Satellite altimeter wind speed estimation and tropical cyclone characterization using machine learning

• Main Author: Mohd. Sharoni, Syarawi Muhammad Husin
• Format: Thesis
• Language: English
• Published: 2022
• Subjects: G Geography (General)
• Online Access: http://eprints.utm.my/id/eprint/100129/1/SyarawiMuhammadHusniPFABU2022.pdf; http://eprints.utm.my/id/eprint/100129/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:150121

Sea surface wind speed (Uio) is one of the vital variables for tropical cyclone analysis in providing accurate wind intensity information to the warning center. However, rough sea state condition, has caused the U10 observations by buoy to become unreliable. Although satellite altimeter can measure...