Database of soil properties incorporating organic content from roots and soil organisms for regional slope stabilisation

Database of soil properties incorporating organic content from roots and soil organisms for regional slope stabilisation

Abstract The effectiveness of using vegetation to reinforce slopes is influenced by the soil and vegetation characteristics. Hence, this study pioneers the construction of an extensive soil database using random forest machine learning and ordinary kriging methods, focusing on the influence of plant...

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Main Authors: Yangyang Li, Saranya Rangarajan, Harianto Rahardjo, Yuanjie Shen, Abdul Halim Hamdany, Alfrendo Satyanaga, Eng Choon Leong, Swee Khian Wong, Chien Looi Wang, Huiling Kew, Tint Htoo Naing, Choon Hock Poh, Subhadip Ghosh
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Rooted soil database
Unsaturated soil
Slope stability
Machine learning
Online Access:https://doi.org/10.1038/s41598-025-85250-5
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