Concepedia

Modelling and mapping of soil erosion susceptibility using machine learning in a tropical hot sub-humid environment

Rakhohori Bag, Ismail Mondal, Mahroo Dehbozorgi, Subhra Pratim Bank, Dipendra Nath Das, Jatisankar Bandyopadhyay, Quoc Bao Pham, Ayad M. Fadhil Al‐Quraishi, Xuan Cuong Nguyen

Journal of Cleaner Production · 2022 · 74 citations · 70 references

DOI

Concepts

References

70

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 27.3K citations · Full text

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Revised Slope Length Factor for the Universal Soil Loss Equation

D. K. McCool, G. R. Foster, C. K. Mutchler et al. · Transactions of the ASAE · 1989 · 513 citations

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Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia

Ahmed M. Youssef, Hamid Reza Pourghasemi · Geoscience Frontiers · 2020 · 401 citations · Full text

Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion

Omid Rahmati, Nasser Tahmasebipour, Ali Haghizadeh et al. · Geomorphology · 2017 · 305 citations

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