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Multi-sensor Worldwide Ocean Winds Products

This SNWG solution combines wind retrievals from multiple sensors to generate gridded wind speed data approximately every 6 hours, providing near-surface wind observations over the global ocean.

Background

Observations of ocean surface winds are vital for marine navigation, for predicting hurricanes and other oceanic storms, and for scientific analysis and modeling of the ocean-atmosphere interface. They are also of increasing importance for offshore wind energy applications. The Satellite Needs Working Group (SNWG) 2022 assessment found that providing gridded, harmonized wind measurements near the ocean surface would support the needs of several agencies.

This solution will enable a new harmonized wind retrieval product suite combining wind retrievals from a variety of different instruments to generate gridded wind speed data every 6 hours: 

  • Satellite-based scatterometers: Advanced Scatterometer (ASCAT)-B/C, Scatterometer for Oceansat-3 (OCSAT-3)
  • Synthetic Aperture Radar (SAR) instruments: Sentinel-1, RADARSAT-2, NASA-Indian Space Research Organization (ISRO) Synthetic Aperture Radar (NISAR), Advanced Land Observing Satellite-4 (ALOS-4), Surface Water and Ocean Topography (SWOT), commercial SARs
  • Passive microwave radiometers: Compact Ocean Wind Vector Radiometer (COWVR), Global Precipitation Measurement (GPM) Microwave Imagery (GMI), Soil Moisture Active Passive (SMAP), Special Sensor Microwave Imager/Sounders (SSMISs), Advanced Microwave Scanning Radiometer (AMSR) 2/3 

Status: In Development

This solution is currently in development. Four preliminary Version 0 datasets were released in January 2026 for stakeholder feedback, including 1/8 and 1/64 degree resolutions for the nominal (5-sensor) and expanded input (7-sensor) formats. Operational Version 1 data is expected to be available in late 2027.

Solution Characteristics

ProductsMWOW, Version 0MWOW, Version 1MWOW, Version 2MWOW, Version 3MWOW, Version 3S
Product DescriptionExample product for agency feedback (limited access)Re-gridded data from sensors with existing wind productsRe-gridded/cross-calibrated data from sensor with existing wind productsRe-gridded/cross-calibrated data from sensor with existing wind productsWind stress and wind derivative products
Platforms
  • ALOS-4
  • COWVR-on-International Space Station (ISS)
  • Defense Meteorological Satellite Program (DMSP) F-17 
  • DMSP F-18
  • Global Change Observation Mission for Water (GCOM-W)
  • Global Observing SATellite for Greenhouse gases and Water cycle (GOSAT-GW)
  • GPM Core
  • Meteorological Operational satellite (Metop)-B
  • Metop-C
  • NISAR
  • OCSAT-3
  • RADARSAT-2
  • Sentinel-1 A
  • Sentinel-1 B
  • Sentinel-1 C
  • SMAP
  • SWOT
Input Sources2-3 scatterometers and 1 SAR3 scatterometers, 3 or more radiometers, 1 or more SARs3 scatterometers, 4 or more radiometers, 4 or more SARs3 scatterometers, 5 or more radiometers, 4 or more SARsMWOW, Version 3
Output VariablesWind speed, wind direction, wind stress magnitude and direction, derivatives of wind velocity and wind stress
Processing Level33333
Temporal CoverageJanuary 2023 - August 2027January 2023 - August 2029January 2023 - May 2030January 2023 - May 2030January 2023 - May 2030
Temporal Frequency6 hours6 hours6 hours6 hours6 hours
LatencyComplete product ~2 days

Quick product: ~6 hours

Complete product: ~2 days

Quick product: ~6 hours

Complete product: ~2 days

Quick product: ~6 hours

Complete product: ~2 days

Quick product: ~6 hours

Complete product: ~2 days

Spatial CoverageGlobalGlobalGlobalGlobalGlobal
Spatial Resolution

1/8 degree (14 km) for scatterometer/radiometer winds

1/64 degree (2 km) for SAR

1/8 degree (14 km) for scatterometer/radiometer winds

1/64 degree (2 km) for SAR

1/8 degree (14 km) for scatterometer/radiometer winds

1/64 degree (2 km) for SAR

1/8 degree (14 km) for scatterometer/radiometer winds

1/64 degree (2 km) for SAR

1/8 degree (14 km) for scatterometer/radiometer winds

1/64 degree (2 km) for SAR

Data FormatNetCDFNetCDFNetCDFNetCDFNetCDF

Societal Impact

This multi-instrument, satellite-based combined product will greatly increase the spatial coverage and temporal resolution of ocean surface wind measurements as compared to existing, instrument-specific orbital data. It also will provide analysis-ready data from a single source with a common format and grid. The new product will have two important characteristics: 

  • A better characterization of the uncertainty from the stand-alone, instrument-specific wind retrievals, and
  • A unified set of wind speed estimates that harmonize the retrievals from the different instruments, providing an instrument-agnostic estimate of the wind-speed. 

Improved insights and unification will bolster forecasting and modeling efforts — such as for the detection of marine hazards like hurricanes — allowing for faster and more accurate disaster preparedness and response.

Solution Resources

Need help using this solution? Visit the following resources to access and learn more about the MWOW, Version 0 products: