diff --git a/docs/sphinx/source/reference/iotools.rst b/docs/sphinx/source/reference/iotools.rst index 9588a8daf7..aca7b6e74c 100644 --- a/docs/sphinx/source/reference/iotools.rst +++ b/docs/sphinx/source/reference/iotools.rst @@ -80,6 +80,8 @@ Satellite-derived irradiance and weather data for the Americas. iotools.get_nsrdb_psm4_tmy iotools.get_nsrdb_psm4_conus iotools.get_nsrdb_psm4_full_disc + iotools.get_nsrdb_psm4_polar + iotools.get_nsrdb_psm4_polar_tmy iotools.read_nsrdb_psm4 diff --git a/docs/sphinx/source/whatsnew/v0.15.3.rst b/docs/sphinx/source/whatsnew/v0.15.3.rst index eb36b659ca..eaedfb9532 100644 --- a/docs/sphinx/source/whatsnew/v0.15.3.rst +++ b/docs/sphinx/source/whatsnew/v0.15.3.rst @@ -18,7 +18,11 @@ Bug fixes Enhancements ~~~~~~~~~~~~ - +* Add iotools functions to retrieve irradiance and weather data from NSRDB PSM4 Polar, + which provides satellite-derived irradiance data above 60 degree latitude. + :py:func:`~pvlib.iotools.get_nsrdb_psm4_polar` and + :py:func:`~pvlib.iotools.get_nsrdb_psm4_polar_tmy`. + (:issue:`2639`, :pull:`2807`) Documentation ~~~~~~~~~~~~~ @@ -45,6 +49,8 @@ Maintenance Contributors ~~~~~~~~~~~~ +* Adam R. Jensen (:ghuser:`AdamRJensen`) +* Erin Tonita (:ghuser:`etoni044`) * Eesh Saxena (:ghuser:`eeshsaxena`) * Karl Hill (:ghuser:`karlhillx`) * Yonry Zhu (:ghuser:`yonryzhu`) diff --git a/pvlib/iotools/__init__.py b/pvlib/iotools/__init__.py index e680e38c2d..5c4f2deb8d 100644 --- a/pvlib/iotools/__init__.py +++ b/pvlib/iotools/__init__.py @@ -12,6 +12,8 @@ from pvlib.iotools.psm4 import get_nsrdb_psm4_tmy # noqa: F401 from pvlib.iotools.psm4 import get_nsrdb_psm4_conus # noqa: F401 from pvlib.iotools.psm4 import get_nsrdb_psm4_full_disc # noqa: F401 +from pvlib.iotools.psm4 import get_nsrdb_psm4_polar # noqa: F401 +from pvlib.iotools.psm4 import get_nsrdb_psm4_polar_tmy # noqa: F401 from pvlib.iotools.psm4 import read_nsrdb_psm4 # noqa: F401 from pvlib.iotools.pvgis import get_pvgis_tmy, read_pvgis_tmy # noqa: F401 from pvlib.iotools.pvgis import read_pvgis_hourly # noqa: F401 diff --git a/pvlib/iotools/psm4.py b/pvlib/iotools/psm4.py index fc8d098a09..de76af0323 100644 --- a/pvlib/iotools/psm4.py +++ b/pvlib/iotools/psm4.py @@ -4,6 +4,8 @@ https://developer.nlr.gov/docs/solar/nsrdb/nsrdb-GOES-tmy-v4-0-0-download/ https://developer.nlr.gov/docs/solar/nsrdb/nsrdb-GOES-conus-v4-0-0-download/ https://developer.nlr.gov/docs/solar/nsrdb/nsrdb-GOES-full-disc-v4-0-0-download/ +https://developer.nlr.gov/docs/solar/nsrdb/nsrdb-polar-v4-0-0-download/ +https://developer.nlr.gov/docs/solar/nsrdb/nsrdb-polar-tmy-v4-0-0-download/ """ import csv @@ -19,10 +21,14 @@ PSM4_TMY_ENDPOINT = "nsrdb-GOES-tmy-v4-0-0-download.csv" PSM4_CON_ENDPOINT = "nsrdb-GOES-conus-v4-0-0-download.csv" PSM4_FUL_ENDPOINT = "nsrdb-GOES-full-disc-v4-0-0-download.csv" +PSM4_POLAR_ENDPOINT = "nsrdb-polar-v4-0-0-download.csv" +PSM4_POLAR_TMY_ENDPOINT = "nsrdb-polar-tmy-v4-0-0-download.csv" PSM4_AGG_URL = urljoin(NSRDB_API_BASE, PSM4_AGG_ENDPOINT) PSM4_TMY_URL = urljoin(NSRDB_API_BASE, PSM4_TMY_ENDPOINT) PSM4_CON_URL = urljoin(NSRDB_API_BASE, PSM4_CON_ENDPOINT) PSM4_FUL_URL = urljoin(NSRDB_API_BASE, PSM4_FUL_ENDPOINT) +PSM4_POLAR_URL = urljoin(NSRDB_API_BASE, PSM4_POLAR_ENDPOINT) +PSM4_POLAR_TMY_URL = urljoin(NSRDB_API_BASE, PSM4_POLAR_TMY_ENDPOINT) PARAMETERS = ( 'air_temperature', 'dew_point', 'dhi', 'dni', 'ghi', 'surface_albedo', @@ -158,7 +164,8 @@ def get_nsrdb_psm4_aggregated(latitude, longitude, api_key, email, See Also -------- pvlib.iotools.get_nsrdb_psm4_tmy, pvlib.iotools.get_nsrdb_psm4_conus, - pvlib.iotools.get_nsrdb_psm4_full_disc, pvlib.iotools.read_nsrdb_psm4 + pvlib.iotools.get_nsrdb_psm4_full_disc, pvlib.iotools.get_nsrdb_psm4_polar, + pvlib.iotools.get_nsrdb_psm4_polar_tmy, pvlib.iotools.read_nsrdb_psm4 References ---------- @@ -294,8 +301,10 @@ def get_nsrdb_psm4_tmy(latitude, longitude, api_key, email, year='tmy', See Also -------- + pvlib.iotools.get_nsrdb_psm4_polar_tmy, pvlib.iotools.get_nsrdb_psm4_aggregated, pvlib.iotools.get_nsrdb_psm4_conus, pvlib.iotools.get_nsrdb_psm4_full_disc, + pvlib.iotools.get_nsrdb_psm4_polar, pvlib.iotools.read_nsrdb_psm4 References @@ -430,9 +439,9 @@ def get_nsrdb_psm4_conus(latitude, longitude, api_key, email, year, See Also -------- - pvlib.iotools.get_nsrdb_psm4_aggregated, - pvlib.iotools.get_nsrdb_psm4_tmy, pvlib.iotools.get_nsrdb_psm4_full_disc, - pvlib.iotools.read_nsrdb_psm4 + pvlib.iotools.get_nsrdb_psm4_aggregated, pvlib.iotools.get_nsrdb_psm4_tmy, + pvlib.iotools.get_nsrdb_psm4_full_disc, pvlib.iotools.get_nsrdb_psm4_polar, + pvlib.iotools.get_nsrdb_psm4_polar_tmy, pvlib.iotools.read_nsrdb_psm4 References ---------- @@ -569,9 +578,9 @@ def get_nsrdb_psm4_full_disc(latitude, longitude, api_key, email, See Also -------- - pvlib.iotools.get_nsrdb_psm4_aggregated, - pvlib.iotools.get_nsrdb_psm4_tmy, pvlib.iotools.get_nsrdb_psm4_conus, - pvlib.iotools.read_nsrdb_psm4 + pvlib.iotools.get_nsrdb_psm4_aggregated, pvlib.iotools.get_nsrdb_psm4_tmy, + pvlib.iotools.get_nsrdb_psm4_conus, pvlib.iotools.get_nsrdb_psm4_polar, + pvlib.iotools.get_nsrdb_psm4_polar_tmy, pvlib.iotools.read_nsrdb_psm4 References ---------- @@ -624,6 +633,300 @@ def get_nsrdb_psm4_full_disc(latitude, longitude, api_key, email, return read_nsrdb_psm4(fbuf, map_variables) +def get_nsrdb_psm4_polar(latitude, longitude, api_key, email, + year, *, time_step=60, + parameters=PARAMETERS, leap_day=True, + full_name=PVLIB_PYTHON, + affiliation=PVLIB_PYTHON, utc=False, + map_variables=True, url=None, timeout=30): + """ + Retrieve timeseries weather data from the PSM4 NSRDB Polar API. + + The NSRDB is described in [1]_ and the NSRDB PSM4 NSRDB Polar v4 dataset + is described in [2]_, [3]_. The polar dataset extends NSRDB coverage to + high latitude regions, that are outside the field of view of the + geostationary satellites. + + The dataset provides data from 2013 onwards over the exclusive economic + zone above 60 degrees north. The data have a spatial resolution of 4 km + and a temporal resolution of 1 hour. + + Parameters + ---------- + latitude : float or int + in decimal degrees, between 60 and 90 degrees north + longitude : float or int + in decimal degrees, between -180 and 180, east is positive + api_key : str + NLR Developer Network API key + email : str + NLR API uses this to automatically communicate messages back + to the user only if necessary + year : int or str + PSM4 API parameter specifing year (e.g. ``2023``) to download. The + allowed values update periodically, so consult the NSRDB reference + below for the current set of options. Called ``names`` in NSRDB API. + time_step : int, default 60 + time step in minutes. Called ``interval`` in NSRDB API. + Only 60 is supported for the Polar dataset. + parameters : list of str, optional + meteorological fields to fetch. If not specified, defaults to + ``pvlib.iotools.psm4.PARAMETERS``. See reference [2]_ for a list of + available fields. Alternatively, pvlib names may also be used (e.g. + 'ghi' rather than 'GHI'); see :const:`REQUEST_VARIABLE_MAP`. To + retrieve all available fields, set ``parameters=[]``. + leap_day : bool, default : True + include leap day in the results + full_name : str, default 'pvlib python' + optional + affiliation : str, default 'pvlib python' + optional + utc: bool, default : False + retrieve data with timestamps converted to UTC. False returns + timestamps in local standard time of the selected location + map_variables : bool, default True + When true, renames columns of the Dataframe to pvlib variable names + where applicable. See variable :const:`VARIABLE_MAP`. + url : str, optional + Full API endpoint URL. If not specified, the PSM4 Polar v4 URL is + used. + timeout : int, default 30 + time in seconds to wait for server response before timeout + + Returns + ------- + data : pandas.DataFrame + timeseries data from NLR PSM4 + metadata : dict + metadata from NLR PSM4 about the record, see + :func:`pvlib.iotools.read_nsrdb_psm4` for fields + + Raises + ------ + requests.HTTPError + if the request response status is not ok, then the ``'errors'`` field + from the JSON response or any error message in the content will be + raised as an exception, for example if the `api_key` was rejected or if + the coordinates were not found in the NSRDB + + Notes + ----- + The required NLR developer key, `api_key`, is available for free by + registering at the `NLR Developer Network `_. + + .. warning:: The "DEMO_KEY" `api_key` is severely rate limited and may + result in rejected requests. + + .. warning:: PSM4 is limited to data found in the NSRDB, please consult + the references below for locations with available data. + + See Also + -------- + pvlib.iotools.get_nsrdb_psm4_aggregated, pvlib.iotools.get_nsrdb_psm4_tmy, + pvlib.iotools.get_nsrdb_psm4_conus, pvlib.iotools.get_nsrdb_psm4_full_disc, + pvlib.iotools.get_nsrdb_psm4_polar, pvlib.iotools.get_nsrdb_psm4_polar_tmy, + pvlib.iotools.read_nsrdb_psm4 + + References + ---------- + .. [1] `NLR National Solar Radiation Database (NSRDB) + `_ + .. [2] `NLR NSRDB Polar Data + `_ + .. [3] `NSRDB Polar V4.0.0 + `_ + """ + # The well know text (WKT) representation of geometry notation is strict. + # A POINT object is a string with longitude first, then the latitude, with + # four decimals each, and exactly one space between them. + longitude = ('%9.4f' % longitude).strip() + latitude = ('%8.4f' % latitude).strip() + # TODO: make format_WKT(object_type, *args) in tools.py + + # convert pvlib names in parameters to PSM4 convention + parameters = [REQUEST_VARIABLE_MAP.get(a, a) for a in parameters] + + # required query-string parameters for request to PSM4 API + params = { + 'api_key': api_key, + 'full_name': full_name, + 'email': email, + 'affiliation': affiliation, + 'reason': PVLIB_PYTHON, + 'mailing_list': 'false', + 'wkt': 'POINT(%s %s)' % (longitude, latitude), + 'names': year, + 'attributes': ','.join(parameters), + 'leap_day': str(leap_day).lower(), + 'utc': str(utc).lower(), + 'interval': time_step + } + # request CSV download from NLR PSM4 + if url is None: + url = PSM4_POLAR_URL + + response = requests.get(url, params=params, timeout=timeout) + if not response.ok: + # if the API key is rejected, then the response status will be 403 + # Forbidden, and then the error is in the content and there is no JSON + try: + errors = response.json()['errors'] + except JSONDecodeError: + errors = response.content.decode('utf-8') + raise requests.HTTPError(errors, response=response) + # the CSV is in the response content as a UTF-8 bytestring + # to use pandas we need to create a file buffer from the response + fbuf = io.StringIO(response.content.decode('utf-8')) + return read_nsrdb_psm4(fbuf, map_variables) + + +def get_nsrdb_psm4_polar_tmy(latitude, longitude, api_key, email, year='tmy', + time_step=60, parameters=PARAMETERS, + leap_day=False, full_name=PVLIB_PYTHON, + affiliation=PVLIB_PYTHON, utc=False, + map_variables=True, url=None, timeout=30): + """ + Retrieve timeseries weather data from the PSM4 NSRDB Polar TMY v4 API. + + The NSRDB is described in [1]_ and the NSRDB PSM4 Polar TMY v4 dataset is + described in [2]_, [3]_. The polar dataset extends NSRDB coverage to high + latitude polar regions, that are outside the field of view of the + geostationary satellites. + + The dataset provides typical year data over the exclusive economic zone + above 60 degrees north. The data have a spatial resolution of 4 km and a + temporal resolution of 1 hour. + + Parameters + ---------- + latitude : float or int + in decimal degrees, between 60 and 90 degrees north + longitude : float or int + in decimal degrees, between -180 and 180, east is positive + api_key : str + NLR Developer Network API key + email : str + NLR API uses this to automatically communicate messages back + to the user only if necessary + year : str, default 'tmy' + PSM4 API parameter specifing TMY variant to download (e.g. ``'tmy'`` + or ``'tgy-2023'``). The allowed values update periodically, so + consult the NSRDB references below for the current set of options. + Called ``names`` in NSRDB API. + time_step : int, {60} + time step in minutes. Must be 60 for typical year requests. Called + ``interval`` in NSRDB API. + parameters : list of str, optional + meteorological fields to fetch. If not specified, defaults to + ``pvlib.iotools.psm4.PARAMETERS``. See reference [2]_ for a list of + available fields. Alternatively, pvlib names may also be used (e.g. + 'ghi' rather than 'GHI'); see :const:`REQUEST_VARIABLE_MAP`. To + retrieve all available fields, set ``parameters=[]``. + leap_day : bool, default : False + Include leap day in the results. Ignored for tmy/tgy/tdy requests. + full_name : str, default 'pvlib python' + optional + affiliation : str, default 'pvlib python' + optional + utc: bool, default : False + retrieve data with timestamps converted to UTC. False returns + timestamps in local standard time of the selected location + map_variables : bool, default True + When true, renames columns of the Dataframe to pvlib variable names + where applicable. See variable :const:`VARIABLE_MAP`. + url : str, optional + Full API endpoint URL. If not specified, the PSM4 Polar TMY v4 URL + is used. + timeout : int, default 30 + time in seconds to wait for server response before timeout + + Returns + ------- + data : pandas.DataFrame + timeseries data from NLR PSM4 + metadata : dict + metadata from NLR PSM4 about the record, see + :func:`pvlib.iotools.read_nsrdb_psm4` for fields + + Raises + ------ + requests.HTTPError + if the request response status is not ok, then the ``'errors'`` field + from the JSON response or any error message in the content will be + raised as an exception, for example if the `api_key` was rejected or if + the coordinates were not found in the NSRDB + + Notes + ----- + The required NLR developer key, `api_key`, is available for free by + registering at the `NLR Developer Network `_. + + .. warning:: The "DEMO_KEY" `api_key` is severely rate limited and may + result in rejected requests. + + .. warning:: PSM4 is limited to data found in the NSRDB, please consult + the references below for locations with available data. + + See Also + -------- + pvlib.iotools.get_nsrdb_psm4_polar, pvlib.iotools.get_nsrdb_psm4_tmy, + pvlib.iotools.get_nsrdb_psm4_aggregated, + pvlib.iotools.get_nsrdb_psm4_conus, + pvlib.iotools.get_nsrdb_psm4_full_disc, pvlib.iotools.read_nsrdb_psm4 + + References + ---------- + .. [1] `NLR National Solar Radiation Database (NSRDB) + `_ + .. [2] `NLR NSRDB Polar Data + `_ + .. [3] `NSRDB Polar Tmy V4.0.0 + `_ + """ + # The well know text (WKT) representation of geometry notation is strict. + # A POINT object is a string with longitude first, then the latitude, with + # four decimals each, and exactly one space between them. + longitude = ('%9.4f' % longitude).strip() + latitude = ('%8.4f' % latitude).strip() + # TODO: make format_WKT(object_type, *args) in tools.py + + # convert pvlib names in parameters to PSM4 convention + parameters = [REQUEST_VARIABLE_MAP.get(a, a) for a in parameters] + + # required query-string parameters for request to PSM4 API + params = { + 'api_key': api_key, + 'full_name': full_name, + 'email': email, + 'affiliation': affiliation, + 'reason': PVLIB_PYTHON, + 'mailing_list': 'false', + 'wkt': 'POINT(%s %s)' % (longitude, latitude), + 'names': year, + 'attributes': ','.join(parameters), + 'leap_day': str(leap_day).lower(), + 'utc': str(utc).lower(), + 'interval': time_step + } + # request CSV download from NLR PSM4 + if url is None: + url = PSM4_POLAR_TMY_URL + + response = requests.get(url, params=params, timeout=timeout) + if not response.ok: + # if the API key is rejected, then the response status will be 403 + # Forbidden, and then the error is in the content and there is no JSON + try: + errors = response.json()['errors'] + except JSONDecodeError: + errors = response.content.decode('utf-8') + raise requests.HTTPError(errors, response=response) + # the CSV is in the response content as a UTF-8 bytestring + # to use pandas we need to create a file buffer from the response + fbuf = io.StringIO(response.content.decode('utf-8')) + return read_nsrdb_psm4(fbuf, map_variables) + + def read_nsrdb_psm4(filename, map_variables=True): """ Read an NSRDB PSM4 weather file (formatted as SAM CSV). @@ -715,6 +1018,8 @@ def read_nsrdb_psm4(filename, map_variables=True): pvlib.iotools.get_nsrdb_psm4_tmy pvlib.iotools.get_nsrdb_psm4_conus pvlib.iotools.get_nsrdb_psm4_full_disc + pvlib.iotools.get_nsrdb_psm4_polar + pvlib.iotools.get_nsrdb_psm4_polar_tmy References ---------- diff --git a/tests/data/test_psm4_polar_2023.csv b/tests/data/test_psm4_polar_2023.csv new file mode 100644 index 0000000000..112fe8029c --- /dev/null +++ b/tests/data/test_psm4_polar_2023.csv @@ -0,0 +1,8763 @@ +Source,Location ID,City,State,Country,Latitude,Longitude,Time Zone,Elevation,Local Time Zone,Clearsky DHI Units,Clearsky DNI Units,Clearsky GHI Units,Dew Point Units,DHI Units,DNI Units,GHI Units,Solar Zenith Angle Units,Temperature Units,Pressure Units,Relative Humidity Units,Precipitable Water Units,Wind Direction Units,Wind Speed Units,Cloud Type -15,Cloud Type 0,Cloud Type 1,Cloud Type 2,Cloud Type 3,Cloud Type 4,Cloud Type 5,Cloud Type 6,Cloud Type 7,Cloud Type 8,Cloud Type 9,Cloud Type 10,Cloud Type 11,Cloud Type 12,Fill Flag 0,Fill Flag 1,Fill Flag 2,Fill Flag 3,Fill Flag 4,Fill Flag 5,Surface Albedo Units,Version 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+2018,12,31,22,30,17 +2018,12,31,23,30,10 diff --git a/tests/iotools/test_psm4.py b/tests/iotools/test_psm4.py index c16a714aa3..4e275e58ae 100644 --- a/tests/iotools/test_psm4.py +++ b/tests/iotools/test_psm4.py @@ -14,10 +14,13 @@ TMY_TEST_DATA = TESTS_DATA_DIR / 'test_psm4_tmy-2023.csv' FULL_DISC_TEST_DATA = TESTS_DATA_DIR / 'test_psm4_full_disc_2023.csv' +POLAR_TEST_DATA = TESTS_DATA_DIR / 'test_psm4_polar_2023.csv' +POLAR_TMY_TEST_DATA = TESTS_DATA_DIR / 'test_psm4_polar_tmy_2023.csv' YEAR_TEST_DATA = TESTS_DATA_DIR / 'test_psm4_2023.csv' YEAR_TEST_DATA_5MIN = TESTS_DATA_DIR / 'test_psm4_2023_5min.csv' MANUAL_TEST_DATA = TESTS_DATA_DIR / 'test_read_psm4.csv' LATITUDE, LONGITUDE = 40.5137, -108.5449 +LATITUDE_POLAR, LONGITUDE_POLAR = 64.84, -147.70 METADATA_FIELDS = [ 'Source', 'Location ID', 'City', 'State', 'Country', 'Latitude', 'Longitude', 'Time Zone', 'Elevation', 'Local Time Zone', @@ -78,6 +81,39 @@ def test_get_nsrdb_psm4_full_disc(nlr_api_key): assert_psm4_equal(data, metadata, expected) +@pytest.mark.remote_data +@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY) +def test_get_nsrdb_psm4_polar(nlr_api_key): + """test get_nsrdb_psm4_polar with a single year""" + data, metadata = psm4.get_nsrdb_psm4_polar( + LATITUDE_POLAR, LONGITUDE_POLAR, + nlr_api_key, PVLIB_EMAIL, + year=2023, + leap_day=False, + parameters=["ghi"], + utc=True, + map_variables=False) + expected, _ = psm4.read_nsrdb_psm4(POLAR_TEST_DATA, map_variables=False) + pd.testing.assert_frame_equal(data, expected) + + +@pytest.mark.remote_data +@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY) +def test_get_nsrdb_psm4_polar_tmy(nlr_api_key): + """test get_nsrdb_psm4_polar_tmy with a single year""" + data, metadata = psm4.get_nsrdb_psm4_polar_tmy( + LATITUDE_POLAR, LONGITUDE_POLAR, + nlr_api_key, PVLIB_EMAIL, + year="tmy-2023", + leap_day=False, + parameters=["ghi"], + utc=True, + map_variables=False) + expected, _ = psm4.read_nsrdb_psm4( + POLAR_TMY_TEST_DATA, map_variables=False) + pd.testing.assert_frame_equal(data, expected) + + @pytest.mark.remote_data @pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY) def test_get_nsrdb_psm4_conus_singleyear(nlr_api_key):