Zhu Liang

A comparison of statistical and machine learning methods for debris flow susceptibility mapping

Zhu Liang, Changming Wang, Zhimin Zhang et al. · Stochastic Environmental Research and Risk Assessment · 2020 · 53 citations

Computing, Data Science, Machine Learning +8

Application and comparison of different ensemble learning machines combining with a novel sampling strategy for shallow landslide susceptibility mapping

Zhu Liang, Changming Wang, Kaleem Ullah Jan Khan · Stochastic Environmental Research and Risk Assessment · 2020 · 49 citations

Computing, Earth Sciences, Geological Engineering +14

Dryland ecosystem dynamic change and its drivers in Mediterranean region

Hongwei Zeng, Bingfang Wu, Miao Zhang et al. · Current Opinion in Environmental Sustainability · 2020 · 46 citations

Life Sciences, Ecology, Environmental Sciences +14

A Hybrid Model Consisting of Supervised and Unsupervised Learning for Landslide Susceptibility Mapping

Zhu Liang, Changming Wang, Zhijie Duan et al. · Remote Sensing · 2021 · 42 citations · Full text

Computing, Geoinformatics, Geological Engineering +14

Classification and susceptibility assessment of debris flow based on a semi-quantitative method combination of the fuzzy <i>C</i> -means algorithm, factor analysis and efficacy coefficient

Zhu Liang, Changming Wang, Songling Han et al. · Natural hazards and earth system sciences · 2020 · 38 citations · Full text

Computing, Earth Sciences, Geoinformatics +14