Sea Surface Wind Speed Estimation From the Combination of Satellite Scatterometer and Radiometer Parameters

• Published in: Journal of geophysical research. Machine learning and computation Vol. 1; no. 3
• Main Authors: Xiang, Kunsheng, Zhou, Wu, Bao, Qingliu
• Format: Journal Article
• Language: English
• Published: 01.09.2024
• Subjects: combination of satellite scatterometer and radiometer; convolutional neural network regression; random forest; sea surface wind speed

Satellite research on global sea surface winds is crucial for understanding and monitoring the dynamics of earth's oceans, providing valuable insights into weather patterns, climate changes, and oceanographic processes. This study investigates the fusion of active (microwave scatterometer) and...