Where Earth's water mass shifts, gridded (GRACE)
What it measures. Monthly global maps of where water mass is shifting around the planet, shown as how much the local water 'height' rises or falls compared to a long-term average. The same data covers oceans, ice, and land water.
How it's made. Derived from the GRACE and GRACE-FO satellites sensing tiny changes in Earth's gravity, processed at JPL using a method that builds the map from many small mass blocks rather than smoothed global math, delivered as a netCDF grid.
How & where you'd use it. Used to study melting ice, groundwater and drought, and ocean changes. The data doesn't separate land from ocean signal near coastlines, so it's aimed at users who'll handle that themselves.
What's measured
Coverage & cadence
- Time span2002-04-04 → ongoing
- Measured byGRACE-FO (GRACE-FO MWI, GRACE-FO LRI, GRACE-FO ACC, GRACE-FO SCA) · GRACE (KBR, GRACE LRR, GRACE ACC, GRACE SCA)
- Processing levelLevel 3
- Spatial extent-180, -90, 180, 90
- FormatsnetCDF-4
- StatusACTIVE
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
This dataset contains gridded monthly global water storage/height anomalies relative to a time-mean, derived from GRACE and GRACE-FO and processed at JPL using the Mascon approach (RL06.3Mv04). These data are provided in a single data file in netCDF format, and can be used for analysis for ocean, ice, and hydrology phenomena. The data are provided in a single data file in netCDF format, with water storage/height anomalies in equivalent water thickness units (cm). The data are derived from solving for monthly gravity field variations on geolocated spherical cap mass concentration functions, rather than global spherical harmonic coefficients. Additionally, realistic geophysical information is introduced during the computation to intrinsically remove correlated errors. Thus, these Mascon grids do not need to be de-correlated or smoothed, like traditional spherical harmonic gravity solutions. The complete Mascon solution consists of 4,551 independent estimates of surface mass change that have been derived using an equal-area 3-degree grid of individual mascons. Please note that this dataset does not correct for leakage errors across coastlines; it is therefore recommended only for users who want to apply their own algorithm to separate between land and ocean mass very near coastlines. This RL06.3Mv04 is an updated version of the previous Tellus JPL Mascon RL06.1Mv03. For more information, please visit https://grace.jpl.nasa.gov/data/get-data/jpl_global_mascons/. For a detailed description on the Mascon processing, including the mathematical derivation, implementation of geophysical constraints, and validation, please see Watkins et al., 2015, doi: 10.1002/2014JB011547. This product is intended for expert use only; other users are encouraged to use the CRI-filtered Mascon dataset, which is available here: https://podaac.jpl.nasa.gov/dataset/TELLUS_GRAC-GRFO_MASCON_GRID_RL06.3_V4.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="TELLUS_GRAC-GRFO_MASCON_GRID_RL06.3_V4",
version="RL06.3Mv04",
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
- Python script of converting netCDF4 to GeoTIFF VIEW RELATED INFORMATION
- PODAAC's GRACE-FO Project-Page VIEW RELATED INFORMATION
- Additional resource and information site for the Global Mascon datasets. This includes update announcements, user feedback page, and FAQ's. VIEW RELATED INFORMATION
- PODAAC's GRACE Project-Page VIEW RELATED INFORMATION
- HTTPS endpoint for data browse and download GET DATA
- Browse granule search results in Earthdata Search GET DATA
- Page that includes all GRACE-FO Documentation and Technical Notes VIEW RELATED INFORMATION