A method for estimating the probability of glacial lake outburst floods based on logistic regression and geodetector: a case study of the Himalayan region
Sign Up to like & getrecommendations! Published in 2022 at "Earth Science Informatics"
DOI: 10.1007/s12145-021-00738-8
Abstract: Glacial lake is an important water resource. But glacial lake outburst floods (GLOFs) are destructive not only to property and infrastructure but also to people living in the regions. GLOFs prediction and risk evaluation are… read more here.
Keywords: lake; geodetector; glacial lake; lake outburst ... See more keywords
Landslide susceptibility mapping using hybrid random forest with GeoDetector and RFE for factor optimization
Sign Up to like & getrecommendations! Published in 2021 at "Geoscience frontiers"
DOI: 10.1016/j.gsf.2021.101211
Abstract: Abstract The present study aims to develop two hybrid models to optimize the factors and enhance the predictive ability of the landslide susceptibility models. For this, a landslide inventory map was created with 406 historical… read more here.
Keywords: factor optimization; rfe; factor; geodetector ... See more keywords
Quantifying the influences of land surface parameters on LST variations based on GeoDetector model in Syr Darya Basin, Central Asia
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Arid Environments"
DOI: 10.1016/j.jaridenv.2020.104415
Abstract: Abstract Spatiotemporal variability in the land surface energy flux is largely and comprehensively affected by many factors, including land surface temperature (LST), land coverage, soil characteristics, terrain conditions, etc. In contrast with other climatic zones,… read more here.
Keywords: geodetector; surface; syr darya; model ... See more keywords