Ocean wind speed from GPS reflections (CYGNSS, 25 km)
What it measures. This reports ocean surface wind speed in 25 km grid cells along the satellite's measurement tracks. It tells you how fast the wind is blowing over the sea, including in strong-wind conditions like storms.
How it's made. It is derived from GPS-type signals reflecting off the ocean and picked up by instruments on the CYGNSS satellite constellation, then processed by NOAA into averaged, debiased wind speeds with quality flags and error estimates.
How & where you'd use it. Useful for monitoring ocean storms and hurricanes and improving weather forecasts, since the technique can see through heavy rain that blinds some other sensors.
What's measured
Coverage & cadence
- Time span2017-05-01 → ongoing
- Measured byCYGNSS (DDMI)
- Processing levelLevel 2
- Spatial extent-180, -40, 180, 40
- FormatsnetCDF-4
- 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 dataset contains the Version 1.2 NOAA CYGNSS Level 2 Science Wind Speed Product Version 1.2 which provides the time-tagged and geolocated average wind speed (m/s) in 25x25 kilometer grid cells along the measurement tracks from the Delay Doppler Mapping Instrument (DDMI) aboard the CYGNSS satellite constellation. This version corresponds to the second science-quality released through the PO.DAAC, as produced by NOAA/NESDIS using a specific geophysical model function (GMF version 1.0) and a track-wise debiasing algorithm as part of the wind speed retrieval process. The reported retrieval locations are determined by averaging the specular point locations falling within each 25 km grid cell. Version 1.2 includes four major updates compared to Version 1.1 ( https://doi.org/10.5067/CYGNN-22511 ), namely: 1) the inclusion of data associated to a spacecraft roll angle exceeding +/- 5 degrees; 2) an improved wind speed performance in the higher wind speed regime; 3) a full revision of the quality flags; 4) the inclusion of a wind speed retrieval error variable. Only one netCDF-4 data file is produced for each day (each file containing data from up to 8 unique CYGNSS spacecraft) with a latency of approximately 6 days (or better) from the last recorded measurement time. Formatting of the data variables and metadata designed to be consistent with the netCDF-4 formatting provided by the legacy CYGNSS mission Level 2 wind speed science data record (SDR).
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="CYGNSS_NOAA_L2_SWSP_25KM_V1.2",
version="1.2",
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
- Ruf, C., Asharaf, S., Balasubramaniam, R., Gleason, S., Lang, T., McKague, D., Twigg, D., and Waliser, D.. 2019. In-Orbit Performance of the Constellation of CYGNSS Hurricane Satellites. Bull. Amer. Meteor. Soc., 100, 2009 - 2023, https://doi.org/10.1175/BAMS-D-18-0337.1. VIEW RELATED INFORMATION
- CYGNSS Mission Page at University of Michigan VIEW RELATED INFORMATION
- CYGNSS data documentation and references provided and hosted by NOAA/NESDIS/STAR. VIEW RELATED INFORMATION
- Generic Data Readers VIEW RELATED INFORMATION
- Said, F., Jelenak, Z., Park, J., Soisuvarn, S., and Chang, P. S.. 2019. A Track-Wise Wind Retrieval Algorithm for the CYGNSS Mission. IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan. pp. 8711-8714. doi: 10.1109/IGARSS.2019.8898099 VIEW RELATED INFORMATION
- Ruf, C., Atlas, R., Chang, P., Clarizia, M., Garrison, J. Gleason, S., Katzberg, S., Jelenak, Z., Johnson, J., Majumdar, S., O'Brien, A., Posselt, D., Ridley, A., Rose, R., and Zavorotny, V.. 2015. New Ocean Winds Satellite Mission to Probe Hurricanes and Tropical Convection. Bull. Amer. Meteor. Soc., doi:10.1175/BAMS-D-14-00218.1. VIEW RELATED INFORMATION
- User Guide Compiled by the OSWT at NOAA-NESDIS-STAR VIEW RELATED INFORMATION