diff --git a/docs/sphinx/source/whatsnew/v0.7.2.rst b/docs/sphinx/source/whatsnew/v0.7.2.rst
index 560fca4146..33002d120a 100644
--- a/docs/sphinx/source/whatsnew/v0.7.2.rst
+++ b/docs/sphinx/source/whatsnew/v0.7.2.rst
@@ -16,7 +16,7 @@ Enhancements
 * TMY3 dataframe returned by :py:func:`~pvlib.iotools.read_tmy3` now contains
   the original ``Date (MM/DD/YYYY)`` and ``Time (HH:MM)`` columns that the
   indices were parsed from. (:pull:`866`)
-* Add :py:func:`~pvlib.pvsystem.PVSystem.faiman` and added 
+* Add :py:func:`~pvlib.pvsystem.PVSystem.faiman` and added
   ``temperature_model='faiman'`` option to :py:class:`~pvlib.modelchain.ModelChain`
   (:pull:`897`) (:issue:`836`).
 * Add Kimber soiling model :py:func:`pvlib.losses.soiling_kimber`. (:pull:`860`)
@@ -33,16 +33,11 @@ Bug fixes
   passing ``tz=datetime.timezone.utc``. (:pull:`879`)
 * Fix documentation homepage title to "pvlib python" based on first heading on
   the page. (:pull:`890`) (:issue:`888`)
-* Implement `pytest-remotedata <https://github.com/astropy/pytest-remotedata>`_
-  to increase test suite speed. Requires ``--remote-data`` pytest flag to
-  execute data retrieval tests over a network. (:issue:`882`)(:pull:`896`)
 * Fix missing
   `0.7.0 what's new <https://pvlib-python.readthedocs.io/en/stable/whatsnew.html#v0-7-0-december-18-2019>`_
   entries about changes to ``PVSystem.pvwatts_ac``. Delete unreleased
   0.6.4 what's new file. (:issue:`898`)
 * Compatibility with cftime 1.1. (:issue:`895`)
-* Add Python3.8 to Azure Pipelines CI. (:issue:`903`)(:pull:`904`)
-* Add documentation build test to Azure Pipelines CI. (:pull:`909`)
 * Minor implemention changes to avoid runtime and deprecation warnings in
   :py:func:`~pvlib.clearsky.detect_clearsky`,
   :py:func:`~pvlib.iam.martin_ruiz_diffuse`,
@@ -55,6 +50,14 @@ Testing
 ~~~~~~~
 * Rename `system` fixture to `sapm_dc_snl_ac_system` in model chain
   tests. (:issue:`908`, :pull:`915`).
+* Implement `pytest-remotedata <https://github.com/astropy/pytest-remotedata>`_
+  to increase test suite speed. Requires ``--remote-data`` pytest flag to
+  execute data retrieval tests over a network. (:issue:`882`)(:pull:`896`)
+* Add Python3.8 to Azure Pipelines CI. (:issue:`903`)(:pull:`904`)
+* Add documentation build test to Azure Pipelines CI. (:pull:`909`)
+* Implement the `pytest.mark.flaky` decorator from `pytest-rurunfailures`
+  `<https://github.com/pytest-dev/pytest-rerunfailures>`_ on all network
+  dependent iotools tests to repeat them on failure. (:pull:`919`)
 
 Documentation
 ~~~~~~~~~~~~~
diff --git a/pvlib/tests/conftest.py b/pvlib/tests/conftest.py
index 7f68f21bd3..e9c33d5916 100644
--- a/pvlib/tests/conftest.py
+++ b/pvlib/tests/conftest.py
@@ -40,6 +40,11 @@ def inner():
 DATA_DIR = TEST_DIR.parent / 'data'
 
 
+# pytest-rerunfailures variables
+RERUNS = 5
+RERUNS_DELAY = 2
+
+
 platform_is_windows = platform.system() == 'Windows'
 skip_windows = pytest.mark.skipif(platform_is_windows,
                                   reason='does not run on windows')
diff --git a/pvlib/tests/iotools/test_epw.py b/pvlib/tests/iotools/test_epw.py
index a9d42e485c..3467408360 100644
--- a/pvlib/tests/iotools/test_epw.py
+++ b/pvlib/tests/iotools/test_epw.py
@@ -2,7 +2,7 @@
 import pytest
 
 from pvlib.iotools import epw
-from conftest import DATA_DIR
+from conftest import DATA_DIR, RERUNS, RERUNS_DELAY
 
 epw_testfile = DATA_DIR / 'NLD_Amsterdam062400_IWEC.epw'
 
@@ -13,6 +13,7 @@ def test_read_epw():
 
 @network
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_read_epw_remote():
     url = 'https://energyplus.net/weather-download/europe_wmo_region_6/NLD//NLD_Amsterdam.062400_IWEC/NLD_Amsterdam.062400_IWEC.epw'
     epw.read_epw(url)
diff --git a/pvlib/tests/iotools/test_midc.py b/pvlib/tests/iotools/test_midc.py
index 912b3b6a29..9827ef3d95 100644
--- a/pvlib/tests/iotools/test_midc.py
+++ b/pvlib/tests/iotools/test_midc.py
@@ -4,7 +4,7 @@
 import pytz
 
 from pvlib.iotools import midc
-from conftest import DATA_DIR
+from conftest import DATA_DIR, RERUNS, RERUNS_DELAY
 
 
 @pytest.fixture
@@ -66,6 +66,7 @@ def test_read_midc_var_mapping_as_arg(test_mapping):
 
 @network
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_read_midc_raw_data_from_nrel():
     start_ts = pd.Timestamp('20181018')
     end_ts = pd.Timestamp('20181019')
diff --git a/pvlib/tests/iotools/test_psm3.py b/pvlib/tests/iotools/test_psm3.py
index b31d82bff6..0b9d605a18 100644
--- a/pvlib/tests/iotools/test_psm3.py
+++ b/pvlib/tests/iotools/test_psm3.py
@@ -4,7 +4,7 @@
 
 import os
 from pvlib.iotools import psm3
-from conftest import DATA_DIR
+from conftest import DATA_DIR, RERUNS, RERUNS_DELAY
 import numpy as np
 import pandas as pd
 import pytest
@@ -71,7 +71,7 @@ def assert_psm3_equal(header, data, expected):
 
 
 @pytest.mark.remote_data
-@pytest.mark.flaky(reruns=5, reruns_delay=2)
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_psm3_tmy(nrel_api_key):
     """test get_psm3 with a TMY"""
     header, data = psm3.get_psm3(LATITUDE, LONGITUDE, nrel_api_key,
@@ -81,7 +81,7 @@ def test_get_psm3_tmy(nrel_api_key):
 
 
 @pytest.mark.remote_data
-@pytest.mark.flaky(reruns=5, reruns_delay=2)
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_psm3_singleyear(nrel_api_key):
     """test get_psm3 with a single year"""
     header, data = psm3.get_psm3(LATITUDE, LONGITUDE, nrel_api_key,
@@ -91,7 +91,7 @@ def test_get_psm3_singleyear(nrel_api_key):
 
 
 @pytest.mark.remote_data
-@pytest.mark.flaky(reruns=5, reruns_delay=2)
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_psm3_check_leap_day(nrel_api_key):
     _, data_2012 = psm3.get_psm3(LATITUDE, LONGITUDE, nrel_api_key,
                                  PVLIB_EMAIL, names="2012", interval=60,
@@ -106,7 +106,7 @@ def test_get_psm3_check_leap_day(nrel_api_key):
                           (LATITUDE, LONGITUDE, nrel_api_key, '2017', 15),
                           ])
 @pytest.mark.remote_data
-@pytest.mark.flaky(reruns=5, reruns_delay=2)
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_psm3_tmy_errors(
     latitude, longitude, api_key, names, interval
 ):
diff --git a/pvlib/tests/iotools/test_pvgis.py b/pvlib/tests/iotools/test_pvgis.py
index 4dd3d1cc49..323ec0a936 100644
--- a/pvlib/tests/iotools/test_pvgis.py
+++ b/pvlib/tests/iotools/test_pvgis.py
@@ -7,8 +7,7 @@
 import pytest
 import requests
 from pvlib.iotools import get_pvgis_tmy, read_pvgis_tmy
-from conftest import DATA_DIR
-
+from conftest import DATA_DIR, RERUNS, RERUNS_DELAY
 
 @pytest.fixture
 def expected():
@@ -68,6 +67,7 @@ def csv_meta(meta_expected):
 
 
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_pvgis_tmy(expected, month_year_expected, inputs_expected,
                        meta_expected):
     pvgis_data = get_pvgis_tmy(45, 8)
@@ -101,6 +101,7 @@ def _compare_pvgis_tmy_json(expected, month_year_expected, inputs_expected,
 
 
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_pvgis_tmy_kwargs(userhorizon_expected):
     _, _, inputs, _ = get_pvgis_tmy(45, 8, usehorizon=False)
     assert inputs['meteo_data']['use_horizon'] is False
@@ -119,6 +120,7 @@ def test_get_pvgis_tmy_kwargs(userhorizon_expected):
 
 
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_pvgis_tmy_basic(expected, meta_expected):
     pvgis_data = get_pvgis_tmy(45, 8, outputformat='basic')
     _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data)
@@ -132,6 +134,7 @@ def _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data):
 
 
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_pvgis_tmy_csv(expected, month_year_expected, inputs_expected,
                            meta_expected, csv_meta):
     pvgis_data = get_pvgis_tmy(45, 8, outputformat='csv')
@@ -161,6 +164,7 @@ def _compare_pvgis_tmy_csv(expected, month_year_expected, inputs_expected,
 
 
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_pvgis_tmy_epw(expected, epw_meta):
     pvgis_data = get_pvgis_tmy(45, 8, outputformat='epw')
     _compare_pvgis_tmy_epw(expected, epw_meta, pvgis_data)
@@ -176,6 +180,7 @@ def _compare_pvgis_tmy_epw(expected, epw_meta, pvgis_data):
 
 
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_pvgis_tmy_error():
     err_msg = 'outputformat: Incorrect value.'
     with pytest.raises(requests.HTTPError, match=err_msg):
diff --git a/pvlib/tests/iotools/test_srml.py b/pvlib/tests/iotools/test_srml.py
index 58939c0cb9..63c5defc4e 100644
--- a/pvlib/tests/iotools/test_srml.py
+++ b/pvlib/tests/iotools/test_srml.py
@@ -4,7 +4,7 @@
 import pytest
 
 from pvlib.iotools import srml
-from conftest import DATA_DIR
+from conftest import DATA_DIR, RERUNS, RERUNS_DELAY
 
 srml_testfile = DATA_DIR / 'SRML-day-EUPO1801.txt'
 
@@ -15,6 +15,7 @@ def test_read_srml():
 
 @network
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_read_srml_remote():
     srml.read_srml('http://solardat.uoregon.edu/download/Archive/EUPO1801.txt')
 
@@ -42,6 +43,7 @@ def test_read_srml_nans_exist():
      2016, 12),
 ])
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_read_srml_dt_index(url, year, month):
     data = srml.read_srml(url)
     start = pd.Timestamp('{:04d}{:02d}01 00:00'.format(year, month))
@@ -66,6 +68,7 @@ def test_map_columns(column, expected):
 
 @network
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_read_srml_month_from_solardat():
     url = 'http://solardat.uoregon.edu/download/Archive/EUPO1801.txt'
     file_data = srml.read_srml(url)
@@ -75,6 +78,7 @@ def test_read_srml_month_from_solardat():
 
 @network
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_15_minute_dt_index():
     data = srml.read_srml_month_from_solardat('TW', 2019, 4, 'RQ')
     start = pd.Timestamp('20190401 00:00')
@@ -88,6 +92,7 @@ def test_15_minute_dt_index():
 
 @network
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_hourly_dt_index():
     data = srml.read_srml_month_from_solardat('CD', 1986, 4, 'PH')
     start = pd.Timestamp('19860401 00:00')
diff --git a/pvlib/tests/iotools/test_surfrad.py b/pvlib/tests/iotools/test_surfrad.py
index cbe1710911..7caab9fb41 100644
--- a/pvlib/tests/iotools/test_surfrad.py
+++ b/pvlib/tests/iotools/test_surfrad.py
@@ -3,7 +3,7 @@
 import pytest
 
 from pvlib.iotools import surfrad
-from conftest import DATA_DIR
+from conftest import DATA_DIR, RERUNS, RERUNS_DELAY
 
 testfile = DATA_DIR / 'surfrad-slv16001.dat'
 network_testfile = ('ftp://aftp.cmdl.noaa.gov/data/radiation/surfrad/'
@@ -12,6 +12,7 @@
 
 @network
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_read_surfrad_network():
     # If this test begins failing, SURFRAD's data structure or data
     # archive may have changed.
diff --git a/pvlib/tests/iotools/test_tmy.py b/pvlib/tests/iotools/test_tmy.py
index b35f09ac53..bf10e3b830 100644
--- a/pvlib/tests/iotools/test_tmy.py
+++ b/pvlib/tests/iotools/test_tmy.py
@@ -3,8 +3,7 @@
 import pandas as pd
 import pytest
 from pvlib.iotools import tmy
-from pvlib.iotools import read_tmy3
-from conftest import DATA_DIR
+from conftest import DATA_DIR, RERUNS, RERUNS_DELAY
 
 # test the API works
 from pvlib.iotools import read_tmy3
@@ -20,6 +19,7 @@ def test_read_tmy3():
 
 @network
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_read_tmy3_remote():
     url = 'http://rredc.nrel.gov/solar/old_data/nsrdb/1991-2005/data/tmy3/703165TYA.CSV'
     tmy.read_tmy3(url)
diff --git a/pvlib/tests/test_forecast.py b/pvlib/tests/test_forecast.py
index cf5abf567d..cfd104a63b 100644
--- a/pvlib/tests/test_forecast.py
+++ b/pvlib/tests/test_forecast.py
@@ -7,6 +7,7 @@
 from numpy.testing import assert_allclose
 
 from conftest import requires_siphon, has_siphon, skip_windows
+from conftest import RERUNS, RERUNS_DELAY
 
 pytestmark = pytest.mark.skipif(not has_siphon, reason='requires siphon')
 
@@ -60,6 +61,7 @@ def model(request):
 
 @requires_siphon
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_process_data(model):
     for how in ['liujordan', 'clearsky_scaling']:
         if model.raw_data.empty:
@@ -77,6 +79,7 @@ def test_process_data(model):
 
 @requires_siphon
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_bad_kwarg_get_data():
     # For more information on why you would want to pass an unknown keyword
     # argument, see Github issue #745.
@@ -88,6 +91,7 @@ def test_bad_kwarg_get_data():
 
 @requires_siphon
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_bad_kwarg_get_processed_data():
     # For more information on why you would want to pass an unknown keyword
     # argument, see Github issue #745.
@@ -99,6 +103,7 @@ def test_bad_kwarg_get_processed_data():
 
 @requires_siphon
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_how_kwarg_get_processed_data():
     amodel = NAM()
     data = amodel.get_processed_data(_latitude, _longitude, _start, _end,
@@ -108,6 +113,7 @@ def test_how_kwarg_get_processed_data():
 
 @requires_siphon
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_vert_level():
     amodel = NAM()
     vert_level = 5000
@@ -117,6 +123,7 @@ def test_vert_level():
 
 @requires_siphon
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_datetime():
     amodel = NAM()
     start = datetime.now(tz=timezone.utc)
@@ -126,6 +133,7 @@ def test_datetime():
 
 @requires_siphon
 @pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_queryvariables():
     amodel = GFS()
     new_variables = ['u-component_of_wind_height_above_ground']