Comparative assessment of the flash-flood potential within small mountain catchments using bivariate statistics and their novel hybrid integration with machine learning models
Author:
Publisher
Elsevier BV
Subject
Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering
Reference97 articles.
1. A general maximum likelihood analysis of overdispersion in generalized linear models;Aitkin;Stat. Comput.,1996
2. Novel ensembles of COPRAS multi-criteria decision-making with logistic regression, boosted regression tree, and random forest for spatial prediction of gully erosion susceptibility;Arabameri;Total Environ. Sci.,2019
3. Characterising flash flood response to intense rainfall and impacts using historical information and gauged data in Britain;Archer;J. Flood Risk Manag.,2018
4. The quantitative estimation of the soil erosion using USLE type ROMSEM model: case-study-the Codrului ridge and Piedmont (Romania);Arghiuş;Carpathian J. Earth Environ. Sci.,2011
5. Random forests;Breiman;Mach. Learn.,2001
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