An edge intelligence empowered flooding process prediction using Internet of things in smart city

• Published in: Journal of parallel and distributed computing Vol. 165; pp. 66 - 78
• Main Authors: Chen, Chen, Jiang, Jiange, Zhou, Yang, Lv, Ning, Liang, Xiaoxu, Wan, Shaohua
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.07.2022
• Subjects: Attention mechanism; Flood forecasting; GRU neural network; Internet of things; Smart city; R2; LSTM; A-BiLSTM; A-LSTM; A-BiGRU; GRU; RMSE; Flood forecasting; BiLSTM; Smart city; IoT; BiGRU; Attention mechanism; Internet of things; RNN; RE; A-GRU; GRU neural network; IDW

Floods result in substantial damage throughout the world every year. Accurate predictions of floods can significantly alleviate casualties and property losses. However, due to the complexity of hydrology process especially in a city with complicated pipe network, the accuracy of traditional flood fo...