SPL4SMGP.005_3-hourly_data_2015

  1. main
  2. obs
  3. gridded
  4. land
  5. soil_moisture
  6. smap_l4
  7. smap_l4_3-hourly
  8. smap_l4_3-hourly_2015
  9. SPL4SMGP.005_3-hourly_data_2015

Load in Python

from intake import open_catalog

cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/SPL4SMGP.005_3-hourly_data_2015.yaml")
ds=cat.netcdf.read()

Metadata

title SPL4SMGP.005_3-hourly_data_2015
location /shared/land/SMAP/SPL4SMGP.005/3-hourly
tags SMAP,soil_moisture,analysis,level_4
catalog_dir https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/SPL4SMGP.005_3-hourly_data_2015.yaml
last updated 2022-03-09

Dataset Contents

<xarray.Dataset>
Dimensions:                            (interval: 2200, x: 3856, y: 1624)
Dimensions without coordinates: interval, x, y
Data variables:
    baseflow_flux                      (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    heat_flux_ground                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    heat_flux_latent                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    heat_flux_sensible                 (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    height_lowatmmodlay                (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    land_evapotranspiration_flux       (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    land_fraction_saturated            (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    land_fraction_snow_covered         (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    land_fraction_unsaturated          (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    land_fraction_wilting              (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    leaf_area_index                    (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    net_downward_longwave_flux         (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    net_downward_shortwave_flux        (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    overland_runoff_flux               (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    precipitation_total_surface_flux   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    radiation_longwave_absorbed_flux   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    radiation_shortwave_downward_flux  (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    sm_profile                         (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    sm_profile_pctl                    (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    sm_profile_wetness                 (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    sm_rootzone                        (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    sm_rootzone_pctl                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    sm_rootzone_wetness                (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    sm_surface                         (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    sm_surface_wetness                 (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    snow_depth                         (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    snow_mass                          (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    snow_melt_flux                     (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    snowfall_surface_flux              (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    soil_temp_layer1                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    soil_temp_layer2                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    soil_temp_layer3                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    soil_temp_layer4                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    soil_temp_layer5                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    soil_temp_layer6                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    soil_water_infiltration_flux       (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    specific_humidity_lowatmmodlay     (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    surface_pressure                   (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    surface_temp                       (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    temp_lowatmmodlay                  (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    vegetation_greenness_fraction      (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>
    windspeed_lowatmmodlay             (interval, y, x) float32 dask.array<chunksize=(1, 1624, 3856), meta=np.ndarray>