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Environmental ScienceComputer ScienceEngineering

Flood Susceptibility Assessment in Bangladesh Using Machine Learning and Multi-criteria Decision Analysis

Mahfuzur Rahman, Ningsheng Chen, M. Islam, A. Dewan, J. Iqbal, R. M. A. Washakh, Shufeng Tian

2019.10.14Earth Systems and Environment

DOI: 10.1007/s41748-019-00123-y

tlooto Summary

This study offers a new opportunity to the relevant authority for planning and designing flood control measures by integrating statistical, machine learning, and multi-criteria decision analysis, including artificial neural network (ANN), logistic regression (LR), frequency ratio (FR), and analytical hierarchy process.

Abstract

Abstract is not available.

Citation format

RAHMAN, Mahfuzur, et al. Flood susceptibility assessment in bangladesh using machine learning and multi-criteria decision analysis. Earth Systems and Environment, 2019, 3: 585–601.