Microwave brightness, sharpened, twice daily (SMAP)
What it measures. How much natural microwave energy different surfaces give off, expressed as a 'brightness temperature' - essentially how warm a surface looks to the sensor at microwave wavelengths. The data come twice a day at a sharpened, finer resolution than the standard product.
How it's made. Made by computationally reconstructing (sharpening) the standard SMAP radiometer measurements onto finer map grids, with versions for the polar regions and mid-latitudes.
How & where you'd use it. Useful for studying soil moisture, snow, ice, and other surface conditions, especially when researchers want more spatial detail than the standard SMAP grids provide.
What's measured
Coverage & cadence
- Time span2015-03-31 → ongoing
- Measured bySMAP (SMAP L-BAND RADIOMETER)
- Processing levelLevel 3
- Spatial extent-180, -90, 180, 90
- FormatsnetCDF-4
- StatusACTIVE
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 produced by image reconstruction of the standard SMAP product, SMAP L1B Radiometer Half-Orbit Time-Ordered Brightness Temperatures (SPL1BTB). Data are available in the Northern Hemisphere, Southern Hemisphere, Temperate, and Mid-Latitude (subset 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 is a companion product for the Calibrated Enhanced-Resolution Passive Microwave Daily EASE-Grid 2.0 Brightness Temperature ESDR data set. The same SIR technique is applied to derive brightness temperatures from the SMMR, AMSR-E, and SSM/I-SSMIS sensors as for that data set.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="NSIDC-0738",
version="3",
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 data by spatial and/or temporal ranges or file name. Choose from various download options, including a Python script. GET DATA
- 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
- 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 3 User Guide VIEW RELATED INFORMATION
- SMAP Twice-Daily rSIR-Enhanced EASE-Grid 2.0 Brightness Temperatures ATBD VIEW RELATED INFORMATION
- NSIDC-0738 rSIR_SMAP Algorithm Theoretical Basis Document Version 3 [2024] VIEW RELATED INFORMATION