Soil, water and weather over the U.S. West (daily)
What it measures. Simulates daily land and water conditions across the western United States, including soil moisture, snow depth and snow water equivalent, evapotranspiration, soil temperature, and derived measures like groundwater recharge and anomalies, at a fine roughly-1 km grid.
How it's made. Generated by a land surface computer model (Noah-MP) driven by observed weather inputs, customized for western U.S. water management (a Level 4 modeled product, not a direct measurement).
How & where you'd use it. Used by water managers and planners in the western U.S. for drought assessment and water-resource decisions.
What's measured
Coverage & cadence
- Time span1979-01-02 → 2024-01-01
- Measured byNoah-MP-LSM (NOT APPLICABLE)
- Processing levelLevel 4
- Spatial extent-124.925, 25.065, -89.025, 52.925
- StatusCOMPLETE
What you can do with it
- Map air pollutants — NO₂, aerosols, ozone
- Track greenhouse gases and Earth's energy budget
- Feed weather and air-quality analysis
Official description
The Western Land Data Assimilation System (WLDAS), developed at Goddard Space Flight Center (GSFC) and funded by the NASA Western Water Applications Office, provides water managers and stakeholders in the western United States with a long-term record of near-surface hydrology for use in drought assessment and water resources planning. WLDAS leverages advanced capabilities in land surface modeling and data assimilation to furnish a system that is customized for stakeholders’ needs in the region. WLDAS uses NASA’s Land Information System (LIS) to configure and drive the Noah Multiparameterization (Noah-MP) Land Surface Model (LSM) version 3.6 to simulate land surface states and fluxes. WLDAS uses meteorological observables from the North American Land Data Assimilation System (NLDAS-2) including precipitation, incoming shortwave and longwave radiation, near surface air temperature, humidity, wind speed, and surface pressure along with parameters such as vegetation class, soil texture, and elevation as inputs to a model that simulates land surface energy and water budget processes. Outputs of the model include soil moisture, snow depth and snow water equivalent, evapotranspiration, soil temperature, as well as derived quantities such as groundwater recharge and anomalies of the state variables.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="WLDAS_NOAHMP001_DA1",
version="D1.0",
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 GES_DISC Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Access the data via the OPeNDAP protocol. USE SERVICE API
- Access the data via HTTPS. GET DATA
- README Document VIEW RELATED INFORMATION
- How to read and plot the data. VIEW RELATED INFORMATION
- GES DISC Hydrology Documentation VIEW RELATED INFORMATION
- Use the Earthdata Search to find and retrieve data sets across multiple data centers. GET DATA