Flood Forecasting System Based on Integrated Big and Crowdsource Data by Using Machine Learning Techniques

• Published in: IEEE access Vol. 8; pp. 5885 - 5905
• Main Authors: Puttinaovarat, Supattra, Horkaew, Paramate
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Big Data; crowdsource; deep learning; Disaster management; Flood forecasting; Flood forecasting system; Floods; Forecasting; Geographical locations; Geospatial analysis; Hydrology; Machine learning; Property damage; Real-time systems

Flood is one of the most disruptive natural hazards, responsible for loss of lives and damage to properties. A number of cities are subject to monsoons influences and hence face the disaster almost every year. Early notification of flood incident could benefit the authorities and public to devise bo...