Satellite rainfall maps checked against floods (IFloodS campaign)
What it measures. Hourly maps of how hard it was raining around the world during spring 2013, expressed as rainfall rate. It was gathered to support a flood-study field campaign in Iowa.
How it's made. Produced by the GSMaP project, which blends microwave readings from several satellites with infrared data from weather satellites to estimate rainfall.
How & where you'd use it. Used to study floods and to check how well satellite rainfall estimates match what actually happened on the ground during the IFloodS campaign.
What's measured
Coverage & cadence
- Time span2013-04-22 → 2013-06-30
- Measured byMETOP-B (AMSU-B) · METOP-A (AMSU-A) · NOAA-16 (AMSU-B) · DMSP (SSMIS) · TRMM (PR, TMI) · NOAA-15 (AMSU-B) · GCOM-W1 (AMSR2) · GPM (GMI)
- Processing levelLevel 4
- Spatial extent-179.95, -59.95, 179.95, 59.95
- FormatsnetCDF-4, Binary
- StatusCOMPLETE
What you can do with it
- Map air pollutants — NO₂, aerosols, ozone
- Track greenhouse gases and Earth's energy budget
- Feed weather and air-quality analysis
Official description
The GPM Ground Validation Global Satellite Mapping of Precipitation (GSMaP) IFloodS dataset consists of rainfall rate estimates from the GSMaP project. The GSMaP global rain rate maps are derived by a collection of algorithms that utilize microwave (MW) radiometer data and geostationary Infrared (IR) data. The GSMaP Precipitation data product is provided on a 0.1 degree spatial resolution every hour and was made available for use during the Global Precipitation Measurement (GPM) Ground Validation Iowa Flood Studies (IFloodS) field campaign. These data are available in netCDF-4 and binary formats from April 22, 2013 through June 30, 2013. The near real-time GSMaP data can be obtained from the JAXA GSMaP web page.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="gpmgsmapjifld",
version="1",
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 GHRC_DAAC Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Earthdata Search allows users to search, discover, visualize, refine, and access NASA Earth Observation data. GET DATA
- Near Real-Time GSMaP Data VIEW RELATED INFORMATION
- IFloodS Field Campaign DOI VIEW RELATED INFORMATION
- The guide document contains detailed information about the dataset VIEW RELATED INFORMATION
- GSMaP Passive Microwave Precipitation Retrieval Algorithm: Algorithm Description and Validation VIEW RELATED INFORMATION
- Evaluation of Global Satellite Mapping of Precipitation Project Daily Precipitation Estimates over the Chinese Mainland VIEW RELATED INFORMATION
- Accuracy Assessment of Global Satellite Mapping of Precipitation (GSMaP) Product over Poyang Lake Basin, China VIEW RELATED INFORMATION
- The GSMaP Precipitation Retrieval Algorithm for Microwave Sounders - Part 1: Over-Ocean Algorithm VIEW RELATED INFORMATION