Advances in Meteorology / 2015 / Article / Tab 1 / Research Article
Using Artificial Intelligence to Retrieve the Optimal Parameters and Structures of Adaptive Network-Based Fuzzy Inference System for Typhoon Precipitation Forecast Modeling Table 1 The adopted typhoon events among training, validation, and testing stage.
ā Typhoon name Time period of typhoon warning Total precipitation (mm) Data number Total data number Training Utor 2001/07/03~2001/07/05 92 46 804 Toraji 2001/07/28~2001/07/31 51 75 Lekima 2001/09/24~2001/09/28 167 91 Haiyan 2001/10/15~2001/10/16 150 27 Sinlaku 2002/09/05~2002/09/08 355 73 Haitang 2005/07/16~2005/07/20 399 75 Matsa 2005/08/04~2005/08/06 1271 54 Talim 2005/08/30~2005/09/01 328 51 Khanun 2005/09/10~2005/09/11 132 27 Sepat 2007/08/16~2007/08/19 218 66 Wipha 2007/09/17~2007/09/19 504 42 Krosa 2007/10/05~2007/10/07 709 63 Fung-Wong 2008/07/27~2008/07/29 120 57 Jangmi 2008/09/27~2008/09/29 249 57 Validation Nari 2001/09/15~2001/09/19 937 111 421 Dujuan 2003/08/31~2003/09/02 80 42 Rananim 2004/08/11~2004/08/12 424 36 Aere 2004/08/23~2004/08/26 1559 69 Nock-Ten 2004/10/24~2004/10/25 286 42 Nanmadol 2004/12/03~2004/12/04 115 24 Longwang 2005/10/01~2005/10/03 172 51 Kalmaegi 2008/07/17~2008/07/18 67 46 Testing Mindulle 2004/06/29~2004/07/02 74 72 252 Sinlaku 2008/09/12~2008/09/15 1084 87 Morakot 2009/08/06~2009/08/10 493 93