Monthly changes in stored land water (GRACE, JPL)
What it measures. Shows month-to-month changes in the total amount of water stored on land, expressed as a change in equivalent water thickness. This bundles together soil moisture, snow, surface water, and groundwater.
How it's made. Derived at JPL from the GRACE and GRACE-FO satellites, which sense tiny changes in Earth's gravity caused by shifting water, then corrected and gridded into monthly maps.
How & where you'd use it. Used to track droughts, groundwater depletion, and flooding, and to understand where the planet is gaining or losing water over time.
What's measured
Coverage & cadence
- Time span2002-04-04 → 2017-10-18
- Measured byGRACE
- Processing levelLevel 3
- Spatial extent-180, -89.5, 180, 89.5
- FormatsnetCDF-4
- StatusCOMPLETE
What you can do with it
- Follow rainfall, floods and surface-water extent
- Track soil moisture and the onset of drought
- Monitor lakes, rivers and groundwater storage
Official description
The monthly land mass grids contain water mass anomalies given as equivalent water thickness derived from GRACE & GRACE-FO time-variable gravity observations during the specified timespan, and relative to the specified time-mean reference period. The Equivalent water thickness represents the total terrestrial water storage anomalies from soil moisture, snow, surface water (incl. rivers, lakes, reservoirs etc.), as well as groundwater and aquifers. A glacial isostatic adjustment (GIA) correction has been applied, and standard corrections for geocenter (degree-1), C20 (degree-20) and C30 (degree-30) are incorporated. Post-processing filters have been applied to reduce correlated errors. Version 04 (v04) of the terrestrial water storage data uses updated and consistent C20 and Geocenter corrections (i.e., Technical Notes TN-14 and TN-13), as well as an ellipsoidal correction to account for the non-spherical shape of the Earth when mapping gravity anomalies to surface mass change. Data grids are provided in ASCII/netCDF/GeoTIFF formats. For the RL06 version, all GRACE products in the ASCII format have adopted the YAML encoding header, which is in full compliance with the PODAAC metadata best practices.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="TELLUS_GRAC_L3_JPL_RL06_LND_v04",
version="RL06v04",
bounding_box=(-122.5, 37.2, -121.8, 37.9), # your area (W,S,E,N)
temporal=("2024-01-01", "2024-12-31"), # your dates
)
files = earthaccess.open(results) # stream straight from POCLOUD Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Data Use and Citation Guidelines VIEW RELATED INFORMATION
- NASA approved YAML encoding technical Note VIEW RELATED INFORMATION
- User guidance documentation for this dataset VIEW RELATED INFORMATION
- PODAAC GRACE Mission-Page VIEW RELATED INFORMATION
- GRACE monthly data integration range VIEW RELATED INFORMATION
- GRACE Project VIEW RELATED INFORMATION
- HTTPS endpoint for data browse and download GET DATA
- Browse granule search results in Earthdata Search GET DATA