From 92435acc3d379bae8749f505dfd75741c4c9e68f Mon Sep 17 00:00:00 2001 From: Yang Date: Tue, 15 Aug 2023 10:31:44 +0200 Subject: [PATCH] implement consistent zampy name for ecmwf datasets --- demo/era5-land_dataset_demo.ipynb | 4 +- demo/era5_dataset_demo.ipynb | 94 +++++++++++------- src/zampy/datasets/ecmwf_dataset.py | 5 +- src/zampy/datasets/era5.py | 14 +-- src/zampy/datasets/utils.py | 6 +- ...nc => era5-land_air_temperature_1996-1.nc} | Bin ... era5-land_dewpoint_temperature_1996-1.nc} | Bin ...era5_eastward_component_of_wind_1996-1.nc} | Bin ...ra5_northward_component_of_wind_1996-1.nc} | Bin ....nc => era5_total_precipitation_1996-1.nc} | Bin tests/test_datasets/test_era5.py | 9 +- tests/test_datasets/test_era5_land.py | 9 +- tests/test_recipes/generate_test_data.py | 4 +- tests/test_recipes/recipes/era5_recipe.yml | 2 +- tests/test_recipes/test_simple_recipe.py | 2 +- tests/test_utils.py | 32 +++--- 16 files changed, 107 insertions(+), 74 deletions(-) rename tests/test_data/era5-land/{era5-land_2m_temperature_1996-1.nc => era5-land_air_temperature_1996-1.nc} (100%) rename tests/test_data/era5-land/{era5-land_2m_dewpoint_temperature_1996-1.nc => era5-land_dewpoint_temperature_1996-1.nc} (100%) rename tests/test_data/era5/{era5_10m_u_component_of_wind_1996-1.nc => era5_eastward_component_of_wind_1996-1.nc} (100%) rename tests/test_data/era5/{era5_10m_v_component_of_wind_1996-1.nc => era5_northward_component_of_wind_1996-1.nc} (100%) rename tests/test_data/era5/{era5_mean_total_precipitation_rate_1996-1.nc => era5_total_precipitation_1996-1.nc} (100%) diff --git a/demo/era5-land_dataset_demo.ipynb b/demo/era5-land_dataset_demo.ipynb index a9491fb..c8d8323 100644 --- a/demo/era5-land_dataset_demo.ipynb +++ b/demo/era5-land_dataset_demo.ipynb @@ -106,7 +106,7 @@ " download_dir=download_dir,\n", " time_bounds=times,\n", " spatial_bounds=bbox_demo,\n", - " variable_names=[\"2m_temperature\", \"2m_dewpoint_temperature\"],\n", + " variable_names=[\"air_temperature\", \"dewpoint_temperature\"],\n", ")" ] }, @@ -147,7 +147,7 @@ " ingest_dir=ingest_dir,\n", " time_bounds=times,\n", " spatial_bounds=bbox_demo,\n", - " variable_names=[\"2m_temperature\", \"2m_dewpoint_temperature\"],\n", + " variable_names=[\"air_temperature\", \"dewpoint_temperature\"],\n", " resolution=1.0,\n", " regrid_method=\"flox\",\n", ")" diff --git a/demo/era5_dataset_demo.ipynb b/demo/era5_dataset_demo.ipynb index 7bcf2ce..b068e8b 100644 --- a/demo/era5_dataset_demo.ipynb +++ b/demo/era5_dataset_demo.ipynb @@ -12,7 +12,16 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/yangliu/mambaforge/envs/ecoextreml/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import numpy as np\n", "from zampy.datasets.catalog import ERA5\n", @@ -45,11 +54,25 @@ "execution_count": 3, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:55<00:00, 55.99s/it]" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - "File 'era5_10m_v_component_of_wind_2010-1.nc' already exists, skipping...\n" + "Download era5_eastward_component_of_wind_2010-1.nc successfully.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" ] }, { @@ -69,7 +92,7 @@ " download_dir=download_dir,\n", " time_bounds=times,\n", " spatial_bounds=bbox_demo,\n", - " variable_names=[\"10m_v_component_of_wind\"], #\"surface_pressure\", \"mean_total_precipitation_rate\"\n", + " variable_names=[\"eastward_component_of_wind\"],\n", ")" ] }, @@ -89,7 +112,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "File 'era5_10m_v_component_of_wind_2010-1.nc' already exists, skipping...\n" + "File 'era5_10m_v_component_of_wind_2010-1.nc' already exists, skipping...\n", + "File 'era5_10m_u_component_of_wind_1996-1.nc' already exists, skipping...\n" ] }, { @@ -117,7 +141,7 @@ " ingest_dir=ingest_dir,\n", " time_bounds=times,\n", " spatial_bounds=bbox_demo,\n", - " variable_names=[\"10m_v_component_of_wind\"],\n", + " variable_names=[\"eastward_component_of_wind\"],\n", " resolution=1.0,\n", " regrid_method=\"flox\",\n", ")" @@ -495,25 +519,25 @@ " fill: currentColor;\n", "}\n", "
<xarray.Dataset>\n",
-       "Dimensions:                  (time: 744, latitude: 54, longitude: 54)\n",
+       "Dimensions:                     (time: 744, latitude: 54, longitude: 54)\n",
        "Coordinates:\n",
-       "  * time                     (time) datetime64[ns] 2010-01-01 ... 2010-01-31T...\n",
-       "  * latitude                 (latitude) float64 1.0 2.0 3.0 ... 52.0 53.0 54.0\n",
-       "  * longitude                (longitude) float64 3.0 4.0 5.0 ... 54.0 55.0 56.0\n",
+       "  * time                        (time) datetime64[ns] 2010-01-01 ... 2010-01-...\n",
+       "  * latitude                    (latitude) float64 1.0 2.0 3.0 ... 53.0 54.0\n",
+       "  * longitude                   (longitude) float64 3.0 4.0 5.0 ... 55.0 56.0\n",
        "Data variables:\n",
-       "    10m_v_component_of_wind  (time, latitude, longitude) float32 dask.array<chunksize=(744, 54, 54), meta=np.ndarray>\n",
+       "    eastward_component_of_wind  (time, latitude, longitude) float32 dask.array<chunksize=(744, 54, 54), meta=np.ndarray>\n",
        "Attributes:\n",
        "    Conventions:  CF-1.6\n",
-       "    history:      2023-07-11 10:17:10 GMT by grib_to_netcdf-2.25.1: /opt/ecmw...
  • Conventions :
    CF-1.6
    history :
    2023-08-15 07:24:00 GMT by grib_to_netcdf-2.25.1: /opt/ecmwf/mars-client/bin/grib_to_netcdf.bin -S param -o /cache/data7/adaptor.mars.internal-1692084238.7452817-16098-8-ce373adb-533b-4a5a-9608-8413adf74b28.nc /cache/tmp/ce373adb-533b-4a5a-9608-8413adf74b28-adaptor.mars.internal-1692084195.6905272-16098-15-tmp.grib
    • " ], "text/plain": [ "\n", - "Dimensions: (time: 744, latitude: 54, longitude: 54)\n", + "Dimensions: (time: 744, latitude: 54, longitude: 54)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 2010-01-01 ... 2010-01-31T...\n", - " * latitude (latitude) float64 1.0 2.0 3.0 ... 52.0 53.0 54.0\n", - " * longitude (longitude) float64 3.0 4.0 5.0 ... 54.0 55.0 56.0\n", + " * time (time) datetime64[ns] 2010-01-01 ... 2010-01-...\n", + " * latitude (latitude) float64 1.0 2.0 3.0 ... 53.0 54.0\n", + " * longitude (longitude) float64 3.0 4.0 5.0 ... 55.0 56.0\n", "Data variables:\n", - " 10m_v_component_of_wind (time, latitude, longitude) float32 dask.array\n", + " eastward_component_of_wind (time, latitude, longitude) float32 dask.array\n", "Attributes:\n", " Conventions: CF-1.6\n", - " history: 2023-07-11 10:17:10 GMT by grib_to_netcdf-2.25.1: /opt/ecmw..." + " history: 2023-08-15 07:24:00 GMT by grib_to_netcdf-2.25.1: /opt/ecmw..." ] }, "execution_count": 6, @@ -646,7 +670,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "10m_v_component_of_wind renamed to Wind_E.\n", + "eastward_component_of_wind renamed to Wind_E.\n", "Conversion of dataset 'era5' following ALMA convention is complete!\n" ] } @@ -1038,16 +1062,16 @@ " Wind_E (time, latitude, longitude) float32 dask.array<chunksize=(744, 54, 54), meta=np.ndarray>\n", "Attributes:\n", " Conventions: ALMA\n", - " history: 2023-07-11 10:17:10 GMT by grib_to_netcdf-2.25.1: /opt/ecmw...
  • Conventions :
    ALMA
    history :
    2023-08-15 07:24:00 GMT by grib_to_netcdf-2.25.1: /opt/ecmwf/mars-client/bin/grib_to_netcdf.bin -S param -o /cache/data7/adaptor.mars.internal-1692084238.7452817-16098-8-ce373adb-533b-4a5a-9608-8413adf74b28.nc /cache/tmp/ce373adb-533b-4a5a-9608-8413adf74b28-adaptor.mars.internal-1692084195.6905272-16098-15-tmp.grib
    • " ], "text/plain": [ "\n", @@ -1159,7 +1183,7 @@ " Wind_E (time, latitude, longitude) float32 dask.array\n", "Attributes:\n", " Conventions: ALMA\n", - " history: 2023-07-11 10:17:10 GMT by grib_to_netcdf-2.25.1: /opt/ecmw..." + " history: 2023-08-15 07:24:00 GMT by grib_to_netcdf-2.25.1: /opt/ecmw..." ] }, "execution_count": 8, diff --git a/src/zampy/datasets/ecmwf_dataset.py b/src/zampy/datasets/ecmwf_dataset.py index 6d864d1..e05b8e0 100644 --- a/src/zampy/datasets/ecmwf_dataset.py +++ b/src/zampy/datasets/ecmwf_dataset.py @@ -60,7 +60,7 @@ def download( download_dir, time_bounds, spatial_bounds, - [self.cds_var_names[var] for var in self.cds_var_names.keys()], + variable_names, ) download_folder = download_dir / self.name @@ -72,6 +72,7 @@ def download( time_bounds=time_bounds, spatial_bounds=spatial_bounds, path=download_folder, + cds_var_names=self.cds_var_names, overwrite=overwrite, ) @@ -115,7 +116,7 @@ def load( variable_names: list[str], ) -> xr.Dataset: files: list[Path] = [] - for var in self.cds_var_names.keys(): + for var in self.variable_names: if var in variable_names: files += (ingest_dir / self.name).glob(f"{self.name}_{var}*.nc") diff --git a/src/zampy/datasets/era5.py b/src/zampy/datasets/era5.py index 996737a..ff36a0b 100644 --- a/src/zampy/datasets/era5.py +++ b/src/zampy/datasets/era5.py @@ -23,15 +23,15 @@ class ERA5(ECMWFDataset): # noqa: D101 # variable names used in cdsapi downloading request cds_var_names = { - "mean_total_precipitation_rate": "total_precipitation", + "total_precipitation": "mean_total_precipitation_rate", "surface_thermal_radiation_downwards": "surface_thermal_radiation_downwards", "surface_solar_radiation_downwards": "surface_solar_radiation_downwards", "surface_pressure": "surface_pressure", - "10m_u_component_of_wind": "eastward_component_of_wind", - "10m_v_component_of_wind": "northward_component_of_wind", + "eastward_component_of_wind": "10m_u_component_of_wind", + "northward_component_of_wind": "10m_v_component_of_wind", } - variable_names = list(cds_var_names.values()) + variable_names = list(cds_var_names.keys()) variables = [VARIABLE_REFERENCE_LOOKUP[var] for var in variable_names] @@ -49,11 +49,11 @@ class ERA5Land(ECMWFDataset): # noqa: D101 # variable names used in cdsapi downloading request cds_var_names = { - "2m_temperature": "air_temperature", - "2m_dewpoint_temperature": "dewpoint_temperature", + "air_temperature": "2m_temperature", + "dewpoint_temperature": "2m_dewpoint_temperature", } - variable_names = list(cds_var_names.values()) + variable_names = list(cds_var_names.keys()) variables = [VARIABLE_REFERENCE_LOOKUP[var] for var in variable_names] diff --git a/src/zampy/datasets/utils.py b/src/zampy/datasets/utils.py index eb14ab4..e60168c 100644 --- a/src/zampy/datasets/utils.py +++ b/src/zampy/datasets/utils.py @@ -77,6 +77,7 @@ def cds_request( time_bounds: TimeBounds, spatial_bounds: SpatialBounds, path: Path, + cds_var_names: dict[str, str], overwrite: bool, ) -> None: """Download data via CDS API. @@ -91,10 +92,11 @@ def cds_request( Args: dataset: Dataset name for retrieval via `cdsapi`. - variables: Zampy variable. + variables: Zampy variables. time_bounds: Zampy time bounds object. spatial_bounds: Zampy spatial bounds object. path: File path to which the data should be saved. + cds_var_names: Variable names from CDS server side. overwrite: If an existing file (of the same size!) should be overwritten. """ fname = PRODUCT_FNAME[dataset] @@ -121,7 +123,7 @@ def cds_request( dataset, { "product_type": "reanalysis", - "variable": [variable], + "variable": [cds_var_names[variable]], "year": year, "month": month, # fmt: off diff --git a/tests/test_data/era5-land/era5-land_2m_temperature_1996-1.nc b/tests/test_data/era5-land/era5-land_air_temperature_1996-1.nc similarity index 100% rename from tests/test_data/era5-land/era5-land_2m_temperature_1996-1.nc rename to tests/test_data/era5-land/era5-land_air_temperature_1996-1.nc diff --git a/tests/test_data/era5-land/era5-land_2m_dewpoint_temperature_1996-1.nc b/tests/test_data/era5-land/era5-land_dewpoint_temperature_1996-1.nc similarity index 100% rename from tests/test_data/era5-land/era5-land_2m_dewpoint_temperature_1996-1.nc rename to tests/test_data/era5-land/era5-land_dewpoint_temperature_1996-1.nc diff --git a/tests/test_data/era5/era5_10m_u_component_of_wind_1996-1.nc b/tests/test_data/era5/era5_eastward_component_of_wind_1996-1.nc similarity index 100% rename from tests/test_data/era5/era5_10m_u_component_of_wind_1996-1.nc rename to tests/test_data/era5/era5_eastward_component_of_wind_1996-1.nc diff --git a/tests/test_data/era5/era5_10m_v_component_of_wind_1996-1.nc b/tests/test_data/era5/era5_northward_component_of_wind_1996-1.nc similarity index 100% rename from tests/test_data/era5/era5_10m_v_component_of_wind_1996-1.nc rename to tests/test_data/era5/era5_northward_component_of_wind_1996-1.nc diff --git a/tests/test_data/era5/era5_mean_total_precipitation_rate_1996-1.nc b/tests/test_data/era5/era5_total_precipitation_1996-1.nc similarity index 100% rename from tests/test_data/era5/era5_mean_total_precipitation_rate_1996-1.nc rename to tests/test_data/era5/era5_total_precipitation_1996-1.nc diff --git a/tests/test_datasets/test_era5.py b/tests/test_datasets/test_era5.py index 8fc8d66..2d166c2 100644 --- a/tests/test_datasets/test_era5.py +++ b/tests/test_datasets/test_era5.py @@ -37,7 +37,8 @@ def test_download(self, mock_retrieve, valid_path_cds, dummy_dir): """ times = TimeBounds(np.datetime64("2010-01-01"), np.datetime64("2010-01-31")) bbox = SpatialBounds(54, 56, 1, 3) - variable = ["10m_v_component_of_wind"] + variable = ["eastward_component_of_wind"] + cds_var_names = ["10m_u_component_of_wind"] download_dir = Path(dummy_dir, "download") era5_dataset = era5.ERA5() @@ -57,7 +58,7 @@ def test_download(self, mock_retrieve, valid_path_cds, dummy_dir): "reanalysis-era5-single-levels", { "product_type": "reanalysis", - "variable": variable, + "variable": cds_var_names, "year": "2010", "month": "1", # fmt: off @@ -100,7 +101,7 @@ def ingest_dummy_data(self, temp_dir): Path( temp_dir, "era5", - "era5_10m_v_component_of_wind_1996-1.nc", + "era5_northward_component_of_wind_1996-1.nc", ) ) @@ -115,7 +116,7 @@ def test_load(self): """Test load function.""" times = TimeBounds(np.datetime64("1996-01-01"), np.datetime64("1996-01-02")) bbox = SpatialBounds(39, -107, 37, -109) - variable = ["10m_v_component_of_wind"] + variable = ["northward_component_of_wind"] era5_dataset = era5.ERA5() diff --git a/tests/test_datasets/test_era5_land.py b/tests/test_datasets/test_era5_land.py index 6c68f52..db00847 100644 --- a/tests/test_datasets/test_era5_land.py +++ b/tests/test_datasets/test_era5_land.py @@ -37,7 +37,8 @@ def test_download(self, mock_retrieve, valid_path_cds, dummy_dir): """ times = TimeBounds(np.datetime64("2010-01-01"), np.datetime64("2010-01-31")) bbox = SpatialBounds(54, 56, 1, 3) - variable = ["2m_dewpoint_temperature"] + variable = ["dewpoint_temperature"] + cds_var_names = ["2m_dewpoint_temperature"] download_dir = Path(dummy_dir, "download") era5_land_dataset = ERA5Land() @@ -57,7 +58,7 @@ def test_download(self, mock_retrieve, valid_path_cds, dummy_dir): "reanalysis-era5-land", { "product_type": "reanalysis", - "variable": variable, + "variable": cds_var_names, "year": "2010", "month": "1", # fmt: off @@ -100,7 +101,7 @@ def ingest_dummy_data(self, temp_dir): Path( temp_dir, "era5-land", - "era5-land_2m_dewpoint_temperature_1996-1.nc", + "era5-land_dewpoint_temperature_1996-1.nc", ) ) @@ -115,7 +116,7 @@ def test_load(self): """Test load function.""" times = TimeBounds(np.datetime64("1996-01-01"), np.datetime64("1996-01-02")) bbox = SpatialBounds(39, -107, 37, -109) - variable = ["2m_dewpoint_temperature"] + variable = ["dewpoint_temperature"] era5_land_dataset = ERA5Land() diff --git a/tests/test_recipes/generate_test_data.py b/tests/test_recipes/generate_test_data.py index 46b9b96..016c6cf 100644 --- a/tests/test_recipes/generate_test_data.py +++ b/tests/test_recipes/generate_test_data.py @@ -46,8 +46,8 @@ def generate_era5_file( ERA5_LOOKUP = { # name: (unit, fname) - "10m_u_component_of_wind": ("m s**-1", "u10"), - "10m_v_component_of_wind": ("m s**-1", "v10"), + "eastward_component_of_wind": ("m s**-1", "u10"), + "northward_component_of_wind": ("m s**-1", "v10"), "surface_pressure": ("Pa", "sp"), } diff --git a/tests/test_recipes/recipes/era5_recipe.yml b/tests/test_recipes/recipes/era5_recipe.yml index 576fb15..b925921 100644 --- a/tests/test_recipes/recipes/era5_recipe.yml +++ b/tests/test_recipes/recipes/era5_recipe.yml @@ -7,7 +7,7 @@ download: datasets: era5: variables: - - 10m_v_component_of_wind + - northward_component_of_wind - surface_pressure convert: diff --git a/tests/test_recipes/test_simple_recipe.py b/tests/test_recipes/test_simple_recipe.py index 064c7b9..a709010 100644 --- a/tests/test_recipes/test_simple_recipe.py +++ b/tests/test_recipes/test_simple_recipe.py @@ -26,7 +26,7 @@ def test_recipe(tmp_path: Path, mocker): time_bounds = TimeBounds( np.datetime64("2020-01-01T00:00"), np.datetime64("2020-12-31T23:59") ) - variables = ["10m_v_component_of_wind", "surface_pressure"] + variables = ["northward_component_of_wind", "surface_pressure"] generate_test_data.generate_era5_files( directory=tmp_path / "download", diff --git a/tests/test_utils.py b/tests/test_utils.py index 2a6954a..f7c5a7c 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -87,7 +87,8 @@ def valid_path_cds(tmp_path_factory): def test_cds_request(mock_retrieve, valid_path_cds): """ "Test cds request for downloading data from CDS server.""" product = "reanalysis-era5-single-levels" - variables = ["10m_v_component_of_wind"] + variables = ["eastward_component_of_wind"] + cds_var_names = {"eastward_component_of_wind": "10m_u_component_of_wind"} time_bounds = TimeBounds( np.datetime64("2010-01-01T00:00:00"), np.datetime64("2010-01-31T23:00:00") ) @@ -99,14 +100,20 @@ def test_cds_request(mock_retrieve, valid_path_cds): patching = patch("zampy.datasets.utils.CDSAPI_CONFIG_PATH", valid_path_cds) with patching: utils.cds_request( - product, variables, time_bounds, spatial_bounds, path, overwrite + product, + variables, + time_bounds, + spatial_bounds, + path, + cds_var_names, + overwrite, ) mock_retrieve.assert_called_with( product, { "product_type": "reanalysis", - "variable": variables, + "variable": ["10m_u_component_of_wind"], "year": "2010", "month": "1", # fmt: off @@ -153,24 +160,21 @@ def test_convert_to_zampy(dummy_dir): ingest_folder = Path(data_folder, "era5") utils.convert_to_zampy( ingest_folder=Path(dummy_dir), - file=Path(ingest_folder, "era5_10m_v_component_of_wind_1996-1.nc"), + file=Path(ingest_folder, "era5_northward_component_of_wind_1996-1.nc"), overwrite=True, ) - ds = xr.load_dataset(Path(dummy_dir, "era5_10m_v_component_of_wind_1996-1.nc")) + ds = xr.load_dataset(Path(dummy_dir, "era5_northward_component_of_wind_1996-1.nc")) assert list(ds.data_vars)[0] == "northward_component_of_wind" def test_parse_nc_file_10m_wind(): """Test parsing netcdf file function with 10 meter velocity u/v component.""" - variables = { - "10m_v_component_of_wind": "northward_component_of_wind", - "10m_u_component_of_wind": "eastward_component_of_wind", - } + variables = ["northward_component_of_wind", "eastward_component_of_wind"] for variable in variables: ds = utils.parse_nc_file(data_folder / "era5" / f"era5_{variable}_1996-1.nc") - expected_var_name = variables[variable] + expected_var_name = variable assert list(ds.data_vars)[0] == expected_var_name assert ds[expected_var_name].attrs["units"] == "meter_per_second" @@ -199,10 +203,10 @@ def test_parse_nc_file_radiation(): def test_parse_nc_file_precipitation(): """Test parsing netcdf file function with precipitation.""" ds_original = xr.load_dataset( - data_folder / "era5" / "era5_mean_total_precipitation_rate_1996-1.nc" + data_folder / "era5" / "era5_total_precipitation_1996-1.nc" ) ds = utils.parse_nc_file( - data_folder / "era5" / "era5_mean_total_precipitation_rate_1996-1.nc" + data_folder / "era5" / "era5_total_precipitation_1996-1.nc" ) expected_var_name = "total_precipitation" @@ -227,7 +231,7 @@ def test_parse_nc_file_pressure(): def test_parse_nc_file_air_temperature(): """Test parsing netcdf file function with 2 meter temperature.""" ds = utils.parse_nc_file( - data_folder / "era5-land" / "era5-land_2m_temperature_1996-1.nc" + data_folder / "era5-land" / "era5-land_air_temperature_1996-1.nc" ) expected_var_name = "air_temperature" @@ -238,7 +242,7 @@ def test_parse_nc_file_air_temperature(): def test_parse_nc_file_dew_temperature(): """Test parsing netcdf file function with 2 meter dewpoint temperature.""" ds = utils.parse_nc_file( - data_folder / "era5-land" / "era5-land_2m_dewpoint_temperature_1996-1.nc" + data_folder / "era5-land" / "era5-land_dewpoint_temperature_1996-1.nc" ) expected_var_name = "dewpoint_temperature"