Title :
Automated typhoon identification from quikscat wind data
Author :
Juhong Zou ; Lin, Mingsen ; Xie, Xuetong ; Lang, Shuyang ; Cui, Songxue
Author_Institution :
Nat. Satellite Ocean Applic. Sevice, Beijing, China
Abstract :
An automated typhoon identification algorithm using QuikSCAT wind data is developed. The histogram features of the wind speed and wind direction of typhoon is used for a coarse identification, and then a more precise identification which makes use of the circulation property of typhoon is applied to the wind data which can pass the coarse identification, so that the typhoon observed by QuikSCAT can be identified automatically. As an example, the identification method is applied to identify typhoon Morakat 2009 from a sequence of QuikSCAT wind data distributed by PO.DACC, the results show that the typhoon can be correctly identified with our method, which demonstrates the feasibility and usefulness of our method.
Keywords :
atmospheric techniques; remote sensing; storms; wind; AD 2009 08 03 to 08; Morakat typhoon; PO.DACC data; QuikSCAT wind data; automated typhoon identification; circulation property; coarse identification; histogram features; wind direction; wind speed; Feature extraction; Histograms; Satellites; Typhoons; Wind speed; QuikSCAT; Typhoon; automated identification;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5652362