How wet the soil is (SMAP, 9 km)
What it measures. How wet the top layer of soil is, mapped at about 9-kilometer detail, along with the underlying microwave brightness temperature readings used to derive it.
How it's made. Derived from the SMAP satellite's microwave radiometer during its morning and evening passes, using a sharpening technique to squeeze maximum detail out of the raw signals before converting them to soil moisture.
How & where you'd use it. Supports drought and flood forecasting, agriculture and irrigation planning, and weather and climate prediction that depends on knowing how moist the land is.
What's measured
Coverage & cadence
- Time span2015-03-31 → ongoing
- Measured bySMAP (SMAP L-BAND RADIOMETER)
- Processing levelLevel 2
- Spatial extent-180, -85.044, 180, 90
- 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 enhanced Level-2 (L2) product contains calibrated, geolocated, brightness temperatures acquired by the Soil Moisture Active Passive (SMAP) radiometer during 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. This product is derived from SMAP Level-1B (L1B) interpolated antenna temperatures. Backus-Gilbert optimal interpolation techniques are used to extract maximum information from SMAP antenna temperatures and convert them to brightness temperatures, which are posted to the 9 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0) in a global cylindrical projection [available as the SPl1CTB_E product]. As of 2021, the data are also posted to the Northern Hemisphere EASE-Grid 2.0, an azimuthal equal-area projection. These 9-km brightness temperatures are then used to retrieve surface soil moisture posted on the 9-km grid [this SPL2SMP_E product].
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="SPL2SMP_E",
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 Enhanced L2 Radiometer Half-Orbit 9 km EASE-Grid Soil Moisture, Version 6 User Guide VIEW RELATED INFORMATION
- SPL2/3SMP/_E Algorithm Theoretical Basis Document [2021] VIEW RELATED INFORMATION
- SPL2SMP_E Product Specification Document [2021] VIEW RELATED INFORMATION