Identification of Soil Texture Classes Under Vegetation Cover Based on Sentinel-2 Data With SVM and SHAP Techniques

Author:

Zhou Yanan1,Wu Wei2,Wang Huan1,Zhang Xin1,Yang Chao3,Liu Hongbin1ORCID

Affiliation:

1. College of Resources and Environment, Southwest University, Chongqing, China

2. College of Computer and Information Science, Southwest University, Chongqing, China

3. Chongqing Tobacco Science Institute, Southwest University, Chongqing, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Reference99 articles.

1. Unesco soil map of the world, revised legend, with corrections and updates;fao;World Soil Resour Rep,1988

2. Consistent individualized feature attribution for tree ensembles;lundberg,2018

3. A unified approach to interpreting model predictions;lundberg;Adv Neural Inf Process Syst,2017

4. Explainable extreme gradient boosting tree-based prediction of toluene, ethylbenzene and xylene wet deposition

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