College of Natural Resources and Environment, Northwest A&F University, Yangling 712000, China.
College of Natural Resources and Environment, Northwest A&F University, Yangling 712000, China; Key Laboratory of Green Utilization of Critical Non-metallic Mineral Resources, Ministry of Education, Wuhan University of Technology, Wuhan 430070, China.
Sci Total Environ. 2024 Oct 15;947:174505. doi: 10.1016/j.scitotenv.2024.174505. Epub 2024 Jul 4.
Nanobiotechnology is a potentially safe and sustainable strategy for both agricultural production and soil remediation, yet the potential of nanomaterials (NMs) application to remediate heavy metal(loid)-contaminated soils is still unclear. A meta-analysis with approximately 6000 observations was conducted to quantify the effects of NMs on safe crop production in soils contaminated with heavy metal(loid) (HM), and a machine learning approach was used to identify the major contributing features. Applying NMs can elevate the crop shoot (18.2 %, 15.4-21.2 %) and grain biomass (30.7 %, 26.9-34.9 %), and decrease the shoot and grain HM concentration by 31.8 % (28.9-34.5 %) and 46.8 % (43.7-49.8 %), respectively. Iron-NMs showed a greater potential to inhibit crop HM uptake compared to other types of NMs. Our result further demonstrates that NMs application substantially reduces the potential health risk of HM in crop grains by human health risk assessment. The NMs-induced reduction in HM accumulation was associated with decreasing HM bioavailability, as well as increased soil pH and organic matter. A random forest model demonstrates that soil pH and total HM concentration are the two significant features affecting shoot HM accumulation. This analysis of the literature highlights the significant potential of NMs application in promoting safe agricultural production in HM-contaminated agricultural lands.
纳米生物技术是一种在农业生产和土壤修复方面具有潜在安全性和可持续性的策略,但纳米材料(NMs)应用于修复重金属(loid)污染土壤的潜力仍不清楚。我们进行了一项包含约 6000 个观测值的荟萃分析,以量化纳米材料在受重金属(loid)污染土壤中安全作物生产方面的效果,并使用机器学习方法来确定主要的贡献特征。应用纳米材料可以提高作物地上部分(18.2%,15.4-21.2%)和籽粒生物量(30.7%,26.9-34.9%),并分别降低地上部分和籽粒中重金属的浓度 31.8%(28.9-34.5%)和 46.8%(43.7-49.8%)。与其他类型的纳米材料相比,铁纳米材料在抑制作物重金属吸收方面具有更大的潜力。我们的结果进一步表明,通过人类健康风险评估,纳米材料的应用可大大降低作物籽粒中重金属的潜在健康风险。纳米材料诱导的重金属积累减少与降低重金属生物利用度以及增加土壤 pH 值和有机质有关。随机森林模型表明,土壤 pH 值和总重金属浓度是影响地上部重金属积累的两个重要特征。对文献的分析突出了纳米材料应用在促进受重金属污染的农业用地安全农业生产方面的巨大潜力。