ChinaForestSOC-DSM — Forest Soil Organic Carbon Digital Soil Mapping (DSM)

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Authors: jizhen Chen
Cited by: 0

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