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Study on fixation mechanism of soil available nutrients and optimization of production process of nutrient-rich biochar based on XGBoost machine learning prediction model

Crossref DOI link: https://doi.org/10.1007/s42823-025-00959-7

Published Online: 2025-08-11

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Lu, Jikai

Wang, Bing

Ogino, Kenji

Si, Hongyu

Li, Yan
Funding

Funding for this research was provided by:

Shandong Province Science and Technology-based Small and Medium-sized Enterprises Innovation Capacity Enhancement Project (2024TSGC0944)

Qilu University of Technology (Shandong Academy of Sciences) Science, Education, Industry Integration and Innovation Pilot Project (2024GH01)

The Fundamental Research Funds for the Central Universities (202461069)

National Center of Technology Innovation for Comprehensive Utilization of Saline-Alkali Land (GYJ2023006)
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Text and Data Mining valid from 2025-08-11

Version of Record valid from 2025-08-11
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Article History

Received: 28 April 2025

Revised: 28 July 2025

Accepted: 2 August 2025

First Online: 11 August 2025

Declarations

:

: The authors disclose no potential conflicts of interest, financial or personal, that might have biased the findings presented in this study.

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