Identification of the key driving factors of flash flood based on different feature selection techniques coupled with random forest method-Reference-Cited by-同舟云学术

Identification of the key driving factors of flash flood based on different feature selection techniques coupled with random forest method

Published:2024-02 Issue: Volume:51 Page:101624
ISSN:2214-5818
Container-title:Journal of Hydrology: Regional Studies
language:en
Short-container-title:Journal of Hydrology: Regional Studies

Author:

Tan X.Z.,Li Y.,Wu X.X.,Dai C.,Zhang X.L.,Cai Y.P.

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Key Technologies Research and Development Program

Publisher

Elsevier BV

Subject

Earth and Planetary Sciences (miscellaneous),Water Science and Technology

Reference59 articles.

1. Flood risk assessment for urban water system in a changing climate using artificial neural network;Abdellatif;Nat. Hazards,2015

2. Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees;Abedi;Geocarto Int.,2022

3. Evaluation of watershed health using Fuzzy-ANP approach considering geo-environmental and topo-hydrological criteria;Alilou;J. Environ. Manag.,2019

4. Effect of river network geometry on flood frequency: a tale of two watersheds in Iowa;Ayalew;J. Hydrol. Eng.,2017

5. Unravelling past flash flood activity in a forested mountain catchment of the Spanish Central System;Ballesteros-Cánovas;J. Hydrol. Adv. Paleohydrol. Res. Appl.,2015

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