Landslide susceptibility prediction considering land use change and human activity: A case study under rapid urban expansion and afforestation in China

• Published in: The Science of the total environment Vol. 866; p. 161430
• Main Authors: Xiong, Hanxiang, Ma, Chuanming, Li, Minghong, Tan, Jiayao, Wang, Yuzhou
• Format: Journal Article
• Language: English
• Published: Netherlands Elsevier B.V 25.03.2023
• Subjects: Afforestation; case studies; China; environment; Human activity; humans; land policy; Land use change; Landslide susceptibility; landslides; model validation; prediction; Urban expansion; urbanization; China; ANN; LS; MLP-BAF; FN; Urban expansion; AHP; AUROC; FPR; FP; LUCC; SPI; WLC; MLP; OA; LSMZ; TPR; HMLP-LAFCn; MLP-LAF; MF; NFR; GD; LULC; AF; Land use change; BAF; ROC; TWI; HMLP-LAF; Afforestation; DEM; LAF; TOL; CTA; VIF; CTF; FTC; Human activity; GTA; NC; CTG; GTC; MCDA; FTG; GTF; TN; Landslide susceptibility; TP

China has been subject to rapid urban expansion and afforestation since the economic reform in 1978. However, the influence of land use and cover changes (LUCCs) and human activities on landslide occurrence is often ignored in landslide susceptibility mapping and zonation (LSMZ). In this study, Ensh...