Raw microwave brightness readings (SMAP)
What it measures. Raw, calibrated microwave brightness temperature readings (how warm the surface looks to a microwave sensor), tied to specific spots on Earth and ordered in time, with stray and erroneous signals removed.
How it's made. Produced directly from the SMAP satellite's passive microwave radiometer at an early processing stage, with corrections applied to reference the readings to the surface.
How & where you'd use it. A building-block input mainly used to generate higher-level products like soil moisture maps, rather than something most people use on its own.
What's measured
Coverage & cadence
- Time span2015-03-31 → ongoing
- Measured bySMAP (SMAP L-BAND RADIOMETER)
- Processing levelLevel 1B
- Spatial extent-180, -86.4, 180, 86.4
- FormatsHDF5
- 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 Level-1B (L1B) product provides calibrated estimates of time-ordered geolocated brightness temperatures measured by the Soil Moisture Active Passive (SMAP) passive microwave radiometer. SMAP L-band brightness temperatures are referenced to the Earth's surface with undesired and erroneous radiometric sources removed.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="SPL1BTB",
version="006",
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 L1B Radiometer Half-Orbit Time-Ordered Brightness Temperatures, Version 6 User Guide VIEW RELATED INFORMATION
- SPL1AP/SPL1BTB Algorithm Theoretical Basis Document [2021] VIEW RELATED INFORMATION