Environmental Remote Sensing in Flooding Areas

Environmental Remote Sensing in Flooding Areas

A Case Study of Ayutthaya, Thailand

Saokarn, Apitach; Kamsing, Patcharin; Yomwan, Peera; Boonprong, Sornkitja; Xu, Min; Cao, Chunxiang

Springer Verlag, Singapore

12/2021

148

Mole

Inglês

9789811582042

15 a 20 dias

256

Descrição não disponível.
Geographical characteristics of Study area.- Datasets and data preparation.- Flooding identification by vegetation index.- Flood identification by Support Vector Machine (SVM).- Improved support vector machine classifier by Particle filter algorithm.- Flood related parameters affecting waterborne diseases.- Measure of Disease Risk.- Modeling Outbreak Risk based on Back Propagation Neural Network (BPNN) algorithm.- Application of surveillance communicable diseases risk using Expert system.- Conclusions.
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Flood Assessment;Remote Sensing;Epidemic Disease;Geographical Information System;Spatial Information Technology;remote sensing/photogrammetry