How salty the sea surface is, monthly (SMAP)
What it measures. How salty the surface of the ocean is, averaged into monthly maps, along with an estimate of the uncertainty in each value.
How it's made. Produced by Remote Sensing Systems from the SMAP satellite's microwave radiometer, which senses salinity from orbit, then mapped onto a regular grid as a validated monthly product.
How & where you'd use it. Helps track ocean salinity patterns tied to rainfall, evaporation, currents, and climate; version 6 corrects several known biases for a cleaner long-term record.
What's measured
Coverage & cadence
- Time span2015-04-01 → 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
- Watch sea-surface temperature and marine heatwaves
- Spot algal blooms and ocean-colour shifts
- Support fisheries and coastal monitoring
Official description
The RSS SMAP Level 3 Sea Surface Salinity Standard Mapped Image Monthly V6.0 Validated Dataset produced by the Remote Sensing Systems (RSS) and sponsored by the NASA Ocean Salinity Science Team, is a validated product that provides orbital/swath data on sea surface salinity (SSS) derived from the NASA's Soil Moisture Active Passive (SMAP) mission. The SMAP satellite was launched on 31 January 2015 with a near-polar orbit at an inclination of 98 degrees and an altitude of 685 km. It has an ascending node time of 6 pm and is sun-synchronous. With its 1000km swath, SMAP achieves global coverage in approximately 3 days, but has an exact orbit repeat cycle of 8 days. Malfunction of the SMAP scatterometer on 7 July, 2015, has necessitated the use of collocated wind speed, primarily from WindSat, for the surface roughness correction required for the surface salinity retrieval. The major changes in Version 6.0 from Version 5.0 are: (1) Removal of biases during the first few months of the SMAP mission that are related to the operation of the SMAP radar during that time. (2) Mitigation of biases that depend on the SMAP look angle. (3) Mitigation of salty biases at high Northern latitudes. (4) Revised sun-glint flag. The RSS SMAP L3 monthly product includes data for a range of parameters: derived sea surface salinity (SSS) with SSS-uncertainty, rain filtered SMAP sea surface salinity, collocated wind speed, data and ancillary reference surface salinity data from HYCOM. Each data file is available in netCDF-4 file format and is averaged over one-month time intervals with about 7-day latency (after the end of the averaging period). Data begins on April 1,2015 and is ongoing. Observations are global in extent with an approximate spatial resolution of 40KM. Note that while a SSS 40KM variable is also included in the product for most open ocean applications, The standard product of the SMAP Version 6.0 release is the smoothed salinity product with a spatial resolution of approximately 70 km.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="SMAP_RSS_L3_SSS_SMI_MONTHLY_V6",
version="6.0",
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 POCLOUD Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Data Use and Citation Guidelines VIEW RELATED INFORMATION
- Dynamically updated RSS webpage listing L2 files with missing ancillary data inputs VIEW RELATED INFORMATION
- SMAP-SSS V6.0 Technical Guide (ATBD, Validation Analysis, Product Format Specification) VIEW RELATED INFORMATION
- SMAP-SSS Project and Instrument Overview VIEW RELATED INFORMATION
- Dynamically updated RSS webpage listing L2 files with Bad Orbits VIEW RELATED INFORMATION
- Information on Data Outages & Known Issues VIEW RELATED INFORMATION
- NASA SMAP Mission Website VIEW RELATED INFORMATION
- Known issues README VIEW RELATED INFORMATION