학술논문

Aquarius Wind Speed Products: Algorithms and Validation
Document Type
Periodical
Source
IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 52(5):2920-2927 May, 2014
Subject
Geoscience
Signal Processing and Analysis
Wind speed
Radar measurements
Spaceborne radar
Sea surface
L-band
Rough surfaces
Aquarius
ocean winds
radar
remote sensing
scatterometery
Language
ISSN
0196-2892
1558-0644
Abstract
This paper introduces and validates the Aquarius scatterometer-only wind speed algorithm and the combined active passive (CAP) wind speed products. The scatterometer-only algorithm uses the co-polarized radar cross-section to determine the ocean surface wind speed with a maximum-likelihood estimator approach while the CAP algorithm uses both the scatterometer and radiometer channels to achieve a simultaneous ocean vector wind and sea surface salinity retrieval. We discuss complications in the speed retrieval due to the shape of the scatterometer model function at L-band and develop mitigation strategies. We find the performance of the Aquarius scatterometer-only wind speed is better than 1.00 $\hbox{ms}^{-1}$, with best performance for low wind speeds and increasing noise levels as the wind speed increases. The CAP wind speed product is significantly better than the scatterometer-only due to the inclusion of passive measurements and achieves 0.70 $\hbox{ms}^{-1}$ root-mean-square error.