Review of big-data and AI application in typhoon-related disaster risk early warning in Typhoon Committee region

Author:

Liu Jinping,Lee Jeonghye,Zhou Ruide

Publisher

Elsevier BV

Subject

Atmospheric Science,Computers in Earth Sciences,Safety Research,Modeling and Simulation,Global and Planetary Change

Reference33 articles.

1. A review on applications of big data for disaster management;Arslan,2017

2. Hurricane Weather Research and Forecasting (HWRF) Model: 2018 Scientific Documentation;Biswas,2018

3. A support vector machine forecasting model for typhoon flood inundation mapping and early flood warning systems, 7-9;Chang;Water,2018

4. Building ANN-Based Regional Multi-Step-Ahead Flood Inundation Forecast Models, 6-10. Water 2018, Special Issue: Flood Forecasting Using Machine Learning Methods;Chang,2018

5. Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance;Chang;Nat. Commun.,2020

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