From fce8aed1091ea4feee914791c42806a4b5f86ae4 Mon Sep 17 00:00:00 2001 From: Alba Vilanova Date: Thu, 14 Jul 2022 15:40:06 +0200 Subject: [PATCH 1/2] Arrange strlen use and check tests --- Jupyter_notebooks/1-introduction.ipynb | 22 +- Jupyter_notebooks/1.1-regular_grids.ipynb | 66 +- Jupyter_notebooks/1.2-rotated_grids.ipynb | 32 +- Jupyter_notebooks/1.3-points_grids.ipynb | 3938 +++++++------------ Jupyter_notebooks/1.4-lcc_grids.ipynb | 20 +- Jupyter_notebooks/1.5-mercator_grids.ipynb | 46 +- Jupyter_notebooks/2-create_nes.ipynb | 486 ++- Jupyter_notebooks/2.1-create_nes_port.ipynb | 34 +- nes/create_nes.py | 9 +- nes/nc_projections/mercator_nes.py | 1 - nes/nc_projections/points_nes.py | 28 +- tests/2-nes_tests_by_projection.py | 2 +- tests/test_bash_nord3v2.cmd | 1 + 13 files changed, 2019 insertions(+), 2666 deletions(-) diff --git a/Jupyter_notebooks/1-introduction.ipynb b/Jupyter_notebooks/1-introduction.ipynb index b98283a..615860d 100644 --- a/Jupyter_notebooks/1-introduction.ipynb +++ b/Jupyter_notebooks/1-introduction.ipynb @@ -32,8 +32,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 189 ms, sys: 136 ms, total: 326 ms\n", - "Wall time: 16.1 s\n" + "CPU times: user 175 ms, sys: 159 ms, total: 335 ms\n", + "Wall time: 15.7 s\n" ] } ], @@ -50,7 +50,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -341,8 +341,8 @@ "text": [ "Rank 000: Loading O3 var (1/1)\n", "Rank 000: Loaded O3 var ((109, 24, 361, 467))\n", - "CPU times: user 1.16 s, sys: 6.54 s, total: 7.69 s\n", - "Wall time: 40.8 s\n" + "CPU times: user 1.21 s, sys: 7.1 s, total: 8.32 s\n", + "Wall time: 42 s\n" ] } ], @@ -379,8 +379,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 917 ms, sys: 497 ms, total: 1.41 s\n", - "Wall time: 14.2 s\n" + "CPU times: user 723 ms, sys: 719 ms, total: 1.44 s\n", + "Wall time: 14.3 s\n" ] } ], @@ -405,8 +405,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 402 ms, sys: 77.5 ms, total: 479 ms\n", - "Wall time: 701 ms\n" + "CPU times: user 403 ms, sys: 206 ms, total: 609 ms\n", + "Wall time: 611 ms\n" ] } ], @@ -442,8 +442,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 38.3 ms, sys: 28 ms, total: 66.3 ms\n", - "Wall time: 847 ms\n" + "CPU times: user 49.2 ms, sys: 30.3 ms, total: 79.4 ms\n", + "Wall time: 837 ms\n" ] } ], diff --git a/Jupyter_notebooks/1.1-regular_grids.ipynb b/Jupyter_notebooks/1.1-regular_grids.ipynb index 3ada97f..c6733d6 100644 --- a/Jupyter_notebooks/1.1-regular_grids.ipynb +++ b/Jupyter_notebooks/1.1-regular_grids.ipynb @@ -1050,16 +1050,16 @@ " Domain: Global\n", " Conventions: None\n", " history: MONARCHv1.0 netcdf file.\n", - " comment: Generated on marenostrum4
  • Domain :
    Global
    Conventions :
    None
    history :
    MONARCHv1.0 netcdf file.
    comment :
    Generated on marenostrum4
    • " ], "text/plain": [ "\n", @@ -1271,7 +1271,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -1868,6 +1868,7 @@ "Rank 000: Dimensions done\n", "Rank 000: Writing O3 var (1/1)\n", "Rank 000: Var O3 created (1/1)\n", + "Rank 000: Filling O3)\n", "Rank 000: Var O3 data (1/1)\n", "Rank 000: Var O3 completed (1/1)\n" ] @@ -1894,7 +1895,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -2280,14 +2281,14 @@ " Domain: Global\n", " Conventions: CF-1.7\n", " history: MONARCHv1.0 netcdf file.\n", - " comment: Generated on marenostrum4
    • O3
      (time, lev, lat, lon)
      float32
      ...
      long_name :
      O3
      units :
      unknown
      standard_name :
      O3
      grid_mapping :
      crs
      [20095344 values with dtype=float32]
    • crs
      ()
      |S1
      ...
      grid_mapping_name :
      latitude_longitude
      semi_major_axis :
      6371000.0
      inverse_flattening :
      0
      array(b'', dtype='|S1')
  • Domain :
    Global
    Conventions :
    CF-1.7
    history :
    MONARCHv1.0 netcdf file.
    comment :
    Generated on marenostrum4
    • " ], "text/plain": [ "\n", @@ -2331,13 +2332,6 @@ "source": [ "xr.open_dataset('regular_file_1.nc')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/Jupyter_notebooks/1.2-rotated_grids.ipynb b/Jupyter_notebooks/1.2-rotated_grids.ipynb index 31b19f7..4cff1df 100644 --- a/Jupyter_notebooks/1.2-rotated_grids.ipynb +++ b/Jupyter_notebooks/1.2-rotated_grids.ipynb @@ -415,14 +415,14 @@ " rotated_pole |S1 b''\n", "Attributes:\n", " Conventions: CF-1.7\n", - " comment: Generated on marenostrum4
    • time_bnds
      (time, nv)
      datetime64[ns]
      ...
      array([['2021-08-03T00:00:00.000000000', '2021-08-07T00:00:00.000000000']],\n",
+       "      dtype='datetime64[ns]')
    • O3_all
      (time, lev, rlat, rlon)
      float32
      ...
      units :
      kg/m3
      long_name :
      TRACERS_044
      cell_methods :
      time: maximum (interval: 1hr)
      grid_mapping :
      rotated_pole
      [2282904 values with dtype=float32]
    • rotated_pole
      ()
      |S1
      ...
      grid_mapping_name :
      rotated_latitude_longitude
      grid_north_pole_latitude :
      39.0
      grid_north_pole_longitude :
      -170.0
      array(b'', dtype='|S1')
  • Conventions :
    CF-1.7
    comment :
    Generated on marenostrum4
    • " ], "text/plain": [ "\n", @@ -483,7 +483,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -810,7 +810,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -1198,14 +1198,14 @@ " rotated_pole |S1 b''\n", "Attributes:\n", " Conventions: CF-1.7\n", - " comment: Generated on marenostrum4
    • time_bnds
      (time, time_nv)
      datetime64[ns]
      ...
      array([['2021-08-03T00:00:00.000000000', '2021-08-07T00:00:00.000000000']],\n",
+       "      dtype='datetime64[ns]')
    • O3_all
      (time, lev, rlat, rlon)
      float32
      ...
      units :
      kg/m3
      long_name :
      TRACERS_044
      cell_methods :
      time: maximum (interval: 1hr)
      grid_mapping :
      rotated_pole
      [2282904 values with dtype=float32]
    • rotated_pole
      ()
      |S1
      ...
      grid_mapping_name :
      rotated_latitude_longitude
      grid_north_pole_latitude :
      39.0
      grid_north_pole_longitude :
      -170.0
      array(b'', dtype='|S1')
  • Conventions :
    CF-1.7
    comment :
    Generated on marenostrum4
    • " ], "text/plain": [ "\n", diff --git a/Jupyter_notebooks/1.3-points_grids.ipynb b/Jupyter_notebooks/1.3-points_grids.ipynb index d3979ac..b551974 100644 --- a/Jupyter_notebooks/1.3-points_grids.ipynb +++ b/Jupyter_notebooks/1.3-points_grids.ipynb @@ -418,7 +418,7 @@ " station_end_date (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n", " station_rural_back (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n", " latitude (station) float32 46.81 47.48 ... 53.33 38.88\n", - " station_ozone_classification (station) |S75 b'rural' b'rural' ... b'nan'
    • " ], "text/plain": [ "\n", @@ -710,7 +710,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -920,39 +920,39 @@ "output_type": "stream", "text": [ "Rank 000: Loading station_start_date var (1/17)\n", - "Rank 000: Loaded station_start_date var ((84, 75))\n", + "Rank 000: Loaded station_start_date var ((84,))\n", "Rank 000: Loading station_zone var (2/17)\n", - "Rank 000: Loaded station_zone var ((84, 75))\n", + "Rank 000: Loaded station_zone var ((84,))\n", "Rank 000: Loading street_type var (3/17)\n", - "Rank 000: Loaded street_type var ((84, 75))\n", + "Rank 000: Loaded street_type var ((84,))\n", "Rank 000: Loading country_code var (4/17)\n", - "Rank 000: Loaded country_code var ((84, 75))\n", + "Rank 000: Loaded country_code var ((84,))\n", "Rank 000: Loading ccaa var (5/17)\n", - "Rank 000: Loaded ccaa var ((84, 75))\n", + "Rank 000: Loaded ccaa var ((84,))\n", "Rank 000: Loading station_name var (6/17)\n", - "Rank 000: Loaded station_name var ((84, 75))\n", + "Rank 000: Loaded station_name var ((84,))\n", "Rank 000: Loading station_area var (7/17)\n", - "Rank 000: Loaded station_area var ((84, 75))\n", + "Rank 000: Loaded station_area var ((84,))\n", "Rank 000: Loading city var (8/17)\n", - "Rank 000: Loaded city var ((84, 75))\n", + "Rank 000: Loaded city var ((84,))\n", "Rank 000: Loading pm10 var (9/17)\n", "Rank 000: Loaded pm10 var ((31, 84))\n", "Rank 000: Loading station_emep var (10/17)\n", - "Rank 000: Loaded station_emep var ((84, 75))\n", + "Rank 000: Loaded station_emep var ((84,))\n", "Rank 000: Loading station_type var (11/17)\n", - "Rank 000: Loaded station_type var ((84, 75))\n", + "Rank 000: Loaded station_type var ((84,))\n", "Rank 000: Loading country var (12/17)\n", - "Rank 000: Loaded country var ((84, 75))\n", + "Rank 000: Loaded country var ((84,))\n", "Rank 000: Loading altitude var (13/17)\n", "Rank 000: Loaded altitude var ((84,))\n", "Rank 000: Loading station_code var (14/17)\n", - "Rank 000: Loaded station_code var ((84, 75))\n", + "Rank 000: Loaded station_code var ((84,))\n", "Rank 000: Loading station_end_date var (15/17)\n", - "Rank 000: Loaded station_end_date var ((84, 75))\n", + "Rank 000: Loaded station_end_date var ((84,))\n", "Rank 000: Loading station_rural_back var (16/17)\n", - "Rank 000: Loaded station_rural_back var ((84, 75))\n", + "Rank 000: Loaded station_rural_back var ((84,))\n", "Rank 000: Loading station_ozone_classification var (17/17)\n", - "Rank 000: Loaded station_ozone_classification var ((84, 75))\n" + "Rank 000: Loaded station_ozone_classification var ((84,))\n" ] } ], @@ -968,142 +968,121 @@ { "data": { "text/plain": [ - "{'station_start_date': {'data': masked_array(\n", - " data=[[b'1', b'9', b'8', ..., b'n', b'n', b'n'],\n", - " [b'1', b'9', b'8', ..., b'n', b'n', b'n'],\n", - " [b'1', b'9', b'9', ..., b'n', b'n', b'n'],\n", - " ...,\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n']],\n", - " mask=[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]],\n", - " fill_value=b'',\n", - " dtype='|S1'), 'dimensions': ('station', 'strlen'), 'standard_name': ''},\n", - " 'station_zone': {'data': masked_array(\n", - " data=[[b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " ...,\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n']],\n", - " mask=[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]],\n", - " fill_value=b'',\n", - " dtype='|S1'), 'dimensions': ('station', 'strlen'), 'standard_name': ''},\n", - " 'street_type': {'data': masked_array(\n", - " data=[[b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " ...,\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n']],\n", - " mask=[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]],\n", - " fill_value=b'',\n", - " dtype='|S1'), 'dimensions': ('station', 'strlen'), 'standard_name': ''},\n", - " 'country_code': {'data': masked_array(\n", - " data=[[b'C', b'H', b'n', ..., b'n', b'n', b'n'],\n", - " [b'C', b'H', b'n', ..., b'n', b'n', b'n'],\n", - " [b'C', b'H', b'n', ..., b'n', b'n', b'n'],\n", - " ...,\n", - " [b'I', b'E', b'n', ..., b'n', b'n', b'n'],\n", - " [b'N', b'L', b'n', ..., b'n', b'n', b'n'],\n", - " [b'I', b'T', b'n', ..., b'n', b'n', b'n']],\n", - " mask=[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]],\n", - " fill_value=b'',\n", - " dtype='|S1'), 'dimensions': ('station', 'strlen'), 'standard_name': ''},\n", - " 'ccaa': {'data': masked_array(\n", - " data=[[b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " ...,\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n']],\n", - " mask=[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]],\n", - " fill_value=b'',\n", - " dtype='|S1'), 'dimensions': ('station', 'strlen'), 'standard_name': ''},\n", - " 'station_name': {'data': masked_array(\n", - " data=[[b'p', b'a', b'y', ..., b'n', b'n', b'n'],\n", - " [b't', b'n', b'i', ..., b'n', b'n', b'n'],\n", - " [b'c', b'h', b'a', ..., b'n', b'n', b'n'],\n", - " ...,\n", - " [b'c', b'a', b'r', ..., b'n', b'n', b'n'],\n", - " [b'k', b'o', b'l', ..., b'n', b'n', b'n'],\n", - " [b'l', b'a', b'm', ..., b'n', b'n', b'n']],\n", - " mask=[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]],\n", - " fill_value=b'',\n", - " dtype='|S1'), 'dimensions': ('station', 'strlen'), 'standard_name': ''},\n", - " 'station_area': {'data': masked_array(\n", - " data=[[b'r', b'u', b'r', ..., b'n', b'n', b'n'],\n", - " [b'r', b'u', b'r', ..., b'n', b'n', b'n'],\n", - " [b'r', b'u', b'r', ..., b'n', b'n', b'n'],\n", - " ...,\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n']],\n", - " mask=[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]],\n", - " fill_value=b'',\n", - " dtype='|S1'), 'dimensions': ('station', 'strlen'), 'standard_name': ''},\n", - " 'city': {'data': masked_array(\n", - " data=[[b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " ...,\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n'],\n", - " [b'n', b'a', b'n', ..., b'n', b'n', b'n']],\n", - " mask=[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]],\n", - " fill_value=b'',\n", - " dtype='|S1'), 'dimensions': ('station', 'strlen'), 'standard_name': ''},\n", + "{'station_start_date': {'data': array(['1980-01-01', '1980-01-01', '1991-05-01', '1991-05-01',\n", + " '1996-10-01', '1978-10-01', '1987-01-01', '2010-07-01',\n", + " '1985-01-06', '1994-05-01', '1987-11-01', '1992-01-01',\n", + " '1992-06-01', '1995-11-01', '1998-09-01', '1998-01-01',\n", + " '1997-07-01', '1999-03-03', '1997-06-11', '2000-08-01',\n", + " '2000-11-01', '2001-01-31', '2007-10-03', '1976-06-22',\n", + " '2006-01-01', '1980-01-01', '2001-01-01', '1900-01-01',\n", + " '1985-11-01', '2009-01-01', '1971-12-01', '1978-02-01',\n", + " '1997-01-01', '1967-09-15', '1981-01-01', '1995-01-01',\n", + " '1984-12-01', '2011-01-01', '1979-01-09', '1984-01-09',\n", + " '1990-01-01', '2002-01-01', '1996-05-01', '1997-01-01',\n", + " '1997-01-01', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan',\n", + " 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan',\n", + " 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan',\n", + " 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan', 'nan',\n", + " 'nan', 'nan', 'nan', 'nan', 'nan'], dtype='" + "" ] }, "execution_count": 14, @@ -1824,21 +1794,21 @@ " * time (time) datetime64[ns] 2015-07-01 ... 2015-0...\n", " * station (station) float64 0.0 1.0 2.0 ... 82.0 83.0\n", "Data variables: (12/19)\n", - " station_start_date (station) |S75 b'1980-01-01nnnnnnnnnnnnnnnn...\n", - " station_zone (station) |S75 b'nannnnnnnnnnnnnnnnnnnnnnnn...\n", - " street_type (station) |S75 b'nannnnnnnnnnnnnnnnnnnnnnnn...\n", - " country_code (station) |S75 b'CHnnnnnnnnnnnnnnnnnnnnnnnn...\n", - " ccaa (station) |S75 b'nannnnnnnnnnnnnnnnnnnnnnnn...\n", - " station_name (station) |S75 b'payernennnnnnnnnnnnnnnnnnn...\n", + " station_start_date (station) |S75 b'1980-01-01' ... b'nan'\n", + " station_zone (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n", + " street_type (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n", + " country_code (station) |S75 b'CH' b'CH' ... b'NL' b'IT'\n", + " ccaa (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n", + " station_name (station) |S75 b'payerne' ... b'lamezia terme'\n", " ... ...\n", - " station_code (station) |S75 b'CH0002Rnnnnnnnnnnnnnnnnnnn...\n", - " station_end_date (station) |S75 b'nannnnnnnnnnnnnnnnnnnnnnnn...\n", - " station_rural_back (station) |S75 b'nannnnnnnnnnnnnnnnnnnnnnnn...\n", - " station_ozone_classification (station) |S75 b'ruralnnnnnnnnnnnnnnnnnnnnn...\n", + " station_code (station) |S75 b'CH0002R' ... b'IT0016R'\n", + " station_end_date (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n", + " station_rural_back (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n", + " station_ozone_classification (station) |S75 b'rural' b'rural' ... b'nan'\n", " lat (station) float64 46.81 47.48 ... 53.33 38.88\n", " lon (station) float64 6.944 8.905 ... 6.277 16.23\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -3590,7 +2481,7 @@ "Coordinates:\n", " * time (time) datetime64[ns] ...\n", "Dimensions without coordinates: station, N_flag_codes, N_qa_codes\n", - "Data variables: (12/176)\n", + "Data variables: (12/177)\n", " ASTER_v3_altitude (station) float32 ...\n", " EDGAR_v4.3.2_annual_average_BC_emissions (station) float32 ...\n", " EDGAR_v4.3.2_annual_average_CO_emissions (station) float32 ...\n", @@ -3598,19 +2489,19 @@ " EDGAR_v4.3.2_annual_average_NMVOC_emissions (station) float32 ...\n", " EDGAR_v4.3.2_annual_average_NOx_emissions (station) float32 ...\n", " ... ...\n", - " station_timezone (station) object ...\n", " street_type (station) object ...\n", " street_width (station) float32 ...\n", " terrain (station) object ...\n", " vertical_datum (station) object ...\n", " weekday_weekend_code (station, time) uint8 ...\n", + " sconcso4_prefiltered_defaultqa (station, time) float32 ...\n", "Attributes:\n", " title: Surface sulphate data in the EANET network in 2019-11.\n", " institution: Barcelona Supercomputing Center\n", " source: Surface observations\n", " creator_name: Dene R. Bowdalo\n", " creator_email: dene.bowdalo@bsc.es\n", - " version: 1.4
  • title :
    Surface sulphate data in the EANET network in 2019-11.
    institution :
    Barcelona Supercomputing Center
    source :
    Surface observations
    creator_name :
    Dene R. Bowdalo
    creator_email :
    dene.bowdalo@bsc.es
    version :
    1.4
    • " ], "text/plain": [ "\n", @@ -3775,7 +2680,7 @@ "Coordinates:\n", " * time (time) datetime64[ns] ...\n", "Dimensions without coordinates: station, N_flag_codes, N_qa_codes\n", - "Data variables: (12/176)\n", + "Data variables: (12/177)\n", " ASTER_v3_altitude (station) float32 ...\n", " EDGAR_v4.3.2_annual_average_BC_emissions (station) float32 ...\n", " EDGAR_v4.3.2_annual_average_CO_emissions (station) float32 ...\n", @@ -3783,12 +2688,12 @@ " EDGAR_v4.3.2_annual_average_NMVOC_emissions (station) float32 ...\n", " EDGAR_v4.3.2_annual_average_NOx_emissions (station) float32 ...\n", " ... ...\n", - " station_timezone (station) object ...\n", " street_type (station) object ...\n", " street_width (station) float32 ...\n", " terrain (station) object ...\n", " vertical_datum (station) object ...\n", " weekday_weekend_code (station, time) uint8 ...\n", + " sconcso4_prefiltered_defaultqa (station, time) float32 ...\n", "Attributes:\n", " title: Surface sulphate data in the EANET network in 2019-11.\n", " institution: Barcelona Supercomputing Center\n", @@ -3822,7 +2727,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -3989,350 +2894,352 @@ "name": "stdout", "output_type": "stream", "text": [ - "Rank 000: Loading ASTER_v3_altitude var (1/172)\n", + "Rank 000: Loading ASTER_v3_altitude var (1/173)\n", "Rank 000: Loaded ASTER_v3_altitude var ((3,))\n", - "Rank 000: Loading EDGAR_v4.3.2_annual_average_BC_emissions var (2/172)\n", + "Rank 000: Loading EDGAR_v4.3.2_annual_average_BC_emissions var (2/173)\n", "Rank 000: Loaded EDGAR_v4.3.2_annual_average_BC_emissions var ((3,))\n", - "Rank 000: Loading EDGAR_v4.3.2_annual_average_CO_emissions var (3/172)\n", + "Rank 000: Loading EDGAR_v4.3.2_annual_average_CO_emissions var (3/173)\n", "Rank 000: Loaded EDGAR_v4.3.2_annual_average_CO_emissions var ((3,))\n", - "Rank 000: Loading EDGAR_v4.3.2_annual_average_NH3_emissions var (4/172)\n", + "Rank 000: Loading 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vertical_datum var ((3,))\n", - "Rank 000: Loading weekday_weekend_code var (172/172)\n", - "Rank 000: Loaded weekday_weekend_code var ((3, 30))\n" + "Rank 000: Loading weekday_weekend_code var (172/173)\n", + "Rank 000: Loaded weekday_weekend_code var ((3, 30))\n", + "Rank 000: Loading sconcso4_prefiltered_defaultqa var (173/173)\n", + "Rank 000: Loaded sconcso4_prefiltered_defaultqa var ((3, 30))\n" ] } ], @@ -4359,694 +3266,698 @@ "Rank 000: Creating points_file_2.nc\n", "Rank 000: NetCDF ready to write\n", "Rank 000: Dimensions done\n", - "Rank 000: Writing ASTER_v3_altitude var (1/172)\n", - "Rank 000: Var ASTER_v3_altitude created (1/172)\n", - "Rank 000: Var ASTER_v3_altitude data (1/172)\n", - "Rank 000: Var ASTER_v3_altitude completed (1/172)\n", - "Rank 000: Writing EDGAR_v4.3.2_annual_average_BC_emissions var (2/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_BC_emissions created (2/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_BC_emissions data (2/172)\n", - 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(8/172)\n", - "Rank 000: Writing EDGAR_v4.3.2_annual_average_SO2_emissions var (9/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_SO2_emissions created (9/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_SO2_emissions data (9/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_SO2_emissions completed (9/172)\n", - "Rank 000: Writing EDGAR_v4.3.2_annual_average_biogenic_PM2.5_emissions var (10/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_biogenic_PM2.5_emissions created (10/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_biogenic_PM2.5_emissions data (10/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_biogenic_PM2.5_emissions completed (10/172)\n", - "Rank 000: Writing EDGAR_v4.3.2_annual_average_fossilfuel_PM2.5_emissions var (11/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_fossilfuel_PM2.5_emissions created (11/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_fossilfuel_PM2.5_emissions data (11/172)\n", - "Rank 000: Var EDGAR_v4.3.2_annual_average_fossilfuel_PM2.5_emissions completed (11/172)\n", - "Rank 000: Writing ESDAC_Iwahashi_landform_classification var (12/172)\n", - "Rank 000: Var ESDAC_Iwahashi_landform_classification created (12/172)\n", - "Rank 000: Var ESDAC_Iwahashi_landform_classification data (12/172)\n", - "Rank 000: Var ESDAC_Iwahashi_landform_classification completed (12/172)\n", - "Rank 000: Writing ESDAC_Meybeck_landform_classification var (13/172)\n", - "Rank 000: Var ESDAC_Meybeck_landform_classification created (13/172)\n", - "Rank 000: Var ESDAC_Meybeck_landform_classification data (13/172)\n", - "Rank 000: Var ESDAC_Meybeck_landform_classification completed (13/172)\n", - "Rank 000: Writing ESDAC_modal_Iwahashi_landform_classification_25km var (14/172)\n", - "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_25km created (14/172)\n", - "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_25km data (14/172)\n", - "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_25km completed (14/172)\n", - "Rank 000: Writing ESDAC_modal_Iwahashi_landform_classification_5km var (15/172)\n", - "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_5km created (15/172)\n", - "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_5km data (15/172)\n", - "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_5km completed (15/172)\n", - "Rank 000: Writing ESDAC_modal_Meybeck_landform_classification_25km var (16/172)\n", - "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_25km created (16/172)\n", - "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_25km data (16/172)\n", - "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_25km completed (16/172)\n", - "Rank 000: Writing ESDAC_modal_Meybeck_landform_classification_5km var (17/172)\n", - "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_5km created (17/172)\n", - "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_5km data (17/172)\n", - "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_5km completed (17/172)\n", - "Rank 000: Writing ETOPO1_altitude var (18/172)\n", - "Rank 000: Var ETOPO1_altitude created (18/172)\n", - "Rank 000: Var ETOPO1_altitude data (18/172)\n", - "Rank 000: Var ETOPO1_altitude completed (18/172)\n", - "Rank 000: Writing ETOPO1_max_altitude_difference_5km var (19/172)\n", - "Rank 000: Var ETOPO1_max_altitude_difference_5km created (19/172)\n", - "Rank 000: Var ETOPO1_max_altitude_difference_5km data (19/172)\n", - "Rank 000: Var ETOPO1_max_altitude_difference_5km completed (19/172)\n", - "Rank 000: Writing GHOST_version var (20/172)\n", - "Rank 000: Var GHOST_version created (20/172)\n", - "Rank 000: Var GHOST_version data (20/172)\n", - "Rank 000: Var GHOST_version completed (20/172)\n", - "Rank 000: Writing GHSL_average_built_up_area_density_25km var (21/172)\n", - "Rank 000: Var GHSL_average_built_up_area_density_25km created (21/172)\n", - "Rank 000: Var GHSL_average_built_up_area_density_25km data (21/172)\n", - "Rank 000: Var GHSL_average_built_up_area_density_25km completed (21/172)\n", - "Rank 000: Writing GHSL_average_built_up_area_density_5km var (22/172)\n", - "Rank 000: Var GHSL_average_built_up_area_density_5km created (22/172)\n", - "Rank 000: Var GHSL_average_built_up_area_density_5km data (22/172)\n", - "Rank 000: Var GHSL_average_built_up_area_density_5km completed (22/172)\n", - "Rank 000: Writing GHSL_average_population_density_25km var (23/172)\n", - "Rank 000: Var GHSL_average_population_density_25km created (23/172)\n", - "Rank 000: Var GHSL_average_population_density_25km data (23/172)\n", - "Rank 000: Var GHSL_average_population_density_25km completed (23/172)\n", - "Rank 000: Writing GHSL_average_population_density_5km var (24/172)\n", - "Rank 000: Var GHSL_average_population_density_5km created (24/172)\n", - "Rank 000: Var GHSL_average_population_density_5km data (24/172)\n", - "Rank 000: Var GHSL_average_population_density_5km completed (24/172)\n", - "Rank 000: Writing GHSL_built_up_area_density var (25/172)\n", - "Rank 000: Var GHSL_built_up_area_density created (25/172)\n", - "Rank 000: Var GHSL_built_up_area_density data (25/172)\n", - "Rank 000: Var GHSL_built_up_area_density completed (25/172)\n", - "Rank 000: Writing GHSL_max_built_up_area_density_25km var (26/172)\n", - "Rank 000: Var GHSL_max_built_up_area_density_25km created (26/172)\n", - "Rank 000: Var GHSL_max_built_up_area_density_25km data (26/172)\n", - "Rank 000: Var GHSL_max_built_up_area_density_25km completed (26/172)\n", - "Rank 000: Writing GHSL_max_built_up_area_density_5km var (27/172)\n", - "Rank 000: Var GHSL_max_built_up_area_density_5km created (27/172)\n", - "Rank 000: Var GHSL_max_built_up_area_density_5km data (27/172)\n", - "Rank 000: Var GHSL_max_built_up_area_density_5km completed (27/172)\n", - "Rank 000: Writing GHSL_max_population_density_25km var (28/172)\n", - "Rank 000: Var GHSL_max_population_density_25km created (28/172)\n", - "Rank 000: Var GHSL_max_population_density_25km data (28/172)\n", - "Rank 000: Var GHSL_max_population_density_25km completed (28/172)\n", - "Rank 000: Writing GHSL_max_population_density_5km var (29/172)\n", - "Rank 000: Var GHSL_max_population_density_5km created (29/172)\n", - "Rank 000: Var GHSL_max_population_density_5km data (29/172)\n", - "Rank 000: Var GHSL_max_population_density_5km completed (29/172)\n", - "Rank 000: Writing GHSL_modal_settlement_model_classification_25km var (30/172)\n", - "Rank 000: Var GHSL_modal_settlement_model_classification_25km created (30/172)\n", - "Rank 000: Var GHSL_modal_settlement_model_classification_25km data (30/172)\n", - "Rank 000: Var GHSL_modal_settlement_model_classification_25km completed (30/172)\n", - "Rank 000: Writing GHSL_modal_settlement_model_classification_5km var (31/172)\n", - "Rank 000: Var GHSL_modal_settlement_model_classification_5km created (31/172)\n", - "Rank 000: Var GHSL_modal_settlement_model_classification_5km data (31/172)\n", - "Rank 000: Var GHSL_modal_settlement_model_classification_5km completed (31/172)\n", - "Rank 000: Writing GHSL_population_density var (32/172)\n", - "Rank 000: Var GHSL_population_density created (32/172)\n", - "Rank 000: Var GHSL_population_density data (32/172)\n", - "Rank 000: Var GHSL_population_density completed (32/172)\n", - "Rank 000: Writing GHSL_settlement_model_classification var (33/172)\n", - "Rank 000: Var GHSL_settlement_model_classification created (33/172)\n", - "Rank 000: Var GHSL_settlement_model_classification data (33/172)\n", - "Rank 000: Var GHSL_settlement_model_classification completed (33/172)\n", - "Rank 000: Writing GPW_average_population_density_25km var (34/172)\n", - "Rank 000: Var GPW_average_population_density_25km created (34/172)\n", - "Rank 000: Var GPW_average_population_density_25km data (34/172)\n", - "Rank 000: Var GPW_average_population_density_25km completed (34/172)\n", - "Rank 000: Writing GPW_average_population_density_5km var (35/172)\n", - "Rank 000: Var GPW_average_population_density_5km created (35/172)\n", - "Rank 000: Var GPW_average_population_density_5km data (35/172)\n", - "Rank 000: Var GPW_average_population_density_5km completed (35/172)\n", - "Rank 000: Writing GPW_max_population_density_25km var (36/172)\n", - "Rank 000: Var GPW_max_population_density_25km created (36/172)\n", - "Rank 000: Var GPW_max_population_density_25km data (36/172)\n", - "Rank 000: Var GPW_max_population_density_25km completed (36/172)\n", - "Rank 000: Writing GPW_max_population_density_5km var (37/172)\n", - "Rank 000: Var GPW_max_population_density_5km created (37/172)\n", - "Rank 000: Var GPW_max_population_density_5km data (37/172)\n", - "Rank 000: Var GPW_max_population_density_5km completed (37/172)\n", - "Rank 000: Writing GPW_population_density var (38/172)\n", - "Rank 000: Var GPW_population_density created (38/172)\n", - "Rank 000: Var GPW_population_density data (38/172)\n", - "Rank 000: Var GPW_population_density completed (38/172)\n", - "Rank 000: Writing GSFC_coastline_proximity var (39/172)\n", - "Rank 000: Var GSFC_coastline_proximity created (39/172)\n", - "Rank 000: Var GSFC_coastline_proximity data (39/172)\n", - "Rank 000: Var GSFC_coastline_proximity completed (39/172)\n", - "Rank 000: Writing Joly-Peuch_classification_code var (40/172)\n", - "Rank 000: Var Joly-Peuch_classification_code created (40/172)\n", - "Rank 000: Var Joly-Peuch_classification_code data (40/172)\n", - "Rank 000: Var Joly-Peuch_classification_code completed (40/172)\n", - "Rank 000: Writing Koppen-Geiger_classification var (41/172)\n", - "Rank 000: Var Koppen-Geiger_classification created (41/172)\n", - "Rank 000: Var Koppen-Geiger_classification data (41/172)\n", - "Rank 000: Var Koppen-Geiger_classification completed (41/172)\n", - "Rank 000: Writing Koppen-Geiger_modal_classification_25km var (42/172)\n", - "Rank 000: Var Koppen-Geiger_modal_classification_25km created (42/172)\n", - "Rank 000: Var Koppen-Geiger_modal_classification_25km data (42/172)\n", - "Rank 000: Var Koppen-Geiger_modal_classification_25km completed (42/172)\n", - "Rank 000: Writing Koppen-Geiger_modal_classification_5km var (43/172)\n", - "Rank 000: Var Koppen-Geiger_modal_classification_5km created (43/172)\n", - "Rank 000: Var Koppen-Geiger_modal_classification_5km data (43/172)\n", - "Rank 000: Var Koppen-Geiger_modal_classification_5km completed (43/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_IGBP_land_use var (44/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_IGBP_land_use created (44/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_IGBP_land_use data (44/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_IGBP_land_use completed (44/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_LAI var (45/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_LAI created (45/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_LAI data (45/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_LAI completed (45/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_UMD_land_use var (46/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_UMD_land_use created (46/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_UMD_land_use data (46/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_UMD_land_use completed (46/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_modal_IGBP_land_use_25km var (47/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_25km created (47/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_25km data (47/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_25km completed (47/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_modal_IGBP_land_use_5km var (48/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_5km created (48/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_5km data (48/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_5km completed (48/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_modal_LAI_25km var (49/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_25km created (49/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_25km data (49/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_25km completed (49/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_modal_LAI_5km var (50/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_5km created (50/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_5km data (50/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_5km completed (50/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_modal_UMD_land_use_25km var (51/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_25km created (51/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_25km data (51/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_25km completed (51/172)\n", - "Rank 000: Writing MODIS_MCD12C1_v6_modal_UMD_land_use_5km var (52/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_5km created (52/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_5km data (52/172)\n", - "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_5km completed (52/172)\n", - "Rank 000: Writing NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_25km var (53/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_25km created (53/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_25km data (53/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_25km completed (53/172)\n", - "Rank 000: Writing NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_5km var (54/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_5km created (54/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_5km data (54/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_5km completed (54/172)\n", - "Rank 000: Writing NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_25km var (55/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_25km created (55/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_25km data (55/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_25km completed (55/172)\n", - "Rank 000: Writing NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_5km var (56/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_5km created (56/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_5km data (56/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_5km completed (56/172)\n", - "Rank 000: Writing NOAA-DMSP-OLS_v4_nighttime_stable_lights var (57/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_nighttime_stable_lights created (57/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_nighttime_stable_lights data (57/172)\n", - "Rank 000: Var NOAA-DMSP-OLS_v4_nighttime_stable_lights completed (57/172)\n", - "Rank 000: Writing OMI_level3_column_annual_average_NO2 var (58/172)\n", - "Rank 000: Var OMI_level3_column_annual_average_NO2 created (58/172)\n", - "Rank 000: Var OMI_level3_column_annual_average_NO2 data (58/172)\n", - "Rank 000: Var OMI_level3_column_annual_average_NO2 completed (58/172)\n", - "Rank 000: Writing OMI_level3_column_cloud_screened_annual_average_NO2 var (59/172)\n", - "Rank 000: Var OMI_level3_column_cloud_screened_annual_average_NO2 created (59/172)\n", - "Rank 000: Var OMI_level3_column_cloud_screened_annual_average_NO2 data (59/172)\n", - "Rank 000: Var OMI_level3_column_cloud_screened_annual_average_NO2 completed (59/172)\n", - "Rank 000: Writing OMI_level3_tropospheric_column_annual_average_NO2 var (60/172)\n", - "Rank 000: Var OMI_level3_tropospheric_column_annual_average_NO2 created (60/172)\n", - "Rank 000: Var OMI_level3_tropospheric_column_annual_average_NO2 data (60/172)\n", - "Rank 000: Var OMI_level3_tropospheric_column_annual_average_NO2 completed (60/172)\n", - "Rank 000: Writing OMI_level3_tropospheric_column_cloud_screened_annual_average_NO2 var (61/172)\n", - "Rank 000: Var OMI_level3_tropospheric_column_cloud_screened_annual_average_NO2 created (61/172)\n", - "Rank 000: Var OMI_level3_tropospheric_column_cloud_screened_annual_average_NO2 data (61/172)\n", - "Rank 000: Var OMI_level3_tropospheric_column_cloud_screened_annual_average_NO2 completed (61/172)\n", - "Rank 000: Writing UMBC_anthrome_classification var (62/172)\n", - "Rank 000: Var UMBC_anthrome_classification created (62/172)\n", - "Rank 000: Var UMBC_anthrome_classification data (62/172)\n", - "Rank 000: Var UMBC_anthrome_classification completed (62/172)\n", - "Rank 000: Writing UMBC_modal_anthrome_classification_25km var (63/172)\n", - "Rank 000: Var UMBC_modal_anthrome_classification_25km created (63/172)\n", - "Rank 000: Var UMBC_modal_anthrome_classification_25km data (63/172)\n", - "Rank 000: Var UMBC_modal_anthrome_classification_25km completed (63/172)\n", - "Rank 000: Writing UMBC_modal_anthrome_classification_5km var (64/172)\n", - "Rank 000: Var UMBC_modal_anthrome_classification_5km created (64/172)\n", - "Rank 000: Var UMBC_modal_anthrome_classification_5km data (64/172)\n", - "Rank 000: Var UMBC_modal_anthrome_classification_5km completed (64/172)\n", - "Rank 000: Writing WMO_region var (65/172)\n", - "Rank 000: Var WMO_region created (65/172)\n", - "Rank 000: Var WMO_region data (65/172)\n", - "Rank 000: Var WMO_region completed (65/172)\n", - "Rank 000: Writing WWF_TEOW_biogeographical_realm var (66/172)\n", - "Rank 000: Var WWF_TEOW_biogeographical_realm created (66/172)\n", - "Rank 000: Var WWF_TEOW_biogeographical_realm data (66/172)\n", - "Rank 000: Var WWF_TEOW_biogeographical_realm completed (66/172)\n", - "Rank 000: Writing WWF_TEOW_biome var (67/172)\n", - "Rank 000: Var WWF_TEOW_biome created (67/172)\n", - "Rank 000: Var WWF_TEOW_biome data (67/172)\n", - "Rank 000: Var WWF_TEOW_biome completed (67/172)\n", - "Rank 000: Writing WWF_TEOW_terrestrial_ecoregion var (68/172)\n", - "Rank 000: Var WWF_TEOW_terrestrial_ecoregion created (68/172)\n", - "Rank 000: Var WWF_TEOW_terrestrial_ecoregion data (68/172)\n", - "Rank 000: Var WWF_TEOW_terrestrial_ecoregion completed (68/172)\n", - "Rank 000: Writing administrative_country_division_1 var (69/172)\n", - "Rank 000: Var administrative_country_division_1 created (69/172)\n", - "Rank 000: Var administrative_country_division_1 data (69/172)\n", - "Rank 000: Var administrative_country_division_1 completed (69/172)\n", - "Rank 000: Writing administrative_country_division_2 var (70/172)\n", - "Rank 000: Var administrative_country_division_2 created (70/172)\n", - "Rank 000: Var administrative_country_division_2 data (70/172)\n", - "Rank 000: Var administrative_country_division_2 completed (70/172)\n", - "Rank 000: Writing altitude var (71/172)\n", - "Rank 000: Var altitude created (71/172)\n", - "Rank 000: Var altitude data (71/172)\n", - "Rank 000: Var altitude completed (71/172)\n", - "Rank 000: Writing annual_native_max_gap_percent var (72/172)\n", - "Rank 000: Var annual_native_max_gap_percent created (72/172)\n", - "Rank 000: Var annual_native_max_gap_percent data (72/172)\n", - "Rank 000: Var annual_native_max_gap_percent completed (72/172)\n", - "Rank 000: Writing annual_native_representativity_percent var (73/172)\n", - "Rank 000: Var annual_native_representativity_percent created (73/172)\n", - "Rank 000: Var annual_native_representativity_percent data (73/172)\n", - "Rank 000: Var annual_native_representativity_percent completed (73/172)\n", - "Rank 000: Writing area_classification var (74/172)\n", - "Rank 000: Var area_classification created (74/172)\n", - "Rank 000: Var area_classification data (74/172)\n", - "Rank 000: Var area_classification completed (74/172)\n", - "Rank 000: Writing associated_networks var (75/172)\n", - "Rank 000: Var associated_networks created (75/172)\n", - "Rank 000: Var associated_networks data (75/172)\n", - "Rank 000: Var associated_networks completed (75/172)\n", - "Rank 000: Writing city var (76/172)\n", - "Rank 000: Var city created (76/172)\n", - "Rank 000: Var city data (76/172)\n", - "Rank 000: Var city completed (76/172)\n", - "Rank 000: Writing climatology var (77/172)\n", - "Rank 000: Var climatology created (77/172)\n", - "Rank 000: Var climatology data (77/172)\n", - "Rank 000: Var climatology completed (77/172)\n", - "Rank 000: Writing contact_email_address var (78/172)\n", - "Rank 000: Var contact_email_address created (78/172)\n", - "Rank 000: Var contact_email_address data (78/172)\n", - "Rank 000: Var contact_email_address completed (78/172)\n", - "Rank 000: Writing contact_institution var (79/172)\n", - "Rank 000: Var contact_institution created (79/172)\n", - "Rank 000: Var contact_institution data (79/172)\n", - "Rank 000: Var contact_institution completed (79/172)\n", - "Rank 000: Writing contact_name var (80/172)\n", - "Rank 000: Var contact_name created (80/172)\n", - "Rank 000: Var contact_name data (80/172)\n", - "Rank 000: Var contact_name completed (80/172)\n", - "Rank 000: Writing country var (81/172)\n", - "Rank 000: Var country created (81/172)\n", - "Rank 000: Var country data (81/172)\n", - "Rank 000: Var country completed (81/172)\n", - "Rank 000: Writing daily_native_max_gap_percent var (82/172)\n", - "Rank 000: Var daily_native_max_gap_percent created (82/172)\n", - "Rank 000: Var daily_native_max_gap_percent data (82/172)\n", - "Rank 000: Var daily_native_max_gap_percent completed (82/172)\n", - "Rank 000: Writing daily_native_representativity_percent var (83/172)\n", - "Rank 000: Var daily_native_representativity_percent created (83/172)\n", - "Rank 000: Var daily_native_representativity_percent data (83/172)\n", - "Rank 000: Var daily_native_representativity_percent completed (83/172)\n", - "Rank 000: Writing daily_passing_vehicles var (84/172)\n", - "Rank 000: Var daily_passing_vehicles created (84/172)\n", - "Rank 000: Var daily_passing_vehicles data (84/172)\n", - "Rank 000: Var daily_passing_vehicles completed (84/172)\n", - "Rank 000: Writing data_level var (85/172)\n", - "Rank 000: Var data_level created (85/172)\n", - "Rank 000: Var data_level data (85/172)\n", - "Rank 000: Var data_level completed (85/172)\n", - "Rank 000: Writing data_licence var (86/172)\n", - "Rank 000: Var data_licence created (86/172)\n", - "Rank 000: Var data_licence data (86/172)\n", - "Rank 000: Var data_licence completed (86/172)\n", - "Rank 000: Writing day_night_code var (87/172)\n", - "Rank 000: Var day_night_code created (87/172)\n", - "Rank 000: Var day_night_code data (87/172)\n", - "Rank 000: Var day_night_code completed (87/172)\n", - "Rank 000: Writing daytime_traffic_speed var (88/172)\n", - "Rank 000: Var daytime_traffic_speed created (88/172)\n", - "Rank 000: Var daytime_traffic_speed data (88/172)\n", - "Rank 000: Var daytime_traffic_speed completed (88/172)\n", - "Rank 000: Writing derived_uncertainty_per_measurement var (89/172)\n", - "Rank 000: Var derived_uncertainty_per_measurement created (89/172)\n", - "Rank 000: Var derived_uncertainty_per_measurement data (89/172)\n", - "Rank 000: Var derived_uncertainty_per_measurement completed (89/172)\n", - "Rank 000: Writing distance_to_building var (90/172)\n", - "Rank 000: Var distance_to_building created (90/172)\n", - "Rank 000: Var distance_to_building data (90/172)\n", - "Rank 000: Var distance_to_building completed (90/172)\n", - "Rank 000: Writing distance_to_junction var (91/172)\n", - "Rank 000: Var distance_to_junction created (91/172)\n", - "Rank 000: Var distance_to_junction data (91/172)\n", - "Rank 000: Var distance_to_junction completed (91/172)\n", - "Rank 000: Writing distance_to_kerb var (92/172)\n", - "Rank 000: Var distance_to_kerb created (92/172)\n", - "Rank 000: Var distance_to_kerb data (92/172)\n", - "Rank 000: Var distance_to_kerb completed (92/172)\n", - "Rank 000: Writing distance_to_source var (93/172)\n", - "Rank 000: Var distance_to_source created (93/172)\n", - "Rank 000: Var distance_to_source data (93/172)\n", - "Rank 000: Var distance_to_source completed (93/172)\n", - "Rank 000: Writing ellipsoid var (94/172)\n", - "Rank 000: Var ellipsoid created (94/172)\n", - "Rank 000: Var ellipsoid data (94/172)\n", - "Rank 000: Var ellipsoid completed (94/172)\n", - "Rank 000: Writing horizontal_datum var (95/172)\n", - "Rank 000: Var horizontal_datum created (95/172)\n", - "Rank 000: Var horizontal_datum data (95/172)\n", - "Rank 000: Var horizontal_datum completed (95/172)\n", - "Rank 000: Writing land_use var (96/172)\n", - "Rank 000: Var land_use created (96/172)\n", - "Rank 000: Var land_use data (96/172)\n", - "Rank 000: Var land_use completed (96/172)\n", - "Rank 000: Writing main_emission_source var (97/172)\n", - "Rank 000: Var main_emission_source created (97/172)\n", - "Rank 000: Var main_emission_source data (97/172)\n", - "Rank 000: Var main_emission_source completed (97/172)\n", - "Rank 000: Writing measurement_altitude var (98/172)\n", - "Rank 000: Var measurement_altitude created (98/172)\n", - "Rank 000: Var measurement_altitude data (98/172)\n", - "Rank 000: Var measurement_altitude completed (98/172)\n", - "Rank 000: Writing measurement_methodology var (99/172)\n", - "Rank 000: Var measurement_methodology created (99/172)\n", - "Rank 000: Var measurement_methodology data (99/172)\n", - "Rank 000: Var measurement_methodology completed (99/172)\n", - "Rank 000: Writing measurement_scale var (100/172)\n", - "Rank 000: Var measurement_scale created (100/172)\n", - "Rank 000: Var measurement_scale data (100/172)\n", - "Rank 000: Var measurement_scale completed (100/172)\n", - "Rank 000: Writing measuring_instrument_calibration_scale var (101/172)\n", - "Rank 000: Var measuring_instrument_calibration_scale created (101/172)\n", - "Rank 000: Var measuring_instrument_calibration_scale data (101/172)\n", - "Rank 000: Var measuring_instrument_calibration_scale completed (101/172)\n", - "Rank 000: Writing measuring_instrument_documented_absorption_cross_section var (102/172)\n", - "Rank 000: Var measuring_instrument_documented_absorption_cross_section created (102/172)\n", - "Rank 000: Var measuring_instrument_documented_absorption_cross_section data (102/172)\n", - "Rank 000: Var measuring_instrument_documented_absorption_cross_section completed (102/172)\n", - "Rank 000: Writing measuring_instrument_documented_accuracy var (103/172)\n", - "Rank 000: Var measuring_instrument_documented_accuracy created (103/172)\n", - "Rank 000: Var measuring_instrument_documented_accuracy data (103/172)\n", - "Rank 000: Var measuring_instrument_documented_accuracy completed (103/172)\n", - "Rank 000: Writing measuring_instrument_documented_flow_rate var (104/172)\n", - "Rank 000: Var measuring_instrument_documented_flow_rate created (104/172)\n", - "Rank 000: Var measuring_instrument_documented_flow_rate data (104/172)\n", - "Rank 000: Var measuring_instrument_documented_flow_rate completed (104/172)\n", - "Rank 000: Writing measuring_instrument_documented_lower_limit_of_detection var (105/172)\n", - "Rank 000: Var measuring_instrument_documented_lower_limit_of_detection created (105/172)\n", - "Rank 000: Var measuring_instrument_documented_lower_limit_of_detection data (105/172)\n", - "Rank 000: Var measuring_instrument_documented_lower_limit_of_detection completed (105/172)\n", - "Rank 000: Writing measuring_instrument_documented_measurement_resolution var (106/172)\n", - "Rank 000: Var measuring_instrument_documented_measurement_resolution created (106/172)\n", - "Rank 000: Var measuring_instrument_documented_measurement_resolution data (106/172)\n", - "Rank 000: Var measuring_instrument_documented_measurement_resolution completed (106/172)\n", - "Rank 000: Writing measuring_instrument_documented_precision var (107/172)\n", - "Rank 000: Var measuring_instrument_documented_precision created (107/172)\n", - "Rank 000: Var measuring_instrument_documented_precision data (107/172)\n", - "Rank 000: Var measuring_instrument_documented_precision completed (107/172)\n", - "Rank 000: Writing measuring_instrument_documented_span_drift var (108/172)\n", - "Rank 000: Var measuring_instrument_documented_span_drift created (108/172)\n", - "Rank 000: Var measuring_instrument_documented_span_drift data (108/172)\n", - "Rank 000: Var measuring_instrument_documented_span_drift completed (108/172)\n", - "Rank 000: Writing measuring_instrument_documented_uncertainty var (109/172)\n", - "Rank 000: Var measuring_instrument_documented_uncertainty created (109/172)\n", - "Rank 000: Var measuring_instrument_documented_uncertainty data (109/172)\n", - "Rank 000: Var measuring_instrument_documented_uncertainty completed (109/172)\n", - "Rank 000: Writing measuring_instrument_documented_upper_limit_of_detection var (110/172)\n", - "Rank 000: Var measuring_instrument_documented_upper_limit_of_detection created (110/172)\n", - "Rank 000: Var measuring_instrument_documented_upper_limit_of_detection data (110/172)\n", - "Rank 000: Var measuring_instrument_documented_upper_limit_of_detection completed (110/172)\n", - "Rank 000: Writing measuring_instrument_documented_zero_drift var (111/172)\n", - "Rank 000: Var measuring_instrument_documented_zero_drift created (111/172)\n", - "Rank 000: Var measuring_instrument_documented_zero_drift data (111/172)\n", - "Rank 000: Var measuring_instrument_documented_zero_drift completed (111/172)\n", - "Rank 000: Writing measuring_instrument_documented_zonal_drift var (112/172)\n", - "Rank 000: Var measuring_instrument_documented_zonal_drift created (112/172)\n", - "Rank 000: Var measuring_instrument_documented_zonal_drift data (112/172)\n", - "Rank 000: Var measuring_instrument_documented_zonal_drift completed (112/172)\n", - "Rank 000: Writing measuring_instrument_further_details var (113/172)\n", - "Rank 000: Var measuring_instrument_further_details created (113/172)\n", - "Rank 000: Var measuring_instrument_further_details data (113/172)\n", - "Rank 000: Var measuring_instrument_further_details completed (113/172)\n", - "Rank 000: Writing measuring_instrument_inlet_information var (114/172)\n", - "Rank 000: Var measuring_instrument_inlet_information created (114/172)\n", - "Rank 000: Var measuring_instrument_inlet_information data (114/172)\n", - "Rank 000: Var measuring_instrument_inlet_information completed (114/172)\n", - "Rank 000: Writing measuring_instrument_manual_name var (115/172)\n", - "Rank 000: Var measuring_instrument_manual_name created (115/172)\n", - "Rank 000: Var measuring_instrument_manual_name data (115/172)\n", - "Rank 000: Var measuring_instrument_manual_name completed (115/172)\n", - "Rank 000: Writing measuring_instrument_name var (116/172)\n", - "Rank 000: Var measuring_instrument_name created (116/172)\n", - "Rank 000: Var measuring_instrument_name data (116/172)\n", - "Rank 000: Var measuring_instrument_name completed (116/172)\n", - "Rank 000: Writing measuring_instrument_process_details var (117/172)\n", - "Rank 000: Var measuring_instrument_process_details created (117/172)\n", - "Rank 000: Var measuring_instrument_process_details data (117/172)\n", - "Rank 000: Var measuring_instrument_process_details completed (117/172)\n", - "Rank 000: Writing measuring_instrument_reported_absorption_cross_section var (118/172)\n", - "Rank 000: Var measuring_instrument_reported_absorption_cross_section created (118/172)\n", - "Rank 000: Var measuring_instrument_reported_absorption_cross_section data (118/172)\n", - "Rank 000: Var measuring_instrument_reported_absorption_cross_section completed (118/172)\n", - "Rank 000: Writing measuring_instrument_reported_accuracy var (119/172)\n", - "Rank 000: Var measuring_instrument_reported_accuracy created (119/172)\n", - "Rank 000: Var measuring_instrument_reported_accuracy data (119/172)\n", - "Rank 000: Var measuring_instrument_reported_accuracy completed (119/172)\n", - "Rank 000: Writing measuring_instrument_reported_flow_rate var (120/172)\n", - "Rank 000: Var measuring_instrument_reported_flow_rate created (120/172)\n", - "Rank 000: Var measuring_instrument_reported_flow_rate data (120/172)\n", - "Rank 000: Var measuring_instrument_reported_flow_rate completed (120/172)\n", - "Rank 000: Writing measuring_instrument_reported_lower_limit_of_detection var (121/172)\n", - "Rank 000: Var measuring_instrument_reported_lower_limit_of_detection created (121/172)\n", - "Rank 000: Var measuring_instrument_reported_lower_limit_of_detection data (121/172)\n", - "Rank 000: Var measuring_instrument_reported_lower_limit_of_detection completed (121/172)\n", - "Rank 000: Writing measuring_instrument_reported_measurement_resolution var (122/172)\n", - "Rank 000: Var measuring_instrument_reported_measurement_resolution created (122/172)\n", - "Rank 000: Var measuring_instrument_reported_measurement_resolution data (122/172)\n", - "Rank 000: Var measuring_instrument_reported_measurement_resolution completed (122/172)\n", - "Rank 000: Writing measuring_instrument_reported_precision var (123/172)\n", - "Rank 000: Var measuring_instrument_reported_precision created (123/172)\n", - "Rank 000: Var measuring_instrument_reported_precision data (123/172)\n", - "Rank 000: Var measuring_instrument_reported_precision completed (123/172)\n", - "Rank 000: Writing measuring_instrument_reported_span_drift var (124/172)\n", - "Rank 000: Var measuring_instrument_reported_span_drift created (124/172)\n", - "Rank 000: Var measuring_instrument_reported_span_drift data (124/172)\n", - "Rank 000: Var measuring_instrument_reported_span_drift completed (124/172)\n", - "Rank 000: Writing measuring_instrument_reported_uncertainty var (125/172)\n", - "Rank 000: Var measuring_instrument_reported_uncertainty created (125/172)\n", - "Rank 000: Var measuring_instrument_reported_uncertainty data (125/172)\n", - "Rank 000: Var measuring_instrument_reported_uncertainty completed (125/172)\n", - "Rank 000: Writing measuring_instrument_reported_units var (126/172)\n", - "Rank 000: Var measuring_instrument_reported_units created (126/172)\n", - "Rank 000: Var measuring_instrument_reported_units data (126/172)\n", - "Rank 000: Var measuring_instrument_reported_units completed (126/172)\n", - "Rank 000: Writing measuring_instrument_reported_upper_limit_of_detection var (127/172)\n", - "Rank 000: Var measuring_instrument_reported_upper_limit_of_detection created (127/172)\n", - "Rank 000: Var measuring_instrument_reported_upper_limit_of_detection data (127/172)\n", - "Rank 000: Var measuring_instrument_reported_upper_limit_of_detection completed (127/172)\n", - "Rank 000: Writing measuring_instrument_reported_zero_drift var (128/172)\n", - "Rank 000: Var measuring_instrument_reported_zero_drift created (128/172)\n", - "Rank 000: Var measuring_instrument_reported_zero_drift data (128/172)\n", - "Rank 000: Var measuring_instrument_reported_zero_drift completed (128/172)\n", - "Rank 000: Writing measuring_instrument_reported_zonal_drift var (129/172)\n", - "Rank 000: Var measuring_instrument_reported_zonal_drift created (129/172)\n", - "Rank 000: Var measuring_instrument_reported_zonal_drift data (129/172)\n", - "Rank 000: Var measuring_instrument_reported_zonal_drift completed (129/172)\n", - "Rank 000: Writing measuring_instrument_sampling_type var (130/172)\n", - "Rank 000: Var measuring_instrument_sampling_type created (130/172)\n", - "Rank 000: Var measuring_instrument_sampling_type data (130/172)\n", - "Rank 000: Var measuring_instrument_sampling_type completed (130/172)\n", - "Rank 000: Writing monthly_native_max_gap_percent var (131/172)\n", - "Rank 000: Var monthly_native_max_gap_percent created (131/172)\n", - "Rank 000: Var monthly_native_max_gap_percent data (131/172)\n", - "Rank 000: Var monthly_native_max_gap_percent completed (131/172)\n", - "Rank 000: Writing monthly_native_representativity_percent var (132/172)\n", - "Rank 000: Var monthly_native_representativity_percent created (132/172)\n", - "Rank 000: Var monthly_native_representativity_percent data (132/172)\n", - "Rank 000: Var monthly_native_representativity_percent completed (132/172)\n", - "Rank 000: Writing network var (133/172)\n", - "Rank 000: Var network created (133/172)\n", - "Rank 000: Var network data (133/172)\n", - "Rank 000: Var network completed (133/172)\n", - "Rank 000: Writing network_maintenance_details var (134/172)\n", - "Rank 000: Var network_maintenance_details created (134/172)\n", - "Rank 000: Var network_maintenance_details data (134/172)\n", - "Rank 000: Var network_maintenance_details completed (134/172)\n", - "Rank 000: Writing network_miscellaneous_details var (135/172)\n", - "Rank 000: Var network_miscellaneous_details created (135/172)\n", - "Rank 000: Var network_miscellaneous_details data (135/172)\n", - "Rank 000: Var network_miscellaneous_details completed (135/172)\n", - "Rank 000: Writing network_provided_volume_standard_pressure var (136/172)\n", - "Rank 000: Var network_provided_volume_standard_pressure created (136/172)\n", - "Rank 000: Var network_provided_volume_standard_pressure data (136/172)\n", - "Rank 000: Var network_provided_volume_standard_pressure completed (136/172)\n", - "Rank 000: Writing network_provided_volume_standard_temperature var (137/172)\n", - "Rank 000: Var network_provided_volume_standard_temperature created (137/172)\n", - "Rank 000: Var network_provided_volume_standard_temperature data (137/172)\n", - "Rank 000: Var network_provided_volume_standard_temperature completed (137/172)\n", - "Rank 000: Writing network_qa_details var (138/172)\n", - "Rank 000: Var network_qa_details created (138/172)\n", - "Rank 000: Var network_qa_details data (138/172)\n", - "Rank 000: Var network_qa_details completed (138/172)\n", - "Rank 000: Writing network_sampling_details var (139/172)\n", - "Rank 000: Var network_sampling_details created (139/172)\n", - "Rank 000: Var network_sampling_details data (139/172)\n", - "Rank 000: Var network_sampling_details completed (139/172)\n", - "Rank 000: Writing network_uncertainty_details var (140/172)\n", - "Rank 000: Var network_uncertainty_details created (140/172)\n", - "Rank 000: Var network_uncertainty_details data (140/172)\n", - "Rank 000: Var network_uncertainty_details completed (140/172)\n", - "Rank 000: Writing population var (141/172)\n", - "Rank 000: Var population created (141/172)\n", - "Rank 000: Var population data (141/172)\n", - "Rank 000: Var population completed (141/172)\n", - "Rank 000: Writing primary_sampling_further_details var (142/172)\n", - "Rank 000: Var primary_sampling_further_details created (142/172)\n", - "Rank 000: Var primary_sampling_further_details data (142/172)\n", - "Rank 000: Var primary_sampling_further_details 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primary_sampling_instrument_reported_flow_rate var (146/172)\n", - "Rank 000: Var primary_sampling_instrument_reported_flow_rate created (146/172)\n", - "Rank 000: Var primary_sampling_instrument_reported_flow_rate data (146/172)\n", - "Rank 000: Var primary_sampling_instrument_reported_flow_rate completed (146/172)\n", - "Rank 000: Writing primary_sampling_process_details var (147/172)\n", - "Rank 000: Var primary_sampling_process_details created (147/172)\n", - "Rank 000: Var primary_sampling_process_details data (147/172)\n", - "Rank 000: Var primary_sampling_process_details completed (147/172)\n", - "Rank 000: Writing primary_sampling_type var (148/172)\n", - "Rank 000: Var primary_sampling_type created (148/172)\n", - "Rank 000: Var primary_sampling_type data (148/172)\n", - "Rank 000: Var primary_sampling_type completed (148/172)\n", - "Rank 000: Writing principal_investigator_email_address var (149/172)\n", - "Rank 000: Var principal_investigator_email_address created (149/172)\n", - "Rank 000: Var principal_investigator_email_address data (149/172)\n", - "Rank 000: Var principal_investigator_email_address completed (149/172)\n", - "Rank 000: Writing principal_investigator_institution var (150/172)\n", - "Rank 000: Var principal_investigator_institution created (150/172)\n", - "Rank 000: Var principal_investigator_institution data (150/172)\n", - "Rank 000: Var principal_investigator_institution completed (150/172)\n", - "Rank 000: Writing principal_investigator_name var (151/172)\n", - "Rank 000: Var principal_investigator_name created (151/172)\n", - "Rank 000: Var principal_investigator_name data (151/172)\n", - "Rank 000: Var principal_investigator_name completed (151/172)\n", - "Rank 000: Writing process_warnings var (152/172)\n", - "Rank 000: Var process_warnings created (152/172)\n", - "Rank 000: Var process_warnings data (152/172)\n", - "Rank 000: Var process_warnings completed (152/172)\n", - "Rank 000: Writing projection var (153/172)\n", - "Rank 000: Var projection created (153/172)\n", - "Rank 000: Var projection data (153/172)\n", - "Rank 000: Var projection completed (153/172)\n", - "Rank 000: Writing reported_uncertainty_per_measurement var (154/172)\n", - "Rank 000: Var reported_uncertainty_per_measurement created (154/172)\n", - "Rank 000: Var reported_uncertainty_per_measurement data (154/172)\n", - "Rank 000: Var reported_uncertainty_per_measurement completed (154/172)\n", - "Rank 000: Writing representative_radius var (155/172)\n", - "Rank 000: Var representative_radius created (155/172)\n", - "Rank 000: Var representative_radius data (155/172)\n", - "Rank 000: Var representative_radius completed (155/172)\n", - "Rank 000: Writing retrieval_algorithm var (156/172)\n", - "Rank 000: Var retrieval_algorithm created (156/172)\n", - "Rank 000: Var retrieval_algorithm data (156/172)\n", - "Rank 000: Var retrieval_algorithm completed (156/172)\n", - "Rank 000: Writing sample_preparation_further_details var (157/172)\n", - "Rank 000: Var sample_preparation_further_details created (157/172)\n", - "Rank 000: Var sample_preparation_further_details data (157/172)\n", - "Rank 000: Var sample_preparation_further_details completed (157/172)\n", - "Rank 000: Writing sample_preparation_process_details var (158/172)\n", - "Rank 000: Var sample_preparation_process_details created (158/172)\n", - "Rank 000: Var sample_preparation_process_details data (158/172)\n", - "Rank 000: Var sample_preparation_process_details completed (158/172)\n", - "Rank 000: Writing sample_preparation_techniques var (159/172)\n", - "Rank 000: Var sample_preparation_techniques created (159/172)\n", - "Rank 000: Var sample_preparation_techniques data (159/172)\n", - "Rank 000: Var sample_preparation_techniques completed (159/172)\n", - "Rank 000: Writing sample_preparation_types var (160/172)\n", - "Rank 000: Var sample_preparation_types created (160/172)\n", - "Rank 000: Var sample_preparation_types data (160/172)\n", - "Rank 000: Var sample_preparation_types completed (160/172)\n", - "Rank 000: Writing sampling_height var (161/172)\n", - "Rank 000: Var sampling_height created (161/172)\n", - "Rank 000: Var sampling_height data (161/172)\n", - "Rank 000: Var sampling_height completed (161/172)\n", - "Rank 000: Writing sconcso4 var (162/172)\n", - "Rank 000: Var sconcso4 created (162/172)\n", - "Rank 000: Var sconcso4 data (162/172)\n", - "Rank 000: Var sconcso4 completed (162/172)\n", - "Rank 000: Writing season_code var (163/172)\n", - "Rank 000: Var season_code created (163/172)\n", - "Rank 000: Var season_code data (163/172)\n", - "Rank 000: Var season_code completed (163/172)\n", - "Rank 000: Writing station_classification var (164/172)\n", - "Rank 000: Var station_classification created (164/172)\n", - "Rank 000: Var station_classification data (164/172)\n", - "Rank 000: Var station_classification completed (164/172)\n", - "Rank 000: Writing station_name var (165/172)\n", - "Rank 000: Var station_name created (165/172)\n", - "Rank 000: Var station_name data (165/172)\n", - "Rank 000: Var station_name completed (165/172)\n", - "Rank 000: Writing station_reference var (166/172)\n", - "Rank 000: Var station_reference created (166/172)\n", - "Rank 000: Var station_reference data (166/172)\n", - "Rank 000: Var station_reference completed (166/172)\n", - "Rank 000: Writing station_timezone var (167/172)\n", - "Rank 000: Var station_timezone created (167/172)\n", - "Rank 000: Var station_timezone data (167/172)\n", - "Rank 000: Var station_timezone completed (167/172)\n", - "Rank 000: Writing street_type var (168/172)\n", - "Rank 000: Var street_type created (168/172)\n", - "Rank 000: Var street_type data (168/172)\n", - "Rank 000: Var street_type completed (168/172)\n", - "Rank 000: Writing street_width var (169/172)\n", - "Rank 000: Var street_width created (169/172)\n", - "Rank 000: Var street_width data (169/172)\n", - "Rank 000: Var street_width completed (169/172)\n", - "Rank 000: Writing terrain var (170/172)\n", - "Rank 000: Var terrain created (170/172)\n", - "Rank 000: Var terrain data (170/172)\n", - "Rank 000: Var terrain completed (170/172)\n", - "Rank 000: Writing vertical_datum var (171/172)\n", - "Rank 000: Var vertical_datum created (171/172)\n", - "Rank 000: Var vertical_datum data (171/172)\n", - "Rank 000: Var vertical_datum completed (171/172)\n", - "Rank 000: Writing weekday_weekend_code var (172/172)\n", - "Rank 000: Var weekday_weekend_code created (172/172)\n", - "Rank 000: Var weekday_weekend_code data (172/172)\n", - "Rank 000: Var weekday_weekend_code completed (172/172)\n" + "Rank 000: Writing ASTER_v3_altitude var (1/173)\n", + "Rank 000: Var ASTER_v3_altitude created (1/173)\n", + "Rank 000: Var ASTER_v3_altitude data (1/173)\n", + "Rank 000: Var ASTER_v3_altitude completed (1/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_BC_emissions var (2/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_BC_emissions created (2/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_BC_emissions data (2/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_BC_emissions completed (2/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_CO_emissions var (3/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_CO_emissions created (3/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_CO_emissions data (3/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_CO_emissions completed (3/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_NH3_emissions var (4/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NH3_emissions created (4/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NH3_emissions data (4/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NH3_emissions completed (4/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_NMVOC_emissions var (5/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NMVOC_emissions created (5/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NMVOC_emissions data (5/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NMVOC_emissions completed (5/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_NOx_emissions var (6/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NOx_emissions created (6/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NOx_emissions data (6/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_NOx_emissions completed (6/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_OC_emissions var (7/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_OC_emissions created (7/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_OC_emissions data (7/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_OC_emissions completed (7/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_PM10_emissions var (8/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_PM10_emissions created (8/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_PM10_emissions data (8/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_PM10_emissions completed (8/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_SO2_emissions var (9/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_SO2_emissions created (9/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_SO2_emissions data (9/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_SO2_emissions completed (9/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_biogenic_PM2.5_emissions var (10/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_biogenic_PM2.5_emissions created (10/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_biogenic_PM2.5_emissions data (10/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_biogenic_PM2.5_emissions completed (10/173)\n", + "Rank 000: Writing EDGAR_v4.3.2_annual_average_fossilfuel_PM2.5_emissions var (11/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_fossilfuel_PM2.5_emissions created (11/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_fossilfuel_PM2.5_emissions data (11/173)\n", + "Rank 000: Var EDGAR_v4.3.2_annual_average_fossilfuel_PM2.5_emissions completed (11/173)\n", + "Rank 000: Writing ESDAC_Iwahashi_landform_classification var (12/173)\n", + "Rank 000: Var ESDAC_Iwahashi_landform_classification created (12/173)\n", + "Rank 000: Var ESDAC_Iwahashi_landform_classification data (12/173)\n", + "Rank 000: Var ESDAC_Iwahashi_landform_classification completed (12/173)\n", + "Rank 000: Writing ESDAC_Meybeck_landform_classification var (13/173)\n", + "Rank 000: Var ESDAC_Meybeck_landform_classification created (13/173)\n", + "Rank 000: Var ESDAC_Meybeck_landform_classification data (13/173)\n", + "Rank 000: Var ESDAC_Meybeck_landform_classification completed (13/173)\n", + "Rank 000: Writing ESDAC_modal_Iwahashi_landform_classification_25km var (14/173)\n", + "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_25km created (14/173)\n", + "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_25km data (14/173)\n", + "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_25km completed (14/173)\n", + "Rank 000: Writing ESDAC_modal_Iwahashi_landform_classification_5km var (15/173)\n", + "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_5km created (15/173)\n", + "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_5km data (15/173)\n", + "Rank 000: Var ESDAC_modal_Iwahashi_landform_classification_5km completed (15/173)\n", + "Rank 000: Writing ESDAC_modal_Meybeck_landform_classification_25km var (16/173)\n", + "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_25km created (16/173)\n", + "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_25km data (16/173)\n", + "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_25km completed (16/173)\n", + "Rank 000: Writing ESDAC_modal_Meybeck_landform_classification_5km var (17/173)\n", + "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_5km created (17/173)\n", + "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_5km data (17/173)\n", + "Rank 000: Var ESDAC_modal_Meybeck_landform_classification_5km completed (17/173)\n", + "Rank 000: Writing ETOPO1_altitude var (18/173)\n", + "Rank 000: Var ETOPO1_altitude created (18/173)\n", + "Rank 000: Var ETOPO1_altitude data (18/173)\n", + "Rank 000: Var ETOPO1_altitude completed (18/173)\n", + "Rank 000: Writing ETOPO1_max_altitude_difference_5km var (19/173)\n", + "Rank 000: Var ETOPO1_max_altitude_difference_5km created (19/173)\n", + "Rank 000: Var ETOPO1_max_altitude_difference_5km data (19/173)\n", + "Rank 000: Var ETOPO1_max_altitude_difference_5km completed (19/173)\n", + "Rank 000: Writing GHOST_version var (20/173)\n", + "Rank 000: Var GHOST_version created (20/173)\n", + "Rank 000: Var GHOST_version data (20/173)\n", + "Rank 000: Var GHOST_version completed (20/173)\n", + "Rank 000: Writing GHSL_average_built_up_area_density_25km var (21/173)\n", + "Rank 000: Var GHSL_average_built_up_area_density_25km created (21/173)\n", + "Rank 000: Var GHSL_average_built_up_area_density_25km data (21/173)\n", + "Rank 000: Var GHSL_average_built_up_area_density_25km completed (21/173)\n", + "Rank 000: Writing GHSL_average_built_up_area_density_5km var (22/173)\n", + "Rank 000: Var GHSL_average_built_up_area_density_5km created (22/173)\n", + "Rank 000: Var GHSL_average_built_up_area_density_5km data (22/173)\n", + "Rank 000: Var GHSL_average_built_up_area_density_5km completed (22/173)\n", + "Rank 000: Writing GHSL_average_population_density_25km var (23/173)\n", + "Rank 000: Var GHSL_average_population_density_25km created (23/173)\n", + "Rank 000: Var GHSL_average_population_density_25km data (23/173)\n", + "Rank 000: Var GHSL_average_population_density_25km completed (23/173)\n", + "Rank 000: Writing GHSL_average_population_density_5km var (24/173)\n", + "Rank 000: Var GHSL_average_population_density_5km created (24/173)\n", + "Rank 000: Var GHSL_average_population_density_5km data (24/173)\n", + "Rank 000: Var GHSL_average_population_density_5km completed (24/173)\n", + "Rank 000: Writing GHSL_built_up_area_density var (25/173)\n", + "Rank 000: Var GHSL_built_up_area_density created (25/173)\n", + "Rank 000: Var GHSL_built_up_area_density data (25/173)\n", + "Rank 000: Var GHSL_built_up_area_density completed (25/173)\n", + "Rank 000: Writing GHSL_max_built_up_area_density_25km var (26/173)\n", + "Rank 000: Var GHSL_max_built_up_area_density_25km created (26/173)\n", + "Rank 000: Var GHSL_max_built_up_area_density_25km data (26/173)\n", + "Rank 000: Var GHSL_max_built_up_area_density_25km completed (26/173)\n", + "Rank 000: Writing GHSL_max_built_up_area_density_5km var (27/173)\n", + "Rank 000: Var GHSL_max_built_up_area_density_5km created (27/173)\n", + "Rank 000: Var GHSL_max_built_up_area_density_5km data (27/173)\n", + "Rank 000: Var GHSL_max_built_up_area_density_5km completed (27/173)\n", + "Rank 000: Writing GHSL_max_population_density_25km var (28/173)\n", + "Rank 000: Var GHSL_max_population_density_25km created (28/173)\n", + "Rank 000: Var GHSL_max_population_density_25km data (28/173)\n", + "Rank 000: Var GHSL_max_population_density_25km completed (28/173)\n", + "Rank 000: Writing GHSL_max_population_density_5km var (29/173)\n", + "Rank 000: Var GHSL_max_population_density_5km created (29/173)\n", + "Rank 000: Var GHSL_max_population_density_5km data (29/173)\n", + "Rank 000: Var GHSL_max_population_density_5km completed (29/173)\n", + "Rank 000: Writing GHSL_modal_settlement_model_classification_25km var (30/173)\n", + "Rank 000: Var GHSL_modal_settlement_model_classification_25km created (30/173)\n", + "Rank 000: Var GHSL_modal_settlement_model_classification_25km data (30/173)\n", + "Rank 000: Var GHSL_modal_settlement_model_classification_25km completed (30/173)\n", + "Rank 000: Writing GHSL_modal_settlement_model_classification_5km var (31/173)\n", + "Rank 000: Var GHSL_modal_settlement_model_classification_5km created (31/173)\n", + "Rank 000: Var GHSL_modal_settlement_model_classification_5km data (31/173)\n", + "Rank 000: Var GHSL_modal_settlement_model_classification_5km completed (31/173)\n", + "Rank 000: Writing GHSL_population_density var (32/173)\n", + "Rank 000: Var GHSL_population_density created (32/173)\n", + "Rank 000: Var GHSL_population_density data (32/173)\n", + "Rank 000: Var GHSL_population_density completed (32/173)\n", + "Rank 000: Writing GHSL_settlement_model_classification var (33/173)\n", + "Rank 000: Var GHSL_settlement_model_classification created (33/173)\n", + "Rank 000: Var GHSL_settlement_model_classification data (33/173)\n", + "Rank 000: Var GHSL_settlement_model_classification completed (33/173)\n", + "Rank 000: Writing GPW_average_population_density_25km var (34/173)\n", + "Rank 000: Var GPW_average_population_density_25km created (34/173)\n", + "Rank 000: Var GPW_average_population_density_25km data (34/173)\n", + "Rank 000: Var GPW_average_population_density_25km completed (34/173)\n", + "Rank 000: Writing GPW_average_population_density_5km var (35/173)\n", + "Rank 000: Var GPW_average_population_density_5km created (35/173)\n", + "Rank 000: Var GPW_average_population_density_5km data (35/173)\n", + "Rank 000: Var GPW_average_population_density_5km completed (35/173)\n", + "Rank 000: Writing GPW_max_population_density_25km var (36/173)\n", + "Rank 000: Var GPW_max_population_density_25km created (36/173)\n", + "Rank 000: Var GPW_max_population_density_25km data (36/173)\n", + "Rank 000: Var GPW_max_population_density_25km completed (36/173)\n", + "Rank 000: Writing GPW_max_population_density_5km var (37/173)\n", + "Rank 000: Var GPW_max_population_density_5km created (37/173)\n", + "Rank 000: Var GPW_max_population_density_5km data (37/173)\n", + "Rank 000: Var GPW_max_population_density_5km completed (37/173)\n", + "Rank 000: Writing GPW_population_density var (38/173)\n", + "Rank 000: Var GPW_population_density created (38/173)\n", + "Rank 000: Var GPW_population_density data (38/173)\n", + "Rank 000: Var GPW_population_density completed (38/173)\n", + "Rank 000: Writing GSFC_coastline_proximity var (39/173)\n", + "Rank 000: Var GSFC_coastline_proximity created (39/173)\n", + "Rank 000: Var GSFC_coastline_proximity data (39/173)\n", + "Rank 000: Var GSFC_coastline_proximity completed (39/173)\n", + "Rank 000: Writing Joly-Peuch_classification_code var (40/173)\n", + "Rank 000: Var Joly-Peuch_classification_code created (40/173)\n", + "Rank 000: Var Joly-Peuch_classification_code data (40/173)\n", + "Rank 000: Var Joly-Peuch_classification_code completed (40/173)\n", + "Rank 000: Writing Koppen-Geiger_classification var (41/173)\n", + "Rank 000: Var Koppen-Geiger_classification created (41/173)\n", + "Rank 000: Var Koppen-Geiger_classification data (41/173)\n", + "Rank 000: Var Koppen-Geiger_classification completed (41/173)\n", + "Rank 000: Writing Koppen-Geiger_modal_classification_25km var (42/173)\n", + "Rank 000: Var Koppen-Geiger_modal_classification_25km created (42/173)\n", + "Rank 000: Var Koppen-Geiger_modal_classification_25km data (42/173)\n", + "Rank 000: Var Koppen-Geiger_modal_classification_25km completed (42/173)\n", + "Rank 000: Writing Koppen-Geiger_modal_classification_5km var (43/173)\n", + "Rank 000: Var Koppen-Geiger_modal_classification_5km created (43/173)\n", + "Rank 000: Var Koppen-Geiger_modal_classification_5km data (43/173)\n", + "Rank 000: Var Koppen-Geiger_modal_classification_5km completed (43/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_IGBP_land_use var (44/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_IGBP_land_use created (44/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_IGBP_land_use data (44/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_IGBP_land_use completed (44/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_LAI var (45/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_LAI created (45/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_LAI data (45/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_LAI completed (45/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_UMD_land_use var (46/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_UMD_land_use created (46/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_UMD_land_use data (46/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_UMD_land_use completed (46/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_modal_IGBP_land_use_25km var (47/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_25km created (47/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_25km data (47/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_25km completed (47/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_modal_IGBP_land_use_5km var (48/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_5km created (48/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_5km data (48/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_IGBP_land_use_5km completed (48/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_modal_LAI_25km var (49/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_25km created (49/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_25km data (49/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_25km completed (49/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_modal_LAI_5km var (50/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_5km created (50/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_5km data (50/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_LAI_5km completed (50/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_modal_UMD_land_use_25km var (51/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_25km created (51/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_25km data (51/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_25km completed (51/173)\n", + "Rank 000: Writing MODIS_MCD12C1_v6_modal_UMD_land_use_5km var (52/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_5km created (52/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_5km data (52/173)\n", + "Rank 000: Var MODIS_MCD12C1_v6_modal_UMD_land_use_5km completed (52/173)\n", + "Rank 000: Writing NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_25km var (53/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_25km created (53/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_25km data (53/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_25km completed (53/173)\n", + "Rank 000: Writing NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_5km var (54/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_5km created (54/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_5km data (54/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_average_nighttime_stable_lights_5km completed (54/173)\n", + "Rank 000: Writing NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_25km var (55/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_25km created (55/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_25km data (55/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_25km completed (55/173)\n", + "Rank 000: Writing NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_5km var (56/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_5km created (56/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_5km data (56/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_max_nighttime_stable_lights_5km completed (56/173)\n", + "Rank 000: Writing NOAA-DMSP-OLS_v4_nighttime_stable_lights var (57/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_nighttime_stable_lights created (57/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_nighttime_stable_lights data (57/173)\n", + "Rank 000: Var NOAA-DMSP-OLS_v4_nighttime_stable_lights completed (57/173)\n", + "Rank 000: Writing OMI_level3_column_annual_average_NO2 var (58/173)\n", + "Rank 000: Var OMI_level3_column_annual_average_NO2 created (58/173)\n", + "Rank 000: Var OMI_level3_column_annual_average_NO2 data (58/173)\n", + "Rank 000: Var OMI_level3_column_annual_average_NO2 completed (58/173)\n", + "Rank 000: Writing OMI_level3_column_cloud_screened_annual_average_NO2 var (59/173)\n", + "Rank 000: Var OMI_level3_column_cloud_screened_annual_average_NO2 created (59/173)\n", + "Rank 000: Var OMI_level3_column_cloud_screened_annual_average_NO2 data (59/173)\n", + "Rank 000: Var OMI_level3_column_cloud_screened_annual_average_NO2 completed (59/173)\n", + "Rank 000: Writing OMI_level3_tropospheric_column_annual_average_NO2 var (60/173)\n", + "Rank 000: Var OMI_level3_tropospheric_column_annual_average_NO2 created (60/173)\n", + "Rank 000: Var OMI_level3_tropospheric_column_annual_average_NO2 data (60/173)\n", + "Rank 000: Var OMI_level3_tropospheric_column_annual_average_NO2 completed (60/173)\n", + "Rank 000: Writing OMI_level3_tropospheric_column_cloud_screened_annual_average_NO2 var (61/173)\n", + "Rank 000: Var OMI_level3_tropospheric_column_cloud_screened_annual_average_NO2 created (61/173)\n", + "Rank 000: Var OMI_level3_tropospheric_column_cloud_screened_annual_average_NO2 data (61/173)\n", + "Rank 000: Var OMI_level3_tropospheric_column_cloud_screened_annual_average_NO2 completed (61/173)\n", + "Rank 000: Writing UMBC_anthrome_classification var (62/173)\n", + "Rank 000: Var UMBC_anthrome_classification created (62/173)\n", + "Rank 000: Var UMBC_anthrome_classification data (62/173)\n", + "Rank 000: Var UMBC_anthrome_classification completed (62/173)\n", + "Rank 000: Writing UMBC_modal_anthrome_classification_25km var (63/173)\n", + "Rank 000: Var UMBC_modal_anthrome_classification_25km created (63/173)\n", + "Rank 000: Var UMBC_modal_anthrome_classification_25km data (63/173)\n", + "Rank 000: Var UMBC_modal_anthrome_classification_25km completed (63/173)\n", + "Rank 000: Writing UMBC_modal_anthrome_classification_5km var (64/173)\n", + "Rank 000: Var UMBC_modal_anthrome_classification_5km created (64/173)\n", + "Rank 000: Var UMBC_modal_anthrome_classification_5km data (64/173)\n", + "Rank 000: Var UMBC_modal_anthrome_classification_5km completed (64/173)\n", + "Rank 000: Writing WMO_region var (65/173)\n", + "Rank 000: Var WMO_region created (65/173)\n", + "Rank 000: Var WMO_region data (65/173)\n", + "Rank 000: Var WMO_region completed (65/173)\n", + "Rank 000: Writing WWF_TEOW_biogeographical_realm var (66/173)\n", + "Rank 000: Var WWF_TEOW_biogeographical_realm created (66/173)\n", + "Rank 000: Var WWF_TEOW_biogeographical_realm data (66/173)\n", + "Rank 000: Var WWF_TEOW_biogeographical_realm completed (66/173)\n", + "Rank 000: Writing WWF_TEOW_biome var (67/173)\n", + "Rank 000: Var WWF_TEOW_biome created (67/173)\n", + "Rank 000: Var WWF_TEOW_biome data (67/173)\n", + "Rank 000: Var WWF_TEOW_biome completed (67/173)\n", + "Rank 000: Writing WWF_TEOW_terrestrial_ecoregion var (68/173)\n", + "Rank 000: Var WWF_TEOW_terrestrial_ecoregion created (68/173)\n", + "Rank 000: Var WWF_TEOW_terrestrial_ecoregion data (68/173)\n", + "Rank 000: Var WWF_TEOW_terrestrial_ecoregion completed (68/173)\n", + "Rank 000: Writing administrative_country_division_1 var (69/173)\n", + "Rank 000: Var administrative_country_division_1 created (69/173)\n", + "Rank 000: Var administrative_country_division_1 data (69/173)\n", + "Rank 000: Var administrative_country_division_1 completed (69/173)\n", + "Rank 000: Writing administrative_country_division_2 var (70/173)\n", + "Rank 000: Var administrative_country_division_2 created (70/173)\n", + "Rank 000: Var administrative_country_division_2 data (70/173)\n", + "Rank 000: Var administrative_country_division_2 completed (70/173)\n", + "Rank 000: Writing altitude var (71/173)\n", + "Rank 000: Var altitude created (71/173)\n", + "Rank 000: Var altitude data (71/173)\n", + "Rank 000: Var altitude completed (71/173)\n", + "Rank 000: Writing annual_native_max_gap_percent var (72/173)\n", + "Rank 000: Var annual_native_max_gap_percent created (72/173)\n", + "Rank 000: Var annual_native_max_gap_percent data (72/173)\n", + "Rank 000: Var annual_native_max_gap_percent completed (72/173)\n", + "Rank 000: Writing annual_native_representativity_percent var (73/173)\n", + "Rank 000: Var annual_native_representativity_percent created (73/173)\n", + "Rank 000: Var annual_native_representativity_percent data (73/173)\n", + "Rank 000: Var annual_native_representativity_percent completed (73/173)\n", + "Rank 000: Writing area_classification var (74/173)\n", + "Rank 000: Var area_classification created (74/173)\n", + "Rank 000: Var area_classification data (74/173)\n", + "Rank 000: Var area_classification completed (74/173)\n", + "Rank 000: Writing associated_networks var (75/173)\n", + "Rank 000: Var associated_networks created (75/173)\n", + "Rank 000: Var associated_networks data (75/173)\n", + "Rank 000: Var associated_networks completed (75/173)\n", + "Rank 000: Writing city var (76/173)\n", + "Rank 000: Var city created (76/173)\n", + "Rank 000: Var city data (76/173)\n", + "Rank 000: Var city completed (76/173)\n", + "Rank 000: Writing climatology var (77/173)\n", + "Rank 000: Var climatology created (77/173)\n", + "Rank 000: Var climatology data (77/173)\n", + "Rank 000: Var climatology completed (77/173)\n", + "Rank 000: Writing contact_email_address var (78/173)\n", + "Rank 000: Var contact_email_address created (78/173)\n", + "Rank 000: Var contact_email_address data (78/173)\n", + "Rank 000: Var contact_email_address completed (78/173)\n", + "Rank 000: Writing contact_institution var (79/173)\n", + "Rank 000: Var contact_institution created (79/173)\n", + "Rank 000: Var contact_institution data (79/173)\n", + "Rank 000: Var contact_institution completed (79/173)\n", + "Rank 000: Writing contact_name var (80/173)\n", + "Rank 000: Var contact_name created (80/173)\n", + "Rank 000: Var contact_name data (80/173)\n", + "Rank 000: Var contact_name completed (80/173)\n", + "Rank 000: Writing country var (81/173)\n", + "Rank 000: Var country created (81/173)\n", + "Rank 000: Var country data (81/173)\n", + "Rank 000: Var country completed (81/173)\n", + "Rank 000: Writing daily_native_max_gap_percent var (82/173)\n", + "Rank 000: Var daily_native_max_gap_percent created (82/173)\n", + "Rank 000: Var daily_native_max_gap_percent data (82/173)\n", + "Rank 000: Var daily_native_max_gap_percent completed (82/173)\n", + "Rank 000: Writing daily_native_representativity_percent var (83/173)\n", + "Rank 000: Var daily_native_representativity_percent created (83/173)\n", + "Rank 000: Var daily_native_representativity_percent data (83/173)\n", + "Rank 000: Var daily_native_representativity_percent completed (83/173)\n", + "Rank 000: Writing daily_passing_vehicles var (84/173)\n", + "Rank 000: Var daily_passing_vehicles created (84/173)\n", + "Rank 000: Var daily_passing_vehicles data (84/173)\n", + "Rank 000: Var daily_passing_vehicles completed (84/173)\n", + "Rank 000: Writing data_level var (85/173)\n", + "Rank 000: Var data_level created (85/173)\n", + "Rank 000: Var data_level data (85/173)\n", + "Rank 000: Var data_level completed (85/173)\n", + "Rank 000: Writing data_licence var (86/173)\n", + "Rank 000: Var data_licence created (86/173)\n", + "Rank 000: Var data_licence data (86/173)\n", + "Rank 000: Var data_licence completed (86/173)\n", + "Rank 000: Writing day_night_code var (87/173)\n", + "Rank 000: Var day_night_code created (87/173)\n", + "Rank 000: Var day_night_code data (87/173)\n", + "Rank 000: Var day_night_code completed (87/173)\n", + "Rank 000: Writing daytime_traffic_speed var (88/173)\n", + "Rank 000: Var daytime_traffic_speed created (88/173)\n", + "Rank 000: Var daytime_traffic_speed data (88/173)\n", + "Rank 000: Var daytime_traffic_speed completed (88/173)\n", + "Rank 000: Writing derived_uncertainty_per_measurement var (89/173)\n", + "Rank 000: Var derived_uncertainty_per_measurement created (89/173)\n", + "Rank 000: Var derived_uncertainty_per_measurement data (89/173)\n", + "Rank 000: Var derived_uncertainty_per_measurement completed (89/173)\n", + "Rank 000: Writing distance_to_building var (90/173)\n", + "Rank 000: Var distance_to_building created (90/173)\n", + "Rank 000: Var distance_to_building data (90/173)\n", + "Rank 000: Var distance_to_building completed (90/173)\n", + "Rank 000: Writing distance_to_junction var (91/173)\n", + "Rank 000: Var distance_to_junction created (91/173)\n", + "Rank 000: Var distance_to_junction data (91/173)\n", + "Rank 000: Var distance_to_junction completed (91/173)\n", + "Rank 000: Writing distance_to_kerb var (92/173)\n", + "Rank 000: Var distance_to_kerb created (92/173)\n", + "Rank 000: Var distance_to_kerb data (92/173)\n", + "Rank 000: Var distance_to_kerb completed (92/173)\n", + "Rank 000: Writing distance_to_source var (93/173)\n", + "Rank 000: Var distance_to_source created (93/173)\n", + "Rank 000: Var distance_to_source data (93/173)\n", + "Rank 000: Var distance_to_source completed (93/173)\n", + "Rank 000: Writing ellipsoid var (94/173)\n", + "Rank 000: Var ellipsoid created (94/173)\n", + "Rank 000: Var ellipsoid data (94/173)\n", + "Rank 000: Var ellipsoid completed (94/173)\n", + "Rank 000: Writing horizontal_datum var (95/173)\n", + "Rank 000: Var horizontal_datum created (95/173)\n", + "Rank 000: Var horizontal_datum data (95/173)\n", + "Rank 000: Var horizontal_datum completed (95/173)\n", + "Rank 000: Writing land_use var (96/173)\n", + "Rank 000: Var land_use created (96/173)\n", + "Rank 000: Var land_use data (96/173)\n", + "Rank 000: Var land_use completed (96/173)\n", + "Rank 000: Writing main_emission_source var (97/173)\n", + "Rank 000: Var main_emission_source created (97/173)\n", + "Rank 000: Var main_emission_source data (97/173)\n", + "Rank 000: Var main_emission_source completed (97/173)\n", + "Rank 000: Writing measurement_altitude var (98/173)\n", + "Rank 000: Var measurement_altitude created (98/173)\n", + "Rank 000: Var measurement_altitude data (98/173)\n", + "Rank 000: Var measurement_altitude completed (98/173)\n", + "Rank 000: Writing measurement_methodology var (99/173)\n", + "Rank 000: Var measurement_methodology created (99/173)\n", + "Rank 000: Var measurement_methodology data (99/173)\n", + "Rank 000: Var measurement_methodology completed (99/173)\n", + "Rank 000: Writing measurement_scale var (100/173)\n", + "Rank 000: Var measurement_scale created (100/173)\n", + "Rank 000: Var measurement_scale data (100/173)\n", + "Rank 000: Var measurement_scale completed (100/173)\n", + "Rank 000: Writing measuring_instrument_calibration_scale var (101/173)\n", + "Rank 000: Var measuring_instrument_calibration_scale created (101/173)\n", + "Rank 000: Var measuring_instrument_calibration_scale data (101/173)\n", + "Rank 000: Var measuring_instrument_calibration_scale completed (101/173)\n", + "Rank 000: Writing measuring_instrument_documented_absorption_cross_section var (102/173)\n", + "Rank 000: Var measuring_instrument_documented_absorption_cross_section created (102/173)\n", + "Rank 000: Var measuring_instrument_documented_absorption_cross_section data (102/173)\n", + "Rank 000: Var measuring_instrument_documented_absorption_cross_section completed (102/173)\n", + "Rank 000: Writing measuring_instrument_documented_accuracy var (103/173)\n", + "Rank 000: Var measuring_instrument_documented_accuracy created (103/173)\n", + "Rank 000: Var measuring_instrument_documented_accuracy data (103/173)\n", + "Rank 000: Var measuring_instrument_documented_accuracy completed (103/173)\n", + "Rank 000: Writing measuring_instrument_documented_flow_rate var (104/173)\n", + "Rank 000: Var measuring_instrument_documented_flow_rate created (104/173)\n", + "Rank 000: Var measuring_instrument_documented_flow_rate data (104/173)\n", + "Rank 000: Var measuring_instrument_documented_flow_rate completed (104/173)\n", + "Rank 000: Writing measuring_instrument_documented_lower_limit_of_detection var (105/173)\n", + "Rank 000: Var measuring_instrument_documented_lower_limit_of_detection created (105/173)\n", + "Rank 000: Var measuring_instrument_documented_lower_limit_of_detection data (105/173)\n", + "Rank 000: Var measuring_instrument_documented_lower_limit_of_detection completed (105/173)\n", + "Rank 000: Writing measuring_instrument_documented_measurement_resolution var (106/173)\n", + "Rank 000: Var measuring_instrument_documented_measurement_resolution created (106/173)\n", + "Rank 000: Var measuring_instrument_documented_measurement_resolution data (106/173)\n", + "Rank 000: Var measuring_instrument_documented_measurement_resolution completed (106/173)\n", + "Rank 000: Writing measuring_instrument_documented_precision var (107/173)\n", + "Rank 000: Var measuring_instrument_documented_precision created (107/173)\n", + "Rank 000: Var measuring_instrument_documented_precision data (107/173)\n", + "Rank 000: Var measuring_instrument_documented_precision completed (107/173)\n", + "Rank 000: Writing measuring_instrument_documented_span_drift var (108/173)\n", + "Rank 000: Var measuring_instrument_documented_span_drift created (108/173)\n", + "Rank 000: Var measuring_instrument_documented_span_drift data (108/173)\n", + "Rank 000: Var measuring_instrument_documented_span_drift completed (108/173)\n", + "Rank 000: Writing measuring_instrument_documented_uncertainty var (109/173)\n", + "Rank 000: Var measuring_instrument_documented_uncertainty created (109/173)\n", + "Rank 000: Var measuring_instrument_documented_uncertainty data (109/173)\n", + "Rank 000: Var measuring_instrument_documented_uncertainty completed (109/173)\n", + "Rank 000: Writing measuring_instrument_documented_upper_limit_of_detection var (110/173)\n", + "Rank 000: Var measuring_instrument_documented_upper_limit_of_detection created (110/173)\n", + "Rank 000: Var measuring_instrument_documented_upper_limit_of_detection data (110/173)\n", + "Rank 000: Var measuring_instrument_documented_upper_limit_of_detection completed (110/173)\n", + "Rank 000: Writing measuring_instrument_documented_zero_drift var (111/173)\n", + "Rank 000: Var measuring_instrument_documented_zero_drift created (111/173)\n", + "Rank 000: Var measuring_instrument_documented_zero_drift data (111/173)\n", + "Rank 000: Var measuring_instrument_documented_zero_drift completed (111/173)\n", + "Rank 000: Writing measuring_instrument_documented_zonal_drift var (112/173)\n", + "Rank 000: Var measuring_instrument_documented_zonal_drift created (112/173)\n", + "Rank 000: Var measuring_instrument_documented_zonal_drift data (112/173)\n", + "Rank 000: Var measuring_instrument_documented_zonal_drift completed (112/173)\n", + "Rank 000: Writing measuring_instrument_further_details var (113/173)\n", + "Rank 000: Var measuring_instrument_further_details created (113/173)\n", + "Rank 000: Var measuring_instrument_further_details data (113/173)\n", + "Rank 000: Var measuring_instrument_further_details completed (113/173)\n", + "Rank 000: Writing measuring_instrument_inlet_information var (114/173)\n", + "Rank 000: Var measuring_instrument_inlet_information created (114/173)\n", + "Rank 000: Var measuring_instrument_inlet_information data (114/173)\n", + "Rank 000: Var measuring_instrument_inlet_information completed (114/173)\n", + "Rank 000: Writing measuring_instrument_manual_name var (115/173)\n", + "Rank 000: Var measuring_instrument_manual_name created (115/173)\n", + "Rank 000: Var measuring_instrument_manual_name data (115/173)\n", + "Rank 000: Var measuring_instrument_manual_name completed (115/173)\n", + "Rank 000: Writing measuring_instrument_name var (116/173)\n", + "Rank 000: Var measuring_instrument_name created (116/173)\n", + "Rank 000: Var measuring_instrument_name data (116/173)\n", + "Rank 000: Var measuring_instrument_name completed (116/173)\n", + "Rank 000: Writing measuring_instrument_process_details var (117/173)\n", + "Rank 000: Var measuring_instrument_process_details created (117/173)\n", + "Rank 000: Var measuring_instrument_process_details data (117/173)\n", + "Rank 000: Var measuring_instrument_process_details completed (117/173)\n", + "Rank 000: Writing measuring_instrument_reported_absorption_cross_section var (118/173)\n", + "Rank 000: Var measuring_instrument_reported_absorption_cross_section created (118/173)\n", + "Rank 000: Var measuring_instrument_reported_absorption_cross_section data (118/173)\n", + "Rank 000: Var measuring_instrument_reported_absorption_cross_section completed (118/173)\n", + "Rank 000: Writing measuring_instrument_reported_accuracy var (119/173)\n", + "Rank 000: Var measuring_instrument_reported_accuracy created (119/173)\n", + "Rank 000: Var measuring_instrument_reported_accuracy data (119/173)\n", + "Rank 000: Var measuring_instrument_reported_accuracy completed (119/173)\n", + "Rank 000: Writing measuring_instrument_reported_flow_rate var (120/173)\n", + "Rank 000: Var measuring_instrument_reported_flow_rate created (120/173)\n", + "Rank 000: Var measuring_instrument_reported_flow_rate data (120/173)\n", + "Rank 000: Var measuring_instrument_reported_flow_rate completed (120/173)\n", + "Rank 000: Writing measuring_instrument_reported_lower_limit_of_detection var (121/173)\n", + "Rank 000: Var measuring_instrument_reported_lower_limit_of_detection created (121/173)\n", + "Rank 000: Var measuring_instrument_reported_lower_limit_of_detection data (121/173)\n", + "Rank 000: Var measuring_instrument_reported_lower_limit_of_detection completed (121/173)\n", + "Rank 000: Writing measuring_instrument_reported_measurement_resolution var (122/173)\n", + "Rank 000: Var measuring_instrument_reported_measurement_resolution created (122/173)\n", + "Rank 000: Var measuring_instrument_reported_measurement_resolution data (122/173)\n", + "Rank 000: Var measuring_instrument_reported_measurement_resolution completed (122/173)\n", + "Rank 000: Writing measuring_instrument_reported_precision var (123/173)\n", + "Rank 000: Var measuring_instrument_reported_precision created (123/173)\n", + "Rank 000: Var measuring_instrument_reported_precision data (123/173)\n", + "Rank 000: Var measuring_instrument_reported_precision completed (123/173)\n", + "Rank 000: Writing measuring_instrument_reported_span_drift var (124/173)\n", + "Rank 000: Var measuring_instrument_reported_span_drift created (124/173)\n", + "Rank 000: Var measuring_instrument_reported_span_drift data (124/173)\n", + "Rank 000: Var measuring_instrument_reported_span_drift completed (124/173)\n", + "Rank 000: Writing measuring_instrument_reported_uncertainty var (125/173)\n", + "Rank 000: Var measuring_instrument_reported_uncertainty created (125/173)\n", + "Rank 000: Var measuring_instrument_reported_uncertainty data (125/173)\n", + "Rank 000: Var measuring_instrument_reported_uncertainty completed (125/173)\n", + "Rank 000: Writing measuring_instrument_reported_units var (126/173)\n", + "Rank 000: Var measuring_instrument_reported_units created (126/173)\n", + "Rank 000: Var measuring_instrument_reported_units data (126/173)\n", + "Rank 000: Var measuring_instrument_reported_units completed (126/173)\n", + "Rank 000: Writing measuring_instrument_reported_upper_limit_of_detection var (127/173)\n", + "Rank 000: Var measuring_instrument_reported_upper_limit_of_detection created (127/173)\n", + "Rank 000: Var measuring_instrument_reported_upper_limit_of_detection data (127/173)\n", + "Rank 000: Var measuring_instrument_reported_upper_limit_of_detection completed (127/173)\n", + "Rank 000: Writing measuring_instrument_reported_zero_drift var (128/173)\n", + "Rank 000: Var measuring_instrument_reported_zero_drift created (128/173)\n", + "Rank 000: Var measuring_instrument_reported_zero_drift data (128/173)\n", + "Rank 000: Var measuring_instrument_reported_zero_drift completed (128/173)\n", + "Rank 000: Writing measuring_instrument_reported_zonal_drift var (129/173)\n", + "Rank 000: Var measuring_instrument_reported_zonal_drift created (129/173)\n", + "Rank 000: Var measuring_instrument_reported_zonal_drift data (129/173)\n", + "Rank 000: Var measuring_instrument_reported_zonal_drift completed (129/173)\n", + "Rank 000: Writing measuring_instrument_sampling_type var (130/173)\n", + "Rank 000: Var measuring_instrument_sampling_type created (130/173)\n", + "Rank 000: Var measuring_instrument_sampling_type data (130/173)\n", + "Rank 000: Var measuring_instrument_sampling_type completed (130/173)\n", + "Rank 000: Writing monthly_native_max_gap_percent var (131/173)\n", + "Rank 000: Var monthly_native_max_gap_percent created (131/173)\n", + "Rank 000: Var monthly_native_max_gap_percent data (131/173)\n", + "Rank 000: Var monthly_native_max_gap_percent completed (131/173)\n", + "Rank 000: Writing monthly_native_representativity_percent var (132/173)\n", + "Rank 000: Var monthly_native_representativity_percent created (132/173)\n", + "Rank 000: Var monthly_native_representativity_percent data (132/173)\n", + "Rank 000: Var monthly_native_representativity_percent completed (132/173)\n", + "Rank 000: Writing network var (133/173)\n", + "Rank 000: Var network created (133/173)\n", + "Rank 000: Var network data (133/173)\n", + "Rank 000: Var network completed (133/173)\n", + "Rank 000: Writing network_maintenance_details var (134/173)\n", + "Rank 000: Var network_maintenance_details created (134/173)\n", + "Rank 000: Var network_maintenance_details data (134/173)\n", + "Rank 000: Var network_maintenance_details completed (134/173)\n", + "Rank 000: Writing network_miscellaneous_details var (135/173)\n", + "Rank 000: Var network_miscellaneous_details created (135/173)\n", + "Rank 000: Var network_miscellaneous_details data (135/173)\n", + "Rank 000: Var network_miscellaneous_details completed (135/173)\n", + "Rank 000: Writing network_provided_volume_standard_pressure var (136/173)\n", + "Rank 000: Var network_provided_volume_standard_pressure created (136/173)\n", + "Rank 000: Var network_provided_volume_standard_pressure data (136/173)\n", + "Rank 000: Var network_provided_volume_standard_pressure completed (136/173)\n", + "Rank 000: Writing network_provided_volume_standard_temperature var (137/173)\n", + "Rank 000: Var network_provided_volume_standard_temperature created (137/173)\n", + "Rank 000: Var network_provided_volume_standard_temperature data (137/173)\n", + "Rank 000: Var network_provided_volume_standard_temperature completed (137/173)\n", + "Rank 000: Writing network_qa_details var (138/173)\n", + "Rank 000: Var network_qa_details created (138/173)\n", + "Rank 000: Var network_qa_details data (138/173)\n", + "Rank 000: Var network_qa_details completed (138/173)\n", + "Rank 000: Writing network_sampling_details var (139/173)\n", + "Rank 000: Var network_sampling_details created (139/173)\n", + "Rank 000: Var network_sampling_details data (139/173)\n", + "Rank 000: Var network_sampling_details completed (139/173)\n", + "Rank 000: Writing network_uncertainty_details var (140/173)\n", + "Rank 000: Var network_uncertainty_details created (140/173)\n", + "Rank 000: Var network_uncertainty_details data (140/173)\n", + "Rank 000: Var network_uncertainty_details completed (140/173)\n", + "Rank 000: Writing population var (141/173)\n", + "Rank 000: Var population created (141/173)\n", + "Rank 000: Var population data (141/173)\n", + "Rank 000: Var population completed (141/173)\n", + "Rank 000: Writing primary_sampling_further_details var (142/173)\n", + "Rank 000: Var primary_sampling_further_details created (142/173)\n", + "Rank 000: Var primary_sampling_further_details data (142/173)\n", + "Rank 000: Var primary_sampling_further_details completed (142/173)\n", + "Rank 000: Writing primary_sampling_instrument_documented_flow_rate var (143/173)\n", + "Rank 000: Var primary_sampling_instrument_documented_flow_rate created (143/173)\n", + "Rank 000: Var primary_sampling_instrument_documented_flow_rate data (143/173)\n", + "Rank 000: Var primary_sampling_instrument_documented_flow_rate completed (143/173)\n", + "Rank 000: Writing primary_sampling_instrument_manual_name var (144/173)\n", + "Rank 000: Var primary_sampling_instrument_manual_name created (144/173)\n", + "Rank 000: Var primary_sampling_instrument_manual_name data (144/173)\n", + "Rank 000: Var primary_sampling_instrument_manual_name completed (144/173)\n", + "Rank 000: Writing primary_sampling_instrument_name var (145/173)\n", + "Rank 000: Var primary_sampling_instrument_name created (145/173)\n", + "Rank 000: Var primary_sampling_instrument_name data (145/173)\n", + "Rank 000: Var primary_sampling_instrument_name completed (145/173)\n", + "Rank 000: Writing primary_sampling_instrument_reported_flow_rate var (146/173)\n", + "Rank 000: Var primary_sampling_instrument_reported_flow_rate created (146/173)\n", + "Rank 000: Var primary_sampling_instrument_reported_flow_rate data (146/173)\n", + "Rank 000: Var primary_sampling_instrument_reported_flow_rate completed (146/173)\n", + "Rank 000: Writing primary_sampling_process_details var (147/173)\n", + "Rank 000: Var primary_sampling_process_details created (147/173)\n", + "Rank 000: Var primary_sampling_process_details data (147/173)\n", + "Rank 000: Var primary_sampling_process_details completed (147/173)\n", + "Rank 000: Writing primary_sampling_type var (148/173)\n", + "Rank 000: Var primary_sampling_type created (148/173)\n", + "Rank 000: Var primary_sampling_type data (148/173)\n", + "Rank 000: Var primary_sampling_type completed (148/173)\n", + "Rank 000: Writing principal_investigator_email_address var (149/173)\n", + "Rank 000: Var principal_investigator_email_address created (149/173)\n", + "Rank 000: Var principal_investigator_email_address data (149/173)\n", + "Rank 000: Var principal_investigator_email_address completed (149/173)\n", + "Rank 000: Writing principal_investigator_institution var (150/173)\n", + "Rank 000: Var principal_investigator_institution created (150/173)\n", + "Rank 000: Var principal_investigator_institution data (150/173)\n", + "Rank 000: Var principal_investigator_institution completed (150/173)\n", + "Rank 000: Writing principal_investigator_name var (151/173)\n", + "Rank 000: Var principal_investigator_name created (151/173)\n", + "Rank 000: Var principal_investigator_name data (151/173)\n", + "Rank 000: Var principal_investigator_name completed (151/173)\n", + "Rank 000: Writing process_warnings var (152/173)\n", + "Rank 000: Var process_warnings created (152/173)\n", + "Rank 000: Var process_warnings data (152/173)\n", + "Rank 000: Var process_warnings completed (152/173)\n", + "Rank 000: Writing projection var (153/173)\n", + "Rank 000: Var projection created (153/173)\n", + "Rank 000: Var projection data (153/173)\n", + "Rank 000: Var projection completed (153/173)\n", + "Rank 000: Writing reported_uncertainty_per_measurement var (154/173)\n", + "Rank 000: Var reported_uncertainty_per_measurement created (154/173)\n", + "Rank 000: Var reported_uncertainty_per_measurement data (154/173)\n", + "Rank 000: Var reported_uncertainty_per_measurement completed (154/173)\n", + "Rank 000: Writing representative_radius var (155/173)\n", + "Rank 000: Var representative_radius created (155/173)\n", + "Rank 000: Var representative_radius data (155/173)\n", + "Rank 000: Var representative_radius completed (155/173)\n", + "Rank 000: Writing retrieval_algorithm var (156/173)\n", + "Rank 000: Var retrieval_algorithm created (156/173)\n", + "Rank 000: Var retrieval_algorithm data (156/173)\n", + "Rank 000: Var retrieval_algorithm completed (156/173)\n", + "Rank 000: Writing sample_preparation_further_details var (157/173)\n", + "Rank 000: Var sample_preparation_further_details created (157/173)\n", + "Rank 000: Var sample_preparation_further_details data (157/173)\n", + "Rank 000: Var sample_preparation_further_details completed (157/173)\n", + "Rank 000: Writing sample_preparation_process_details var (158/173)\n", + "Rank 000: Var sample_preparation_process_details created (158/173)\n", + "Rank 000: Var sample_preparation_process_details data (158/173)\n", + "Rank 000: Var sample_preparation_process_details completed (158/173)\n", + "Rank 000: Writing sample_preparation_techniques var (159/173)\n", + "Rank 000: Var sample_preparation_techniques created (159/173)\n", + "Rank 000: Var sample_preparation_techniques data (159/173)\n", + "Rank 000: Var sample_preparation_techniques completed (159/173)\n", + "Rank 000: Writing sample_preparation_types var (160/173)\n", + "Rank 000: Var sample_preparation_types created (160/173)\n", + "Rank 000: Var sample_preparation_types data (160/173)\n", + "Rank 000: Var sample_preparation_types completed (160/173)\n", + "Rank 000: Writing sampling_height var (161/173)\n", + "Rank 000: Var sampling_height created (161/173)\n", + "Rank 000: Var sampling_height data (161/173)\n", + "Rank 000: Var sampling_height completed (161/173)\n", + "Rank 000: Writing sconcso4 var (162/173)\n", + "Rank 000: Var sconcso4 created (162/173)\n", + "Rank 000: Var sconcso4 data (162/173)\n", + "Rank 000: Var sconcso4 completed (162/173)\n", + "Rank 000: Writing season_code var (163/173)\n", + "Rank 000: Var season_code created (163/173)\n", + "Rank 000: Var season_code data (163/173)\n", + "Rank 000: Var season_code completed (163/173)\n", + "Rank 000: Writing station_classification var (164/173)\n", + "Rank 000: Var station_classification created (164/173)\n", + "Rank 000: Var station_classification data (164/173)\n", + "Rank 000: Var station_classification completed (164/173)\n", + "Rank 000: Writing station_name var (165/173)\n", + "Rank 000: Var station_name created (165/173)\n", + "Rank 000: Var station_name data (165/173)\n", + "Rank 000: Var station_name completed (165/173)\n", + "Rank 000: Writing station_reference var (166/173)\n", + "Rank 000: Var station_reference created (166/173)\n", + "Rank 000: Var station_reference data (166/173)\n", + "Rank 000: Var station_reference completed (166/173)\n", + "Rank 000: Writing station_timezone var (167/173)\n", + "Rank 000: Var station_timezone created (167/173)\n", + "Rank 000: Var station_timezone data (167/173)\n", + "Rank 000: Var station_timezone completed (167/173)\n", + "Rank 000: Writing street_type var (168/173)\n", + "Rank 000: Var street_type created (168/173)\n", + "Rank 000: Var street_type data (168/173)\n", + "Rank 000: Var street_type completed (168/173)\n", + "Rank 000: Writing street_width var (169/173)\n", + "Rank 000: Var street_width created (169/173)\n", + "Rank 000: Var street_width data (169/173)\n", + "Rank 000: Var street_width completed (169/173)\n", + "Rank 000: Writing terrain var (170/173)\n", + "Rank 000: Var terrain created (170/173)\n", + "Rank 000: Var terrain data (170/173)\n", + "Rank 000: Var terrain completed (170/173)\n", + "Rank 000: Writing vertical_datum var (171/173)\n", + "Rank 000: Var vertical_datum created (171/173)\n", + "Rank 000: Var vertical_datum data (171/173)\n", + "Rank 000: Var vertical_datum completed (171/173)\n", + "Rank 000: Writing weekday_weekend_code var (172/173)\n", + "Rank 000: Var weekday_weekend_code created (172/173)\n", + "Rank 000: Var weekday_weekend_code data (172/173)\n", + "Rank 000: Var weekday_weekend_code completed (172/173)\n", + "Rank 000: Writing sconcso4_prefiltered_defaultqa var (173/173)\n", + "Rank 000: Var sconcso4_prefiltered_defaultqa created (173/173)\n", + "Rank 000: Var sconcso4_prefiltered_defaultqa data (173/173)\n", + "Rank 000: Var sconcso4_prefiltered_defaultqa completed (173/173)\n" ] } ], @@ -5069,7 +3980,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 26, @@ -5454,7 +4365,7 @@ " * time (time) datetime64[ns] ...\n", " * station (station) float64 ...\n", "Dimensions without coordinates: N_flag_codes, N_qa_codes\n", - "Data variables: (12/176)\n", + "Data variables: (12/177)\n", " flag (station, time, N_flag_codes) int64 ...\n", " qa (station, time, N_qa_codes) int64 ...\n", " ASTER_v3_altitude (station) float32 ...\n", @@ -5462,10 +4373,10 @@ " EDGAR_v4.3.2_annual_average_CO_emissions (station) float32 ...\n", " EDGAR_v4.3.2_annual_average_NH3_emissions (station) float32 ...\n", " ... ...\n", - " street_width (station) float32 ...\n", " terrain (station) object ...\n", " vertical_datum (station) object ...\n", " weekday_weekend_code (station, time) uint8 ...\n", + " sconcso4_prefiltered_defaultqa (station, time) float32 ...\n", " lat (station) float64 ...\n", " lon (station) float64 ...\n", "Attributes:\n", @@ -5475,7 +4386,7 @@ " creator_name: Dene R. Bowdalo\n", " creator_email: dene.bowdalo@bsc.es\n", " version: 1.4\n", - " Conventions: CF-1.7
  • title :
    Surface sulphate data in the EANET network in 2019-11.
    institution :
    Barcelona Supercomputing Center
    source :
    Surface observations
    creator_name :
    Dene R. Bowdalo
    creator_email :
    dene.bowdalo@bsc.es
    version :
    1.4
    Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -5641,7 +4566,7 @@ " * time (time) datetime64[ns] ...\n", " * station (station) float64 ...\n", "Dimensions without coordinates: N_flag_codes, N_qa_codes\n", - "Data variables: (12/176)\n", + "Data variables: (12/177)\n", " flag (station, time, N_flag_codes) int64 ...\n", " qa (station, time, N_qa_codes) int64 ...\n", " ASTER_v3_altitude (station) float32 ...\n", @@ -5649,10 +4574,10 @@ " EDGAR_v4.3.2_annual_average_CO_emissions (station) float32 ...\n", " EDGAR_v4.3.2_annual_average_NH3_emissions (station) float32 ...\n", " ... ...\n", - " street_width (station) float32 ...\n", " terrain (station) object ...\n", " vertical_datum (station) object ...\n", " weekday_weekend_code (station, time) uint8 ...\n", + " sconcso4_prefiltered_defaultqa (station, time) float32 ...\n", " lat (station) float64 ...\n", " lon (station) float64 ...\n", "Attributes:\n", @@ -5673,13 +4598,6 @@ "source": [ "xr.open_dataset('points_file_2.nc')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/Jupyter_notebooks/1.4-lcc_grids.ipynb b/Jupyter_notebooks/1.4-lcc_grids.ipynb index 3fc752c..91f50ce 100644 --- a/Jupyter_notebooks/1.4-lcc_grids.ipynb +++ b/Jupyter_notebooks/1.4-lcc_grids.ipynb @@ -410,7 +410,7 @@ " * lev (lev) float32 0.0\n", "Data variables:\n", " pm10 (time, lev, y, x) float32 ...\n", - " Lambert_conformal int32 -2147483647
    • pm10
      (time, lev, y, x)
      float32
      ...
      units :
      kgm-3
      grid_mapping :
      Lambert_conformal
      [9131712 values with dtype=float32]
    • Lambert_conformal
      ()
      int32
      ...
      grid_mapping_name :
      lambert_conformal_conic
      standard_parallel :
      43., 37.
      longitude_of_central_meridian :
      -3
      latitude_of_projection_origin :
      40
      array(-2147483647, dtype=int32)
    • " ], "text/plain": [ "\n", @@ -477,7 +477,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -1246,7 +1246,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -1631,7 +1631,7 @@ " pm10 (time, lev, y, x) float32 ...\n", " Lambert_conformal |S1 b''\n", "Attributes:\n", - " Conventions: CF-1.7
    • pm10
      (time, lev, y, x)
      float32
      ...
      units :
      kgm-3
      grid_mapping :
      Lambert_conformal
      [9131712 values with dtype=float32]
    • Lambert_conformal
      ()
      |S1
      ...
      grid_mapping_name :
      lambert_conformal_conic
      standard_parallel :
      43., 37.
      longitude_of_central_meridian :
      -3
      latitude_of_projection_origin :
      40
      array(b'', dtype='|S1')
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", diff --git a/Jupyter_notebooks/1.5-mercator_grids.ipynb b/Jupyter_notebooks/1.5-mercator_grids.ipynb index 41550e0..ad8cc7f 100644 --- a/Jupyter_notebooks/1.5-mercator_grids.ipynb +++ b/Jupyter_notebooks/1.5-mercator_grids.ipynb @@ -46,7 +46,7 @@ "metadata": {}, "outputs": [], "source": [ - "#xr.open_dataset(nc_path_1, decode_times=False).drop(['lat_bnds', 'lon_bnds']).to_netcdf('input/mercator_grid_example.nc')" + "# xr.open_dataset(nc_path_1, decode_times=False).drop(['lat_bnds', 'lon_bnds']).to_netcdf('input/mercator_grid_example.nc')" ] }, { @@ -419,7 +419,7 @@ "Data variables:\n", " var_aux (time, y, x) float32 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0\n", " mercator int32 -2147483647\n", - " cell_area (y, x) float32 1.316e+09 1.316e+09 ... 1.051e+09 1.051e+09
    • " ], "text/plain": [ "\n", @@ -498,17 +498,10 @@ "execution_count": 5, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'data': None, 'dimensions': (), 'grid_mapping_name': 'mercator', 'longitude_of_projection_origin': -18.0, 'standard_parallel': -1.5}\n" - ] - }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -878,7 +871,7 @@ " 'long_name': 'area of the grid cell',\n", " 'standard_name': 'cell_area',\n", " 'units': 'm2',\n", - " 'coordinates': 'lon lat'}}" + " 'coordinates': 'lat lon'}}" ] }, "execution_count": 13, @@ -931,17 +924,10 @@ "execution_count": 15, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'data': None, 'dimensions': (), 'grid_mapping_name': 'mercator', 'standard_parallel': -1.5, 'longitude_of_projection_origin': -18.0}\n" - ] - }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -1327,7 +1313,7 @@ " cell_area (time, lev, y, x) float32 1.316e+09 1.316e+09 ... 1.051e+09\n", " mercator |S1 b''\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", diff --git a/Jupyter_notebooks/2-create_nes.ipynb b/Jupyter_notebooks/2-create_nes.ipynb index 1a75c56..e69ddcb 100644 --- a/Jupyter_notebooks/2-create_nes.ipynb +++ b/Jupyter_notebooks/2-create_nes.ipynb @@ -431,7 +431,7 @@ "Data variables:\n", " crs |S1 b''\n", "Attributes:\n", - " Conventions: CF-1.7" + " Conventions: CF-1.7" ], "text/plain": [ "\n", @@ -871,13 +871,13 @@ " lon (rlat, rlon) float64 -22.18 -22.02 -21.85 ... 88.05 88.23\n", " rotated_pole |S1 b''\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -1147,9 +1147,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:402: UserWarning: WARNING!!! Different data types for variable station_codeInput dtype=, data dtype=object\n", + "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:411: UserWarning: WARNING!!! Different data types for variable station_codeInput dtype=, data dtype=object\n", " warnings.warn(msg)\n", - "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:402: UserWarning: WARNING!!! Different data types for variable area_classificationInput dtype=, data dtype=object\n", + "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:411: UserWarning: WARNING!!! Different data types for variable area_classificationInput dtype=, data dtype=object\n", " warnings.warn(msg)\n" ] } @@ -1528,7 +1528,7 @@ " lat (station) float64 41.38 41.73 41.57 ... 41.24 42.36\n", " lon (station) float64 2.086 1.839 2.015 ... 1.857 1.459\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -2150,7 +2150,7 @@ "metadata": {}, "outputs": [], "source": [ - "time = df_2['Estació'].iloc[2:].to_numpy()\n", + "times = df_2['Estació'].iloc[2:]\n", "lat = np.full(len(df_2.iloc[0].values[1:]), np.nan)\n", "lon = np.full(len(df_2.iloc[0].values[1:]), np.nan)\n", "metadata = {'station_name': {'data': df_2.columns.str.replace('PM10 ', '').str.replace('PM 10 ', '').to_numpy()[1:],\n", @@ -2171,7 +2171,7 @@ "outputs": [], "source": [ "points_grid = create_nes(comm=None, info=False, projection=None, parallel_method='X',\n", - " lat=lat, lon=lon, time=time)" + " lat=lat, lon=lon, times=times)" ] }, { @@ -2213,11 +2213,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:402: UserWarning: WARNING!!! Different data types for variable station_nameInput dtype=, data dtype=object\n", + "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:411: UserWarning: WARNING!!! Different data types for variable station_nameInput dtype=, data dtype=object\n", " warnings.warn(msg)\n", - "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:402: UserWarning: WARNING!!! Different data types for variable station_codeInput dtype=, data dtype=object\n", + "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:411: UserWarning: WARNING!!! Different data types for variable station_codeInput dtype=, data dtype=object\n", " warnings.warn(msg)\n", - "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:402: UserWarning: WARNING!!! Different data types for variable pm10Input dtype=, data dtype=object\n", + "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:411: UserWarning: WARNING!!! Different data types for variable pm10Input dtype=, data dtype=object\n", " warnings.warn(msg)\n" ] } @@ -2597,15 +2597,15 @@ " lat (station) float64 nan nan nan nan nan ... nan nan nan nan nan\n", " lon (station) float64 nan nan nan nan nan ... nan nan nan nan nan\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -3126,9 +3126,9 @@ " lon (y, x) float64 ...\n", " Lambert_conformal |S1 b''\n", "Attributes:\n", - " Conventions: CF-1.7" + " Conventions: CF-1.7" ], "text/plain": [ "\n", @@ -3199,6 +3199,436 @@ "source": [ "mercator_grid.to_netcdf('mercator_grid.nc', info=True)" ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset>\n",
+       "Dimensions:   (time: 1, lev: 1, y: 236, x: 210)\n",
+       "Coordinates:\n",
+       "  * time      (time) datetime64[ns] 1996-12-31\n",
+       "  * lev       (lev) float64 0.0\n",
+       "  * y         (y) float64 -5.382e+06 -5.332e+06 ... 6.318e+06 6.368e+06\n",
+       "  * x         (x) float64 -1.01e+05 -5.102e+04 -1.018e+03 ... 1.03e+07 1.035e+07\n",
+       "Data variables:\n",
+       "    lat       (y, x) float64 -43.52 -43.52 -43.52 -43.52 ... 49.6 49.6 49.6 49.6\n",
+       "    lon       (y, x) float64 -18.91 -18.46 -18.01 -17.56 ... 74.22 74.67 75.12\n",
+       "    mercator  |S1 b''\n",
+       "Attributes:\n",
+       "    Conventions:  CF-1.7
    " + ], + "text/plain": [ + "\n", + "Dimensions: (time: 1, lev: 1, y: 236, x: 210)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 1996-12-31\n", + " * lev (lev) float64 0.0\n", + " * y (y) float64 -5.382e+06 -5.332e+06 ... 6.318e+06 6.368e+06\n", + " * x (x) float64 -1.01e+05 -5.102e+04 -1.018e+03 ... 1.03e+07 1.035e+07\n", + "Data variables:\n", + " lat (y, x) float64 ...\n", + " lon (y, x) float64 ...\n", + " mercator |S1 ...\n", + "Attributes:\n", + " Conventions: CF-1.7" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xr.open_dataset('mercator_grid.nc')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/Jupyter_notebooks/2.1-create_nes_port.ipynb b/Jupyter_notebooks/2.1-create_nes_port.ipynb index 3ed3bc4..f409c1a 100644 --- a/Jupyter_notebooks/2.1-create_nes_port.ipynb +++ b/Jupyter_notebooks/2.1-create_nes_port.ipynb @@ -313,8 +313,8 @@ } ], "source": [ - "time = df_data.index.to_pydatetime()\n", - "time" + "times = df_data.index.to_pydatetime()\n", + "times" ] }, { @@ -380,7 +380,7 @@ "outputs": [], "source": [ "points_grid = create_nes(comm=None, info=False, projection=None, parallel_method='X',\n", - " lat=lat, lon=lon, time=time)" + " lat=lat, lon=lon, times=times)" ] }, { @@ -416,7 +416,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:402: UserWarning: WARNING!!! Different data types for variable station_nameInput dtype=, data dtype=object\n", + "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/points_nes.py:411: UserWarning: WARNING!!! Different data types for variable station_nameInput dtype=, data dtype=object\n", " warnings.warn(msg)\n" ] }, @@ -804,16 +804,16 @@ " lat (station) float64 41.37 41.32\n", " lon (station) float64 2.185 2.135\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -1104,7 +1104,7 @@ " station_name = np.array(station_names_S75).astype('S1')\n", " \n", " # Read time\n", - " time = current.index.to_pydatetime()\n", + " times = current.index.to_pydatetime()\n", " \n", " # Fill altitude with nans\n", " altitude = np.full(len(current.columns[2:4]), np.nan)\n", @@ -1127,7 +1127,7 @@ " \n", " # Create object\n", " points_grid = create_nes(comm=None, info=False, projection=None, parallel_method='X',\n", - " lat=lat, lon=lon, time=time)\n", + " lat=lat, lon=lon, times=times)\n", " \n", " # Assign metadata\n", " points_grid.variables = metadata\n", @@ -1510,16 +1510,16 @@ " lat (station) float64 41.37 41.32\n", " lon (station) float64 2.185 2.135\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -1548,7 +1548,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -1917,16 +1917,16 @@ " lat (station) float64 41.37 41.32\n", " lon (station) float64 2.185 2.135\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -1944,7 +1944,7 @@ " Conventions: CF-1.7" ] }, - "execution_count": 18, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } diff --git a/nes/create_nes.py b/nes/create_nes.py index 8add0fa..83e0f15 100644 --- a/nes/create_nes.py +++ b/nes/create_nes.py @@ -12,10 +12,17 @@ def create_nes(comm=None, info=False, projection=None, parallel_method='Y', bala comm = MPI.COMM_WORLD else: comm = comm + + # Create time array if times is None: units = 'days since 1996-12-31 00:00:00' calendar = 'standard' - times = num2date([0.], units=units, calendar=calendar) + times = num2date([0], units=units, calendar=calendar) + times = [aux.replace(second=0, microsecond=0) for aux in times] + else: + if not isinstance(times, list): + times = times.tolist() + # Check if the parameters that are required to create the object have been defined in kwargs kwargs_list = [] for name, value in kwargs.items(): diff --git a/nes/nc_projections/mercator_nes.py b/nes/nc_projections/mercator_nes.py index 278e204..6e34d50 100644 --- a/nes/nc_projections/mercator_nes.py +++ b/nes/nc_projections/mercator_nes.py @@ -138,7 +138,6 @@ class MercatorNes(Nes): else: projection = self.variables['mercator'] - print(projection) self.free_vars('mercator') return projection diff --git a/nes/nc_projections/points_nes.py b/nes/nc_projections/points_nes.py index 4759073..1b134c0 100644 --- a/nes/nc_projections/points_nes.py +++ b/nes/nc_projections/points_nes.py @@ -5,7 +5,7 @@ import warnings from copy import deepcopy import numpy as np -from netCDF4 import Dataset, date2num +from netCDF4 import Dataset, date2num, stringtochar from numpy.ma.core import MaskError from .default_nes import Nes @@ -359,10 +359,24 @@ class PointsNes(Nes): if self.variables is not None: for i, (var_name, var_dict) in enumerate(self.variables.items()): if var_dict['data'] is not None: - - # Set dimensions - if 'dimensions' in var_dict.keys(): + + # Get dimensions when reading datasets + if 'dimensions' in var_dict.keys(): + # Get dimensions var_dims = var_dict['dimensions'] + + # Convert list of strings to chars + try: + longest_str = max(var_dict['data'], key=len) + if hasattr(longest_str, '__len__'): + unicode_type = len(longest_str) + if var_dict['data'].dtype == np.dtype(' Date: Thu, 14 Jul 2022 15:49:26 +0200 Subject: [PATCH 2/2] Add Mercator example and add strlen arg --- .../input/mercator_grid_example.nc | Bin 0 -> 239115 bytes nes/create_nes.py | 5 +++-- 2 files changed, 3 insertions(+), 2 deletions(-) create mode 100644 Jupyter_notebooks/input/mercator_grid_example.nc diff --git a/Jupyter_notebooks/input/mercator_grid_example.nc b/Jupyter_notebooks/input/mercator_grid_example.nc new file mode 100644 index 0000000000000000000000000000000000000000..f3c3b0866b358adc9bb15f72f10d31a3c56d96e4 GIT binary patch literal 239115 zcmeEv2Vj&{_Wgv8#Lz`l1VzDu6cN$Tq!(pIx_}TPC6qt{BoqlCi--*=B8U(WkPfnl 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