Development of Stacked Long Short-Term Memory Neural Networks with Numerical Solutions for Wind Velocity Predictions

Table 1

Typhoons affecting the study area from 2000 to 2017 (29 incidents).

Year	Typhoon	Period (UTC)
2000	Kai-Tak	6–10 Jul
2001	Toraji	28–31 Jul
2001	Nari	10–20 Sep
2002	Nakri	9–11 Jul
2004	Mindulle	29 Jun–3 Jul
2004	Aere	23–26 Aug
2004	Haima	12-13 Sep
2004	Nock-Ten	24–26 Oct
2005	Haitang	17–19 Jul
2005	Longwang	1-2 Oct
2006	Bilis	12–14 Jul
2007	Sepat	16–19 Aug
2007	Krosa	5–8 Oct
2008	Kalmaegi	16–19 Jul
2008	Fung-Wong	27–29 Jul
2008	Sinlaku	10–16 Sep
2008	Jangmi	27–30 Sep
2009	Morakot	6–9 Aug
2010	Namtheun	30-31 Aug
2012	Saola	30 Jul–3 Aug
2013	Soulik	10–14 Jul
2013	Trami	16–22 Aug
2013	Kong-Rey	27–30 Aug
2014	Matmo	21–23 Jul
2014	Fung-Wong	19–22 Sep
2015	Soudelor	6–9 Aug
2015	Dujuan	25–29 Sep
2016	Megi	25–28 Sep
2017	Nesat	26–30 Jul