Microwave glow of Earth's surface, twice daily (SMAP radiometer)
What it measures. Twice-daily maps of the natural microwave glow given off by Earth's surface, sharpened to finer detail. This brightness reveals clues about surface conditions like wetness and ice.
How it's made. Built from measurements by the radiometer on NASA's SMAP satellite, processed with a technique that enhances the resolution onto several grid sizes.
How & where you'd use it. A foundational measurement used to study soil moisture, snow, and ice, and to extend a long-term record matched to earlier microwave sensors.
What's measured
Coverage & cadence
- Time span2015-03-31 → 2022-12-31
- Measured bySMAP (SMAP L-BAND RADIOMETER)
- Processing levelLevel 3
- Spatial extent-180, -90, 180, 90
- FormatsnetCDF-4
- StatusCOMPLETE
What you can do with it
- Track deforestation, fire scars and land-cover change
- Monitor crop and vegetation health (NDVI/EVI)
- Map how built-up vs. green an area is over time
Official description
This data set contains twice-daily, enhanced-resolution brightness temperature data derived from the SMAP radiometer. Data are available on the Northern Hemisphere, Southern Hemisphere, Temperate, and Mid-Latitude (sub-set of Global) EASE-Grid 2.0 projections and on the 3 km, 3.125 km, 9 km, 25 km, and 36 km resolution grids. This data set applies the same SIR technique used to derive brightness temperatures from the SMMR, AMSR-E, and SSM/I-SSMIS sensors and is a companion product for the MEaSUREs Calibrated Enhanced-Resolution Passive Microwave Daily EASE-Grid 2.0 Brightness Temperature ESDR data set (DOI: 10.5067/MEASURES/CRYOSPHERE/NSIDC-0630.001).
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="NSIDC-0738",
version="2",
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 NSIDC_CPRD Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Search and order NASA Earth Science data using spatial and temporal filters. Reformatting, reprojecting, and subsetting options are available for some data sets. GET DATA
- Quickly download a few files using a web browser, or access data through a command-line utility such as WGET. GET DATA
- Search data by spatial and/or temporal ranges or file name. Choose from various download options, including a Python script. GET DATA
- A Python library to search and access NASA Earth science data with just a few lines of code GET DATA
- Find more data access options and help resources. VIEW RELATED INFORMATION
- SMAP Radiometer Twice-Daily rSIR-Enhanced EASE-Grid 2.0 Brightness Temperatures, Version 2 User Guide VIEW RELATED INFORMATION
- NSIDC-0738 rSIR_SMAP Algorithm Theoretical Basis Document Version 2 [2021] VIEW RELATED INFORMATION
- Special Report 21: The Effective Resolution of CETB Image Products VIEW RELATED INFORMATION