Published February 6, 2026 | Version v1
Peer review Open

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

Authors/Creators

Description

# ChinaForestSOC-DSM — Forest Soil Organic Carbon Digital Soil Mapping (DSM)
# Short description
ChinaForestSOC-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".

 

 

Files

README.md

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Additional details

Dates

Available
2026-02-06

Software

Repository URL
https://github.com/cjz-ux/ChinaForestSOC-DSM
Programming language
R