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Maia Powell edited this page Jul 14, 2023 · 12 revisions

Core Datasets

GRACE Data

  • Longname: JPL GRACE and GRACE-FO Mascon Ocean, Ice, and Hydrology Equivalent Water Height Coastal Resolution Improvement (CRI) Filtered Release 06.1 Version 03
  • Codename: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3
  • Path: Path: remoteData/GRACE_MASCON/data
  • Resolution:
    • Spatial: 0.5° x 0.5°
    • Temporal: Monthly
  • Variables: ['lwe_thickness', 'uncertainty', 'lat_bounds', 'lon_bounds', 'time_bounds', 'land_mask', 'scale_factor', 'mascon_ID']
    • Units, respectively: [cm, cm, degrees_north, degrees_east, N/A, binary, dimensionless, N/A]
  • Details:
    • Format -- netCDF-4
    • Version -- RL06.1Mv03
    • Processing Level -- 3
    • Start/Stop Date -- 2002-Apr-04 to Present
  • Resource: http://grace.jpl.nasa.gov/data/get-data/jpl_global_mascons/

GLDAS Data

  • Longname: GLDAS Noah Land Surface Model L4 monthly 0.25 x 0.25 degree V2.1
  • Codename: GLDAS_NOAH025_M
  • Path: remoteData/GLDAS/NOAH_monthly_L4/
  • Resolution:
    • Spatial: 0.25° x 0.25°
    • Temporal: Monthly
  • Variables: ['time_bnds', 'Swnet_tavg', 'Lwnet_tavg', 'Qle_tavg', 'Qh_tavg', 'Qg_tavg', 'Snowf_tavg', 'Rainf_tavg', 'Evap_tavg', 'Qs_acc', 'Qsb_acc', 'Qsm_acc', 'AvgSurfT_inst', 'Albedo_inst', 'SWE_inst', 'SnowDepth_inst', 'SoilMoi0_10cm_inst', 'SoilMoi10_40cm_inst', 'SoilMoi40_100cm_inst', 'SoilMoi100_200cm_inst', 'SoilTMP0_10cm_inst', 'SoilTMP10_40cm_inst', 'SoilTMP40_100cm_inst', 'SoilTMP100_200cm_inst', 'PotEvap_tavg', 'ECanop_tavg', 'Tveg_tavg', 'ESoil_tavg', 'RootMoist_inst', 'CanopInt_inst', 'Wind_f_inst', 'Rainf_f_tavg', 'Tair_f_inst', 'Qair_f_inst', 'Psurf_f_inst', 'SWdown_f_tavg', 'LWdown_f_tavg']
    • Units, respectively: ['N/A', 'W m-2', 'W m-2', 'W m-2', 'W m-2', 'W m-2', 'kg m-2 s-1', 'kg m-2 s-1', 'kg m-2 s-1', 'kg m-2', 'kg m-2', 'kg m-2', 'K', '%', 'kg m-2', 'm', 'kg m-2', 'kg m-2', 'kg m-2', 'kg m-2', 'K', 'K', 'K', 'K', 'W m-2', 'W m-2', 'W m-2', 'W m-2', 'kg m-2', 'kg m-2', 'm s-1', 'kg m-2 s-1', 'K', 'kg kg-1', 'Pa', 'W m-2', 'W m-2']
  • Details:
    • Format -- netCDF
    • Version -- 2.1
    • Start/Stop Date -- 2000-01-01 to 2023-03-31
  • Resource: https://hydro1.gesdisc.eosdis.nasa.gov/data/GLDAS/GLDAS_NOAH025_M.2.1/doc/README_GLDAS2.pdf

Groundwater Percentile Data

  • Longname: Groundwater and Soil Moisture Conditions from GRACE and GRACE-FO Data Assimilation L4 7-days 0.125 x 0.125 degree U.S. V4.0
  • Codename: GRACEDADM_CLSM0125US_7D
  • Path: remoteData/GRACE_7DAY/
  • Resolution:
    • Spatial: 0.125° x 0.125°
    • Temporal: 7-day
  • Variables: ['gws_inst', 'rtzsm_inst', 'sfsm_inst']
  • Units, respectively: ['percentile', 'percentile', 'percentile']
  • Details:
    • Format -- netCDF
    • Version -- 4.0
    • Start/Stop Date -- 2002-04-01 to 2023-03-05
  • Resource: https://hydro1.gesdisc.eosdis.nasa.gov/data/GRACEDA/GRACEDADM_CLSM0125US_7D.4.0/doc/README_GRACEDADM4.pdf

Processed Data

grace_df.csv

  • Shape: 10165658 rows x 5 columns
  • Size: 1006M
  • Description: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3 data read into DataFrame (NaN values removed) with added column for Point variable
  • Dataset: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3
  • Columns: ["time", "lat", "lon", "lwe_thickness", "point"]
  • Path: remoteData/CSV/

grace_crb_df.csv

  • Shape: 23146 rows x 5 columns
  • Size: 2.3M
  • Description: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3 data read into DataFrame (NaN values removed) with added column for Point variable, subsetted to include only points within the Colorado River Basin
  • Dataset: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3
  • Columns: ["time", "lat", "lon", "lwe_thickness", "point"]
  • Path: remoteData/CSV/

grace_crbstates_df.csv

  • Shape: 69764 rows x 5 columns
  • Size: 7.0M
  • Description: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3 data read into DataFrame (NaN values removed) with added column for Point variable, subsetted to include only points within the 7 states in the Colorado River Basin
  • Dataset: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3
  • Columns: ["time", "lat", "lon", "lwe_thickness", "point"]
  • Path: remoteData/CSV/

grace_crbtribalnations_df.csv

  • Shape: 3586 rows x 5 columns
  • Size: 360K
  • Description: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3 data read into DataFrame (NaN values removed) with added column for Point variable, subsetted to include only points within the 31 Tribal Nations within the Colorado River Basin
  • Dataset: TELLUS_GRAC-GRFO_MASCON_CRI_GRID_RL06.1_V3
  • Columns: ["time", "lat", "lon", "lwe_thickness", "point"]
  • Path: remoteData/CSV/

gldas_df.csv

  • Shape: ?
  • Size: 11G
  • Description: GLDAS_NOAH025_M data read into DataFrame (NaN values removed) with added column for Point variable
  • Dataset: GLDAS_NOAH025_M
  • Columns: ["time", "lat", "lon", "SWE_inst", "SoilMoi0_10cm_inst", "point"]
  • Path: remoteData/CSV/

gldas_crb_df.csv

  • Shape: 638352 rows x 6 columns
  • Size: 47M
  • Description: GLDAS_NOAH025_M data read into DataFrame (NaN values removed) with added column for Point variable, subsetted to include only points within the Colorado River Basin
  • Dataset: GLDAS_NOAH025_M
  • Columns: ["time", "lat", "lon", "SWE_inst", "SoilMoi0_10cm_inst", "point"]
  • Path: remoteData/CSV/
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