Concepedia

Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

Jie Dou, Ali P. Yunus, Dieu Tien Bui, Abdelaziz Merghadi, Mehebub Sahana, Zhongfan Zhu, Chi-Wen Chen, Khabat Khosravi, Yong Yang, Binh Thai Pham

The Science of The Total Environment · 2019 · 600 citations · 56 references

DOI

Concepts

References

56

A physically based, variable contributing area model of basin hydrology

M. J. Kirkby, KJ Beven · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 1979 · 4K citations

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An assessment of the effectiveness of a random forest classifier for land-cover classification

Víctor Rodríguez‐Galiano, Bardan Ghimire, John Rogan et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 2.9K citations

, , +10

The rainfall intensity–duration control of shallow landslides and debris flows: an update

Fausto Guzzetti, Silvia Peruccacci, Mauro Rossi et al. · Landslides · 2007 · 1.6K citations

, , +14

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

Biswajeet Pradhan · Computers & Geosciences · 2012 · 1.2K citations

, , +17

Probabilistic landslide hazard assessment at the basin scale

Fausto Guzzetti, Paola Reichenbach, Mauro Cardinali et al. · Geomorphology · 2005 · 1.2K citations

, , +14