Total water vapor over the ocean, monthly (microwave)
What it measures. The total amount of water vapor in the air column over the world's oceans, averaged month by month. It also includes long-term averages, anomaly maps showing wetter or drier patches, and trends over time.
How it's made. Built by merging measurements from a long list of microwave radiometers flying on different satellites, carefully cross-calibrated so they read consistently, onto a 1-degree global grid.
How & where you'd use it. Useful for tracking how atmospheric moisture is changing over decades, studying the water cycle, and watching climate trends over the oceans.
What's measured
Coverage & cadence
- Time span1988-01-01 → ongoing
- Measured byAqua (AMSR-E) · DMSP 5D-2/F9 (SSM/I) · DMSP 5D-3/F17 (SSMIS) · DMSP 5D-2/F10 (SSM/I) · DMSP 5D-2/F15 (SSM/I) · DMSP 5D-2/F11 (SSM/I) · DMSP 5D-2/F14 (SSM/I) · GCOM-W1 (AMSR2) · CORIOLIS (WINDSAT) · DMSP 5D-3/F16 (SSMIS) · DMSP 5D-2/F12 (SSM/I) · DMSP 5D-2/F8 (SSM/I) · DMSP 5D-2/F13 (SSM/I)
- Processing levelLevel 3
- Spatial extent-180, -60, 180, 60
- FormatsnetCDF-4, netCDF-3
- StatusACTIVE
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 Remote Sensing Systems (RSS) Monthly 1-degree Microwave Total Precipitable Water (TPW) netCDF dataset V7R01 provides global total columnar water vapor values, or TPW, over ocean areas. This dataset contains monthly, 1-degree TPW means, a 12-month climatology made using 1988 to 2007 data, monthly anomaly maps, a trend map with associated global and tropical TPW time series and trends, and a time-latitude plot. The 1 degree TPW dataset is a merged ocean product constructed using version 7 (V7) passive microwave geophysical ocean products made publicly available by RSS (www.remss.com). TPW values for this dataset were acquired from the following satellite microwave radiometers: SSM/I F08 through F15, SSMIS F16 and F17, AMSR-E, AMSR-2, and WindSat. The radiometers used to construct this dataset were were inter-calibrated at the brightness temperature level, while the V7 ocean products were produced using a consistent processing methodology across sensors.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="rss1tpwnv7r01",
version="7R01",
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
- The guide document contains detailed information about the dataset VIEW RELATED INFORMATION
- TPW data description VIEW RELATED INFORMATION
- Ocean Algorithm for special sensor microwave/imager VIEW RELATED INFORMATION
- SSM/I Rain Retrievals within a Unified All-Weather Ocean Algorithm May 1, 1998 VIEW RELATED INFORMATION
- Algorithm Theoretical Basis Document (ATBD) Version 2 AMSR Ocean Algorithm VIEW RELATED INFORMATION
- Supplement 1 Algorithm Theoretical Basis Document for AMSR-E Ocean Algorithms VIEW RELATED INFORMATION
- Instructions for citing GHRC data VIEW RELATED INFORMATION