Data supporting the manuscript “Environmental controls on modelled wind erosion in the Tarim Basin: a SHAP-based diagnosis using CatBoost emulators”

Description

ThisThis dataset supports the manuscript “Environmental controls on modelled wind erosion in the Tarim Basin: a SHAP-based diagnosis using CatBoost emulators”. It includes the data used for model develo dftgedpment, SHAP-based interpretation, and the generation of the main results and figures. The files provide the key inputs, processed outputs, and supporting materials needed to understand and reproduce the analyses presented in the study.dataset supports the manuscript “Environmental controls on modelled wind erosion in the Tarim Basin: a SHAP-based diagnosis using CatBoost emulators”. It includes the data used for model development, SHAP-based interpretation, and the generation of the main results and figures. The files provide the key inputs, processed outputs, and supporting materials needed to understand and reproduce the analyses presented in the study.

Steps to reproduce

The dataset contains the key files used in the study. Users can inspect the uploaded files directly and follow the descriptions in the manuscript to understand the modelling and analysis workflow.dataset contains the key files used in the study. Users can inspect the uploaded files directly and follow the descriptions in the manuscript to understand the modelling and analysis workflow.

Categories

Funders

• Science and Technology Department of Xinjiang Uyghur Autonomous Region

  Xinjiang, Ürümqi

  Grant ID: No. 2024A03009-1
• National Natural Science Foundation of China

  Beijing, Beijing

  Grant ID: No. 42101012

Licence