River basin flood prediction using support vector machines

• Main Authors: Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sitawit Suteepohnwiroj, Jonglak Pahasha, Kittichai Wantanajittikul
• 格式: Conference Proceeding
• 出版: 2018
• 主題: Computer Science
• 在線閱讀: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=56349114505&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/60282
• 機構: Chiang Mai University

This paper presents a river flood prediction technique using support vector machine (SVM). We investigated the 2-year data covering 2005 and 2006 and 7 crucial river floods that occurred in the downtown of Chiang Mai, Thailand. Past and current river levels of the 3 gauging stations are utilized as...