24 00:00:00
-    end_date: 2022-05-04 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 18.0
-        latitude_max: 52.75
-        longitude_min: 58.0
-        longitude_max: 78.75
-    event_type: heat_wave
-  - case_id_number: 25
-    title: 2022 East Antarctica
-    start_date: 2022-03-12 00:00:00
-    end_date: 2022-03-26 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -85.5
-        latitude_max: -65.5
-        longitude_min: 99.0
-        longitude_max: 147.75
-    event_type: heat_wave
-  - case_id_number: 26
-    title: 2022 West Australia
-    start_date: 2022-01-15 00:00:00
-    end_date: 2022-01-25 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -35.0
-        latitude_max: -27.5
-        longitude_min: 114.25
-        longitude_max: 119.75
-    event_type: heat_wave
-  - case_id_number: 27
-    title: 2021 Canada Plains
-    start_date: 2021-05-30 00:00:00
-    end_date: 2021-06-09 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 38.5
-        latitude_max: 59.5
-        longitude_min: 238.0
-        longitude_max: 272.75
-    event_type: heat_wave
-  - case_id_number: 28
-    title: 2021 New Zealand
-    start_date: 2021-01-12 18:00:00
-    end_date: 2021-01-18 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -46.5
-        latitude_max: -40.75
-        longitude_min: 167.5
-        longitude_max: 175.25
-    event_type: heat_wave
-  - case_id_number: 29
-    title: 2020 Australia
-    start_date: 2020-11-25 00:00:00
-    end_date: 2020-12-01 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -36.75
-        latitude_max: -17.5
-        longitude_min: 126.5
-        longitude_max: 152.5
-    event_type: heat_wave
-  - case_id_number: 30
-    title: 2021 Texas
-    start_date: 2021-02-10 12:00:00
-    end_date: 2021-02-22 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.0
-        latitude_max: 54.75
-        longitude_min: 250.0
-        longitude_max: 278.75
-    event_type: freeze
-  - case_id_number: 31
-    title: 2022 Arkansas
-    start_date: 2022-02-17 18:00:00
-    end_date: 2022-03-01 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.25
-        latitude_max: 59.0
-        longitude_min: 243.25
-        longitude_max: 272.0
-    event_type: freeze
-  - case_id_number: 32
-    title: 2023 Germany
-    start_date: 2023-12-02 06:00:00
-    end_date: 2023-12-08 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 44.25
-        latitude_max: 68.5
-        longitude_min: 7.25
-        longitude_max: 22.0
-    event_type: freeze
-  - case_id_number: 33
-    title: 2023 China
-    start_date: 2023-12-15 06:00:00
-    end_date: 2023-12-26 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 14.75
-        latitude_max: 55.5
-        longitude_min: 101.0
-        longitude_max: 141.75
-    event_type: freeze
-  - case_id_number: 34
-    title: 2023 Afghanistan
-    start_date: 2023-01-11 06:00:00
-    end_date: 2023-01-28 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 22.25
-        latitude_max: 49.0
-        longitude_min: 50.75
-        longitude_max: 85.5
-    event_type: freeze
-  - case_id_number: 35
-    title: 2022 Colorado
-    start_date: 2022-04-06 00:00:00
-    end_date: 2022-04-16 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 35.25
-        latitude_max: 64.0
-        longitude_min: 236.75
-        longitude_max: 261.5
-    event_type: freeze
-  - case_id_number: 36
-    title: July 2024 South Dakota
-    start_date: 2024-07-13 12:00:00
-    end_date: 2024-07-14 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 38.25
-        latitude_max: 58.5
-        longitude_min: 240.86
-        longitude_max: 285.64
-    event_type: severe_convection
-  - case_id_number: 37
-    title: July 2024 Chicago
-    start_date: 2024-07-14 12:00:00
-    end_date: 2024-07-16 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 30.0
-        latitude_max: 57.75
-        longitude_min: 243.74
-        longitude_max: 289.69
-    event_type: severe_convection
-  - case_id_number: 38
-    title: July 2024 New York
-    start_date: 2024-07-16 12:00:00
-    end_date: 2024-07-17 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 31.0
-        latitude_max: 49.0
-        longitude_min: 274.31
-        longitude_max: 293.44
-    event_type: severe_convection
-  - case_id_number: 39
-    title: May 2024 Wisconsin
-    start_date: 2024-05-18 12:00:00
-    end_date: 2024-05-19 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 36.5
-        latitude_max: 55.5
-        longitude_min: 258.01
-        longitude_max: 277.99
-    event_type: severe_convection
-  - case_id_number: 40
-    title: May 2024 Kansas
-    start_date: 2024-05-19 12:00:00
-    end_date: 2024-05-20 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 30.0
-        latitude_max: 51.0
-        longitude_min: 250.79
-        longitude_max: 276.46
-    event_type: severe_convection
-  - case_id_number: 41
-    title: May 2024 Iowa + Nebraska
-    start_date: 2024-05-20 12:00:00
-    end_date: 2024-05-21 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 33.5
-        latitude_max: 49.25
-        longitude_min: 250.0
-        longitude_max: 282.75
-    event_type: severe_convection
-  - case_id_number: 42
-    title: May 2024 Iowa + Wisconsin
-    start_date: 2024-05-21 12:00:00
-    end_date: 2024-05-22 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 26.75
-        latitude_max: 55.75
-        longitude_min: 254.25
-        longitude_max: 278.25
-    event_type: severe_convection
-  - case_id_number: 43
-    title: May 2024 Texas
-    start_date: 2024-05-22 12:00:00
-    end_date: 2024-05-23 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.75
-        latitude_max: 50.0
-        longitude_min: 252.9
-        longitude_max: 291.35
-    event_type: severe_convection
-  - case_id_number: 44
-    title: May 2024 Iowa + Nebraska 2
-    start_date: 2024-05-23 12:00:00
-    end_date: 2024-05-24 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.75
-        latitude_max: 51.5
-        longitude_min: 251.62
-        longitude_max: 281.13
-    event_type: severe_convection
-  - case_id_number: 45
-    title: April 2024 Oklahoma
-    start_date: 2024-04-25 12:00:00
-    end_date: 2024-04-29 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.25
-        latitude_max: 50.75
-        longitude_min: 242.87
-        longitude_max: 282.12
-    event_type: severe_convection
-  - case_id_number: 46
-    title: April 2024 Midwest
-    start_date: 2024-04-02 12:00:00
-    end_date: 2024-04-03 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 26.0
-        latitude_max: 46.0
-        longitude_min: 262.72
-        longitude_max: 284.78
-    event_type: severe_convection
-  - case_id_number: 47
-    title: April 2024 Great Plains + Midwest
-    start_date: 2024-04-01 12:00:00
-    end_date: 2024-04-02 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.25
-        latitude_max: 45.5
-        longitude_min: 254.5
-        longitude_max: 281.0
-    event_type: severe_convection
-  - case_id_number: 48
-    title: March 2024 Midwest
-    start_date: 2024-03-14 12:00:00
-    end_date: 2024-03-15 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 26.75
-        latitude_max: 46.75
-        longitude_min: 254.69
-        longitude_max: 284.81
-    event_type: severe_convection
-  - case_id_number: 49
-    title: February 2024 Midwest
-    start_date: 2024-02-27 12:00:00
-    end_date: 2024-02-28 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.25
-        latitude_max: 48.75
-        longitude_min: 263.54
-        longitude_max: 285.21
-    event_type: severe_convection
-  - case_id_number: 50
-    title: January 2024 Southeast
-    start_date: 2024-01-08 12:00:00
-    end_date: 2024-01-10 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 23.25
-        latitude_max: 40.25
-        longitude_min: 257.62
-        longitude_max: 287.9
-    event_type: severe_convection
-  - case_id_number: 51
-    title: December 2023 South
-    start_date: 2023-12-09 12:00:00
-    end_date: 2023-12-10 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.0
-        latitude_max: 42.5
-        longitude_min: 259.79
-        longitude_max: 280.96
-    event_type: severe_convection
-  - case_id_number: 52
-    title: August 2023 East Coast
-    start_date: 2023-08-07 12:00:00
-    end_date: 2023-08-08 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 27.0
-        latitude_max: 47.75
-        longitude_min: 243.17
-        longitude_max: 269.83
-    event_type: severe_convection
-  - case_id_number: 53
-    title: August 2023 Minnesota
-    start_date: 2023-08-11 12:00:00
-    end_date: 2023-08-12 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.5
-        latitude_max: 51.75
-        longitude_min: 256.96
-        longitude_max: 281.79
-    event_type: severe_convection
-  - case_id_number: 54
-    title: July 2023 Midwest
-    start_date: 2023-07-02 12:00:00
-    end_date: 2023-07-03 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 29.0
-        latitude_max: 46.75
-        longitude_min: 264.15
-        longitude_max: 289.85
-    event_type: severe_convection
-  - case_id_number: 55
-    title: July 2023 Midwest 2
-    start_date: 2023-07-01 12:00:00
-    end_date: 2023-07-02 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 39.25
-        latitude_max: 59.75
-        longitude_min: 239.53
-        longitude_max: 265.97
-    event_type: severe_convection
-  - case_id_number: 56
-    title: June 2023 Midwest
-    start_date: 2023-06-30 12:00:00
-    end_date: 2023-07-01 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 30.75
-        latitude_max: 45.0
-        longitude_min: 248.9
-        longitude_max: 279.6
-    event_type: severe_convection
-  - case_id_number: 57
-    title: June 2023 Front Range & Texas
-    start_date: 2023-06-21 12:00:00
-    end_date: 2023-06-22 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.5
-        latitude_max: 50.25
-        longitude_min: 248.4
-        longitude_max: 266.35
-    event_type: severe_convection
-  - case_id_number: 58
-    title: June 2023 Great Plains
-    start_date: 2023-06-23 12:00:00
-    end_date: 2023-06-24 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.5
-        latitude_max: 52.5
-        longitude_min: 242.12
-        longitude_max: 271.88
-    event_type: severe_convection
-  - case_id_number: 59
-    title: June 2023 Iowa + Minnesota
-    start_date: 2023-06-24 12:00:00
-    end_date: 2023-06-25 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 34.25
-        latitude_max: 53.0
-        longitude_min: 255.64
-        longitude_max: 275.11
-    event_type: severe_convection
-  - case_id_number: 60
-    title: June 2023 South + Midwest
-    start_date: 2023-06-25 12:00:00
-    end_date: 2023-06-26 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 27.25
-        latitude_max: 50.0
-        longitude_min: 259.62
-        longitude_max: 288.88
-    event_type: severe_convection
-  - case_id_number: 61
-    title: June 2023 East Coast
-    start_date: 2023-06-26 12:00:00
-    end_date: 2023-06-27 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 29.25
-        latitude_max: 49.5
-        longitude_min: 272.34
-        longitude_max: 292.91
-    event_type: severe_convection
-  - case_id_number: 62
-    title: June 2023 Midwest + Great Plains
-    start_date: 2023-06-29 12:00:00
-    end_date: 2023-06-30 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.5
-        latitude_max: 50.5
-        longitude_min: 248.64
-        longitude_max: 279.36
-    event_type: severe_convection
-  - case_id_number: 63
-    title: June 2023 Southeast
-    start_date: 2023-06-14 12:00:00
-    end_date: 2023-06-15 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.5
-        latitude_max: 41.75
-        longitude_min: 257.55
-        longitude_max: 283.7
-    event_type: severe_convection
-  - case_id_number: 64
-    title: June 2023 OK + TX + South
-    start_date: 2023-06-15 12:00:00
-    end_date: 2023-06-16 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.0
-        latitude_max: 48.0
-        longitude_min: 251.7
-        longitude_max: 284.55
-    event_type: severe_convection
-  - case_id_number: 65
-    title: June 2023 South & Mid-Atlantic
-    start_date: 2023-06-16 12:00:00
-    end_date: 2023-06-17 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.75
-        latitude_max: 45.25
-        longitude_min: 254.5
-        longitude_max: 290.5
-    event_type: severe_convection
-  - case_id_number: 66
-    title: June 2023 Great Plains + South
-    start_date: 2023-06-17 12:00:00
-    end_date: 2023-06-18 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.25
-        latitude_max: 46.5
-        longitude_min: 250.22
-        longitude_max: 279.78
-    event_type: severe_convection
-  - case_id_number: 67
-    title: May 2023 Great Plains
-    start_date: 2023-05-10 12:00:00
-    end_date: 2023-05-11 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 26.75
-        latitude_max: 55.5
-        longitude_min: 248.76
-        longitude_max: 275.74
-    event_type: severe_convection
-  - case_id_number: 68
-    title: May 2023 Great Plains + South
-    start_date: 2023-05-11 12:00:00
-    end_date: 2023-05-12 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 23.75
-        latitude_max: 47.25
-        longitude_min: 251.98
-        longitude_max: 283.77
-    event_type: severe_convection
-  - case_id_number: 69
-    title: May 2023 Nebraska
-    start_date: 2023-05-12 12:00:00
-    end_date: 2023-05-13 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 26.75
-        latitude_max: 47.75
-        longitude_min: 254.17
-        longitude_max: 270.58
-    event_type: severe_convection
-  - case_id_number: 70
-    title: May 2024 Texas
-    start_date: 2024-05-25 00:00:00
-    end_date: 2024-05-31 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.75
-        latitude_max: 32.25
-        longitude_min: 254.25
-        longitude_max: 277.0
-    event_type: heat_wave
-  - case_id_number: 71
-    title: June 2024 Northeast US
-    start_date: 2024-06-17 00:00:00
-    end_date: 2024-06-23 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 37.0
-        latitude_max: 50.75
-        longitude_min: 272.0
-        longitude_max: 307.25
-    event_type: heat_wave
-  - case_id_number: 72
-    title: July 2024 Southwest US
-    start_date: 2024-07-04 00:00:00
-    end_date: 2024-07-10 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 30.0
-        latitude_max: 42.75
-        longitude_min: 235.5
-        longitude_max: 248.75
-    event_type: heat_wave
-  - case_id_number: 73
-    title: July 2024 Northeast US
-    start_date: 2024-07-07 00:00:00
-    end_date: 2024-07-13 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 35.75
-        latitude_max: 47.5
-        longitude_min: 281.0
-        longitude_max: 300.0
-    event_type: heat_wave
-  - case_id_number: 74
-    title: July 2024 Mid-Atlantic US
-    start_date: 2024-07-15 00:00:00
-    end_date: 2024-07-21 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 35.25
-        latitude_max: 44.75
-        longitude_min: 280.0
-        longitude_max: 292.75
-    event_type: heat_wave
-  - case_id_number: 75
-    title: August 2024 Midwest US
-    start_date: 2024-08-25 00:00:00
-    end_date: 2024-08-31 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 36.0
-        latitude_max: 46.25
-        longitude_min: 265.5
-        longitude_max: 278.25
-    event_type: heat_wave
-  - case_id_number: 76
-    title: July 2024 Antarctica
-    start_date: 2024-07-01 00:00:00
-    end_date: 2024-07-31 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -90.0
-        latitude_max: -68.75
-        longitude_min: -9.5
-        longitude_max: 39.5
-    event_type: heat_wave
-  - case_id_number: 77
-    title: August 2024 Canada
-    start_date: 2024-08-09 00:00:00
-    end_date: 2024-08-15 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 54.5
-        latitude_max: 73.5
-        longitude_min: 231.5
-        longitude_max: 272.5
-    event_type: heat_wave
-  - case_id_number: 78
-    title: August 2024 Australia
-    start_date: 2024-08-22 00:00:00
-    end_date: 2024-08-30 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -32.5
-        latitude_max: -9.5
-        longitude_min: 116.25
-        longitude_max: 144.5
-    event_type: heat_wave
-  - case_id_number: 79
-    title: July/August 2024 Japan
-    start_date: 2024-07-25 00:00:00
-    end_date: 2024-08-05 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 31.25
-        latitude_max: 43.0
-        longitude_min: 123.0
-        longitude_max: 142.75
-    event_type: heat_wave
-  - case_id_number: 80
-    title: June 2024 Saudi Arabia
-    start_date: 2024-06-16 00:00:00
-    end_date: 2024-06-22 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 19.0
-        latitude_max: 35.0
-        longitude_min: 30.0
-        longitude_max: 54.0
-    event_type: heat_wave
-  - case_id_number: 81
-    title: August 2024 Europe
-    start_date: 2024-08-10 00:00:00
-    end_date: 2024-08-16 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 35.5
-        latitude_max: 55.25
-        longitude_min: 0.0
-        longitude_max: 25.75
-    event_type: heat_wave
-  - case_id_number: 82
-    title: July 2024 Ukraine
-    start_date: 2024-07-12 00:00:00
-    end_date: 2024-07-18 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 40.0
-        latitude_max: 56.75
-        longitude_min: 14.25
-        longitude_max: 45.0
-    event_type: heat_wave
-  - case_id_number: 83
-    title: June 2024 Europe
-    start_date: 2024-06-20 00:00:00
-    end_date: 2024-06-30 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 45.5
-        latitude_max: 63.25
-        longitude_min: -4.0
-        longitude_max: 25.75
-    event_type: heat_wave
-  - case_id_number: 84
-    title: May 2024 Central Mexico
-    start_date: 2024-05-23 00:00:00
-    end_date: 2024-05-31 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 7.25
-        latitude_max: 29.75
-        longitude_min: 252.5
-        longitude_max: 283.25
-    event_type: heat_wave
-  - case_id_number: 85
-    title: May 2024 Pakistan/India
-    start_date: 2024-05-23 00:00:00
-    end_date: 2024-05-31 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 23.5
-        latitude_max: 42.5
-        longitude_min: 71.5
-        longitude_max: 98.5
-    event_type: heat_wave
-  - case_id_number: 86
-    title: August 2023 Chile
-    start_date: 2023-08-01 00:00:00
-    end_date: 2023-08-07 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -37.25
-        latitude_max: -19.0
-        longitude_min: 288.5
-        longitude_max: 305.75
-    event_type: heat_wave
-  - case_id_number: 87
-    title: January 2024 Pacific Northwest
-    start_date: 2024-01-11 12:00:00
-    end_date: 2024-01-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 41.25
-        latitude_max: 66.0
-        longitude_min: 221.25
-        longitude_max: 262.0
-    event_type: freeze
-  - case_id_number: 88
-    title: April 2022 Nevada
-    start_date: 2022-04-11 18:00:00
-    end_date: 2022-04-17 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 36.5
-        latitude_max: 65.25
-        longitude_min: 225.75
-        longitude_max: 268.5
-    event_type: freeze
-  - case_id_number: 89
-    title: February/March 2021 New England
-    start_date: 2021-03-04 18:00:00
-    end_date: 2021-03-10 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 38.5
-        latitude_max: 47.0
-        longitude_min: 283.25
-        longitude_max: 291.5
-    event_type: freeze
-  - case_id_number: 90
-    title: January 2024 Northern Europe
-    start_date: 2024-01-01 06:00:00
-    end_date: 2024-01-09 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 51.25
-        latitude_max: 70.5
-        longitude_min: 5.25
-        longitude_max: 42.5
-    event_type: freeze
-  - case_id_number: 91
-    title: December 2022 Europe
-    start_date: 2022-12-10 06:00:00
-    end_date: 2022-12-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 46.25
-        latitude_max: 70.75
-        longitude_min: -9.75
-        longitude_max: 25.75
-    event_type: freeze
-  - case_id_number: 92
-    title: April 2024 Europe
-    start_date: 2024-04-16 12:00:00
-    end_date: 2024-04-27 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 40.5
-        latitude_max: 71.0
-        longitude_min: -4.0
-        longitude_max: 26.75
-    event_type: freeze
-  - case_id_number: 93
-    title: January 2023 North China
-    start_date: 2024-01-20 00:00:00
-    end_date: 2024-02-04 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 38.25
-        latitude_max: 47.0
-        longitude_min: 118.0
-        longitude_max: 130.75
-    event_type: freeze
-  - case_id_number: 94
-    title: April 2024 Sweden
-    start_date: 2024-04-02 00:00:00
-    end_date: 2024-04-08 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 58.25
-        latitude_max: 71.0
-        longitude_min: 8.25
-        longitude_max: 31.0
-    event_type: freeze
-  - case_id_number: 95
-    title: November 2024 West Coast US
-    start_date: 2024-11-20 00:00:00
-    end_date: 2024-11-22 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 27.8
-        latitude_max: 54.2
-        longitude_min: 222.4
-        longitude_max: 245.3
-    event_type: atmospheric_river
-  - case_id_number: 96
-    title: October 2024 British Columbia
-    start_date: 2024-10-18 00:00:00
-    end_date: 2024-10-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 56.0
-        longitude_min: 217.3
-        longitude_max: 247.0
-    event_type: atmospheric_river
-  - case_id_number: 97
-    title: September 2024 SW Alaska and British Columbia
-    start_date: 2024-09-22 00:00:00
-    end_date: 2024-09-24 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 37.8
-        latitude_max: 62.2
-        longitude_min: 212.1
-        longitude_max: 247.9
-    event_type: atmospheric_river
-  - case_id_number: 98
-    title: October 2024 Bosnia
-    start_date: 2024-10-03 00:00:00
-    end_date: 2024-10-05 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 34.8
-        latitude_max: 50.5
-        longitude_min: 8.2
-        longitude_max: 27.8
-    event_type: atmospheric_river
-  - case_id_number: 99
-    title: April 2024 Eastern Australia
-    start_date: 2024-04-05 00:00:00
-    end_date: 2024-04-06 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -45.2
-        latitude_max: -17.8
-        longitude_min: 139.7
-        longitude_max: 163.1
-    event_type: atmospheric_river
-  - case_id_number: 100
-    title: April 2024 Persian Gulf
-    start_date: 2024-04-14 00:00:00
-    end_date: 2024-04-18 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 16.8
-        latitude_max: 31.2
-        longitude_min: 45.6
-        longitude_max: 65.4
-    event_type: atmospheric_river
-  - case_id_number: 101
-    title: February 2024 Pacific Northwest
-    start_date: 2024-02-28 00:00:00
-    end_date: 2024-03-04 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 35.8
-        latitude_max: 51.2
-        longitude_min: 227.1
-        longitude_max: 240.9
-    event_type: atmospheric_river
-  - case_id_number: 102
-    title: February 2024 California
-    start_date: 2024-02-18 00:00:00
-    end_date: 2024-02-21 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.8
-        latitude_max: 49.2
-        longitude_min: 227.5
-        longitude_max: 243.3
-    event_type: atmospheric_river
-  - case_id_number: 103
-    title: February 2024 California
-    start_date: 2024-02-03 00:00:00
-    end_date: 2024-02-06 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.8
-        latitude_max: 49.2
-        longitude_min: 227.5
-        longitude_max: 252.5
-    event_type: atmospheric_river
-  - case_id_number: 104
-    title: January 2024 Alaska to California
-    start_date: 2024-01-26 00:00:00
-    end_date: 2024-02-03 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.8
-        latitude_max: 62.5
-        longitude_min: 202.5
-        longitude_max: 249.3
-    event_type: atmospheric_river
-  - case_id_number: 105
-    title: January 2024 California and Arizona
-    start_date: 2024-01-22 00:00:00
-    end_date: 2024-01-23 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.8
-        latitude_max: 45.2
-        longitude_min: 232.5
-        longitude_max: 249.5
-    event_type: atmospheric_river
-  - case_id_number: 106
-    title: December 2023 East Coast Cyclone
-    start_date: 2023-12-17 00:00:00
-    end_date: 2023-12-19 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 17.8
-        latitude_max: 52.2
-        longitude_min: 267.6
-        longitude_max: 302.4
-    event_type: atmospheric_river
-  - case_id_number: 107
-    title: June 2023 Northwest Cloudband
-    start_date: 2023-06-25 00:00:00
-    end_date: 2023-06-28 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -35.2
-        latitude_max: -7.8
-        longitude_min: 113.6
-        longitude_max: 147.7
-    event_type: atmospheric_river
-  - case_id_number: 108
-    title: April 2023 Middle East
-    start_date: 2023-04-01 00:00:00
-    end_date: 2023-05-01 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 17.5
-        latitude_max: 40.2
-        longitude_min: 22.6
-        longitude_max: 55.1
-    event_type: atmospheric_river
-  - case_id_number: 109
-    title: March 2023 California and Arizona
-    start_date: 2023-03-09 00:00:00
-    end_date: 2023-03-15 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.8
-        latitude_max: 45.2
-        longitude_min: 232.5
-        longitude_max: 252.5
-    event_type: atmospheric_river
-  - case_id_number: 110
-    title: March 2023 California
-    start_date: 2023-03-09 00:00:00
-    end_date: 2023-03-16 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.8
-        latitude_max: 46.2
-        longitude_min: 227.5
-        longitude_max: 252.5
-    event_type: atmospheric_river
-  - case_id_number: 111
-    title: February 2023 Pacific Northwest
-    start_date: 2023-02-17 00:00:00
-    end_date: 2023-02-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 41.3
-        latitude_max: 55.7
-        longitude_min: 226.9
-        longitude_max: 240.8
-    event_type: atmospheric_river
-  - case_id_number: 112
-    title: January 2023 California
-    start_date: 2023-01-04 00:00:00
-    end_date: 2023-01-10 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.8
-        latitude_max: 49.2
-        longitude_min: 227.5
-        longitude_max: 252.5
-    event_type: atmospheric_river
-  - case_id_number: 113
-    title: December 2022 California
-    start_date: 2022-12-26 00:00:00
-    end_date: 2023-01-02 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.0
-        latitude_max: 56.2
-        longitude_min: 220.0
-        longitude_max: 252.8
-    event_type: atmospheric_river
-  - case_id_number: 114
-    title: December 2022 Oregon and California
-    start_date: 2022-12-09 00:00:00
-    end_date: 2022-12-13 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 29.3
-        latitude_max: 50.0
-        longitude_min: 227.4
-        longitude_max: 243.6
-    event_type: atmospheric_river
-  - case_id_number: 115
-    title: November 2022 - December 2022 California
-    start_date: 2022-11-29 00:00:00
-    end_date: 2022-12-06 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 27.3
-        latitude_max: 42.2
-        longitude_min: 227.4
-        longitude_max: 243.3
-    event_type: atmospheric_river
-  - case_id_number: 116
-    title: October 2022 Victoria
-    start_date: 2022-10-13 00:00:00
-    end_date: 2022-10-14 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -53.2
-        latitude_max: -20.0
-        longitude_min: 116.4
-        longitude_max: 166.6
-    event_type: atmospheric_river
-  - case_id_number: 117
-    title: October 2022 Victoria
-    start_date: 2022-10-30 00:00:00
-    end_date: 2022-10-31 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -53.2
-        latitude_max: -13.8
-        longitude_min: 116.4
-        longitude_max: 166.6
-    event_type: atmospheric_river
-  - case_id_number: 118
-    title: November 2022 California
-    start_date: 2022-11-07 00:00:00
-    end_date: 2022-11-09 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 33.0
-        latitude_max: 49.2
-        longitude_min: 227.2
-        longitude_max: 247.8
-    event_type: atmospheric_river
-  - case_id_number: 119
-    title: November 2022 Pacific Northwest
-    start_date: 2022-11-03 00:00:00
-    end_date: 2022-11-06 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 33.0
-        latitude_max: 54.5
-        longitude_min: 227.2
-        longitude_max: 247.8
-    event_type: atmospheric_river
-  - case_id_number: 120
-    title: August 2022 Japan
-    start_date: 2022-08-01 00:00:00
-    end_date: 2022-09-01 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 27.8
-        latitude_max: 52.2
-        longitude_min: 122.4
-        longitude_max: 152.6
-    event_type: atmospheric_river
-  - case_id_number: 121
-    title: June 2022 Pacific Northwest, Wyoming, and Montana
-    start_date: 2022-06-09 00:00:00
-    end_date: 2022-06-13 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 57.2
-        longitude_min: 227.3
-        longitude_max: 262.7
-    event_type: atmospheric_river
-  - case_id_number: 122
-    title: March 2022 East Antarctica
-    start_date: 2022-03-15 00:00:00
-    end_date: 2022-03-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -71.0
-        latitude_max: -62.8
-        longitude_min: 101.3
-        longitude_max: 146.9
-    event_type: atmospheric_river
-  - case_id_number: 123
-    title: February 2022 Southeast QLD / Northern NSW
-    start_date: 2022-02-26 00:00:00
-    end_date: 2022-03-01 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -37.2
-        latitude_max: -17.8
-        longitude_min: 142.3
-        longitude_max: 162.7
-    event_type: atmospheric_river
-  - case_id_number: 124
-    title: February 2022 Pacific Northwest
-    start_date: 2022-02-26 00:00:00
-    end_date: 2022-03-03 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 34.8
-        latitude_max: 55.7
-        longitude_min: 227.2
-        longitude_max: 247.3
-    event_type: atmospheric_river
-  - case_id_number: 125
-    title: January 2022 Norway and Sweden
-    start_date: 2022-01-14 00:00:00
-    end_date: 2022-01-15 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 50.8
-        latitude_max: 72.2
-        longitude_min: 356.3
-        longitude_max: 28.7
-    event_type: atmospheric_river
-  - case_id_number: 126
-    title: January 2022 Colorado
-    start_date: 2022-01-04 00:00:00
-    end_date: 2022-01-08 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 29.8
-        latitude_max: 39.2
-        longitude_min: 251.3
-        longitude_max: 265.7
-    event_type: atmospheric_river
-  - case_id_number: 127
-    title: January 2022 Pacific Northwest
-    start_date: 2022-01-02 00:00:00
-    end_date: 2022-01-09 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 57.2
-        longitude_min: 227.3
-        longitude_max: 245.7
-    event_type: atmospheric_river
-  - case_id_number: 128
-    title: December 2021 - January 2022 Western US
-    start_date: 2021-12-22 00:00:00
-    end_date: 2022-01-02 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.8
-        latitude_max: 50.0
-        longitude_min: 227.5
-        longitude_max: 262.5
-    event_type: atmospheric_river
-  - case_id_number: 129
-    title: December 2021 Pacific NW
-    start_date: 2021-12-10 00:00:00
-    end_date: 2021-12-15 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 53.5
-        longitude_min: 227.3
-        longitude_max: 243.7
-    event_type: atmospheric_river
-  - case_id_number: 130
-    title: November 2021 Pacific Northwest
-    start_date: 2021-11-10 00:00:00
-    end_date: 2021-11-17 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 56.2
-        longitude_min: 227.3
-        longitude_max: 257.7
-    event_type: atmospheric_river
-  - case_id_number: 131
-    title: October 2021 California
-    start_date: 2021-10-19 00:00:00
-    end_date: 2021-10-27 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 26.3
-        latitude_max: 49.2
-        longitude_min: 227.4
-        longitude_max: 251.1
-    event_type: atmospheric_river
-  - case_id_number: 132
-    title: September 2021 Pacific Northwest
-    start_date: 2021-09-16 00:00:00
-    end_date: 2021-09-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 33.5
-        latitude_max: 57.2
-        longitude_min: 227.2
-        longitude_max: 257.8
-    event_type: atmospheric_river
-  - case_id_number: 133
-    title: June 2021 Bloomington Indiana
-    start_date: 2021-06-18 00:00:00
-    end_date: 2021-06-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 31.8
-        latitude_max: 47.2
-        longitude_min: 265.3
-        longitude_max: 281.7
-    event_type: atmospheric_river
-  - case_id_number: 134
-    title: June 2021 Alaska Trans-Pacific
-    start_date: 2021-06-24 00:00:00
-    end_date: 2021-06-27 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 47.8
-        latitude_max: 63.7
-        longitude_min: 181.5
-        longitude_max: 238.5
-    event_type: atmospheric_river
-  - case_id_number: 135
-    title: March 2021 Sydney
-    start_date: 2021-03-17 00:00:00
-    end_date: 2021-03-25 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -41.2
-        latitude_max: -25.8
-        longitude_min: 142.1
-        longitude_max: 159.9
-    event_type: atmospheric_river
-  - case_id_number: 136
-    title: February 2021 Pacific Northwest
-    start_date: 2021-02-21 00:00:00
-    end_date: 2021-02-24 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 34.5
-        latitude_max: 56.2
-        longitude_min: 227.2
-        longitude_max: 241.3
-    event_type: atmospheric_river
-  - case_id_number: 137
-    title: January 2021 Pacific NW
-    start_date: 2021-01-11 00:00:00
-    end_date: 2021-01-14 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 56.2
-        longitude_min: 227.3
-        longitude_max: 252.0
-    event_type: atmospheric_river
-  - case_id_number: 138
-    title: January 2021 Pacific Northwest
-    start_date: 2021-01-01 00:00:00
-    end_date: 2021-01-08 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 56.2
-        longitude_min: 227.3
-        longitude_max: 241.7
-    event_type: atmospheric_river
-  - case_id_number: 139
-    title: December 2020 Pacific Northwest
-    start_date: 2020-12-17 00:00:00
-    end_date: 2020-12-23 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 55.5
-        longitude_min: 227.3
-        longitude_max: 247.0
-    event_type: atmospheric_river
-  - case_id_number: 140
-    title: December 2020 Western US
-    start_date: 2020-12-11 00:00:00
-    end_date: 2020-12-18 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 30.0
-        latitude_max: 55.5
-        longitude_min: 227.3
-        longitude_max: 246.9
-    event_type: atmospheric_river
-  - case_id_number: 141
-    title: December 2020 Alaska
-    start_date: 2020-12-01 00:00:00
-    end_date: 2020-12-05 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 47.8
-        latitude_max: 63.2
-        longitude_min: 191.5
-        longitude_max: 238.5
-    event_type: atmospheric_river
-  - case_id_number: 142
-    title: November 2020 Western US
-    start_date: 2020-11-16 00:00:00
-    end_date: 2020-11-19 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 28.8
-        latitude_max: 54.7
-        longitude_min: 227.4
-        longitude_max: 243.9
-    event_type: atmospheric_river
-  - case_id_number: 143
-    title: October 2020 Western Alps
-    start_date: 2020-10-02 00:00:00
-    end_date: 2020-10-04 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 36.8
-        latitude_max: 54.2
-        longitude_min: 357.1
-        longitude_max: 16.9
-    event_type: atmospheric_river
-  - case_id_number: 144
-    title: September 2020 Pacific Northwest
-    start_date: 2020-09-23 00:00:00
-    end_date: 2020-09-28 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 34.8
-        latitude_max: 57.2
-        longitude_min: 227.2
-        longitude_max: 257.8
-    event_type: atmospheric_river
-  - case_id_number: 145
-    title: September 2020 Pacific Northwest
-    start_date: 2020-09-14 00:00:00
-    end_date: 2020-09-19 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 53.5
-        longitude_min: 227.3
-        longitude_max: 240.5
-    event_type: atmospheric_river
-  - case_id_number: 146
-    title: May 2020 Western US
-    start_date: 2020-05-16 00:00:00
-    end_date: 2020-05-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 28.0
-        latitude_max: 54.0
-        longitude_min: 227.4
-        longitude_max: 241.6
-    event_type: atmospheric_river
-  - case_id_number: 147
-    title: March 2020 Southwestern US
-    start_date: 2020-03-09 00:00:00
-    end_date: 2020-03-14 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 22.8
-        latitude_max: 39.2
-        longitude_min: 232.5
-        longitude_max: 262.5
-    event_type: atmospheric_river
-  - case_id_number: 148
-    title: February 2020 Southwestern US
-    start_date: 2020-02-21 00:00:00
-    end_date: 2020-02-24 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 22.8
-        latitude_max: 36.0
-        longitude_min: 235.8
-        longitude_max: 262.5
-    event_type: atmospheric_river
-  - case_id_number: 149
-    title: February 2020 Western US
-    start_date: 2020-02-04 00:00:00
-    end_date: 2020-02-09 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 38.8
-        latitude_max: 55.2
-        longitude_min: 227.0
-        longitude_max: 250.7
-    event_type: atmospheric_river
-  - case_id_number: 150
-    title: January 2020 Pacific Northwest
-    start_date: 2020-01-26 00:00:00
-    end_date: 2020-02-03 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 32.8
-        latitude_max: 56.7
-        longitude_min: 227.3
-        longitude_max: 250.5
-    event_type: atmospheric_river
-  - case_id_number: 151
-    title: Milton
-    start_date: 2024-10-02 18:00:00
-    end_date: 2024-10-13 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 18.6
-        latitude_max: 31.7
-        longitude_min: 262.1
-        longitude_max: 296.5
-    event_type: tropical_cyclone
-  - case_id_number: 152
-    title: Helene
-    start_date: 2024-09-21 12:00:00
-    end_date: 2024-09-30 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 15.0
-        latitude_max: 40.3
-        longitude_min: 269.5
-        longitude_max: 280.7
-    event_type: tropical_cyclone
-  - case_id_number: 153
-    title: Francine
-    start_date: 2024-09-06 18:00:00
-    end_date: 2024-09-16 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 19.2
-        latitude_max: 38.1
-        longitude_min: 261.4
-        longitude_max: 272.7
-    event_type: tropical_cyclone
-  - case_id_number: 154
-    title: Debby
-    start_date: 2024-07-31 12:00:00
-    end_date: 2024-08-12 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 18.2
-        latitude_max: 52.2
-        longitude_min: 273.2
-        longitude_max: 302.9
-    event_type: tropical_cyclone
-  - case_id_number: 155
-    title: Beryl
-    start_date: 2024-06-26 12:00:00
-    end_date: 2024-07-13 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 6.7
-        latitude_max: 45.3
-        longitude_min: 261.7
-        longitude_max: 322.7
-    event_type: tropical_cyclone
-  - case_id_number: 156
-    title: John
-    start_date: 2024-09-20 12:00:00
-    end_date: 2024-09-29 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 11.6
-        latitude_max: 20.5
-        longitude_min: 254.5
-        longitude_max: 263.9
-    event_type: tropical_cyclone
-  - case_id_number: 157
-    title: Hone
-    start_date: 2024-08-17 12:00:00
-    end_date: 2024-09-03 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.5
-        latitude_max: 28.3
-        longitude_min: 177.9
-        longitude_max: 231.5
-    event_type: tropical_cyclone
-  - case_id_number: 158
-    title: Trami
-    start_date: 2024-10-18 00:00:00
-    end_date: 2024-10-31 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.9
-        latitude_max: 19.9
-        longitude_min: 105.0
-        longitude_max: 139.8
-    event_type: tropical_cyclone
-  - case_id_number: 159
-    title: Prapiroon (Butchoy)
-    start_date: 2024-07-17 06:00:00
-    end_date: 2024-07-27 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 12.1
-        latitude_max: 24.0
-        longitude_min: 104.3
-        longitude_max: 120.2
-    event_type: tropical_cyclone
-  - case_id_number: 160
-    title: Gaemi (Carina)
-    start_date: 2024-07-17 00:00:00
-    end_date: 2024-07-30 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.4
-        latitude_max: 32.0
-        longitude_min: 110.6
-        longitude_max: 135.5
-    event_type: tropical_cyclone
-  - case_id_number: 161
-    title: Shanshan
-    start_date: 2024-08-19 00:00:00
-    end_date: 2024-09-03 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 13.8
-        latitude_max: 37.8
-        longitude_min: 127.7
-        longitude_max: 146.3
-    event_type: tropical_cyclone
-  - case_id_number: 162
-    title: Yagi (Enteng)
-    start_date: 2024-08-30 00:00:00
-    end_date: 2024-09-10 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.9
-        latitude_max: 23.8
-        longitude_min: 101.8
-        longitude_max: 128.7
-    event_type: tropical_cyclone
-  - case_id_number: 163
-    title: Bebinca (Ferdie)
-    start_date: 2024-09-07 12:00:00
-    end_date: 2024-09-20 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 7.9
-        latitude_max: 35.7
-        longitude_min: 112.4
-        longitude_max: 149.9
-    event_type: tropical_cyclone
-  - case_id_number: 164
-    title: Soulik (Gener)
-    start_date: 2024-09-13 06:00:00
-    end_date: 2024-09-22 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 14.3
-        latitude_max: 19.8
-        longitude_min: 102.2
-        longitude_max: 128.8
-    event_type: tropical_cyclone
-  - case_id_number: 165
-    title: Krathon
-    start_date: 2024-09-24 12:00:00
-    end_date: 2024-10-05 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 16.2
-        latitude_max: 25.0
-        longitude_min: 116.8
-        longitude_max: 129.9
-    event_type: tropical_cyclone
-  - case_id_number: 166
-    title: Asna
-    start_date: 2024-08-28 00:00:00
-    end_date: 2024-09-04 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 18.8
-        latitude_max: 26.1
-        longitude_min: 59.0
-        longitude_max: 70.7
-    event_type: tropical_cyclone
-  - case_id_number: 167
-    title: Kirrily
-    start_date: 2024-01-15 00:00:00
-    end_date: 2024-02-07 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -31.8
-        latitude_max: -11.3
-        longitude_min: 135.3
-        longitude_max: 159.0
-    event_type: tropical_cyclone
-  - case_id_number: 168
-    title: Belal
-    start_date: 2024-01-10 12:00:00
-    end_date: 2024-01-21 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -26.5
-        latitude_max: -11.1
-        longitude_min: 50.8
-        longitude_max: 68.1
-    event_type: tropical_cyclone
-  - case_id_number: 169
-    title: Alvaro
-    start_date: 2023-12-30 00:00:00
-    end_date: 2024-01-06 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -31.3
-        latitude_max: -18.5
-        longitude_min: 38.2
-        longitude_max: 59.9
-    event_type: tropical_cyclone
-  - case_id_number: 170
-    title: Franklin
-    start_date: 2023-08-17 18:00:00
-    end_date: 2023-09-11 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.6
-        latitude_max: 50.8
-        longitude_min: 286.3
-        longitude_max: 346.3
-    event_type: tropical_cyclone
-  - case_id_number: 171
-    title: Harold
-    start_date: 2020-03-30 00:00:00
-    end_date: 2020-04-13 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -37.2
-        latitude_max: -7.0
-        longitude_min: 152.2
-        longitude_max: 214.7
-    event_type: tropical_cyclone
-  - case_id_number: 172
-    title: Idalia
-    start_date: 2023-08-24 12:00:00
-    end_date: 2023-09-10 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 17.6
-        latitude_max: 47.4
-        longitude_min: 270.8
-        longitude_max: 304.9
-    event_type: tropical_cyclone
-  - case_id_number: 173
-    title: Lee
-    start_date: 2023-09-03 12:00:00
-    end_date: 2023-09-20 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.0
-        latitude_max: 55.2
-        longitude_min: 289.4
-        longitude_max: 322.7
-    event_type: tropical_cyclone
-  - case_id_number: 174
-    title: Ophelia
-    start_date: 2023-09-19 12:00:00
-    end_date: 2023-09-26 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 26.3
-        latitude_max: 41.1
-        longitude_min: 279.8
-        longitude_max: 287.5
-    event_type: tropical_cyclone
-  - case_id_number: 175
-    title: Tammy
-    start_date: 2023-10-16 18:00:00
-    end_date: 2023-11-02 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.7
-        latitude_max: 35.5
-        longitude_min: 293.7
-        longitude_max: 314.2
-    event_type: tropical_cyclone
-  - case_id_number: 176
-    title: Hilary
-    start_date: 2023-08-14 06:00:00
-    end_date: 2023-08-22 21:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.7
-        latitude_max: 33.6
-        longitude_min: 241.6
-        longitude_max: 261.5
-    event_type: tropical_cyclone
-  - case_id_number: 177
-    title: Lidia
-    start_date: 2023-10-01 00:00:00
-    end_date: 2023-10-13 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.0
-        latitude_max: 26.7
-        longitude_min: 244.9
-        longitude_max: 261.8
-    event_type: tropical_cyclone
-  - case_id_number: 178
-    title: Max
-    start_date: 2023-10-06 00:00:00
-    end_date: 2023-10-12 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 11.6
-        latitude_max: 20.1
-        longitude_min: 256.1
-        longitude_max: 262.4
-    event_type: tropical_cyclone
-  - case_id_number: 179
-    title: Norma
-    start_date: 2023-10-15 06:00:00
-    end_date: 2023-10-25 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.2
-        latitude_max: 26.9
-        longitude_min: 247.4
-        longitude_max: 257.9
-    event_type: tropical_cyclone
-  - case_id_number: 180
-    title: Otis
-    start_date: 2023-10-19 00:00:00
-    end_date: 2023-10-27 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 7.1
-        latitude_max: 20.8
-        longitude_min: 257.0
-        longitude_max: 266.5
-    event_type: tropical_cyclone
-  - case_id_number: 181
-    title: Mawar (Betty)
-    start_date: 2023-05-16 00:00:00
-    end_date: 2023-06-05 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 2.2
-        latitude_max: 36.3
-        longitude_min: 122.7
-        longitude_max: 153.2
-    event_type: tropical_cyclone
-  - case_id_number: 182
-    title: Talim (Dodong)
-    start_date: 2023-07-11 06:00:00
-    end_date: 2023-07-21 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 13.6
-        latitude_max: 25.6
-        longitude_min: 101.0
-        longitude_max: 125.1
-    event_type: tropical_cyclone
-  - case_id_number: 183
-    title: Doksuri (Egay)
-    start_date: 2023-07-18 06:00:00
-    end_date: 2023-08-02 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.5
-        latitude_max: 39.6
-        longitude_min: 110.5
-        longitude_max: 136.0
-    event_type: tropical_cyclone
-  - case_id_number: 184
-    title: Khanun (Falcon)
-    start_date: 2023-07-24 06:00:00
-    end_date: 2023-08-13 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 6.7
-        latitude_max: 41.3
-        longitude_min: 121.8
-        longitude_max: 143.6
-    event_type: tropical_cyclone
-  - case_id_number: 185
-    title: Lan
-    start_date: 2023-08-04 00:00:00
-    end_date: 2023-08-20 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 21.1
-        latitude_max: 50.0
-        longitude_min: 132.3
-        longitude_max: 152.0
-    event_type: tropical_cyclone
-  - case_id_number: 186
-    title: Saola (Goring)
-    start_date: 2023-08-20 00:00:00
-    end_date: 2023-09-06 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 13.8
-        latitude_max: 24.2
-        longitude_min: 106.8
-        longitude_max: 130.3
-    event_type: tropical_cyclone
-  - case_id_number: 187
-    title: Haikui
-    start_date: 2023-08-25 00:00:00
-    end_date: 2023-09-12 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 15.9
-        latitude_max: 25.9
-        longitude_min: 107.0
-        longitude_max: 146.8
-    event_type: tropical_cyclone
-  - case_id_number: 188
-    title: Koinu (Jenny)
-    start_date: 2023-09-25 12:00:00
-    end_date: 2023-10-12 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 12.0
-        latitude_max: 24.4
-        longitude_min: 109.0
-        longitude_max: 146.1
-    event_type: tropical_cyclone
-  - case_id_number: 189
-    title: Mocha
-    start_date: 2023-05-06 18:00:00
-    end_date: 2023-05-17 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 5.4
-        latitude_max: 27.3
-        longitude_min: 85.7
-        longitude_max: 100.1
-    event_type: tropical_cyclone
-  - case_id_number: 190
-    title: Biparjoy
-    start_date: 2023-06-03 00:00:00
-    end_date: 2023-06-21 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 8.1
-        latitude_max: 28.5
-        longitude_min: 63.6
-        longitude_max: 78.3
-    event_type: tropical_cyclone
-  - case_id_number: 191
-    title: Hamoon
-    start_date: 2023-10-18 06:00:00
-    end_date: 2023-10-27 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.2
-        latitude_max: 24.9
-        longitude_min: 83.5
-        longitude_max: 94.8
-    event_type: tropical_cyclone
-  - case_id_number: 192
-    title: Freddy
-    start_date: 2023-02-02 12:00:00
-    end_date: 2023-03-15 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -26.3
-        latitude_max: -8.9
-        longitude_min: 29.0
-        longitude_max: 121.6
-    event_type: tropical_cyclone
-  - case_id_number: 193
-    title: Jasper
-    start_date: 2023-11-30 12:00:00
-    end_date: 2023-12-19 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -20.0
-        latitude_max: -5.3
-        longitude_min: 139.0
-        longitude_max: 167.2
-    event_type: tropical_cyclone
-  - case_id_number: 194
-    title: Alex
-    start_date: 2022-05-31 18:00:00
-    end_date: 2022-06-08 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 19.1
-        latitude_max: 36.9
-        longitude_min: 270.1
-        longitude_max: 300.2
-    event_type: tropical_cyclone
-  - case_id_number: 195
-    title: Fiona
-    start_date: 2022-09-12 06:00:00
-    end_date: 2022-09-29 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 13.5
-        latitude_max: 66.2
-        longitude_min: 285.9
-        longitude_max: 314.4
-    event_type: tropical_cyclone
-  - case_id_number: 196
-    title: Ian
-    start_date: 2022-09-20 18:00:00
-    end_date: 2022-10-03 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.1
-        latitude_max: 37.5
-        longitude_min: 274.0
-        longitude_max: 296.0
-    event_type: tropical_cyclone
-  - case_id_number: 197
-    title: Julia
-    start_date: 2022-10-04 12:00:00
-    end_date: 2022-10-12 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.2
-        latitude_max: 15.9
-        longitude_min: 267.8
-        longitude_max: 295.8
-    event_type: tropical_cyclone
-  - case_id_number: 198
-    title: Nicole
-    start_date: 2022-11-04 12:00:00
-    end_date: 2022-11-13 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 18.4
-        latitude_max: 37.6
-        longitude_min: 272.9
-        longitude_max: 295.7
-    event_type: tropical_cyclone
-  - case_id_number: 199
-    title: Agatha
-    start_date: 2022-05-25 18:00:00
-    end_date: 2022-06-03 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.6
-        latitude_max: 20.5
-        longitude_min: 258.6
-        longitude_max: 267.7
-    event_type: tropical_cyclone
-  - case_id_number: 200
-    title: Kay
-    start_date: 2022-09-02 12:00:00
-    end_date: 2022-09-15 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 11.9
-        latitude_max: 33.4
-        longitude_min: 235.8
-        longitude_max: 261.4
-    event_type: tropical_cyclone
-  - case_id_number: 201
-    title: Roslyn
-    start_date: 2022-10-18 00:00:00
-    end_date: 2022-10-26 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 12.9
-        latitude_max: 27.8
-        longitude_min: 251.0
-        longitude_max: 261.4
-    event_type: tropical_cyclone
-  - case_id_number: 202
-    title: Megi (Agaton)
-    start_date: 2022-04-06 12:00:00
-    end_date: 2022-04-15 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 7.7
-        latitude_max: 13.5
-        longitude_min: 122.4
-        longitude_max: 130.7
-    event_type: tropical_cyclone
-  - case_id_number: 203
-    title: Hinnamnor (Henry)
-    start_date: 2022-08-25 00:00:00
-    end_date: 2022-09-10 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 19.1
-        latitude_max: 62.0
-        longitude_min: 122.2
-        longitude_max: 153.4
-    event_type: tropical_cyclone
-  - case_id_number: 204
-    title: Muifa (Inday)
-    start_date: 2022-09-02 06:00:00
-    end_date: 2022-09-18 21:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 14.7
-        latitude_max: 45.6
-        longitude_min: 118.0
-        longitude_max: 147.7
-    event_type: tropical_cyclone
-  - case_id_number: 205
-    title: Nanmadol (Josie)
-    start_date: 2022-09-09 06:00:00
-    end_date: 2022-09-22 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 19.5
-        latitude_max: 41.1
-        longitude_min: 128.0
-        longitude_max: 149.7
-    event_type: tropical_cyclone
-  - case_id_number: 206
-    title: Noru (Karding)
-    start_date: 2022-09-19 00:00:00
-    end_date: 2022-10-01 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 12.8
-        latitude_max: 20.2
-        longitude_min: 101.0
-        longitude_max: 136.8
-    event_type: tropical_cyclone
-  - case_id_number: 207
-    title: Nalgae (Paeng)
-    start_date: 2022-10-24 00:00:00
-    end_date: 2022-11-05 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.0
-        latitude_max: 24.3
-        longitude_min: 111.0
-        longitude_max: 136.6
-    event_type: tropical_cyclone
-  - case_id_number: 208
-    title: Sitrang
-    start_date: 2022-10-19 18:00:00
-    end_date: 2022-10-27 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.4
-        latitude_max: 26.7
-        longitude_min: 85.8
-        longitude_max: 95.6
-    event_type: tropical_cyclone
-  - case_id_number: 209
-    title: Ana
-    start_date: 2021-01-26 12:00:00
-    end_date: 2021-02-05 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -32.5
-        latitude_max: -13.3
-        longitude_min: 168.8
-        longitude_max: 191.7
-    event_type: tropical_cyclone
-  - case_id_number: 210
-    title: Batsirai
-    start_date: 2022-01-22 00:00:00
-    end_date: 2022-02-12 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -41.7
-        latitude_max: -7.2
-        longitude_min: 38.5
-        longitude_max: 94.0
-    event_type: tropical_cyclone
-  - case_id_number: 211
-    title: Gombe
-    start_date: 2022-03-04 00:00:00
-    end_date: 2022-03-19 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -20.7
-        latitude_max: -12.7
-        longitude_min: 34.2
-        longitude_max: 57.6
-    event_type: tropical_cyclone
-  - case_id_number: 212
-    title: Seth
-    start_date: 2021-12-21 12:00:00
-    end_date: 2022-01-09 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -30.3
-        latitude_max: -6.5
-        longitude_min: 127.3
-        longitude_max: 161.5
-    event_type: tropical_cyclone
-  - case_id_number: 213
-    title: Blas
-    start_date: 2022-06-12 06:00:00
-    end_date: 2022-06-24 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 11.4
-        latitude_max: 21.5
-        longitude_min: 240.9
-        longitude_max: 260.3
-    event_type: tropical_cyclone
-  - case_id_number: 214
-    title: Elsa
-    start_date: 2021-06-28 18:00:00
-    end_date: 2021-07-12 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 7.1
-        latitude_max: 49.0
-        longitude_min: 274.1
-        longitude_max: 319.5
-    event_type: tropical_cyclone
-  - case_id_number: 215
-    title: Fred
-    start_date: 2021-08-07 18:00:00
-    end_date: 2021-08-22 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 11.7
-        latitude_max: 44.9
-        longitude_min: 271.8
-        longitude_max: 303.6
-    event_type: tropical_cyclone
-  - case_id_number: 216
-    title: Grace
-    start_date: 2021-08-11 06:00:00
-    end_date: 2021-08-23 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 12.8
-        latitude_max: 23.0
-        longitude_min: 259.7
-        longitude_max: 315.6
-    event_type: tropical_cyclone
-  - case_id_number: 217
-    title: Henri
-    start_date: 2021-08-13 00:00:00
-    end_date: 2021-08-26 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 27.3
-        latitude_max: 44.5
-        longitude_min: 283.0
-        longitude_max: 299.9
-    event_type: tropical_cyclone
-  - case_id_number: 218
-    title: Ida
-    start_date: 2021-08-24 12:00:00
-    end_date: 2021-09-06 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 14.3
-        latitude_max: 51.0
-        longitude_min: 266.8
-        longitude_max: 299.9
-    event_type: tropical_cyclone
-  - case_id_number: 219
-    title: Larry
-    start_date: 2021-08-29 18:00:00
-    end_date: 2021-09-13 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.3
-        latitude_max: 57.5
-        longitude_min: 295.4
-        longitude_max: 341.7
-    event_type: tropical_cyclone
-  - case_id_number: 220
-    title: Nicholas
-    start_date: 2021-09-10 12:00:00
-    end_date: 2021-09-19 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 18.8
-        latitude_max: 33.0
-        longitude_min: 260.9
-        longitude_max: 270.8
-    event_type: tropical_cyclone
-  - case_id_number: 221
-    title: Claudette
-    start_date: 2021-06-15 18:00:00
-    end_date: 2021-06-25 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 20.3
-        latitude_max: 46.3
-        longitude_min: 265.4
-        longitude_max: 302.8
-    event_type: tropical_cyclone
-  - case_id_number: 222
-    title: Nora
-    start_date: 2021-08-22 06:00:00
-    end_date: 2021-09-01 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.0
-        latitude_max: 26.5
-        longitude_min: 250.3
-        longitude_max: 267.3
-    event_type: tropical_cyclone
-  - case_id_number: 223
-    title: Olaf
-    start_date: 2021-09-04 18:00:00
-    end_date: 2021-09-14 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 14.9
-        latitude_max: 26.9
-        longitude_min: 242.8
-        longitude_max: 256.6
-    event_type: tropical_cyclone
-  - case_id_number: 224
-    title: Pamela
-    start_date: 2021-10-08 06:00:00
-    end_date: 2021-10-15 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 11.9
-        latitude_max: 27.3
-        longitude_min: 248.4
-        longitude_max: 259.9
-    event_type: tropical_cyclone
-  - case_id_number: 225
-    title: Surigae (Bising)
-    start_date: 2021-04-09 12:00:00
-    end_date: 2021-05-02 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 3.3
-        latitude_max: 49.7
-        longitude_min: 122.5
-        longitude_max: 186.8
-    event_type: tropical_cyclone
-  - case_id_number: 226
-    title: In-fa (Fabian)
-    start_date: 2021-07-14 00:00:00
-    end_date: 2021-08-02 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 14.9
-        latitude_max: 42.4
-        longitude_min: 114.4
-        longitude_max: 137.6
-    event_type: tropical_cyclone
-  - case_id_number: 227
-    title: Kompasu (Maring)
-    start_date: 2021-10-05 18:00:00
-    end_date: 2021-10-16 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 11.8
-        latitude_max: 21.7
-        longitude_min: 103.4
-        longitude_max: 136.5
-    event_type: tropical_cyclone
-  - case_id_number: 228
-    title: Rai
-    start_date: 2021-12-09 12:00:00
-    end_date: 2021-12-23 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 3.1
-        latitude_max: 23.9
-        longitude_min: 108.3
-        longitude_max: 147.3
-    event_type: tropical_cyclone
-  - case_id_number: 229
-    title: Tauktae
-    start_date: 2021-05-11 06:00:00
-    end_date: 2021-05-21 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 7.8
-        latitude_max: 28.0
-        longitude_min: 68.6
-        longitude_max: 77.1
-    event_type: tropical_cyclone
-  - case_id_number: 230
-    title: Yaas
-    start_date: 2021-05-21 00:00:00
-    end_date: 2021-05-29 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 13.2
-        latitude_max: 26.9
-        longitude_min: 82.5
-        longitude_max: 92.3
-    event_type: tropical_cyclone
-  - case_id_number: 231
-    title: Gulab and Shaheen
-    start_date: 2021-09-21 18:00:00
-    end_date: 2021-10-06 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 15.9
-        latitude_max: 26.6
-        longitude_min: 53.7
-        longitude_max: 96.5
-    event_type: tropical_cyclone
-  - case_id_number: 232
-    title: Eloise
-    start_date: 2021-01-09 18:00:00
-    end_date: 2021-01-26 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -24.7
-        latitude_max: -9.3
-        longitude_min: 28.8
-        longitude_max: 88.1
-    event_type: tropical_cyclone
-  - case_id_number: 233
-    title: Amanda and Cristobal
-    start_date: 2020-05-28 18:00:00
-    end_date: 2020-06-02 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.0
-        latitude_max: 55.6
-        longitude_min: 265.0
-        longitude_max: 283.3
-    event_type: tropical_cyclone
-  - case_id_number: 234
-    title: Hanna
-    start_date: 2020-07-21 00:00:00
-    end_date: 2020-07-28 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 23.5
-        latitude_max: 29.4
-        longitude_min: 257.2
-        longitude_max: 274.2
-    event_type: tropical_cyclone
-  - case_id_number: 235
-    title: Isaias
-    start_date: 2020-07-26 12:00:00
-    end_date: 2020-08-07 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.3
-        latitude_max: 48.9
-        longitude_min: 277.7
-        longitude_max: 308.3
-    event_type: tropical_cyclone
-  - case_id_number: 236
-    title: Laura
-    start_date: 2020-08-18 00:00:00
-    end_date: 2020-08-31 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 12.2
-        latitude_max: 40.5
-        longitude_min: 264.3
-        longitude_max: 315.0
-    event_type: tropical_cyclone
-  - case_id_number: 237
-    title: Nana
-    start_date: 2020-08-30 06:00:00
-    end_date: 2020-09-06 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 13.6
-        latitude_max: 19.3
-        longitude_min: 266.3
-        longitude_max: 287.1
-    event_type: tropical_cyclone
-  - case_id_number: 238
-    title: Paulette
-    start_date: 2020-09-05 00:00:00
-    end_date: 2020-09-30 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 14.7
-        latitude_max: 49.3
-        longitude_min: 292.8
-        longitude_max: 345.7
-    event_type: tropical_cyclone
-  - case_id_number: 239
-    title: Sally
-    start_date: 2020-09-09 18:00:00
-    end_date: 2020-09-20 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 23.2
-        latitude_max: 36.3
-        longitude_min: 269.4
-        longitude_max: 283.9
-    event_type: tropical_cyclone
-  - case_id_number: 240
-    title: Teddy
-    start_date: 2020-09-10 06:00:00
-    end_date: 2020-09-26 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 8.8
-        latitude_max: 55.0
-        longitude_min: 293.4
-        longitude_max: 330.9
-    event_type: tropical_cyclone
-  - case_id_number: 241
-    title: Delta
-    start_date: 2020-10-02 18:00:00
-    end_date: 2020-10-13 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 14.2
-        latitude_max: 37.3
-        longitude_min: 263.9
-        longitude_max: 286.1
-    event_type: tropical_cyclone
-  - case_id_number: 242
-    title: Zeta
-    start_date: 2020-10-22 12:00:00
-    end_date: 2020-11-01 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 15.5
-        latitude_max: 41.7
-        longitude_min: 265.9
-        longitude_max: 290.7
-    event_type: tropical_cyclone
-  - case_id_number: 243
-    title: Eta
-    start_date: 2020-10-29 18:00:00
-    end_date: 2020-11-16 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 11.4
-        latitude_max: 37.9
-        longitude_min: 269.9
-        longitude_max: 293.1
-    event_type: tropical_cyclone
-  - case_id_number: 244
-    title: Iota
-    start_date: 2020-11-10 12:00:00
-    end_date: 2020-11-20 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.3
-        latitude_max: 17.7
-        longitude_min: 268.7
-        longitude_max: 291.4
-    event_type: tropical_cyclone
-  - case_id_number: 245
-    title: Genevieve
-    start_date: 2020-08-14 12:00:00
-    end_date: 2020-08-24 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 9.1
-        latitude_max: 29.2
-        longitude_min: 240.3
-        longitude_max: 265.8
-    event_type: tropical_cyclone
-  - case_id_number: 246
-    title: Hagupit (Dindo)
-    start_date: 2020-07-29 06:00:00
-    end_date: 2020-08-14 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 15.0
-        latitude_max: 54.5
-        longitude_min: 117.9
-        longitude_max: 182.5
-    event_type: tropical_cyclone
-  - case_id_number: 247
-    title: Maysak
-    start_date: 2020-08-24 00:00:00
-    end_date: 2020-09-08 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.6
-        latitude_max: 55.4
-        longitude_min: 120.7
-        longitude_max: 136.2
-    event_type: tropical_cyclone
-  - case_id_number: 248
-    title: Noul (Leon)
-    start_date: 2020-09-12 00:00:00
-    end_date: 2020-09-21 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 8.8
-        latitude_max: 18.7
-        longitude_min: 98.2
-        longitude_max: 129.6
-    event_type: tropical_cyclone
-  - case_id_number: 249
-    title: Linfa
-    start_date: 2020-10-05 06:00:00
-    end_date: 2020-10-14 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.3
-        latitude_max: 17.3
-        longitude_min: 104.6
-        longitude_max: 127.1
-    event_type: tropical_cyclone
-  - case_id_number: 250
-    title: Molave (Quinta)
-    start_date: 2020-10-19 18:00:00
-    end_date: 2020-10-31 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 6.5
-        latitude_max: 17.8
-        longitude_min: 101.8
-        longitude_max: 139.8
-    event_type: tropical_cyclone
-  - case_id_number: 251
-    title: Goni (Rolly)
-    start_date: 2020-10-23 06:00:00
-    end_date: 2020-11-08 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 8.4
-        latitude_max: 18.9
-        longitude_min: 105.6
-        longitude_max: 146.2
-    event_type: tropical_cyclone
-  - case_id_number: 252
-    title: Vamco (Ulysse)
-    start_date: 2020-11-06 00:00:00
-    end_date: 2020-11-18 00:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 5.8
-        latitude_max: 21.5
-        longitude_min: 101.3
-        longitude_max: 137.2
-    event_type: tropical_cyclone
-  - case_id_number: 253
-    title: Remal
-    start_date: 2024-05-23 12:00:00
-    end_date: 2024-05-29 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 16.6
-        latitude_max: 26.4
-        longitude_min: 86.0
-        longitude_max: 92.8
-    event_type: tropical_cyclone
-  - case_id_number: 254
-    title: Amphan
-    start_date: 2020-05-13 06:00:00
-    end_date: 2020-05-23 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 7.3
-        latitude_max: 27.6
-        longitude_min: 83.8
-        longitude_max: 92.4
-    event_type: tropical_cyclone
-  - case_id_number: 255
-    title: Nisarga
-    start_date: 2020-05-29 18:00:00
-    end_date: 2020-06-06 06:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 10.7
-        latitude_max: 24.4
-        longitude_min: 68.8
-        longitude_max: 79.9
-    event_type: tropical_cyclone
-  - case_id_number: 256
-    title: Damien
-    start_date: 2020-02-01 00:00:00
-    end_date: 2020-02-12 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -27.9
-        latitude_max: -13.8
-        longitude_min: 113.9
-        longitude_max: 131.8
-    event_type: tropical_cyclone
-  - case_id_number: 257
-    title: January 2020 Australia
-    start_date: 2020-01-19 12:00:00
-    end_date: 2020-01-20 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -39.75
-        latitude_max: -29.5
-        longitude_min: 144.01
-        longitude_max: 155.74
-    event_type: severe_convection
-  - case_id_number: 258
-    title: April 2020 Australia
-    start_date: 2020-04-02 12:00:00
-    end_date: 2020-04-03 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -41.75
-        latitude_max: -26.5
-        longitude_min: 138.03
-        longitude_max: 153.47
-    event_type: severe_convection
-  - case_id_number: 259
-    title: May 2020 Australia
-    start_date: 2020-05-30 12:00:00
-    end_date: 2020-05-31 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -39.25
-        latitude_max: -28.75
-        longitude_min: 132.78
-        longitude_max: 143.72
-    event_type: severe_convection
-  - case_id_number: 260
-    title: September 2020 Australia
-    start_date: 2020-09-24 12:00:00
-    end_date: 2020-09-25 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -38.5
-        latitude_max: -29.5
-        longitude_min: 146.03
-        longitude_max: 155.97
-    event_type: severe_convection
-  - case_id_number: 261
-    title: October 2020 Australia
-    start_date: 2020-10-30 12:00:00
-    end_date: 2020-10-31 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -38.5
-        latitude_max: -23.25
-        longitude_min: 146.13
-        longitude_max: 157.87
-    event_type: severe_convection
-  - case_id_number: 262
-    title: December 2020 Australia
-    start_date: 2020-12-04 12:00:00
-    end_date: 2020-12-05 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -36.5
-        latitude_max: -26.75
-        longitude_min: 142.1
-        longitude_max: 152.9
-    event_type: severe_convection
-  - case_id_number: 263
-    title: September 2021 Australia
-    start_date: 2021-09-29 12:00:00
-    end_date: 2021-09-30 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -39.0
-        latitude_max: -25.5
-        longitude_min: 142.59
-        longitude_max: 156.16
-    event_type: severe_convection
-  - case_id_number: 264
-    title: October 2021 Australia
-    start_date: 2021-10-13 12:00:00
-    end_date: 2021-10-14 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -39.5
-        latitude_max: -25.5
-        longitude_min: 143.83
-        longitude_max: 156.67
-    event_type: severe_convection
-  - case_id_number: 265
-    title: October 2021 Australia
-    start_date: 2021-10-17 12:00:00
-    end_date: 2021-10-19 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -34.75
-        latitude_max: -16.25
-        longitude_min: 144.02
-        longitude_max: 157.86
-    event_type: severe_convection
-  - case_id_number: 266
-    title: October 2021 Australia
-    start_date: 2021-10-27 12:00:00
-    end_date: 2021-10-28 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -39.75
-        latitude_max: -29.25
-        longitude_min: 130.77
-        longitude_max: 144.23
-    event_type: severe_convection
-  - case_id_number: 267
-    title: December 2021 Australia
-    start_date: 2021-12-02 12:00:00
-    end_date: 2021-12-03 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -38.5
-        latitude_max: -28.75
-        longitude_min: 145.3
-        longitude_max: 155.95
-    event_type: severe_convection
-  - case_id_number: 268
-    title: December 2021 Australia
-    start_date: 2021-12-08 12:00:00
-    end_date: 2021-12-09 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -33.0
-        latitude_max: -23.0
-        longitude_min: 145.45
-        longitude_max: 156.8
-    event_type: severe_convection
-  - case_id_number: 269
-    title: January 2022 Australia
-    start_date: 2022-01-14 12:00:00
-    end_date: 2022-01-15 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -41.5
-        latitude_max: -29.25
-        longitude_min: 144.24
-        longitude_max: 155.76
-    event_type: severe_convection
-  - case_id_number: 270
-    title: March 2022 Australia
-    start_date: 2022-03-03 12:00:00
-    end_date: 2022-03-04 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -31.25
-        latitude_max: -22.25
-        longitude_min: 148.23
-        longitude_max: 157.77
-    event_type: severe_convection
-  - case_id_number: 271
-    title: December 2022 Australia
-    start_date: 2022-12-07 12:00:00
-    end_date: 2022-12-08 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -30.5
-        latitude_max: -21.5
-        longitude_min: 147.99
-        longitude_max: 157.51
-    event_type: severe_convection
-  - case_id_number: 272
-    title: February 2023 Australia
-    start_date: 2023-02-13 12:00:00
-    end_date: 2023-02-14 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -32.5
-        latitude_max: -22.0
-        longitude_min: 146.97
-        longitude_max: 158.28
-    event_type: severe_convection
-  - case_id_number: 273
-    title: December 2023 Australia
-    start_date: 2023-12-11 12:00:00
-    end_date: 2023-12-12 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -42.0
-        latitude_max: -33.0
-        longitude_min: 135.16
-        longitude_max: 145.34
-    event_type: severe_convection
-  - case_id_number: 274
-    title: December 2023 Australia
-    start_date: 2023-12-24 12:00:00
-    end_date: 2023-12-26 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -37.25
-        latitude_max: -22.5
-        longitude_min: 146.57
-        longitude_max: 158.29
-    event_type: severe_convection
-  - case_id_number: 275
-    title: August 2024 Australia
-    start_date: 2024-08-24 12:00:00
-    end_date: 2024-08-25 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -42.5
-        latitude_max: -30.75
-        longitude_min: 138.94
-        longitude_max: 152.56
-    event_type: severe_convection
-  - case_id_number: 276
-    title: October 2024 Australia
-    start_date: 2024-10-08 12:00:00
-    end_date: 2024-10-09 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -31.75
-        latitude_max: -21.25
-        longitude_min: 143.73
-        longitude_max: 157.77
-    event_type: severe_convection
-  - case_id_number: 277
-    title: October 2024 Australia
-    start_date: 2024-10-16 12:00:00
-    end_date: 2024-10-17 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -42.0
-        latitude_max: -32.0
-        longitude_min: 136.18
-        longitude_max: 147.32
-    event_type: severe_convection
-  - case_id_number: 278
-    title: November 2024 Australia
-    start_date: 2024-10-31 12:00:00
-    end_date: 2024-11-01 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -32.5
-        latitude_max: -20.75
-        longitude_min: 147.73
-        longitude_max: 158.27
-    event_type: severe_convection
-  - case_id_number: 279
-    title: November 2024 Australia
-    start_date: 2024-11-12 12:00:00
-    end_date: 2024-11-13 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -37.75
-        latitude_max: -23.5
-        longitude_min: 143.38
-        longitude_max: 158.37
-    event_type: severe_convection
-  - case_id_number: 280
-    title: April 2023 Midwest
-    start_date: 2023-04-05 12:00:00
-    end_date: 2023-04-06 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 22.75
-        latitude_max: 44.75
-        longitude_min: 256.04
-        longitude_max: 282.71
-    event_type: severe_convection
-  - case_id_number: 281
-    title: March 2023 Midwest + Southeast
-    start_date: 2023-03-31 12:00:00
-    end_date: 2023-04-01 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 26.5
-        latitude_max: 49.0
-        longitude_min: 259.15
-        longitude_max: 284.1
-    event_type: severe_convection
-  - case_id_number: 282
-    title: March 2023 North America
-    start_date: 2023-03-02 12:00:00
-    end_date: 2023-03-03 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 24.5
-        latitude_max: 41.5
-        longitude_min: 254.81
-        longitude_max: 273.19
-    event_type: severe_convection
-  - case_id_number: 283
-    title: February 2023 North America
-    start_date: 2023-02-26 12:00:00
-    end_date: 2023-02-27 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 28.5
-        latitude_max: 43.0
-        longitude_min: 252.97
-        longitude_max: 271.78
-    event_type: severe_convection
-  - case_id_number: 284
-    title: July 2022 Great Plains
-    start_date: 2022-07-22 12:00:00
-    end_date: 2022-07-23 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 25.25
-        latitude_max: 54.25
-        longitude_min: 251.57
-        longitude_max: 280.43
-    event_type: severe_convection
-  - case_id_number: 285
-    title: June 2022 Southwest
-    start_date: 2022-06-07 12:00:00
-    end_date: 2022-06-08 12:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: 30.25
-        latitude_max: 49.5
-        longitude_min: 249.57
-        longitude_max: 272.68
-    event_type: severe_convection
-  - case_id_number: 286
-    title: May 2022 Midwest
-    start_date: 2022-05-12 12:00:00
-    end_date: 2022-05-13 12:00:00
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-        latitude_max: 52.75
-        longitude_min: 250.71
-        longitude_max: 277.79
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-    title: April 2022 Great Plains
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-    end_date: 2022-04-13 12:00:00
-    location:
-      type: bounded_region
-      parameters:
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-        latitude_max: 50.5
-        longitude_min: 255.41
-        longitude_max: 278.09
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-  - case_id_number: 288
-    title: April 2022 South
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-    end_date: 2022-04-06 12:00:00
-    location:
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-        latitude_max: 45.0
-        longitude_min: 260.49
-        longitude_max: 285.51
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-    title: December 2021 Midwest
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-    end_date: 2021-12-16 12:00:00
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-        latitude_max: 49.75
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-        longitude_max: 274.74
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-    title: December 2021 Great Plains
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-    end_date: 2021-12-11 12:00:00
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-        latitude_max: 46.0
-        longitude_min: 258.43
-        longitude_max: 281.32
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-    end_date: 2021-06-19 12:00:00
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-        latitude_max: 52.0
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-    end_date: 2021-05-05 12:00:00
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-        latitude_max: 45.75
-        longitude_min: 250.26
-        longitude_max: 288.49
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-    end_date: 2021-03-28 12:00:00
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-        longitude_min: 259.22
-        longitude_max: 288.03
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-    end_date: 2021-03-26 12:00:00
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-        latitude_max: 44.5
-        longitude_min: 264.48
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-    end_date: 2020-04-23 12:00:00
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-        latitude_max: 41.75
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-    end_date: 2020-04-13 12:00:00
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-        latitude_max: 40.75
-        longitude_min: 257.06
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-    end_date: 2020-04-09 12:00:00
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-        longitude_min: 262.2
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-    end_date: 2020-03-29 12:00:00
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-        latitude_max: 48.25
-        longitude_min: 257.9
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-        latitude_max: 43.5
-        longitude_min: 261.93
-        longitude_max: 280.82
-    event_type: severe_convection
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-    end_date: 2020-02-07 12:00:00
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-        latitude_max: 41.25
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-        longitude_max: 288.16
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-    end_date: 2020-01-12 12:00:00
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-      type: bounded_region
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-        latitude_max: 44.5
-        longitude_min: 255.04
-        longitude_max: 281.51
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-    end_date: 2020-06-11 12:00:00
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-      type: bounded_region
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-        latitude_max: 50.25
-        longitude_min: 265.96
-        longitude_max: 288.54
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-    end_date: 2020-06-13 12:00:00
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-      type: bounded_region
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-        latitude_max: 56.25
-        longitude_min: 236.83
-        longitude_max: 253.92
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-      type: bounded_region
-      parameters:
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-        latitude_max: 56.0
-        longitude_min: 243.43
-        longitude_max: 274.07
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-    end_date: 2020-07-05 12:00:00
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-      type: bounded_region
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-        latitude_max: 58.5
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-    end_date: 2020-07-13 12:00:00
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-    end_date: 2020-07-20 12:00:00
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-    end_date: 2021-06-06 12:00:00
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-    end_date: 2021-06-15 12:00:00
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-    end_date: 2022-07-09 12:00:00
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-    end_date: 2022-07-18 12:00:00
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-    end_date: 2022-07-20 12:00:00
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-    end_date: 2022-08-01 12:00:00
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-    end_date: 2023-06-01 12:00:00
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-    end_date: 2023-07-14 12:00:00
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-    end_date: 2023-07-21 12:00:00
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-    end_date: 2023-07-23 12:00:00
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-    end_date: 2023-08-04 12:00:00
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-    title: June 2024 Canada
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-    end_date: 2024-06-13 12:00:00
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-    end_date: 2024-06-23 12:00:00
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-    end_date: 2024-06-24 12:00:00
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-    title: July 2024 Canada
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-    end_date: 2024-07-12 12:00:00
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-      type: bounded_region
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-        longitude_min: 251.25
-        longitude_max: 272.5
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-    title: July 2024 Canada
-    start_date: 2024-07-24 12:00:00
-    end_date: 2024-07-25 12:00:00
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-    end_date: 2024-08-06 12:00:00
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-    title: August 2024 Canada
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-    end_date: 2024-08-22 12:00:00
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-      type: bounded_region
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-        latitude_max: 58.25
-        longitude_min: 243.9
-        longitude_max: 265.35
-    event_type: severe_convection
+- case_id_number: 1
+  title: 2021 Pacific Northwest
+  start_date: 2021-06-20 00:00:00
+  end_date: 2021-07-03 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 33.25
+      latitude_max: 68.0
+      longitude_min: 215.25
+      longitude_max: 256.0
+  event_type: heat_wave
+- case_id_number: 2
+  title: 2022 Upper Midwest
+  start_date: 2022-05-07 00:00:00
+  end_date: 2022-05-17 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 19.5
+      latitude_max: 48.25
+      longitude_min: 252.0
+      longitude_max: 276.75
+  event_type: heat_wave
+- case_id_number: 3
+  title: 2022 California
+  start_date: 2022-06-07 00:00:00
+  end_date: 2022-06-15 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 23.75
+      latitude_max: 44.5
+      longitude_min: 235.75
+      longitude_max: 266.25
+  event_type: heat_wave
+- case_id_number: 4
+  title: 2022 Texas
+  start_date: 2022-06-30 00:00:00
+  end_date: 2022-07-18 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 20.5
+      latitude_max: 43.25
+      longitude_min: 254.75
+      longitude_max: 275.5
+  event_type: heat_wave
+- case_id_number: 5
+  title: 2023 Pacific Northwest
+  start_date: 2023-05-10 00:00:00
+  end_date: 2023-05-23 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 35.25
+      latitude_max: 72.0
+      longitude_min: 219.25
+      longitude_max: 262.0
+  event_type: heat_wave
+- case_id_number: 6
+  title: 2022 Mid-Atlantic
+  start_date: 2022-05-17 00:00:00
+  end_date: 2022-05-24 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.0
+      latitude_max: 42.25
+      longitude_min: 277.0
+      longitude_max: 287.75
+  event_type: heat_wave
+- case_id_number: 7
+  title: 2023 Australia
+  start_date: 2023-11-18 00:00:00
+  end_date: 2023-11-28 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -35.0
+      latitude_max: -20.0
+      longitude_min: 113.5
+      longitude_max: 120.25
+  event_type: heat_wave
+- case_id_number: 8
+  title: 2023 Ireland
+  start_date: 2023-09-02 00:00:00
+  end_date: 2023-09-13 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 40.75
+      latitude_max: 67.5
+      longitude_min: -9.75
+      longitude_max: 16.75
+  event_type: heat_wave
+- case_id_number: 9
+  title: 2023 Italy
+  start_date: 2023-07-07 00:00:00
+  end_date: 2023-07-27 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 17.5
+      latitude_max: 52.25
+      longitude_min: -12.0
+      longitude_max: 32.75
+  event_type: heat_wave
+- case_id_number: 10
+  title: 2023 SW Europe
+  start_date: 2023-08-17 00:00:00
+  end_date: 2023-08-28 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 36.0
+      latitude_max: 56.75
+      longitude_min: -9.25
+      longitude_max: 20.75
+  event_type: heat_wave
+- case_id_number: 11
+  title: 2023 South America
+  start_date: 2023-07-29 00:00:00
+  end_date: 2023-08-04 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -44.25
+      latitude_max: -20.25
+      longitude_min: 285.75
+      longitude_max: 308.0
+  event_type: heat_wave
+- case_id_number: 12
+  title: 2023 China (Shanghai)
+  start_date: 2023-05-24 00:00:00
+  end_date: 2023-06-01 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 16.75
+      latitude_max: 35.25
+      longitude_min: 99.0
+      longitude_max: 122.0
+  event_type: heat_wave
+- case_id_number: 13
+  title: 2023 China (Yunnan Province)
+  start_date: 2023-04-14 00:00:00
+  end_date: 2023-04-23 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 12.75
+      latitude_max: 43.5
+      longitude_min: 92.25
+      longitude_max: 121.0
+  event_type: heat_wave
+- case_id_number: 14
+  title: 2023 Algeria
+  start_date: 2023-07-05 00:00:00
+  end_date: 2023-07-27 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 16.25
+      latitude_max: 51.0
+      longitude_min: -17.0
+      longitude_max: 27.5
+  event_type: heat_wave
+- case_id_number: 15
+  title: 2023 Iberian Peninsula
+  start_date: 2023-04-22 00:00:00
+  end_date: 2023-05-01 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 22.75
+      latitude_max: 46.75
+      longitude_min: -15.75
+      longitude_max: 8.75
+  event_type: heat_wave
+- case_id_number: 16
+  title: 2023 Southeast Asia
+  start_date: 2023-04-16 00:00:00
+  end_date: 2023-04-22 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 6.0
+      latitude_max: 41.0
+      longitude_min: 84.0
+      longitude_max: 123.75
+  event_type: heat_wave
+- case_id_number: 17
+  title: 2023 India
+  start_date: 2023-02-15 00:00:00
+  end_date: 2023-03-01 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 22.25
+      latitude_max: 53.0
+      longitude_min: 56.75
+      longitude_max: 101.5
+  event_type: heat_wave
+- case_id_number: 18
+  title: 2021 Western Russia
+  start_date: 2021-06-18 00:00:00
+  end_date: 2021-06-30 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 35.5
+      latitude_max: 65.75
+      longitude_min: 13.25
+      longitude_max: 60.0
+  event_type: heat_wave
+- case_id_number: 19
+  title: 2022 Germany
+  start_date: 2022-12-23 00:00:00
+  end_date: 2022-12-31 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 36.25
+      latitude_max: 56.25
+      longitude_min: -3.0
+      longitude_max: 21.75
+  event_type: heat_wave
+- case_id_number: 20
+  title: 2022 UK (August)
+  start_date: 2022-08-08 00:00:00
+  end_date: 2022-08-16 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 39.25
+      latitude_max: 56.0
+      longitude_min: -9.75
+      longitude_max: 8.25
+  event_type: heat_wave
+- case_id_number: 21
+  title: 2022 UK (July)
+  start_date: 2022-07-15 00:00:00
+  end_date: 2022-07-23 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 37.25
+      latitude_max: 58.0
+      longitude_min: -9.75
+      longitude_max: 8.25
+  event_type: heat_wave
+- case_id_number: 22
+  title: 2022 France
+  start_date: 2022-06-09 00:00:00
+  end_date: 2022-06-21 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 29.0
+      latitude_max: 51.75
+      longitude_min: -9.75
+      longitude_max: 12.75
+  event_type: heat_wave
+- case_id_number: 23
+  title: 2022 Japan
+  start_date: 2022-06-20 00:00:00
+  end_date: 2022-07-05 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.25
+      latitude_max: 46.0
+      longitude_min: 125.25
+      longitude_max: 145.25
+  event_type: heat_wave
+- case_id_number: 24
+  title: 2022 India
+  start_date: 2022-04-24 00:00:00
+  end_date: 2022-05-04 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 18.0
+      latitude_max: 52.75
+      longitude_min: 58.0
+      longitude_max: 78.75
+  event_type: heat_wave
+- case_id_number: 25
+  title: 2022 East Antarctica
+  start_date: 2022-03-12 00:00:00
+  end_date: 2022-03-26 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -85.5
+      latitude_max: -65.5
+      longitude_min: 99.0
+      longitude_max: 147.75
+  event_type: heat_wave
+- case_id_number: 26
+  title: 2022 West Australia
+  start_date: 2022-01-15 00:00:00
+  end_date: 2022-01-25 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -35.0
+      latitude_max: -27.5
+      longitude_min: 114.25
+      longitude_max: 119.75
+  event_type: heat_wave
+- case_id_number: 27
+  title: 2021 Canada Plains
+  start_date: 2021-05-30 00:00:00
+  end_date: 2021-06-09 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.5
+      latitude_max: 59.5
+      longitude_min: 238.0
+      longitude_max: 272.75
+  event_type: heat_wave
+- case_id_number: 28
+  title: 2021 New Zealand
+  start_date: 2021-01-12 18:00:00
+  end_date: 2021-01-18 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -46.5
+      latitude_max: -40.75
+      longitude_min: 167.5
+      longitude_max: 175.25
+  event_type: heat_wave
+- case_id_number: 29
+  title: 2020 Australia
+  start_date: 2020-11-25 00:00:00
+  end_date: 2020-12-01 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -36.75
+      latitude_max: -17.5
+      longitude_min: 126.5
+      longitude_max: 152.5
+  event_type: heat_wave
+- case_id_number: 30
+  title: 2021 Texas
+  start_date: 2021-02-10 12:00:00
+  end_date: 2021-02-22 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.0
+      latitude_max: 54.75
+      longitude_min: 250.0
+      longitude_max: 278.75
+  event_type: freeze
+- case_id_number: 31
+  title: 2022 Arkansas
+  start_date: 2022-02-17 18:00:00
+  end_date: 2022-03-01 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.25
+      latitude_max: 59.0
+      longitude_min: 243.25
+      longitude_max: 272.0
+  event_type: freeze
+- case_id_number: 32
+  title: 2023 Germany
+  start_date: 2023-12-02 06:00:00
+  end_date: 2023-12-08 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 44.25
+      latitude_max: 68.5
+      longitude_min: 7.25
+      longitude_max: 22.0
+  event_type: freeze
+- case_id_number: 33
+  title: 2023 China
+  start_date: 2023-12-15 06:00:00
+  end_date: 2023-12-26 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 14.75
+      latitude_max: 55.5
+      longitude_min: 101.0
+      longitude_max: 141.75
+  event_type: freeze
+- case_id_number: 34
+  title: 2023 Afghanistan
+  start_date: 2023-01-11 06:00:00
+  end_date: 2023-01-28 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 22.25
+      latitude_max: 49.0
+      longitude_min: 50.75
+      longitude_max: 85.5
+  event_type: freeze
+- case_id_number: 35
+  title: 2022 Colorado
+  start_date: 2022-04-06 00:00:00
+  end_date: 2022-04-16 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 35.25
+      latitude_max: 64.0
+      longitude_min: 236.75
+      longitude_max: 261.5
+  event_type: freeze
+- case_id_number: 36
+  title: July 2024 South Dakota
+  start_date: 2024-07-13 12:00:00
+  end_date: 2024-07-14 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.25
+      latitude_max: 58.5
+      longitude_min: 240.86
+      longitude_max: 285.64
+  event_type: severe_convection
+- case_id_number: 37
+  title: July 2024 Chicago
+  start_date: 2024-07-14 12:00:00
+  end_date: 2024-07-16 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 30.0
+      latitude_max: 57.75
+      longitude_min: 243.74
+      longitude_max: 289.69
+  event_type: severe_convection
+- case_id_number: 38
+  title: July 2024 New York
+  start_date: 2024-07-16 12:00:00
+  end_date: 2024-07-17 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.0
+      latitude_max: 49.0
+      longitude_min: 274.31
+      longitude_max: 293.44
+  event_type: severe_convection
+- case_id_number: 39
+  title: May 2024 Wisconsin
+  start_date: 2024-05-18 12:00:00
+  end_date: 2024-05-19 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 36.5
+      latitude_max: 55.5
+      longitude_min: 258.01
+      longitude_max: 277.99
+  event_type: severe_convection
+- case_id_number: 40
+  title: May 2024 Kansas
+  start_date: 2024-05-19 12:00:00
+  end_date: 2024-05-20 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 30.0
+      latitude_max: 51.0
+      longitude_min: 250.79
+      longitude_max: 276.46
+  event_type: severe_convection
+- case_id_number: 41
+  title: May 2024 Iowa + Nebraska
+  start_date: 2024-05-20 12:00:00
+  end_date: 2024-05-21 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 33.5
+      latitude_max: 49.25
+      longitude_min: 250.0
+      longitude_max: 282.75
+  event_type: severe_convection
+- case_id_number: 42
+  title: May 2024 Iowa + Wisconsin
+  start_date: 2024-05-21 12:00:00
+  end_date: 2024-05-22 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.75
+      latitude_max: 55.75
+      longitude_min: 254.25
+      longitude_max: 278.25
+  event_type: severe_convection
+- case_id_number: 43
+  title: May 2024 Texas
+  start_date: 2024-05-22 12:00:00
+  end_date: 2024-05-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.75
+      latitude_max: 50.0
+      longitude_min: 252.9
+      longitude_max: 291.35
+  event_type: severe_convection
+- case_id_number: 44
+  title: May 2024 Iowa + Nebraska 2
+  start_date: 2024-05-23 12:00:00
+  end_date: 2024-05-24 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.75
+      latitude_max: 51.5
+      longitude_min: 251.62
+      longitude_max: 281.13
+  event_type: severe_convection
+- case_id_number: 45
+  title: April 2024 Oklahoma
+  start_date: 2024-04-25 12:00:00
+  end_date: 2024-04-29 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.25
+      latitude_max: 50.75
+      longitude_min: 242.87
+      longitude_max: 282.12
+  event_type: severe_convection
+- case_id_number: 46
+  title: April 2024 Midwest
+  start_date: 2024-04-02 12:00:00
+  end_date: 2024-04-03 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.0
+      latitude_max: 46.0
+      longitude_min: 262.72
+      longitude_max: 284.78
+  event_type: severe_convection
+- case_id_number: 47
+  title: April 2024 Great Plains + Midwest
+  start_date: 2024-04-01 12:00:00
+  end_date: 2024-04-02 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.25
+      latitude_max: 45.5
+      longitude_min: 254.5
+      longitude_max: 281.0
+  event_type: severe_convection
+- case_id_number: 48
+  title: March 2024 Midwest
+  start_date: 2024-03-14 12:00:00
+  end_date: 2024-03-15 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.75
+      latitude_max: 46.75
+      longitude_min: 254.69
+      longitude_max: 284.81
+  event_type: severe_convection
+- case_id_number: 49
+  title: February 2024 Midwest
+  start_date: 2024-02-27 12:00:00
+  end_date: 2024-02-28 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.25
+      latitude_max: 48.75
+      longitude_min: 263.54
+      longitude_max: 285.21
+  event_type: severe_convection
+- case_id_number: 50
+  title: January 2024 Southeast
+  start_date: 2024-01-08 12:00:00
+  end_date: 2024-01-10 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 23.25
+      latitude_max: 40.25
+      longitude_min: 257.62
+      longitude_max: 287.9
+  event_type: severe_convection
+- case_id_number: 51
+  title: December 2023 South
+  start_date: 2023-12-09 12:00:00
+  end_date: 2023-12-10 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.0
+      latitude_max: 42.5
+      longitude_min: 259.79
+      longitude_max: 280.96
+  event_type: severe_convection
+- case_id_number: 52
+  title: August 2023 East Coast
+  start_date: 2023-08-07 12:00:00
+  end_date: 2023-08-08 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 27.0
+      latitude_max: 47.75
+      longitude_min: 243.17
+      longitude_max: 269.83
+  event_type: severe_convection
+- case_id_number: 53
+  title: August 2023 Minnesota
+  start_date: 2023-08-11 12:00:00
+  end_date: 2023-08-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.5
+      latitude_max: 51.75
+      longitude_min: 256.96
+      longitude_max: 281.79
+  event_type: severe_convection
+- case_id_number: 54
+  title: July 2023 Midwest
+  start_date: 2023-07-02 12:00:00
+  end_date: 2023-07-03 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 29.0
+      latitude_max: 46.75
+      longitude_min: 264.15
+      longitude_max: 289.85
+  event_type: severe_convection
+- case_id_number: 55
+  title: July 2023 Midwest 2
+  start_date: 2023-07-01 12:00:00
+  end_date: 2023-07-02 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 39.25
+      latitude_max: 59.75
+      longitude_min: 239.53
+      longitude_max: 265.97
+  event_type: severe_convection
+- case_id_number: 56
+  title: June 2023 Midwest
+  start_date: 2023-06-30 12:00:00
+  end_date: 2023-07-01 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 30.75
+      latitude_max: 45.0
+      longitude_min: 248.9
+      longitude_max: 279.6
+  event_type: severe_convection
+- case_id_number: 57
+  title: June 2023 Front Range & Texas
+  start_date: 2023-06-21 12:00:00
+  end_date: 2023-06-22 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.5
+      latitude_max: 50.25
+      longitude_min: 248.4
+      longitude_max: 266.35
+  event_type: severe_convection
+- case_id_number: 58
+  title: June 2023 Great Plains
+  start_date: 2023-06-23 12:00:00
+  end_date: 2023-06-24 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.5
+      latitude_max: 52.5
+      longitude_min: 242.12
+      longitude_max: 271.88
+  event_type: severe_convection
+- case_id_number: 59
+  title: June 2023 Iowa + Minnesota
+  start_date: 2023-06-24 12:00:00
+  end_date: 2023-06-25 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 34.25
+      latitude_max: 53.0
+      longitude_min: 255.64
+      longitude_max: 275.11
+  event_type: severe_convection
+- case_id_number: 60
+  title: June 2023 South + Midwest
+  start_date: 2023-06-25 12:00:00
+  end_date: 2023-06-26 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 27.25
+      latitude_max: 50.0
+      longitude_min: 259.62
+      longitude_max: 288.88
+  event_type: severe_convection
+- case_id_number: 61
+  title: June 2023 East Coast
+  start_date: 2023-06-26 12:00:00
+  end_date: 2023-06-27 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 29.25
+      latitude_max: 49.5
+      longitude_min: 272.34
+      longitude_max: 292.91
+  event_type: severe_convection
+- case_id_number: 62
+  title: June 2023 Midwest + Great Plains
+  start_date: 2023-06-29 12:00:00
+  end_date: 2023-06-30 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.5
+      latitude_max: 50.5
+      longitude_min: 248.64
+      longitude_max: 279.36
+  event_type: severe_convection
+- case_id_number: 63
+  title: June 2023 Southeast
+  start_date: 2023-06-14 12:00:00
+  end_date: 2023-06-15 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.5
+      latitude_max: 41.75
+      longitude_min: 257.55
+      longitude_max: 283.7
+  event_type: severe_convection
+- case_id_number: 64
+  title: June 2023 OK + TX + South
+  start_date: 2023-06-15 12:00:00
+  end_date: 2023-06-16 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.0
+      latitude_max: 48.0
+      longitude_min: 251.7
+      longitude_max: 284.55
+  event_type: severe_convection
+- case_id_number: 65
+  title: June 2023 South & Mid-Atlantic
+  start_date: 2023-06-16 12:00:00
+  end_date: 2023-06-17 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.75
+      latitude_max: 45.25
+      longitude_min: 254.5
+      longitude_max: 290.5
+  event_type: severe_convection
+- case_id_number: 66
+  title: June 2023 Great Plains + South
+  start_date: 2023-06-17 12:00:00
+  end_date: 2023-06-18 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.25
+      latitude_max: 46.5
+      longitude_min: 250.22
+      longitude_max: 279.78
+  event_type: severe_convection
+- case_id_number: 67
+  title: May 2023 Great Plains
+  start_date: 2023-05-10 12:00:00
+  end_date: 2023-05-11 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.75
+      latitude_max: 55.5
+      longitude_min: 248.76
+      longitude_max: 275.74
+  event_type: severe_convection
+- case_id_number: 68
+  title: May 2023 Great Plains + South
+  start_date: 2023-05-11 12:00:00
+  end_date: 2023-05-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 23.75
+      latitude_max: 47.25
+      longitude_min: 251.98
+      longitude_max: 283.77
+  event_type: severe_convection
+- case_id_number: 69
+  title: May 2023 Nebraska
+  start_date: 2023-05-12 12:00:00
+  end_date: 2023-05-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.75
+      latitude_max: 47.75
+      longitude_min: 254.17
+      longitude_max: 270.58
+  event_type: severe_convection
+- case_id_number: 70
+  title: May 2024 Texas
+  start_date: 2024-05-25 00:00:00
+  end_date: 2024-05-31 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 9.75
+      latitude_max: 32.25
+      longitude_min: 254.25
+      longitude_max: 277.0
+  event_type: heat_wave
+- case_id_number: 71
+  title: June 2024 Northeast US
+  start_date: 2024-06-17 00:00:00
+  end_date: 2024-06-23 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 37.0
+      latitude_max: 50.75
+      longitude_min: 272.0
+      longitude_max: 307.25
+  event_type: heat_wave
+- case_id_number: 72
+  title: July 2024 Southwest US
+  start_date: 2024-07-04 00:00:00
+  end_date: 2024-07-10 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 30.0
+      latitude_max: 42.75
+      longitude_min: 235.5
+      longitude_max: 248.75
+  event_type: heat_wave
+- case_id_number: 73
+  title: July 2024 Northeast US
+  start_date: 2024-07-07 00:00:00
+  end_date: 2024-07-13 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 35.75
+      latitude_max: 47.5
+      longitude_min: 281.0
+      longitude_max: 300.0
+  event_type: heat_wave
+- case_id_number: 74
+  title: July 2024 Mid-Atlantic US
+  start_date: 2024-07-15 00:00:00
+  end_date: 2024-07-21 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 35.25
+      latitude_max: 44.75
+      longitude_min: 280.0
+      longitude_max: 292.75
+  event_type: heat_wave
+- case_id_number: 75
+  title: August 2024 Midwest US
+  start_date: 2024-08-25 00:00:00
+  end_date: 2024-08-31 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 36.0
+      latitude_max: 46.25
+      longitude_min: 265.5
+      longitude_max: 278.25
+  event_type: heat_wave
+- case_id_number: 76
+  title: July 2024 Antarctica
+  start_date: 2024-07-01 00:00:00
+  end_date: 2024-07-31 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -90.0
+      latitude_max: -68.75
+      longitude_min: -9.5
+      longitude_max: 39.5
+  event_type: heat_wave
+- case_id_number: 77
+  title: August 2024 Canada
+  start_date: 2024-08-09 00:00:00
+  end_date: 2024-08-15 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 54.5
+      latitude_max: 73.5
+      longitude_min: 231.5
+      longitude_max: 272.5
+  event_type: heat_wave
+- case_id_number: 78
+  title: August 2024 Australia
+  start_date: 2024-08-22 00:00:00
+  end_date: 2024-08-30 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -32.5
+      latitude_max: -9.5
+      longitude_min: 116.25
+      longitude_max: 144.5
+  event_type: heat_wave
+- case_id_number: 79
+  title: July/August 2024 Japan
+  start_date: 2024-07-25 00:00:00
+  end_date: 2024-08-05 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.25
+      latitude_max: 43.0
+      longitude_min: 123.0
+      longitude_max: 142.75
+  event_type: heat_wave
+- case_id_number: 80
+  title: June 2024 Saudi Arabia
+  start_date: 2024-06-16 00:00:00
+  end_date: 2024-06-22 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 19.0
+      latitude_max: 35.0
+      longitude_min: 30.0
+      longitude_max: 54.0
+  event_type: heat_wave
+- case_id_number: 81
+  title: August 2024 Europe
+  start_date: 2024-08-10 00:00:00
+  end_date: 2024-08-16 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 35.5
+      latitude_max: 55.25
+      longitude_min: 0.0
+      longitude_max: 25.75
+  event_type: heat_wave
+- case_id_number: 82
+  title: July 2024 Ukraine
+  start_date: 2024-07-12 00:00:00
+  end_date: 2024-07-18 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 40.0
+      latitude_max: 56.75
+      longitude_min: 14.25
+      longitude_max: 45.0
+  event_type: heat_wave
+- case_id_number: 83
+  title: June 2024 Europe
+  start_date: 2024-06-20 00:00:00
+  end_date: 2024-06-30 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 45.5
+      latitude_max: 63.25
+      longitude_min: -4.0
+      longitude_max: 25.75
+  event_type: heat_wave
+- case_id_number: 84
+  title: May 2024 Central Mexico
+  start_date: 2024-05-23 00:00:00
+  end_date: 2024-05-31 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 7.25
+      latitude_max: 29.75
+      longitude_min: 252.5
+      longitude_max: 283.25
+  event_type: heat_wave
+- case_id_number: 85
+  title: May 2024 Pakistan/India
+  start_date: 2024-05-23 00:00:00
+  end_date: 2024-05-31 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 23.5
+      latitude_max: 42.5
+      longitude_min: 71.5
+      longitude_max: 98.5
+  event_type: heat_wave
+- case_id_number: 86
+  title: August 2023 Chile
+  start_date: 2023-08-01 00:00:00
+  end_date: 2023-08-07 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -37.25
+      latitude_max: -19.0
+      longitude_min: 288.5
+      longitude_max: 305.75
+  event_type: heat_wave
+- case_id_number: 87
+  title: January 2024 Pacific Northwest
+  start_date: 2024-01-11 12:00:00
+  end_date: 2024-01-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 41.25
+      latitude_max: 66.0
+      longitude_min: 221.25
+      longitude_max: 262.0
+  event_type: freeze
+- case_id_number: 88
+  title: April 2022 Nevada
+  start_date: 2022-04-11 18:00:00
+  end_date: 2022-04-17 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 36.5
+      latitude_max: 65.25
+      longitude_min: 225.75
+      longitude_max: 268.5
+  event_type: freeze
+- case_id_number: 89
+  title: February/March 2021 New England
+  start_date: 2021-03-04 18:00:00
+  end_date: 2021-03-10 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.5
+      latitude_max: 47.0
+      longitude_min: 283.25
+      longitude_max: 291.5
+  event_type: freeze
+- case_id_number: 90
+  title: January 2024 Northern Europe
+  start_date: 2024-01-01 06:00:00
+  end_date: 2024-01-09 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 51.25
+      latitude_max: 70.5
+      longitude_min: 5.25
+      longitude_max: 42.5
+  event_type: freeze
+- case_id_number: 91
+  title: December 2022 Europe
+  start_date: 2022-12-10 06:00:00
+  end_date: 2022-12-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 46.25
+      latitude_max: 70.75
+      longitude_min: -9.75
+      longitude_max: 25.75
+  event_type: freeze
+- case_id_number: 92
+  title: April 2024 Europe
+  start_date: 2024-04-16 12:00:00
+  end_date: 2024-04-27 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 40.5
+      latitude_max: 71.0
+      longitude_min: -4.0
+      longitude_max: 26.75
+  event_type: freeze
+- case_id_number: 93
+  title: January 2023 North China
+  start_date: 2024-01-20 00:00:00
+  end_date: 2024-02-04 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.25
+      latitude_max: 47.0
+      longitude_min: 118.0
+      longitude_max: 130.75
+  event_type: freeze
+- case_id_number: 94
+  title: April 2024 Sweden
+  start_date: 2024-04-02 00:00:00
+  end_date: 2024-04-08 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 58.25
+      latitude_max: 71.0
+      longitude_min: 8.25
+      longitude_max: 31.0
+  event_type: freeze
+- case_id_number: 95
+  title: November 2024 West Coast US
+  start_date: 2024-11-20 00:00:00
+  end_date: 2024-11-22 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 27.8
+      latitude_max: 54.2
+      longitude_min: 222.4
+      longitude_max: 245.3
+  event_type: atmospheric_river
+- case_id_number: 96
+  title: October 2024 British Columbia
+  start_date: 2024-10-18 00:00:00
+  end_date: 2024-10-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 56.0
+      longitude_min: 217.3
+      longitude_max: 247.0
+  event_type: atmospheric_river
+- case_id_number: 97
+  title: September 2024 SW Alaska and British Columbia
+  start_date: 2024-09-22 00:00:00
+  end_date: 2024-09-24 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 37.8
+      latitude_max: 62.2
+      longitude_min: 212.1
+      longitude_max: 247.9
+  event_type: atmospheric_river
+- case_id_number: 98
+  title: October 2024 Bosnia
+  start_date: 2024-10-03 00:00:00
+  end_date: 2024-10-05 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 34.8
+      latitude_max: 50.5
+      longitude_min: 8.2
+      longitude_max: 27.8
+  event_type: atmospheric_river
+- case_id_number: 99
+  title: April 2024 Eastern Australia
+  start_date: 2024-04-05 00:00:00
+  end_date: 2024-04-06 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -45.2
+      latitude_max: -17.8
+      longitude_min: 139.7
+      longitude_max: 163.1
+  event_type: atmospheric_river
+- case_id_number: 100
+  title: April 2024 Persian Gulf
+  start_date: 2024-04-14 00:00:00
+  end_date: 2024-04-18 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 16.8
+      latitude_max: 31.2
+      longitude_min: 45.6
+      longitude_max: 65.4
+  event_type: atmospheric_river
+- case_id_number: 101
+  title: February 2024 Pacific Northwest
+  start_date: 2024-02-28 00:00:00
+  end_date: 2024-03-04 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 35.8
+      latitude_max: 51.2
+      longitude_min: 227.1
+      longitude_max: 240.9
+  event_type: atmospheric_river
+- case_id_number: 102
+  title: February 2024 California
+  start_date: 2024-02-18 00:00:00
+  end_date: 2024-02-21 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.8
+      latitude_max: 49.2
+      longitude_min: 227.5
+      longitude_max: 243.3
+  event_type: atmospheric_river
+- case_id_number: 103
+  title: February 2024 California
+  start_date: 2024-02-03 00:00:00
+  end_date: 2024-02-06 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.8
+      latitude_max: 49.2
+      longitude_min: 227.5
+      longitude_max: 252.5
+  event_type: atmospheric_river
+- case_id_number: 104
+  title: January 2024 Alaska to California
+  start_date: 2024-01-26 00:00:00
+  end_date: 2024-02-03 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.8
+      latitude_max: 62.5
+      longitude_min: 202.5
+      longitude_max: 249.3
+  event_type: atmospheric_river
+- case_id_number: 105
+  title: January 2024 California and Arizona
+  start_date: 2024-01-22 00:00:00
+  end_date: 2024-01-23 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.8
+      latitude_max: 45.2
+      longitude_min: 232.5
+      longitude_max: 249.5
+  event_type: atmospheric_river
+- case_id_number: 106
+  title: December 2023 East Coast Cyclone
+  start_date: 2023-12-17 00:00:00
+  end_date: 2023-12-19 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 17.8
+      latitude_max: 52.2
+      longitude_min: 267.6
+      longitude_max: 302.4
+  event_type: atmospheric_river
+- case_id_number: 107
+  title: June 2023 Northwest Cloudband
+  start_date: 2023-06-25 00:00:00
+  end_date: 2023-06-28 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -35.2
+      latitude_max: -7.8
+      longitude_min: 113.6
+      longitude_max: 147.7
+  event_type: atmospheric_river
+- case_id_number: 108
+  title: April 2023 Middle East
+  start_date: 2023-04-01 00:00:00
+  end_date: 2023-05-01 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 17.5
+      latitude_max: 40.2
+      longitude_min: 22.6
+      longitude_max: 55.1
+  event_type: atmospheric_river
+- case_id_number: 109
+  title: March 2023 California and Arizona
+  start_date: 2023-03-09 00:00:00
+  end_date: 2023-03-15 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.8
+      latitude_max: 45.2
+      longitude_min: 232.5
+      longitude_max: 252.5
+  event_type: atmospheric_river
+- case_id_number: 110
+  title: March 2023 California
+  start_date: 2023-03-09 00:00:00
+  end_date: 2023-03-16 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.8
+      latitude_max: 46.2
+      longitude_min: 227.5
+      longitude_max: 252.5
+  event_type: atmospheric_river
+- case_id_number: 111
+  title: February 2023 Pacific Northwest
+  start_date: 2023-02-17 00:00:00
+  end_date: 2023-02-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 41.3
+      latitude_max: 55.7
+      longitude_min: 226.9
+      longitude_max: 240.8
+  event_type: atmospheric_river
+- case_id_number: 112
+  title: January 2023 California
+  start_date: 2023-01-04 00:00:00
+  end_date: 2023-01-10 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.8
+      latitude_max: 49.2
+      longitude_min: 227.5
+      longitude_max: 252.5
+  event_type: atmospheric_river
+- case_id_number: 113
+  title: December 2022 California
+  start_date: 2022-12-26 00:00:00
+  end_date: 2023-01-02 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.0
+      latitude_max: 56.2
+      longitude_min: 220.0
+      longitude_max: 252.8
+  event_type: atmospheric_river
+- case_id_number: 114
+  title: December 2022 Oregon and California
+  start_date: 2022-12-09 00:00:00
+  end_date: 2022-12-13 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 29.3
+      latitude_max: 50.0
+      longitude_min: 227.4
+      longitude_max: 243.6
+  event_type: atmospheric_river
+- case_id_number: 115
+  title: November 2022 - December 2022 California
+  start_date: 2022-11-29 00:00:00
+  end_date: 2022-12-06 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 27.3
+      latitude_max: 42.2
+      longitude_min: 227.4
+      longitude_max: 243.3
+  event_type: atmospheric_river
+- case_id_number: 116
+  title: October 2022 Victoria
+  start_date: 2022-10-13 00:00:00
+  end_date: 2022-10-14 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -53.2
+      latitude_max: -20.0
+      longitude_min: 116.4
+      longitude_max: 166.6
+  event_type: atmospheric_river
+- case_id_number: 117
+  title: October 2022 Victoria
+  start_date: 2022-10-30 00:00:00
+  end_date: 2022-10-31 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -53.2
+      latitude_max: -13.8
+      longitude_min: 116.4
+      longitude_max: 166.6
+  event_type: atmospheric_river
+- case_id_number: 118
+  title: November 2022 California
+  start_date: 2022-11-07 00:00:00
+  end_date: 2022-11-09 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 33.0
+      latitude_max: 49.2
+      longitude_min: 227.2
+      longitude_max: 247.8
+  event_type: atmospheric_river
+- case_id_number: 119
+  title: November 2022 Pacific Northwest
+  start_date: 2022-11-03 00:00:00
+  end_date: 2022-11-06 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 33.0
+      latitude_max: 54.5
+      longitude_min: 227.2
+      longitude_max: 247.8
+  event_type: atmospheric_river
+- case_id_number: 120
+  title: August 2022 Japan
+  start_date: 2022-08-01 00:00:00
+  end_date: 2022-09-01 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 27.8
+      latitude_max: 52.2
+      longitude_min: 122.4
+      longitude_max: 152.6
+  event_type: atmospheric_river
+- case_id_number: 121
+  title: June 2022 Pacific Northwest, Wyoming, and Montana
+  start_date: 2022-06-09 00:00:00
+  end_date: 2022-06-13 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 57.2
+      longitude_min: 227.3
+      longitude_max: 262.7
+  event_type: atmospheric_river
+- case_id_number: 122
+  title: March 2022 East Antarctica
+  start_date: 2022-03-15 00:00:00
+  end_date: 2022-03-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -71.0
+      latitude_max: -62.8
+      longitude_min: 101.3
+      longitude_max: 146.9
+  event_type: atmospheric_river
+- case_id_number: 123
+  title: February 2022 Southeast QLD / Northern NSW
+  start_date: 2022-02-26 00:00:00
+  end_date: 2022-03-01 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -37.2
+      latitude_max: -17.8
+      longitude_min: 142.3
+      longitude_max: 162.7
+  event_type: atmospheric_river
+- case_id_number: 124
+  title: February 2022 Pacific Northwest
+  start_date: 2022-02-26 00:00:00
+  end_date: 2022-03-03 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 34.8
+      latitude_max: 55.7
+      longitude_min: 227.2
+      longitude_max: 247.3
+  event_type: atmospheric_river
+- case_id_number: 125
+  title: January 2022 Norway and Sweden
+  start_date: 2022-01-14 00:00:00
+  end_date: 2022-01-15 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 50.8
+      latitude_max: 72.2
+      longitude_min: 356.3
+      longitude_max: 28.7
+  event_type: atmospheric_river
+- case_id_number: 126
+  title: January 2022 Colorado
+  start_date: 2022-01-04 00:00:00
+  end_date: 2022-01-08 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 29.8
+      latitude_max: 39.2
+      longitude_min: 251.3
+      longitude_max: 265.7
+  event_type: atmospheric_river
+- case_id_number: 127
+  title: January 2022 Pacific Northwest
+  start_date: 2022-01-02 00:00:00
+  end_date: 2022-01-09 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 57.2
+      longitude_min: 227.3
+      longitude_max: 245.7
+  event_type: atmospheric_river
+- case_id_number: 128
+  title: December 2021 - January 2022 Western US
+  start_date: 2021-12-22 00:00:00
+  end_date: 2022-01-02 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.8
+      latitude_max: 50.0
+      longitude_min: 227.5
+      longitude_max: 262.5
+  event_type: atmospheric_river
+- case_id_number: 129
+  title: December 2021 Pacific NW
+  start_date: 2021-12-10 00:00:00
+  end_date: 2021-12-15 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 53.5
+      longitude_min: 227.3
+      longitude_max: 243.7
+  event_type: atmospheric_river
+- case_id_number: 130
+  title: November 2021 Pacific Northwest
+  start_date: 2021-11-10 00:00:00
+  end_date: 2021-11-17 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 56.2
+      longitude_min: 227.3
+      longitude_max: 257.7
+  event_type: atmospheric_river
+- case_id_number: 131
+  title: October 2021 California
+  start_date: 2021-10-19 00:00:00
+  end_date: 2021-10-27 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.3
+      latitude_max: 49.2
+      longitude_min: 227.4
+      longitude_max: 251.1
+  event_type: atmospheric_river
+- case_id_number: 132
+  title: September 2021 Pacific Northwest
+  start_date: 2021-09-16 00:00:00
+  end_date: 2021-09-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 33.5
+      latitude_max: 57.2
+      longitude_min: 227.2
+      longitude_max: 257.8
+  event_type: atmospheric_river
+- case_id_number: 133
+  title: June 2021 Bloomington Indiana
+  start_date: 2021-06-18 00:00:00
+  end_date: 2021-06-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.8
+      latitude_max: 47.2
+      longitude_min: 265.3
+      longitude_max: 281.7
+  event_type: atmospheric_river
+- case_id_number: 134
+  title: June 2021 Alaska Trans-Pacific
+  start_date: 2021-06-24 00:00:00
+  end_date: 2021-06-27 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 47.8
+      latitude_max: 63.7
+      longitude_min: 181.5
+      longitude_max: 238.5
+  event_type: atmospheric_river
+- case_id_number: 135
+  title: March 2021 Sydney
+  start_date: 2021-03-17 00:00:00
+  end_date: 2021-03-25 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -41.2
+      latitude_max: -25.8
+      longitude_min: 142.1
+      longitude_max: 159.9
+  event_type: atmospheric_river
+- case_id_number: 136
+  title: February 2021 Pacific Northwest
+  start_date: 2021-02-21 00:00:00
+  end_date: 2021-02-24 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 34.5
+      latitude_max: 56.2
+      longitude_min: 227.2
+      longitude_max: 241.3
+  event_type: atmospheric_river
+- case_id_number: 137
+  title: January 2021 Pacific NW
+  start_date: 2021-01-11 00:00:00
+  end_date: 2021-01-14 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 56.2
+      longitude_min: 227.3
+      longitude_max: 252.0
+  event_type: atmospheric_river
+- case_id_number: 138
+  title: January 2021 Pacific Northwest
+  start_date: 2021-01-01 00:00:00
+  end_date: 2021-01-08 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 56.2
+      longitude_min: 227.3
+      longitude_max: 241.7
+  event_type: atmospheric_river
+- case_id_number: 139
+  title: December 2020 Pacific Northwest
+  start_date: 2020-12-17 00:00:00
+  end_date: 2020-12-23 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 55.5
+      longitude_min: 227.3
+      longitude_max: 247.0
+  event_type: atmospheric_river
+- case_id_number: 140
+  title: December 2020 Western US
+  start_date: 2020-12-11 00:00:00
+  end_date: 2020-12-18 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 30.0
+      latitude_max: 55.5
+      longitude_min: 227.3
+      longitude_max: 246.9
+  event_type: atmospheric_river
+- case_id_number: 141
+  title: December 2020 Alaska
+  start_date: 2020-12-01 00:00:00
+  end_date: 2020-12-05 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 47.8
+      latitude_max: 63.2
+      longitude_min: 191.5
+      longitude_max: 238.5
+  event_type: atmospheric_river
+- case_id_number: 142
+  title: November 2020 Western US
+  start_date: 2020-11-16 00:00:00
+  end_date: 2020-11-19 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 28.8
+      latitude_max: 54.7
+      longitude_min: 227.4
+      longitude_max: 243.9
+  event_type: atmospheric_river
+- case_id_number: 143
+  title: October 2020 Western Alps
+  start_date: 2020-10-02 00:00:00
+  end_date: 2020-10-04 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 36.8
+      latitude_max: 54.2
+      longitude_min: 357.1
+      longitude_max: 16.9
+  event_type: atmospheric_river
+- case_id_number: 144
+  title: September 2020 Pacific Northwest
+  start_date: 2020-09-23 00:00:00
+  end_date: 2020-09-28 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 34.8
+      latitude_max: 57.2
+      longitude_min: 227.2
+      longitude_max: 257.8
+  event_type: atmospheric_river
+- case_id_number: 145
+  title: September 2020 Pacific Northwest
+  start_date: 2020-09-14 00:00:00
+  end_date: 2020-09-19 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 53.5
+      longitude_min: 227.3
+      longitude_max: 240.5
+  event_type: atmospheric_river
+- case_id_number: 146
+  title: May 2020 Western US
+  start_date: 2020-05-16 00:00:00
+  end_date: 2020-05-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 28.0
+      latitude_max: 54.0
+      longitude_min: 227.4
+      longitude_max: 241.6
+  event_type: atmospheric_river
+- case_id_number: 147
+  title: March 2020 Southwestern US
+  start_date: 2020-03-09 00:00:00
+  end_date: 2020-03-14 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 22.8
+      latitude_max: 39.2
+      longitude_min: 232.5
+      longitude_max: 262.5
+  event_type: atmospheric_river
+- case_id_number: 148
+  title: February 2020 Southwestern US
+  start_date: 2020-02-21 00:00:00
+  end_date: 2020-02-24 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 22.8
+      latitude_max: 36.0
+      longitude_min: 235.8
+      longitude_max: 262.5
+  event_type: atmospheric_river
+- case_id_number: 149
+  title: February 2020 Western US
+  start_date: 2020-02-04 00:00:00
+  end_date: 2020-02-09 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.8
+      latitude_max: 55.2
+      longitude_min: 227.0
+      longitude_max: 250.7
+  event_type: atmospheric_river
+- case_id_number: 150
+  title: January 2020 Pacific Northwest
+  start_date: 2020-01-26 00:00:00
+  end_date: 2020-02-03 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.8
+      latitude_max: 56.7
+      longitude_min: 227.3
+      longitude_max: 250.5
+  event_type: atmospheric_river
+- case_id_number: 151
+  title: Milton
+  start_date: 2024-10-02 18:00:00
+  end_date: 2024-10-13 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 18.6
+      latitude_max: 31.7
+      longitude_min: 262.1
+      longitude_max: 296.5
+  event_type: tropical_cyclone
+- case_id_number: 152
+  title: Helene
+  start_date: 2024-09-21 12:00:00
+  end_date: 2024-09-30 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 15.0
+      latitude_max: 40.3
+      longitude_min: 269.5
+      longitude_max: 280.7
+  event_type: tropical_cyclone
+- case_id_number: 153
+  title: Francine
+  start_date: 2024-09-06 18:00:00
+  end_date: 2024-09-16 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 19.2
+      latitude_max: 38.1
+      longitude_min: 261.4
+      longitude_max: 272.7
+  event_type: tropical_cyclone
+- case_id_number: 154
+  title: Debby
+  start_date: 2024-07-31 12:00:00
+  end_date: 2024-08-12 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 18.2
+      latitude_max: 52.2
+      longitude_min: 273.2
+      longitude_max: 302.9
+  event_type: tropical_cyclone
+- case_id_number: 155
+  title: Beryl
+  start_date: 2024-06-26 12:00:00
+  end_date: 2024-07-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 6.7
+      latitude_max: 45.3
+      longitude_min: 261.7
+      longitude_max: 322.7
+  event_type: tropical_cyclone
+- case_id_number: 156
+  title: John
+  start_date: 2024-09-20 12:00:00
+  end_date: 2024-09-29 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 11.6
+      latitude_max: 20.5
+      longitude_min: 254.5
+      longitude_max: 263.9
+  event_type: tropical_cyclone
+- case_id_number: 157
+  title: Hone
+  start_date: 2024-08-17 12:00:00
+  end_date: 2024-09-03 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.5
+      latitude_max: 28.3
+      longitude_min: 177.9
+      longitude_max: 231.5
+  event_type: tropical_cyclone
+- case_id_number: 158
+  title: Trami
+  start_date: 2024-10-18 00:00:00
+  end_date: 2024-10-31 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.9
+      latitude_max: 19.9
+      longitude_min: 105.0
+      longitude_max: 139.8
+  event_type: tropical_cyclone
+- case_id_number: 159
+  title: Prapiroon (Butchoy)
+  start_date: 2024-07-17 06:00:00
+  end_date: 2024-07-27 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 12.1
+      latitude_max: 24.0
+      longitude_min: 104.3
+      longitude_max: 120.2
+  event_type: tropical_cyclone
+- case_id_number: 160
+  title: Gaemi (Carina)
+  start_date: 2024-07-17 00:00:00
+  end_date: 2024-07-30 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 9.4
+      latitude_max: 32.0
+      longitude_min: 110.6
+      longitude_max: 135.5
+  event_type: tropical_cyclone
+- case_id_number: 161
+  title: Shanshan
+  start_date: 2024-08-19 00:00:00
+  end_date: 2024-09-03 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 13.8
+      latitude_max: 37.8
+      longitude_min: 127.7
+      longitude_max: 146.3
+  event_type: tropical_cyclone
+- case_id_number: 162
+  title: Yagi (Enteng)
+  start_date: 2024-08-30 00:00:00
+  end_date: 2024-09-10 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 9.9
+      latitude_max: 23.8
+      longitude_min: 101.8
+      longitude_max: 128.7
+  event_type: tropical_cyclone
+- case_id_number: 163
+  title: Bebinca (Ferdie)
+  start_date: 2024-09-07 12:00:00
+  end_date: 2024-09-20 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 7.9
+      latitude_max: 35.7
+      longitude_min: 112.4
+      longitude_max: 149.9
+  event_type: tropical_cyclone
+- case_id_number: 164
+  title: Soulik (Gener)
+  start_date: 2024-09-13 06:00:00
+  end_date: 2024-09-22 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 14.3
+      latitude_max: 19.8
+      longitude_min: 102.2
+      longitude_max: 128.8
+  event_type: tropical_cyclone
+- case_id_number: 165
+  title: Krathon
+  start_date: 2024-09-24 12:00:00
+  end_date: 2024-10-05 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 16.2
+      latitude_max: 25.0
+      longitude_min: 116.8
+      longitude_max: 129.9
+  event_type: tropical_cyclone
+- case_id_number: 166
+  title: Asna
+  start_date: 2024-08-28 00:00:00
+  end_date: 2024-09-04 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 18.8
+      latitude_max: 26.1
+      longitude_min: 59.0
+      longitude_max: 70.7
+  event_type: tropical_cyclone
+- case_id_number: 167
+  title: Kirrily
+  start_date: 2024-01-15 00:00:00
+  end_date: 2024-02-07 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -31.8
+      latitude_max: -11.3
+      longitude_min: 135.3
+      longitude_max: 159.0
+  event_type: tropical_cyclone
+- case_id_number: 168
+  title: Belal
+  start_date: 2024-01-10 12:00:00
+  end_date: 2024-01-21 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -26.5
+      latitude_max: -11.1
+      longitude_min: 50.8
+      longitude_max: 68.1
+  event_type: tropical_cyclone
+- case_id_number: 169
+  title: Alvaro
+  start_date: 2023-12-30 00:00:00
+  end_date: 2024-01-06 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -31.3
+      latitude_max: -18.5
+      longitude_min: 38.2
+      longitude_max: 59.9
+  event_type: tropical_cyclone
+- case_id_number: 170
+  title: Franklin
+  start_date: 2023-08-17 18:00:00
+  end_date: 2023-09-11 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.6
+      latitude_max: 50.8
+      longitude_min: 286.3
+      longitude_max: 346.3
+  event_type: tropical_cyclone
+- case_id_number: 171
+  title: Harold
+  start_date: 2020-03-30 00:00:00
+  end_date: 2020-04-13 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -37.2
+      latitude_max: -7.0
+      longitude_min: 152.2
+      longitude_max: 214.7
+  event_type: tropical_cyclone
+- case_id_number: 172
+  title: Idalia
+  start_date: 2023-08-24 12:00:00
+  end_date: 2023-09-10 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 17.6
+      latitude_max: 47.4
+      longitude_min: 270.8
+      longitude_max: 304.9
+  event_type: tropical_cyclone
+- case_id_number: 173
+  title: Lee
+  start_date: 2023-09-03 12:00:00
+  end_date: 2023-09-20 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.0
+      latitude_max: 55.2
+      longitude_min: 289.4
+      longitude_max: 322.7
+  event_type: tropical_cyclone
+- case_id_number: 174
+  title: Ophelia
+  start_date: 2023-09-19 12:00:00
+  end_date: 2023-09-26 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.3
+      latitude_max: 41.1
+      longitude_min: 279.8
+      longitude_max: 287.5
+  event_type: tropical_cyclone
+- case_id_number: 175
+  title: Tammy
+  start_date: 2023-10-16 18:00:00
+  end_date: 2023-11-02 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.7
+      latitude_max: 35.5
+      longitude_min: 293.7
+      longitude_max: 314.2
+  event_type: tropical_cyclone
+- case_id_number: 176
+  title: Hilary
+  start_date: 2023-08-14 06:00:00
+  end_date: 2023-08-22 21:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 9.7
+      latitude_max: 33.6
+      longitude_min: 241.6
+      longitude_max: 261.5
+  event_type: tropical_cyclone
+- case_id_number: 177
+  title: Lidia
+  start_date: 2023-10-01 00:00:00
+  end_date: 2023-10-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 9.0
+      latitude_max: 26.7
+      longitude_min: 244.9
+      longitude_max: 261.8
+  event_type: tropical_cyclone
+- case_id_number: 178
+  title: Max
+  start_date: 2023-10-06 00:00:00
+  end_date: 2023-10-12 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 11.6
+      latitude_max: 20.1
+      longitude_min: 256.1
+      longitude_max: 262.4
+  event_type: tropical_cyclone
+- case_id_number: 179
+  title: Norma
+  start_date: 2023-10-15 06:00:00
+  end_date: 2023-10-25 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.2
+      latitude_max: 26.9
+      longitude_min: 247.4
+      longitude_max: 257.9
+  event_type: tropical_cyclone
+- case_id_number: 180
+  title: Otis
+  start_date: 2023-10-19 00:00:00
+  end_date: 2023-10-27 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 7.1
+      latitude_max: 20.8
+      longitude_min: 257.0
+      longitude_max: 266.5
+  event_type: tropical_cyclone
+- case_id_number: 181
+  title: Mawar (Betty)
+  start_date: 2023-05-16 00:00:00
+  end_date: 2023-06-05 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 2.2
+      latitude_max: 36.3
+      longitude_min: 122.7
+      longitude_max: 153.2
+  event_type: tropical_cyclone
+- case_id_number: 182
+  title: Talim (Dodong)
+  start_date: 2023-07-11 06:00:00
+  end_date: 2023-07-21 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 13.6
+      latitude_max: 25.6
+      longitude_min: 101.0
+      longitude_max: 125.1
+  event_type: tropical_cyclone
+- case_id_number: 183
+  title: Doksuri (Egay)
+  start_date: 2023-07-18 06:00:00
+  end_date: 2023-08-02 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.5
+      latitude_max: 39.6
+      longitude_min: 110.5
+      longitude_max: 136.0
+  event_type: tropical_cyclone
+- case_id_number: 184
+  title: Khanun (Falcon)
+  start_date: 2023-07-24 06:00:00
+  end_date: 2023-08-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 6.7
+      latitude_max: 41.3
+      longitude_min: 121.8
+      longitude_max: 143.6
+  event_type: tropical_cyclone
+- case_id_number: 185
+  title: Lan
+  start_date: 2023-08-04 00:00:00
+  end_date: 2023-08-20 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 21.1
+      latitude_max: 50.0
+      longitude_min: 132.3
+      longitude_max: 152.0
+  event_type: tropical_cyclone
+- case_id_number: 186
+  title: Saola (Goring)
+  start_date: 2023-08-20 00:00:00
+  end_date: 2023-09-06 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 13.8
+      latitude_max: 24.2
+      longitude_min: 106.8
+      longitude_max: 130.3
+  event_type: tropical_cyclone
+- case_id_number: 187
+  title: Haikui
+  start_date: 2023-08-25 00:00:00
+  end_date: 2023-09-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 15.9
+      latitude_max: 25.9
+      longitude_min: 107.0
+      longitude_max: 146.8
+  event_type: tropical_cyclone
+- case_id_number: 188
+  title: Koinu (Jenny)
+  start_date: 2023-09-25 12:00:00
+  end_date: 2023-10-12 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 12.0
+      latitude_max: 24.4
+      longitude_min: 109.0
+      longitude_max: 146.1
+  event_type: tropical_cyclone
+- case_id_number: 189
+  title: Mocha
+  start_date: 2023-05-06 18:00:00
+  end_date: 2023-05-17 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 5.4
+      latitude_max: 27.3
+      longitude_min: 85.7
+      longitude_max: 100.1
+  event_type: tropical_cyclone
+- case_id_number: 190
+  title: Biparjoy
+  start_date: 2023-06-03 00:00:00
+  end_date: 2023-06-21 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 8.1
+      latitude_max: 28.5
+      longitude_min: 63.6
+      longitude_max: 78.3
+  event_type: tropical_cyclone
+- case_id_number: 191
+  title: Hamoon
+  start_date: 2023-10-18 06:00:00
+  end_date: 2023-10-27 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.2
+      latitude_max: 24.9
+      longitude_min: 83.5
+      longitude_max: 94.8
+  event_type: tropical_cyclone
+- case_id_number: 192
+  title: Freddy
+  start_date: 2023-02-02 12:00:00
+  end_date: 2023-03-15 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -26.3
+      latitude_max: -8.9
+      longitude_min: 29.0
+      longitude_max: 121.6
+  event_type: tropical_cyclone
+- case_id_number: 193
+  title: Jasper
+  start_date: 2023-11-30 12:00:00
+  end_date: 2023-12-19 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -20.0
+      latitude_max: -5.3
+      longitude_min: 139.0
+      longitude_max: 167.2
+  event_type: tropical_cyclone
+- case_id_number: 194
+  title: Alex
+  start_date: 2022-05-31 18:00:00
+  end_date: 2022-06-08 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 19.1
+      latitude_max: 36.9
+      longitude_min: 270.1
+      longitude_max: 300.2
+  event_type: tropical_cyclone
+- case_id_number: 195
+  title: Fiona
+  start_date: 2022-09-12 06:00:00
+  end_date: 2022-09-29 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 13.5
+      latitude_max: 66.2
+      longitude_min: 285.9
+      longitude_max: 314.4
+  event_type: tropical_cyclone
+- case_id_number: 196
+  title: Ian
+  start_date: 2022-09-20 18:00:00
+  end_date: 2022-10-03 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.1
+      latitude_max: 37.5
+      longitude_min: 274.0
+      longitude_max: 296.0
+  event_type: tropical_cyclone
+- case_id_number: 197
+  title: Julia
+  start_date: 2022-10-04 12:00:00
+  end_date: 2022-10-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 9.2
+      latitude_max: 15.9
+      longitude_min: 267.8
+      longitude_max: 295.8
+  event_type: tropical_cyclone
+- case_id_number: 198
+  title: Nicole
+  start_date: 2022-11-04 12:00:00
+  end_date: 2022-11-13 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 18.4
+      latitude_max: 37.6
+      longitude_min: 272.9
+      longitude_max: 295.7
+  event_type: tropical_cyclone
+- case_id_number: 199
+  title: Agatha
+  start_date: 2022-05-25 18:00:00
+  end_date: 2022-06-03 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.6
+      latitude_max: 20.5
+      longitude_min: 258.6
+      longitude_max: 267.7
+  event_type: tropical_cyclone
+- case_id_number: 200
+  title: Kay
+  start_date: 2022-09-02 12:00:00
+  end_date: 2022-09-15 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 11.9
+      latitude_max: 33.4
+      longitude_min: 235.8
+      longitude_max: 261.4
+  event_type: tropical_cyclone
+- case_id_number: 201
+  title: Roslyn
+  start_date: 2022-10-18 00:00:00
+  end_date: 2022-10-26 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 12.9
+      latitude_max: 27.8
+      longitude_min: 251.0
+      longitude_max: 261.4
+  event_type: tropical_cyclone
+- case_id_number: 202
+  title: Megi (Agaton)
+  start_date: 2022-04-06 12:00:00
+  end_date: 2022-04-15 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 7.7
+      latitude_max: 13.5
+      longitude_min: 122.4
+      longitude_max: 130.7
+  event_type: tropical_cyclone
+- case_id_number: 203
+  title: Hinnamnor (Henry)
+  start_date: 2022-08-25 00:00:00
+  end_date: 2022-09-10 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 19.1
+      latitude_max: 62.0
+      longitude_min: 122.2
+      longitude_max: 153.4
+  event_type: tropical_cyclone
+- case_id_number: 204
+  title: Muifa (Inday)
+  start_date: 2022-09-02 06:00:00
+  end_date: 2022-09-18 21:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 14.7
+      latitude_max: 45.6
+      longitude_min: 118.0
+      longitude_max: 147.7
+  event_type: tropical_cyclone
+- case_id_number: 205
+  title: Nanmadol (Josie)
+  start_date: 2022-09-09 06:00:00
+  end_date: 2022-09-22 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 19.5
+      latitude_max: 41.1
+      longitude_min: 128.0
+      longitude_max: 149.7
+  event_type: tropical_cyclone
+- case_id_number: 206
+  title: Noru (Karding)
+  start_date: 2022-09-19 00:00:00
+  end_date: 2022-10-01 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 12.8
+      latitude_max: 20.2
+      longitude_min: 101.0
+      longitude_max: 136.8
+  event_type: tropical_cyclone
+- case_id_number: 207
+  title: Nalgae (Paeng)
+  start_date: 2022-10-24 00:00:00
+  end_date: 2022-11-05 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 9.0
+      latitude_max: 24.3
+      longitude_min: 111.0
+      longitude_max: 136.6
+  event_type: tropical_cyclone
+- case_id_number: 208
+  title: Sitrang
+  start_date: 2022-10-19 18:00:00
+  end_date: 2022-10-27 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.4
+      latitude_max: 26.7
+      longitude_min: 85.8
+      longitude_max: 95.6
+  event_type: tropical_cyclone
+- case_id_number: 209
+  title: Ana
+  start_date: 2021-01-26 12:00:00
+  end_date: 2021-02-05 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -32.5
+      latitude_max: -13.3
+      longitude_min: 168.8
+      longitude_max: 191.7
+  event_type: tropical_cyclone
+- case_id_number: 210
+  title: Batsirai
+  start_date: 2022-01-22 00:00:00
+  end_date: 2022-02-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -41.7
+      latitude_max: -7.2
+      longitude_min: 38.5
+      longitude_max: 94.0
+  event_type: tropical_cyclone
+- case_id_number: 211
+  title: Gombe
+  start_date: 2022-03-04 00:00:00
+  end_date: 2022-03-19 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -20.7
+      latitude_max: -12.7
+      longitude_min: 34.2
+      longitude_max: 57.6
+  event_type: tropical_cyclone
+- case_id_number: 212
+  title: Seth
+  start_date: 2021-12-21 12:00:00
+  end_date: 2022-01-09 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -30.3
+      latitude_max: -6.5
+      longitude_min: 127.3
+      longitude_max: 161.5
+  event_type: tropical_cyclone
+- case_id_number: 213
+  title: Blas
+  start_date: 2022-06-12 06:00:00
+  end_date: 2022-06-24 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 11.4
+      latitude_max: 21.5
+      longitude_min: 240.9
+      longitude_max: 260.3
+  event_type: tropical_cyclone
+- case_id_number: 214
+  title: Elsa
+  start_date: 2021-06-28 18:00:00
+  end_date: 2021-07-12 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 7.1
+      latitude_max: 49.0
+      longitude_min: 274.1
+      longitude_max: 319.5
+  event_type: tropical_cyclone
+- case_id_number: 215
+  title: Fred
+  start_date: 2021-08-07 18:00:00
+  end_date: 2021-08-22 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 11.7
+      latitude_max: 44.9
+      longitude_min: 271.8
+      longitude_max: 303.6
+  event_type: tropical_cyclone
+- case_id_number: 216
+  title: Grace
+  start_date: 2021-08-11 06:00:00
+  end_date: 2021-08-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 12.8
+      latitude_max: 23.0
+      longitude_min: 259.7
+      longitude_max: 315.6
+  event_type: tropical_cyclone
+- case_id_number: 217
+  title: Henri
+  start_date: 2021-08-13 00:00:00
+  end_date: 2021-08-26 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 27.3
+      latitude_max: 44.5
+      longitude_min: 283.0
+      longitude_max: 299.9
+  event_type: tropical_cyclone
+- case_id_number: 218
+  title: Ida
+  start_date: 2021-08-24 12:00:00
+  end_date: 2021-09-06 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 14.3
+      latitude_max: 51.0
+      longitude_min: 266.8
+      longitude_max: 299.9
+  event_type: tropical_cyclone
+- case_id_number: 219
+  title: Larry
+  start_date: 2021-08-29 18:00:00
+  end_date: 2021-09-13 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 9.3
+      latitude_max: 57.5
+      longitude_min: 295.4
+      longitude_max: 341.7
+  event_type: tropical_cyclone
+- case_id_number: 220
+  title: Nicholas
+  start_date: 2021-09-10 12:00:00
+  end_date: 2021-09-19 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 18.8
+      latitude_max: 33.0
+      longitude_min: 260.9
+      longitude_max: 270.8
+  event_type: tropical_cyclone
+- case_id_number: 221
+  title: Claudette
+  start_date: 2021-06-15 18:00:00
+  end_date: 2021-06-25 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 20.3
+      latitude_max: 46.3
+      longitude_min: 265.4
+      longitude_max: 302.8
+  event_type: tropical_cyclone
+- case_id_number: 222
+  title: Nora
+  start_date: 2021-08-22 06:00:00
+  end_date: 2021-09-01 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.0
+      latitude_max: 26.5
+      longitude_min: 250.3
+      longitude_max: 267.3
+  event_type: tropical_cyclone
+- case_id_number: 223
+  title: Olaf
+  start_date: 2021-09-04 18:00:00
+  end_date: 2021-09-14 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 14.9
+      latitude_max: 26.9
+      longitude_min: 242.8
+      longitude_max: 256.6
+  event_type: tropical_cyclone
+- case_id_number: 224
+  title: Pamela
+  start_date: 2021-10-08 06:00:00
+  end_date: 2021-10-15 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 11.9
+      latitude_max: 27.3
+      longitude_min: 248.4
+      longitude_max: 259.9
+  event_type: tropical_cyclone
+- case_id_number: 225
+  title: Surigae (Bising)
+  start_date: 2021-04-09 12:00:00
+  end_date: 2021-05-02 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 3.3
+      latitude_max: 49.7
+      longitude_min: 122.5
+      longitude_max: 186.8
+  event_type: tropical_cyclone
+- case_id_number: 226
+  title: In-fa (Fabian)
+  start_date: 2021-07-14 00:00:00
+  end_date: 2021-08-02 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 14.9
+      latitude_max: 42.4
+      longitude_min: 114.4
+      longitude_max: 137.6
+  event_type: tropical_cyclone
+- case_id_number: 227
+  title: Kompasu (Maring)
+  start_date: 2021-10-05 18:00:00
+  end_date: 2021-10-16 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 11.8
+      latitude_max: 21.7
+      longitude_min: 103.4
+      longitude_max: 136.5
+  event_type: tropical_cyclone
+- case_id_number: 228
+  title: Rai
+  start_date: 2021-12-09 12:00:00
+  end_date: 2021-12-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 3.1
+      latitude_max: 23.9
+      longitude_min: 108.3
+      longitude_max: 147.3
+  event_type: tropical_cyclone
+- case_id_number: 229
+  title: Tauktae
+  start_date: 2021-05-11 06:00:00
+  end_date: 2021-05-21 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 7.8
+      latitude_max: 28.0
+      longitude_min: 68.6
+      longitude_max: 77.1
+  event_type: tropical_cyclone
+- case_id_number: 230
+  title: Yaas
+  start_date: 2021-05-21 00:00:00
+  end_date: 2021-05-29 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 13.2
+      latitude_max: 26.9
+      longitude_min: 82.5
+      longitude_max: 92.3
+  event_type: tropical_cyclone
+- case_id_number: 231
+  title: Gulab and Shaheen
+  start_date: 2021-09-21 18:00:00
+  end_date: 2021-10-06 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 15.9
+      latitude_max: 26.6
+      longitude_min: 53.7
+      longitude_max: 96.5
+  event_type: tropical_cyclone
+- case_id_number: 232
+  title: Eloise
+  start_date: 2021-01-09 18:00:00
+  end_date: 2021-01-26 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -24.7
+      latitude_max: -9.3
+      longitude_min: 28.8
+      longitude_max: 88.1
+  event_type: tropical_cyclone
+- case_id_number: 233
+  title: Amanda and Cristobal
+  start_date: 2020-05-28 18:00:00
+  end_date: 2020-06-02 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.0
+      latitude_max: 55.6
+      longitude_min: 265.0
+      longitude_max: 283.3
+  event_type: tropical_cyclone
+- case_id_number: 234
+  title: Hanna
+  start_date: 2020-07-21 00:00:00
+  end_date: 2020-07-28 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 23.5
+      latitude_max: 29.4
+      longitude_min: 257.2
+      longitude_max: 274.2
+  event_type: tropical_cyclone
+- case_id_number: 235
+  title: Isaias
+  start_date: 2020-07-26 12:00:00
+  end_date: 2020-08-07 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 10.3
+      latitude_max: 48.9
+      longitude_min: 277.7
+      longitude_max: 308.3
+  event_type: tropical_cyclone
+- case_id_number: 236
+  title: Laura
+  start_date: 2020-08-18 00:00:00
+  end_date: 2020-08-31 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 12.2
+      latitude_max: 40.5
+      longitude_min: 264.3
+      longitude_max: 315.0
+  event_type: tropical_cyclone
+- case_id_number: 237
+  title: Nana
+  start_date: 2020-08-30 06:00:00
+  end_date: 2020-09-06 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 13.6
+      latitude_max: 19.3
+      longitude_min: 266.3
+      longitude_max: 287.1
+  event_type: tropical_cyclone
+- case_id_number: 238
+  title: Paulette
+  start_date: 2020-09-05 00:00:00
+  end_date: 2020-09-30 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 14.7
+      latitude_max: 49.3
+      longitude_min: 292.8
+      longitude_max: 345.7
+  event_type: tropical_cyclone
+- case_id_number: 239
+  title: Sally
+  start_date: 2020-09-09 18:00:00
+  end_date: 2020-09-20 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 23.2
+      latitude_max: 36.3
+      longitude_min: 269.4
+      longitude_max: 283.9
+  event_type: tropical_cyclone
+- case_id_number: 240
+  title: Teddy
+  start_date: 2020-09-10 06:00:00
+  end_date: 2020-09-26 06:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 8.8
+      latitude_max: 55.0
+      longitude_min: 293.4
+      longitude_max: 330.9
+  event_type: tropical_cyclone
+- case_id_number: 241
+  title: Delta
+  start_date: 2020-10-02 18:00:00
+  end_date: 2020-10-13 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 14.2
+      latitude_max: 37.3
+      longitude_min: 263.9
+      longitude_max: 286.1
+  event_type: tropical_cyclone
+- case_id_number: 242
+  title: Zeta
+  start_date: 2020-10-22 12:00:00
+  end_date: 2020-11-01 00:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 15.5
+      latitude_max: 41.7
+      longitude_min: 265.9
+      longitude_max: 290.7
+  event_type: tropical_cyclone
+- case_id_number: 243
+  title: Eta
+  start_date: 2020-10-29 18:00:00
+  end_date: 2020-11-16 00:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 37.9
+      longitude_min: 269.9
+      longitude_max: 293.1
+  event_type: tropical_cyclone
+- case_id_number: 244
+  title: Iota
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+  end_date: 2020-11-20 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 17.7
+      longitude_min: 268.7
+      longitude_max: 291.4
+  event_type: tropical_cyclone
+- case_id_number: 245
+  title: Genevieve
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+  end_date: 2020-08-24 06:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 29.2
+      longitude_min: 240.3
+      longitude_max: 265.8
+  event_type: tropical_cyclone
+- case_id_number: 246
+  title: Hagupit (Dindo)
+  start_date: 2020-07-29 06:00:00
+  end_date: 2020-08-14 00:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 54.5
+      longitude_min: 117.9
+      longitude_max: 182.5
+  event_type: tropical_cyclone
+- case_id_number: 247
+  title: Maysak
+  start_date: 2020-08-24 00:00:00
+  end_date: 2020-09-08 00:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 55.4
+      longitude_min: 120.7
+      longitude_max: 136.2
+  event_type: tropical_cyclone
+- case_id_number: 248
+  title: Noul (Leon)
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+  end_date: 2020-09-21 00:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 18.7
+      longitude_min: 98.2
+      longitude_max: 129.6
+  event_type: tropical_cyclone
+- case_id_number: 249
+  title: Linfa
+  start_date: 2020-10-05 06:00:00
+  end_date: 2020-10-14 00:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 17.3
+      longitude_min: 104.6
+      longitude_max: 127.1
+  event_type: tropical_cyclone
+- case_id_number: 250
+  title: Molave (Quinta)
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+  end_date: 2020-10-31 06:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 17.8
+      longitude_min: 101.8
+      longitude_max: 139.8
+  event_type: tropical_cyclone
+- case_id_number: 251
+  title: Goni (Rolly)
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+  end_date: 2020-11-08 06:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 18.9
+      longitude_min: 105.6
+      longitude_max: 146.2
+  event_type: tropical_cyclone
+- case_id_number: 252
+  title: Vamco (Ulysse)
+  start_date: 2020-11-06 00:00:00
+  end_date: 2020-11-18 00:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 21.5
+      longitude_min: 101.3
+      longitude_max: 137.2
+  event_type: tropical_cyclone
+- case_id_number: 253
+  title: Remal
+  start_date: 2024-05-23 12:00:00
+  end_date: 2024-05-29 18:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 26.4
+      longitude_min: 86.0
+      longitude_max: 92.8
+  event_type: tropical_cyclone
+- case_id_number: 254
+  title: Amphan
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+  end_date: 2020-05-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 27.6
+      longitude_min: 83.8
+      longitude_max: 92.4
+  event_type: tropical_cyclone
+- case_id_number: 255
+  title: Nisarga
+  start_date: 2020-05-29 18:00:00
+  end_date: 2020-06-06 06:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 24.4
+      longitude_min: 68.8
+      longitude_max: 79.9
+  event_type: tropical_cyclone
+- case_id_number: 256
+  title: Damien
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+  end_date: 2020-02-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -13.8
+      longitude_min: 113.9
+      longitude_max: 131.8
+  event_type: tropical_cyclone
+- case_id_number: 257
+  title: January 2020 Australia
+  start_date: 2020-01-19 12:00:00
+  end_date: 2020-01-20 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -29.5
+      longitude_min: 144.01
+      longitude_max: 155.74
+  event_type: severe_convection
+- case_id_number: 258
+  title: April 2020 Australia
+  start_date: 2020-04-02 12:00:00
+  end_date: 2020-04-03 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -26.5
+      longitude_min: 138.03
+      longitude_max: 153.47
+  event_type: severe_convection
+- case_id_number: 259
+  title: May 2020 Australia
+  start_date: 2020-05-30 12:00:00
+  end_date: 2020-05-31 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -28.75
+      longitude_min: 132.78
+      longitude_max: 143.72
+  event_type: severe_convection
+- case_id_number: 260
+  title: September 2020 Australia
+  start_date: 2020-09-24 12:00:00
+  end_date: 2020-09-25 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -29.5
+      longitude_min: 146.03
+      longitude_max: 155.97
+  event_type: severe_convection
+- case_id_number: 261
+  title: October 2020 Australia
+  start_date: 2020-10-30 12:00:00
+  end_date: 2020-10-31 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -23.25
+      longitude_min: 146.13
+      longitude_max: 157.87
+  event_type: severe_convection
+- case_id_number: 262
+  title: December 2020 Australia
+  start_date: 2020-12-04 12:00:00
+  end_date: 2020-12-05 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -26.75
+      longitude_min: 142.1
+      longitude_max: 152.9
+  event_type: severe_convection
+- case_id_number: 263
+  title: September 2021 Australia
+  start_date: 2021-09-29 12:00:00
+  end_date: 2021-09-30 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -39.0
+      latitude_max: -25.5
+      longitude_min: 142.59
+      longitude_max: 156.16
+  event_type: severe_convection
+- case_id_number: 264
+  title: October 2021 Australia
+  start_date: 2021-10-13 12:00:00
+  end_date: 2021-10-14 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -39.5
+      latitude_max: -25.5
+      longitude_min: 143.83
+      longitude_max: 156.67
+  event_type: severe_convection
+- case_id_number: 265
+  title: October 2021 Australia
+  start_date: 2021-10-17 12:00:00
+  end_date: 2021-10-19 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -34.75
+      latitude_max: -16.25
+      longitude_min: 144.02
+      longitude_max: 157.86
+  event_type: severe_convection
+- case_id_number: 266
+  title: October 2021 Australia
+  start_date: 2021-10-27 12:00:00
+  end_date: 2021-10-28 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -29.25
+      longitude_min: 130.77
+      longitude_max: 144.23
+  event_type: severe_convection
+- case_id_number: 267
+  title: December 2021 Australia
+  start_date: 2021-12-02 12:00:00
+  end_date: 2021-12-03 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -28.75
+      longitude_min: 145.3
+      longitude_max: 155.95
+  event_type: severe_convection
+- case_id_number: 268
+  title: December 2021 Australia
+  start_date: 2021-12-08 12:00:00
+  end_date: 2021-12-09 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -23.0
+      longitude_min: 145.45
+      longitude_max: 156.8
+  event_type: severe_convection
+- case_id_number: 269
+  title: January 2022 Australia
+  start_date: 2022-01-14 12:00:00
+  end_date: 2022-01-15 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -29.25
+      longitude_min: 144.24
+      longitude_max: 155.76
+  event_type: severe_convection
+- case_id_number: 270
+  title: March 2022 Australia
+  start_date: 2022-03-03 12:00:00
+  end_date: 2022-03-04 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -22.25
+      longitude_min: 148.23
+      longitude_max: 157.77
+  event_type: severe_convection
+- case_id_number: 271
+  title: December 2022 Australia
+  start_date: 2022-12-07 12:00:00
+  end_date: 2022-12-08 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -21.5
+      longitude_min: 147.99
+      longitude_max: 157.51
+  event_type: severe_convection
+- case_id_number: 272
+  title: February 2023 Australia
+  start_date: 2023-02-13 12:00:00
+  end_date: 2023-02-14 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -22.0
+      longitude_min: 146.97
+      longitude_max: 158.28
+  event_type: severe_convection
+- case_id_number: 273
+  title: December 2023 Australia
+  start_date: 2023-12-11 12:00:00
+  end_date: 2023-12-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -33.0
+      longitude_min: 135.16
+      longitude_max: 145.34
+  event_type: severe_convection
+- case_id_number: 274
+  title: December 2023 Australia
+  start_date: 2023-12-24 12:00:00
+  end_date: 2023-12-26 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -22.5
+      longitude_min: 146.57
+      longitude_max: 158.29
+  event_type: severe_convection
+- case_id_number: 275
+  title: August 2024 Australia
+  start_date: 2024-08-24 12:00:00
+  end_date: 2024-08-25 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -30.75
+      longitude_min: 138.94
+      longitude_max: 152.56
+  event_type: severe_convection
+- case_id_number: 276
+  title: October 2024 Australia
+  start_date: 2024-10-08 12:00:00
+  end_date: 2024-10-09 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -21.25
+      longitude_min: 143.73
+      longitude_max: 157.77
+  event_type: severe_convection
+- case_id_number: 277
+  title: October 2024 Australia
+  start_date: 2024-10-16 12:00:00
+  end_date: 2024-10-17 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -32.0
+      longitude_min: 136.18
+      longitude_max: 147.32
+  event_type: severe_convection
+- case_id_number: 278
+  title: November 2024 Australia
+  start_date: 2024-10-31 12:00:00
+  end_date: 2024-11-01 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -20.75
+      longitude_min: 147.73
+      longitude_max: 158.27
+  event_type: severe_convection
+- case_id_number: 279
+  title: November 2024 Australia
+  start_date: 2024-11-12 12:00:00
+  end_date: 2024-11-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: -23.5
+      longitude_min: 143.38
+      longitude_max: 158.37
+  event_type: severe_convection
+- case_id_number: 280
+  title: April 2023 Midwest
+  start_date: 2023-04-05 12:00:00
+  end_date: 2023-04-06 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 44.75
+      longitude_min: 256.04
+      longitude_max: 282.71
+  event_type: severe_convection
+- case_id_number: 281
+  title: March 2023 Midwest + Southeast
+  start_date: 2023-03-31 12:00:00
+  end_date: 2023-04-01 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 49.0
+      longitude_min: 259.15
+      longitude_max: 284.1
+  event_type: severe_convection
+- case_id_number: 282
+  title: March 2023 North America
+  start_date: 2023-03-02 12:00:00
+  end_date: 2023-03-03 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 41.5
+      longitude_min: 254.81
+      longitude_max: 273.19
+  event_type: severe_convection
+- case_id_number: 283
+  title: February 2023 North America
+  start_date: 2023-02-26 12:00:00
+  end_date: 2023-02-27 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 43.0
+      longitude_min: 252.97
+      longitude_max: 271.78
+  event_type: severe_convection
+- case_id_number: 284
+  title: July 2022 Great Plains
+  start_date: 2022-07-22 12:00:00
+  end_date: 2022-07-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 54.25
+      longitude_min: 251.57
+      longitude_max: 280.43
+  event_type: severe_convection
+- case_id_number: 285
+  title: June 2022 Southwest
+  start_date: 2022-06-07 12:00:00
+  end_date: 2022-06-08 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 49.5
+      longitude_min: 249.57
+      longitude_max: 272.68
+  event_type: severe_convection
+- case_id_number: 286
+  title: May 2022 Midwest
+  start_date: 2022-05-12 12:00:00
+  end_date: 2022-05-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 52.75
+      longitude_min: 250.71
+      longitude_max: 277.79
+  event_type: severe_convection
+- case_id_number: 287
+  title: April 2022 Great Plains
+  start_date: 2022-04-12 12:00:00
+  end_date: 2022-04-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 50.5
+      longitude_min: 255.41
+      longitude_max: 278.09
+  event_type: severe_convection
+- case_id_number: 288
+  title: April 2022 South
+  start_date: 2022-04-05 12:00:00
+  end_date: 2022-04-06 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 45.0
+      longitude_min: 260.49
+      longitude_max: 285.51
+  event_type: severe_convection
+- case_id_number: 289
+  title: December 2021 Midwest
+  start_date: 2021-12-15 12:00:00
+  end_date: 2021-12-16 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.5
+      latitude_max: 49.75
+      longitude_min: 255.01
+      longitude_max: 274.74
+  event_type: severe_convection
+- case_id_number: 290
+  title: December 2021 Great Plains
+  start_date: 2021-12-10 12:00:00
+  end_date: 2021-12-11 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 28.25
+      latitude_max: 46.0
+      longitude_min: 258.43
+      longitude_max: 281.32
+  event_type: severe_convection
+- case_id_number: 291
+  title: June 2021 Great Plains
+  start_date: 2021-06-18 12:00:00
+  end_date: 2021-06-19 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 25.0
+      latitude_max: 52.0
+      longitude_min: 258.87
+      longitude_max: 281.88
+  event_type: severe_convection
+- case_id_number: 292
+  title: May 2021 Great Plains
+  start_date: 2021-05-03 12:00:00
+  end_date: 2021-05-05 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.0
+      latitude_max: 45.75
+      longitude_min: 250.26
+      longitude_max: 288.49
+  event_type: severe_convection
+- case_id_number: 293
+  title: March 2021 South
+  start_date: 2021-03-27 12:00:00
+  end_date: 2021-03-28 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.5
+      latitude_max: 45.25
+      longitude_min: 259.22
+      longitude_max: 288.03
+  event_type: severe_convection
+- case_id_number: 294
+  title: March 2021 South
+  start_date: 2021-03-25 12:00:00
+  end_date: 2021-03-26 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 44.5
+      longitude_min: 264.48
+      longitude_max: 284.27
+  event_type: severe_convection
+- case_id_number: 295
+  title: April 2020 South
+  start_date: 2020-04-22 12:00:00
+  end_date: 2020-04-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 41.75
+      longitude_min: 256.05
+      longitude_max: 277.2
+  event_type: severe_convection
+- case_id_number: 296
+  title: April 2020 Southeast
+  start_date: 2020-04-12 12:00:00
+  end_date: 2020-04-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
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+      latitude_max: 40.75
+      longitude_min: 257.06
+      longitude_max: 285.94
+  event_type: severe_convection
+- case_id_number: 297
+  title: April 2020 Midwest
+  start_date: 2020-04-08 12:00:00
+  end_date: 2020-04-09 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.25
+      latitude_max: 46.5
+      longitude_min: 262.2
+      longitude_max: 288.8
+  event_type: severe_convection
+- case_id_number: 298
+  title: March 2020 South
+  start_date: 2020-03-28 12:00:00
+  end_date: 2020-03-29 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 27.25
+      latitude_max: 48.25
+      longitude_min: 257.9
+      longitude_max: 286.35
+  event_type: severe_convection
+- case_id_number: 299
+  title: March 2020 Southeast
+  start_date: 2020-03-02 12:00:00
+  end_date: 2020-03-03 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 30.25
+      latitude_max: 43.5
+      longitude_min: 261.93
+      longitude_max: 280.82
+  event_type: severe_convection
+- case_id_number: 300
+  title: February 2020 East
+  start_date: 2020-02-05 12:00:00
+  end_date: 2020-02-07 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 23.25
+      latitude_max: 41.25
+      longitude_min: 260.81
+      longitude_max: 288.16
+  event_type: severe_convection
+- case_id_number: 301
+  title: January 2020 South
+  start_date: 2020-01-10 12:00:00
+  end_date: 2020-01-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 24.5
+      latitude_max: 44.5
+      longitude_min: 255.04
+      longitude_max: 281.51
+  event_type: severe_convection
+- case_id_number: 302
+  title: June 2020 Canada
+  start_date: 2020-06-10 12:00:00
+  end_date: 2020-06-11 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 34.0
+      latitude_max: 50.25
+      longitude_min: 265.96
+      longitude_max: 288.54
+  event_type: severe_convection
+- case_id_number: 303
+  title: June 2020 Canada
+  start_date: 2020-06-12 12:00:00
+  end_date: 2020-06-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 41.25
+      latitude_max: 56.25
+      longitude_min: 236.83
+      longitude_max: 253.92
+  event_type: severe_convection
+- case_id_number: 304
+  title: June 2020 Canada
+  start_date: 2020-06-28 12:00:00
+  end_date: 2020-06-29 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.5
+      latitude_max: 56.0
+      longitude_min: 243.43
+      longitude_max: 274.07
+  event_type: severe_convection
+- case_id_number: 305
+  title: July 2020 Canada
+  start_date: 2020-07-04 12:00:00
+  end_date: 2020-07-05 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.0
+      latitude_max: 58.5
+      longitude_min: 241.83
+      longitude_max: 275.92
+  event_type: severe_convection
+- case_id_number: 306
+  title: July 2020 Canada
+  start_date: 2020-07-12 12:00:00
+  end_date: 2020-07-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 33.0
+      latitude_max: 57.75
+      longitude_min: 239.04
+      longitude_max: 265.46
+  event_type: severe_convection
+- case_id_number: 307
+  title: July 2020 Canada
+  start_date: 2020-07-19 12:00:00
+  end_date: 2020-07-20 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 37.75
+      latitude_max: 54.0
+      longitude_min: 272.02
+      longitude_max: 292.73
+  event_type: severe_convection
+- case_id_number: 308
+  title: July 2020 Canada
+  start_date: 2020-07-23 12:00:00
+  end_date: 2020-07-24 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 40.0
+      latitude_max: 58.5
+      longitude_min: 238.8
+      longitude_max: 268.2
+  event_type: severe_convection
+- case_id_number: 309
+  title: August 2020 Canada
+  start_date: 2020-08-27 12:00:00
+  end_date: 2020-08-28 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.75
+      latitude_max: 56.5
+      longitude_min: 249.41
+      longitude_max: 268.84
+  event_type: severe_convection
+- case_id_number: 310
+  title: June 2021 Canada
+  start_date: 2021-06-05 12:00:00
+  end_date: 2021-06-06 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 42.5
+      latitude_max: 57.5
+      longitude_min: 239.25
+      longitude_max: 274.0
+  event_type: severe_convection
+- case_id_number: 311
+  title: June 2021 Canada
+  start_date: 2021-06-14 12:00:00
+  end_date: 2021-06-15 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 37.5
+      latitude_max: 58.75
+      longitude_min: 235.63
+      longitude_max: 263.62
+  event_type: severe_convection
+- case_id_number: 312
+  title: July 2021 Canada
+  start_date: 2021-07-15 12:00:00
+  end_date: 2021-07-16 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 35.25
+      latitude_max: 52.75
+      longitude_min: 265.37
+      longitude_max: 289.38
+  event_type: severe_convection
+- case_id_number: 313
+  title: July 2021 Canada
+  start_date: 2021-07-22 12:00:00
+  end_date: 2021-07-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 45.0
+      latitude_max: 60.25
+      longitude_min: 238.54
+      longitude_max: 263.46
+  event_type: severe_convection
+- case_id_number: 314
+  title: August 2021 Canada
+  start_date: 2021-08-23 12:00:00
+  end_date: 2021-08-24 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.75
+      latitude_max: 57.0
+      longitude_min: 244.39
+      longitude_max: 272.11
+  event_type: severe_convection
+- case_id_number: 315
+  title: August 2021 Canada
+  start_date: 2021-08-31 12:00:00
+  end_date: 2021-09-01 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 44.75
+      latitude_max: 59.75
+      longitude_min: 239.32
+      longitude_max: 261.93
+  event_type: severe_convection
+- case_id_number: 316
+  title: June 2022 Canada
+  start_date: 2022-06-23 12:00:00
+  end_date: 2022-06-24 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.5
+      latitude_max: 56.5
+      longitude_min: 247.12
+      longitude_max: 273.88
+  event_type: severe_convection
+- case_id_number: 317
+  title: June 2022 Canada
+  start_date: 2022-06-29 12:00:00
+  end_date: 2022-06-30 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 40.5
+      latitude_max: 57.5
+      longitude_min: 241.57
+      longitude_max: 274.18
+  event_type: severe_convection
+- case_id_number: 318
+  title: July 2022 Canada
+  start_date: 2022-07-05 12:00:00
+  end_date: 2022-07-06 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.25
+      latitude_max: 58.0
+      longitude_min: 241.09
+      longitude_max: 289.41
+  event_type: severe_convection
+- case_id_number: 319
+  title: July 2022 Canada
+  start_date: 2022-07-07 12:00:00
+  end_date: 2022-07-08 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.25
+      latitude_max: 57.5
+      longitude_min: 238.14
+      longitude_max: 266.86
+  event_type: severe_convection
+- case_id_number: 320
+  title: July 2022 Canada
+  start_date: 2022-07-08 12:00:00
+  end_date: 2022-07-09 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 31.0
+      latitude_max: 58.0
+      longitude_min: 238.59
+      longitude_max: 267.66
+  event_type: severe_convection
+- case_id_number: 321
+  title: July 2022 Canada
+  start_date: 2022-07-17 12:00:00
+  end_date: 2022-07-18 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 43.5
+      latitude_max: 57.0
+      longitude_min: 245.23
+      longitude_max: 271.27
+  event_type: severe_convection
+- case_id_number: 322
+  title: July 2022 Canada
+  start_date: 2022-07-19 12:00:00
+  end_date: 2022-07-20 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 46.5
+      latitude_max: 58.25
+      longitude_min: 239.06
+      longitude_max: 255.19
+  event_type: severe_convection
+- case_id_number: 323
+  title: July 2022 Canada
+  start_date: 2022-07-31 12:00:00
+  end_date: 2022-08-01 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 45.5
+      latitude_max: 58.5
+      longitude_min: 236.34
+      longitude_max: 258.41
+  event_type: severe_convection
+- case_id_number: 324
+  title: May 2023 Canada
+  start_date: 2023-05-31 12:00:00
+  end_date: 2023-06-01 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 28.25
+      latitude_max: 48.25
+      longitude_min: 248.38
+      longitude_max: 261.87
+  event_type: severe_convection
+- case_id_number: 325
+  title: June 2023 Canada
+  start_date: 2023-06-28 12:00:00
+  end_date: 2023-06-29 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 33.0
+      latitude_max: 56.25
+      longitude_min: 248.09
+      longitude_max: 278.91
+  event_type: severe_convection
+- case_id_number: 326
+  title: July 2023 Canada
+  start_date: 2023-07-13 12:00:00
+  end_date: 2023-07-14 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 29.25
+      latitude_max: 54.5
+      longitude_min: 249.48
+      longitude_max: 294.02
+  event_type: severe_convection
+- case_id_number: 327
+  title: July 2023 Canada
+  start_date: 2023-07-20 12:00:00
+  end_date: 2023-07-21 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 29.75
+      latitude_max: 49.0
+      longitude_min: 265.84
+      longitude_max: 287.16
+  event_type: severe_convection
+- case_id_number: 328
+  title: July 2023 Canada
+  start_date: 2023-07-22 12:00:00
+  end_date: 2023-07-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 26.0
+      latitude_max: 55.5
+      longitude_min: 246.28
+      longitude_max: 279.97
+  event_type: severe_convection
+- case_id_number: 329
+  title: July 2023 Canada
+  start_date: 2023-07-26 12:00:00
+  end_date: 2023-07-27 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 34.75
+      latitude_max: 56.5
+      longitude_min: 250.03
+      longitude_max: 284.47
+  event_type: severe_convection
+- case_id_number: 330
+  title: August 2023 Canada
+  start_date: 2023-08-03 12:00:00
+  end_date: 2023-08-04 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 38.25
+      latitude_max: 52.5
+      longitude_min: 266.29
+      longitude_max: 292.71
+  event_type: severe_convection
+- case_id_number: 331
+  title: June 2024 Canada
+  start_date: 2024-06-12 12:00:00
+  end_date: 2024-06-13 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 36.0
+      latitude_max: 57.0
+      longitude_min: 248.23
+      longitude_max: 274.52
+  event_type: severe_convection
+- case_id_number: 332
+  title: June 2024 Canada
+  start_date: 2024-06-22 12:00:00
+  end_date: 2024-06-23 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 36.0
+      latitude_max: 57.5
+      longitude_min: 247.71
+      longitude_max: 293.54
+  event_type: severe_convection
+- case_id_number: 333
+  title: June 2024 Canada
+  start_date: 2024-06-23 12:00:00
+  end_date: 2024-06-24 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 41.25
+      latitude_max: 58.25
+      longitude_min: 240.26
+      longitude_max: 274.24
+  event_type: severe_convection
+- case_id_number: 334
+  title: July 2024 Canada
+  start_date: 2024-07-11 12:00:00
+  end_date: 2024-07-12 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 32.5
+      latitude_max: 50.25
+      longitude_min: 251.25
+      longitude_max: 272.5
+  event_type: severe_convection
+- case_id_number: 335
+  title: July 2024 Canada
+  start_date: 2024-07-24 12:00:00
+  end_date: 2024-07-25 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 40.75
+      latitude_max: 58.75
+      longitude_min: 236.26
+      longitude_max: 252.74
+  event_type: severe_convection
+- case_id_number: 336
+  title: August 2024 Canada
+  start_date: 2024-08-05 12:00:00
+  end_date: 2024-08-06 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 37.0
+      latitude_max: 49.5
+      longitude_min: 259.41
+      longitude_max: 293.84
+  event_type: severe_convection
+- case_id_number: 337
+  title: August 2024 Canada
+  start_date: 2024-08-21 12:00:00
+  end_date: 2024-08-22 12:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: 37.25
+      latitude_max: 58.25
+      longitude_min: 243.9
+      longitude_max: 265.35
+  event_type: severe_convection

From 646a39ffde0f8321283b5ba8280cd38413b743b1 Mon Sep 17 00:00:00 2001
From: aaTman <mandelbaum.taylor@gmail.com>
Date: Thu, 15 Jan 2026 16:46:25 +0000
Subject: [PATCH 2/3] remove old load events yaml function

---
 data_prep/ibtracs_bounds.py      |  7 +++----
 src/extremeweatherbench/utils.py | 19 -------------------
 tests/test_utils.py              | 10 ----------
 3 files changed, 3 insertions(+), 33 deletions(-)

diff --git a/data_prep/ibtracs_bounds.py b/data_prep/ibtracs_bounds.py
index cf159250..9fd834ac 100644
--- a/data_prep/ibtracs_bounds.py
+++ b/data_prep/ibtracs_bounds.py
@@ -15,7 +15,7 @@
 from matplotlib.patches import Rectangle
 
 import extremeweatherbench.data
-from extremeweatherbench import inputs, regions, utils
+from extremeweatherbench import cases, inputs, regions, utils
 
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
@@ -537,9 +537,8 @@ def update_cases_with_storm_bounds(storm_bounds, all_storms_df):
     """
     logger.info("Updating cases with storm bounds...")
 
-    cases_all = utils.load_events_yaml()
-    cases_old = cases_all["cases"]
-    cases_new = cases_old.copy()
+    cases_all = cases.load_ewb_events_yaml_into_case_collection()
+    cases_new = cases_all.copy()
 
     # Update the yaml cases with storm bounds from IBTrACS data
     for single_case in cases_new:
diff --git a/src/extremeweatherbench/utils.py b/src/extremeweatherbench/utils.py
index b5e1c124..7462681d 100644
--- a/src/extremeweatherbench/utils.py
+++ b/src/extremeweatherbench/utils.py
@@ -2,7 +2,6 @@
 specialized package."""
 
 import datetime
-import importlib
 import inspect
 import logging
 import operator
@@ -152,24 +151,6 @@ def remove_ocean_gridpoints(dataset: xr.Dataset) -> xr.Dataset:
     # Subset the dataset to only include land gridpoints
     return dataset.where(land_mask)
 
-
-def load_events_yaml():
-    """Load the events yaml file."""
-    logger.warning(
-        "This function is deprecated and will be removed in a future release. "
-        "Please use cases.load_ewb_events_yaml_into_case_collection instead."
-    )
-    import extremeweatherbench.data
-
-    events_yaml_file = importlib.resources.files(extremeweatherbench.data).joinpath(
-        "events.yaml"
-    )
-    with importlib.resources.as_file(events_yaml_file) as file:
-        yaml_event_case = read_event_yaml(file)
-
-    return yaml_event_case
-
-
 def read_event_yaml(input_pth: str | pathlib.Path) -> dict:
     """Read events yaml from data."""
     logger.warning(
diff --git a/tests/test_utils.py b/tests/test_utils.py
index 1e11c8c0..85da431c 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -63,16 +63,6 @@ def test_remove_ocean_gridpoints():
     assert result.sizes == ds.sizes
 
 
-def test_load_events_yaml():
-    """Test loading events yaml file."""
-    result = utils.load_events_yaml()
-
-    # Should return a dictionary
-    assert isinstance(result, dict)
-    # Should contain 'cases' key (based on the existing yaml structure)
-    assert "cases" in result
-
-
 def test_read_event_yaml(tmp_path):
     """Test reading events yaml from file."""
     # Create a temporary yaml file

From 4f5a0c8de1695fa8c5af5b129f488170cd2fdcbb Mon Sep 17 00:00:00 2001
From: aaTman <mandelbaum.taylor@gmail.com>
Date: Thu, 15 Jan 2026 17:11:14 +0000
Subject: [PATCH 3/3] update validation precommit and formatting

---
 scripts/validate_events_yaml.py               | 18 +---
 src/extremeweatherbench/cases.py              | 10 +-
 src/extremeweatherbench/data/long_events.yaml | 97 +++++++++----------
 src/extremeweatherbench/utils.py              |  1 +
 4 files changed, 60 insertions(+), 66 deletions(-)

diff --git a/scripts/validate_events_yaml.py b/scripts/validate_events_yaml.py
index 09815cc6..1b9c599d 100644
--- a/scripts/validate_events_yaml.py
+++ b/scripts/validate_events_yaml.py
@@ -209,24 +209,14 @@ def validate_events_yaml(file_path: Path) -> List[str]:
     except yaml.YAMLError as e:
         return [f"Invalid YAML syntax: {e}"]
 
-    if not isinstance(data, dict):
-        return ["Root element must be a dictionary"]
-
-    if "cases" not in data:
-        return ["Missing 'cases' key in root"]
-
-    cases = data["cases"]
-    if not isinstance(cases, list):
-        return ["'cases' must be a list"]
-
-    if len(cases) == 0:
-        return ["'cases' list is empty"]
+    if not isinstance(data, dict) and not isinstance(data, list):
+        return ["Root element must be a dictionary or a list"]
 
     # Validate each case
     previous_case_id = None
-    for i, case in enumerate(cases):
+    for i, case in enumerate(data):
         if not isinstance(case, dict):
-            errors.append(f"Case {i + 1}: must be a dictionary")
+            errors.append(f"Case {i + 1}: must be a dictionary: {data} {file_path}")
             continue
 
         # Check required fields
diff --git a/src/extremeweatherbench/cases.py b/src/extremeweatherbench/cases.py
index de8454bd..e3afe5a6 100644
--- a/src/extremeweatherbench/cases.py
+++ b/src/extremeweatherbench/cases.py
@@ -195,7 +195,9 @@ def build_case_operators(
     return case_operators
 
 
-def load_individual_cases(cases: Union[dict[str, list], list]) -> IndividualCaseCollection:
+def load_individual_cases(
+    cases: Union[dict[str, list], list],
+) -> IndividualCaseCollection:
     """Load IndividualCase metadata from a dictionary.
 
     Args:
@@ -204,8 +206,10 @@ def load_individual_cases(cases: Union[dict[str, list], list]) -> IndividualCase
     Returns:
         A collection of IndividualCase objects.
     """
-    assert isinstance(cases, dict) or isinstance(cases, list), "cases must be a dictionary or a list."
-    
+    assert isinstance(cases, dict) or isinstance(cases, list), (
+        "cases must be a dictionary or a list."
+    )
+
     # if cases is a list, convert to a dictionary for dacite.from_dict
     if isinstance(cases, list):
         cases = {"cases": cases}
diff --git a/src/extremeweatherbench/data/long_events.yaml b/src/extremeweatherbench/data/long_events.yaml
index d1cc905b..a3191d99 100644
--- a/src/extremeweatherbench/data/long_events.yaml
+++ b/src/extremeweatherbench/data/long_events.yaml
@@ -1,49 +1,48 @@
-cases:
-  - case_id_number: 1000
-    title: 5 Year Heat Wave Test
-    start_date: 2020-01-01 00:00:00
-    end_date: 2024-12-31 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -90.0
-        latitude_max: 90.0
-        longitude_min: 0
-        longitude_max: 359.75
-    event_type: heat_wave
-  - case_id_number: 1001
-    title: 5 Year Freeze Test
-    start_date: 2020-01-01 00:00:00
-    end_date: 2024-12-31 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -90.0
-        latitude_max: 90.0
-        longitude_min: 0
-        longitude_max: 359.75
-    event_type: freeze
-  - case_id_number: 1002
-    title: 2024 Heat Wave Test
-    start_date: 2024-01-01 00:00:00
-    end_date: 2024-12-31 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -90.0
-        latitude_max: 90.0
-        longitude_min: 0
-        longitude_max: 359.75
-    event_type: heat_wave
-  - case_id_number: 1003
-    title: 2024 Freeze Test
-    start_date: 2024-01-01 00:00:00
-    end_date: 2024-12-31 18:00:00
-    location:
-      type: bounded_region
-      parameters:
-        latitude_min: -90.0
-        latitude_max: 90.0
-        longitude_min: 0
-        longitude_max: 359.75
-    event_type: freeze
\ No newline at end of file
+- case_id_number: 1000
+  title: 5 Year Heat Wave Test
+  start_date: 2020-01-01 00:00:00
+  end_date: 2024-12-31 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -90.0
+      latitude_max: 90.0
+      longitude_min: 0
+      longitude_max: 359.75
+  event_type: heat_wave
+- case_id_number: 1001
+  title: 5 Year Freeze Test
+  start_date: 2020-01-01 00:00:00
+  end_date: 2024-12-31 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -90.0
+      latitude_max: 90.0
+      longitude_min: 0
+      longitude_max: 359.75
+  event_type: freeze
+- case_id_number: 1002
+  title: 2024 Heat Wave Test
+  start_date: 2024-01-01 00:00:00
+  end_date: 2024-12-31 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -90.0
+      latitude_max: 90.0
+      longitude_min: 0
+      longitude_max: 359.75
+  event_type: heat_wave
+- case_id_number: 1003
+  title: 2024 Freeze Test
+  start_date: 2024-01-01 00:00:00
+  end_date: 2024-12-31 18:00:00
+  location:
+    type: bounded_region
+    parameters:
+      latitude_min: -90.0
+      latitude_max: 90.0
+      longitude_min: 0
+      longitude_max: 359.75
+  event_type: freeze
diff --git a/src/extremeweatherbench/utils.py b/src/extremeweatherbench/utils.py
index 7462681d..c459268d 100644
--- a/src/extremeweatherbench/utils.py
+++ b/src/extremeweatherbench/utils.py
@@ -151,6 +151,7 @@ def remove_ocean_gridpoints(dataset: xr.Dataset) -> xr.Dataset:
     # Subset the dataset to only include land gridpoints
     return dataset.where(land_mask)
 
+
 def read_event_yaml(input_pth: str | pathlib.Path) -> dict:
     """Read events yaml from data."""
     logger.warning(