Soil Organic Carbon Response Meta-Analysis Dataset and XGBoost Models

This dataset supports a meta-analysis of soil organic carbon responses to environmental factors, includes tabular data for meta-analysis and input features for training XGBoost machine learning models. The subset provided enables reproduction of the analytical workflow.

Use Cases

• Train XGBoost models to predict SOC changes
• Perform meta-analysis on soil carbon response factors
• Validate machine learning approaches using environmental tabular data

Strengths

• Includes both meta-analysis data and model-ready features
• Subset sufficient for reproduce published workflow
• Publicly available on CC-BY license

Limitations

• Full dataset and additional materials pending publication
• Row count and column details unknown from metadata
• Requires download and inspection to assess completeness

Provenance

Source

figshare

Collection Method

Collected for meta-analysis and used in the study

Time Range

Not specified

Freshness

Last updated 2026-05-09 08:17:38 suggests recent curation

Geography

Data likely focuses on China given author affiliation and tags