Abstract:Abstract. Accurate forecasts of hourly inundation depths are essential for inundation warning and mitigation during typhoons. In this paper, an effective forecasting model is proposed to yield 1-to 6-h leadtime inundation maps for early warning systems during typhoons. The proposed model based on Support Vector M achine (SVM ) is composed of two modules, point forecasting and spatial expansion. In the first module, the rainfall intensity, inundation depth, cumulative rainfall and forecasted inundation depths a… Show more
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