Comparative assessment of the flash-flood potential within small mountain catchments using bivariate statistics and their novel hybrid integration with machine learning models

  • Romulus Costache
  • , Haoyuan Hong
  • , Quoc Bao Pham

Publications: Contribution to journalArticlePeer Reviewed

Original languageEnglish
Article number134514
Number of pages18
JournalScience of the Total Environment
Volume711
DOIs
Publication statusPublished - 1 Apr 2020

Austrian Fields of Science 2012

  • 105403 Geoinformatics

Keywords

  • Flash-flood potential index
  • Basca Chiojdului catchment
  • Statistical index
  • Machine learning models
  • Ensemble models
  • SUPPORT VECTOR MACHINE
  • LANDSLIDE SUSCEPTIBILITY
  • LOGISTIC-REGRESSION
  • SPATIAL PREDICTION
  • RIVER CATCHMENT
  • DECISION TREE
  • RANDOM FOREST
  • FREQUENCY RATIO
  • INDEX
  • COUNTY
  • Bâsca Chiojdului catchment

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