Unveiling biochar potential to promote safe crop production in toxic metal (loid) contaminated soil: A meta-analysis

被引:0
|
作者
Chen, Li [1 ,2 ]
Yang, Xing [3 ]
Huang, Fengyu [1 ,2 ]
Zhu, Xiaozhen [1 ,2 ]
Wang, Zhe [4 ]
Sun, Shiyong [4 ]
Dong, Faqin [4 ]
Qiu, Tianyi [1 ,2 ]
Zeng, Yi [1 ]
Fang, Linchuan [1 ,2 ]
机构
[1] Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
[2] Wuhan Univ Technol, Key Lab Green Utilizat Crit Nonmet Mineral Resourc, Minist Educ, Wuhan 430070, Peoples R China
[3] Hainan Univ, Coll Ecol & Environm, Key Lab Agroforestry Environm Proc & Ecol Regulat, Renmin Rd, Haikou 570228, Peoples R China
[4] Southwest Univ Sci & Technol, Coll Environm & Resources, Mianyang 621010, Peoples R China
基金
中国国家自然科学基金;
关键词
Biochar; Potentially toxic metal(loid)s; Soil remediation; Bioavailability; Meta; -analysis; Machine learning model; HEAVY-METALS; FOOD-PRODUCTION; MECHANISMS; IMMOBILIZATION; SORPTION;
D O I
10.1016/j.envpol.2024.124309
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Biochar application emerges as a promising and sustainable solution for the remediation of soils contaminated with potentially toxic metal (loid)s (PTMs), yet its potential to reduce PTM accumulation in crops remains to be fully elucidated. In our study, a hierarchical meta -analysis based on 276 research articles was conducted to quantify the effects of biochar application on crop growth and PTM accumulation. Meanwhile, a machine learning approach was developed to identify the major contributing features. Our findings revealed that biochar application significantly enhanced crop growth, and reduced PTM concentrations in crop tissues, showing a decrease trend of grains (36.1%, 33.6 -38.6%) > shoots (31.1%, 29.3 -32.8%) > roots (27.5%, 25.7 -29.2%). Furthermore, biochar modifications were found to amplify its remediation potential in PTM-contaminated soils. Biochar application was observed to provide favorable conditions for reducing PTM uptake by crops, primarily through decreasing available PTM concentrations and improving overall soil quality. Employing machine learning techniques, we identified biochar properties, such as surface area and C content as a key factor in decreasing PTM bioavailability in soil -crop systems. Furthermore, our study indicated that biochar application could reduce probabilistic health risks associated with of the presence of PTMs in crop grains, thereby contributing to human health protection. These findings highlighted the essential role of biochar in remediating PTM-contaminated lands and offered guidelines for enhancing safe crop production.
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页数:12
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