Workflow of landslide susceptibility assessment.

<div><p>Landslides are frequent and hazardous geological disasters, posing significant risks to human safety and infrastructure. Accurate assessments of landslide susceptibility are crucial for risk management and mitigation. However, geological surveys of landslide areas are typically c...

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Main Author:	Ming-zhou Lv (21402593) (author)
Other Authors:	Kun-lun Li (21402596) (author), Jia-zeng Cai (21402599) (author), Jun Mao (1504273) (author), Jia-jun Gao (2099023) (author), Hui Xu (9203) (author)
Published:	2025
Subjects:	Biotechnology Science Policy Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> landslides shapley additive explanation providing valuable insights optimum model accuracy nine slope characteristics 325 slope units 27 %, 5 posing significant risks hazardous geological disasters landslide susceptibility based assessing landslide susceptibility 12 %, 1 using data balancing landslide susceptibility 78 %, significant impact geological surveys balanced using landslide sensitivity landslide areas zhejiang province typically conducted township scale township level tomek sampling tomek ). taiping township study proposes risk management results indicate random forest minor impact machine learning lowsample sizes influencing factors human safety cut slopes comparative analysis algorithm achieves accurate assessments 723 ).
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Workflow of landslide susceptibility assessment.

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