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Comprehensive evaluation framework for compost maturity with biochar amendment
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DOI：10.1016/j.biortech.2025.132970.png)
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Abstract
En 中文
• A robust framework for evaluating compost maturity was established. • Nonlinear models outperform linear ones in compost maturity prediction. • The R2 for the GB and ET models in predicting the C/N ratio and GI is 0.84 and 0.64. • SHAP identifies critical process parameters: moisture, temperature, and pH levels. • Integrated Maturity Score weights GI highest (47.62%), then C/N ratio (28.88%).
Keywords:
compost maturity
nonlinear models
SHAP analysis
integrated maturity score
critical process parameters
Journal
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9
Papers:
3.2W
Citations:
17.3W
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