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
Study on the geographic distribution and influencing factors of Dai settlements in Yunnan based on geodetector
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DOI: 10.1038/s41598-024-59449-x
Abstract: The Dai people are primarily found in Yunnan Province, China, and have a long heritage there. The latest national census reports that Yunnan is home to 1,259,000 individuals of the Dai ethnic group. This study… read more here.
Keywords: distribution; dai settlements; settlements yunnan; geodetector ... See more keywords
Analysis of the spatial pattern and causes of ecological environmental quality in Myanmar based on the RSEI model and the Geodetector-GCCM method
Sign Up to like & getrecommendations! Published in 2025 at "Frontiers in Environmental Science"
DOI: 10.3389/fenvs.2025.1514008
Abstract: Facing the challenges brought about by global climate change and biodiversity loss, accurately assessing ecological environmental quality (EEQ), and its driving factors are crucial for formulating effective strategies for ecological protection and restoration. However, there… read more here.
Keywords: myanmar; ecological environmental; analysis; environmental quality ... See more keywords
Monitoring Vegetation Dynamics and Driving Forces in the Baijiu Golden Triangle Using Multi-Decadal Landsat NDVI and Geodetector Modeling
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DOI: 10.3390/land14051111
Abstract: The China Baijiu Golden Triangle (BGT) serves as the core production hub of China’s Baijiu industry, where the ecological environment plays a pivotal role in ensuring the industry’s sustainable development. However, urbanization, industrial expansion, and… read more here.
Keywords: golden triangle; baijiu golden; vegetation; geodetector ... See more keywords
Evaluating Ecological Vulnerability and Its Driving Mechanisms in the Dongting Lake Region from a Multi-Method Integrated Perspective: Based on Geodetector and Explainable Machine Learning
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DOI: 10.3390/land14071435
Abstract: This study focuses on the Dongting Lake region in China and evaluates ecological vulnerability using the Sensitivity–Resilience–Pressure (SRP) framework, integrated with Spatial Principal Component Analysis (SPCA) to calculate the Ecological Vulnerability Index (EVI). The EVI… read more here.
Keywords: vulnerability; driving mechanisms; dongting lake; geodetector ... See more keywords
Revealing Influencing Mechanisms and Spatial Pattern of Soil Cadmium Through Geodetector and Spatial Analysis
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DOI: 10.3390/land14101975
Abstract: Elucidating the dominant factors governing heavy metal accumulation and their spatial heterogeneity in soils is fundamental to implementing science-based environmental management protocols. In this study, a Geodetector model, spatial interpolation, bivariate local Moran’s I (BLMI),… read more here.
Keywords: spatial pattern; soil cadmium; analysis; soil ... See more keywords