From b4ac854c8b2dc2a3dbeb659f62ce4ff8a1c30e65 Mon Sep 17 00:00:00 2001 From: Erik van Sebille Date: Mon, 25 Nov 2024 09:18:10 +0100 Subject: [PATCH 1/4] Adding drifter data tutorial to virtualship docs --- docs/tutorials/Drifter_data_tutorial.ipynb | 211 +++++++++++++++++++++ docs/tutorials/index.md | 1 + 2 files changed, 212 insertions(+) create mode 100755 docs/tutorials/Drifter_data_tutorial.ipynb diff --git a/docs/tutorials/Drifter_data_tutorial.ipynb b/docs/tutorials/Drifter_data_tutorial.ipynb new file mode 100755 index 00000000..b46fa70b --- /dev/null +++ b/docs/tutorials/Drifter_data_tutorial.ipynb @@ -0,0 +1,211 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Drifter data handling \n", + "### Agulhas retroflection region\n", + "The Atlantic and Indian Ocean meet around South Africa, and this is one of the most dynamic and energetic regions in the world ocean. The Agulhas retroflection is a region where the Agulhas current retroflects back into the Indian Ocean. This region is known for its strong currents and eddies, and is a region where many drifters have been deployed.\n", + "\n", + "In this tutorial, we will explore virtual drifters deployed in the Agulhas Current, just off the city of Durban at 31S. The virtual drifters report their position every hour, and have a lifetime of 30 days. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from virtualship import Location, Spacetime\n", + "from virtualship.instruments.drifter import Drifter, simulate_drifters\n", + "from virtualship.expedition.input_data import InputData\n", + "from pathlib import Path\n", + "import numpy as np\n", + "import xarray as xr\n", + "import matplotlib.pyplot as plt\n", + "import trajan\n", + "from datetime import timedelta" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have downloaded the data from Copernicus Marine Service, using `virtualship fetch` and the information in following yaml format:\n", + "```yaml\n", + "area_of_interest:\n", + " spatial_range:\n", + " minimum_longitude: 5\n", + " maximum_longitude: 60\n", + " minimum_latitude: -45\n", + " maximum_latitude: -30\n", + " minimum_depth: -30\n", + " maximum_depth: 0\n", + " time_range:\n", + " start_time: 2023-07-01 00:00:00\n", + " end_time: 2023-09-30 00:00:00\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have stored this hydrodynamic data in an `expedition_directory`, from which we can launch the virtual drifters. But before we do this, we will first need to load the data into a Parcels `FieldSet`." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "expedition_directory = Path(\"/Users/erik/Desktop/VSC_AgulhasDrifters\")\n", + "fieldset = InputData._load_default_fieldset(expedition_directory)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will programatically create a list of 20 drifters to be deployed, using the `Drifter` Class. The 10 drifters are launched on a line from (31S, 31E) to (31S, 32E) and between 2 and 21 July 2023, one each day at midnight." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "vs_drifters = []\n", + "for i, lon in enumerate(np.linspace(31, 32, 20)):\n", + " vs_drifters.append(\n", + " Drifter(\n", + " Spacetime(Location(latitude=-30, longitude=lon),\n", + " time=np.datetime64(f\"2023-07-{i+2:02d} 00:00:00\")),\n", + " depth=0.0,\n", + " lifetime=timedelta(days=90)\n", + " )\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will now simulate the drifters for 90 days and store their trajectories in a `drifters.zarr` file." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO: Output files are stored in /Users/erik/Desktop/VSC_AgulhasDrifters/drifters.zarr.\n", + "WARN: Some drifters had a life time beyond the end time of the fieldset or the requested end time.\n" + ] + } + ], + "source": [ + "out_path = f\"{expedition_directory}/drifters.zarr\"\n", + "simulate_drifters(fieldset, out_path, vs_drifters, outputdt=timedelta(hours=1), dt=timedelta(minutes=30), endtime=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The simplest way to plot these trajectories is to use the [TrajAn package](https://opendrift.github.io/trajan/). As you see below, the drifters all start in the Agulhas Current and most are initially advected southwestwards (although some first move northeastwards). At least two drifters take a path farther offshore, where their trajectories are much more eddying. When the inshore drifters reach approximately 25E, some of them start to circulate in eddies, and their tracks become even more convoluted." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ds = xr.open_zarr(out_path)\n", + "ds.traj.plot()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "One potentially interesting analysis could be to compare the starting longitude to the final longitude. Do the drifters that start on the inshore side of the Agulhas Current have a higher chance to end up in the Atlantic Ocean (aka Agulhas leakage) than the drifters that start on the offshore side?" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(5, 3))\n", + "\n", + "for i in range(len(ds.lon)):\n", + " last_non_nan_index = np.max(np.where(~np.isnan(ds.lon[i, :])))\n", + " ax.plot(ds.lon[i, 0], ds.lon[i, last_non_nan_index], 'o')\n", + "ax.set_xlabel(\"Initial longitude [degrees E]\")\n", + "ax.set_ylabel(\"Final longitude [degrees E]\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "How do you interpret this plot? Is it what you expected? What other analyses could be interesting to do with this data?" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "parcels", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/tutorials/index.md b/docs/tutorials/index.md index d343a3b5..67140320 100644 --- a/docs/tutorials/index.md +++ b/docs/tutorials/index.md @@ -3,4 +3,5 @@ ```{nbgallery} ADCP_data_tutorial.ipynb CTD_data_tutorial.ipynb +Drifter_data_tutorial.ipynb ``` From a57046368982649f95b6e82fedafdf668ee427ce Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 25 Nov 2024 08:19:35 +0000 Subject: [PATCH 2/4] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- docs/tutorials/Drifter_data_tutorial.ipynb | 19 ++++++++++++++----- 1 file changed, 14 insertions(+), 5 deletions(-) diff --git a/docs/tutorials/Drifter_data_tutorial.ipynb b/docs/tutorials/Drifter_data_tutorial.ipynb index b46fa70b..9f079937 100755 --- a/docs/tutorials/Drifter_data_tutorial.ipynb +++ b/docs/tutorials/Drifter_data_tutorial.ipynb @@ -82,10 +82,12 @@ "for i, lon in enumerate(np.linspace(31, 32, 20)):\n", " vs_drifters.append(\n", " Drifter(\n", - " Spacetime(Location(latitude=-30, longitude=lon),\n", - " time=np.datetime64(f\"2023-07-{i+2:02d} 00:00:00\")),\n", + " Spacetime(\n", + " Location(latitude=-30, longitude=lon),\n", + " time=np.datetime64(f\"2023-07-{i+2:02d} 00:00:00\"),\n", + " ),\n", " depth=0.0,\n", - " lifetime=timedelta(days=90)\n", + " lifetime=timedelta(days=90),\n", " )\n", " )" ] @@ -113,7 +115,14 @@ ], "source": [ "out_path = f\"{expedition_directory}/drifters.zarr\"\n", - "simulate_drifters(fieldset, out_path, vs_drifters, outputdt=timedelta(hours=1), dt=timedelta(minutes=30), endtime=None)" + "simulate_drifters(\n", + " fieldset,\n", + " out_path,\n", + " vs_drifters,\n", + " outputdt=timedelta(hours=1),\n", + " dt=timedelta(minutes=30),\n", + " endtime=None,\n", + ")" ] }, { @@ -173,7 +182,7 @@ "\n", "for i in range(len(ds.lon)):\n", " last_non_nan_index = np.max(np.where(~np.isnan(ds.lon[i, :])))\n", - " ax.plot(ds.lon[i, 0], ds.lon[i, last_non_nan_index], 'o')\n", + " ax.plot(ds.lon[i, 0], ds.lon[i, last_non_nan_index], \"o\")\n", "ax.set_xlabel(\"Initial longitude [degrees E]\")\n", "ax.set_ylabel(\"Final longitude [degrees E]\")\n", "plt.show()" From ac6f6687d0064734eba0a146ba286198791844e8 Mon Sep 17 00:00:00 2001 From: Erik van Sebille Date: Mon, 25 Nov 2024 09:29:21 +0100 Subject: [PATCH 3/4] Add "nbsphinx-thumbnail" cell-tage to trajan plot for readthedocs tile --- docs/tutorials/Drifter_data_tutorial.ipynb | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/docs/tutorials/Drifter_data_tutorial.ipynb b/docs/tutorials/Drifter_data_tutorial.ipynb index 9f079937..b77d94c2 100755 --- a/docs/tutorials/Drifter_data_tutorial.ipynb +++ b/docs/tutorials/Drifter_data_tutorial.ipynb @@ -135,7 +135,11 @@ { "cell_type": "code", "execution_count": 5, - "metadata": {}, + "metadata": { + "tags": [ + "nbsphinx-thumbnail" + ] + }, "outputs": [ { "data": { From b1ec83c7d135657e7dcc33e42287154fdcfa8c15 Mon Sep 17 00:00:00 2001 From: Erik van Sebille Date: Wed, 27 Nov 2024 08:48:15 +0100 Subject: [PATCH 4/4] Adding starting locations as red dots to Drifter map --- docs/tutorials/Drifter_data_tutorial.ipynb | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/docs/tutorials/Drifter_data_tutorial.ipynb b/docs/tutorials/Drifter_data_tutorial.ipynb index b77d94c2..be8f0ac4 100755 --- a/docs/tutorials/Drifter_data_tutorial.ipynb +++ b/docs/tutorials/Drifter_data_tutorial.ipynb @@ -129,7 +129,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The simplest way to plot these trajectories is to use the [TrajAn package](https://opendrift.github.io/trajan/). As you see below, the drifters all start in the Agulhas Current and most are initially advected southwestwards (although some first move northeastwards). At least two drifters take a path farther offshore, where their trajectories are much more eddying. When the inshore drifters reach approximately 25E, some of them start to circulate in eddies, and their tracks become even more convoluted." + "The simplest way to plot these trajectories is to use the [TrajAn package](https://opendrift.github.io/trajan/). As you see below, the drifters all start in the Agulhas Current (red dots at 30S) and most are initially advected southwestwards (although some first move northeastwards). At least two drifters take a path farther offshore, where their trajectories are much more eddying. When the inshore drifters reach approximately 25E, some of them start to circulate in eddies, and their tracks become even more convoluted." ] }, { @@ -141,9 +141,18 @@ ] }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/erik/anaconda3/envs/parcels/lib/python3.12/site-packages/xarray/coding/times.py:254: RuntimeWarning: invalid value encountered in cast\n", + " flat_num_dates_ns_int = (flat_num_dates * _NS_PER_TIME_DELTA[delta]).astype(\n", + "No time or obs dimension detected.\n" + ] + }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -155,6 +164,7 @@ "source": [ "ds = xr.open_zarr(out_path)\n", "ds.traj.plot()\n", + "ds.isel(obs=0).traj.plot(\"o\", color=\"r\")\n", "plt.show()" ] },