ChinaForestSOC-DSM — Forest Soil Organic Carbon Digital Soil Mapping (DSM)
Abstract
# ChinaForestSOC-DSM — Forest Soil Organic Carbon Digital Soil Mapping (DSM)# Short descriptionChinaForestSOC-DSM is an R-based reproducible pipeline for mapping forest soil organic carbon (SOC) across China using sample-based Quantile Random Forest (QRF). The repository provides scripts for: (1) forward recursive feature selection (FRFS), (2) hyperparameter tuning and model training, (3) variable importance calculation and plotting, and (4) block-wise raster prediction and mosaic. The pipeline is parameterized via a central `config.yml` and aims to be clear and reproducible for reviewers. The code will be updated at "https://github.com/cjz-ux/ChinaForestSOC-DSM".
Fields of Study & Subjects
Soil Geostatistics and Mapping
Soil Carbon and Nitrogen Dynamics
Plant Ecology and Soil Science
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 6 February 2026
- Language
- EN