Evaluating heavy metals-related risk in staple crops and making financing strategy for corresponding soil remediation across China

China's staple crops face heavy metal (HMs) contamination, a widespread issue lacking a national assessment. We used machine learning (ML) to assess risks of 8 HMs in rice, wheat, and maize, and estimated a financing strategy for soil remediation via linear optimization and computable general e...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of hazardous materials 2024-12, Vol.480, p.136135, Article 136135
Hauptverfasser: Zhou, Baiqin, Wang, Fangjun, Li, Huiping, Zhao, Yuantian, Yang, Ruichun, Huang, Hui, Wang, Yujun, Xiao, Zijie, Tian, Kun, Pang, Weihai
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:China's staple crops face heavy metal (HMs) contamination, a widespread issue lacking a national assessment. We used machine learning (ML) to assess risks of 8 HMs in rice, wheat, and maize, and estimated a financing strategy for soil remediation via linear optimization and computable general equilibrium (CGE). The accumulation of HMs in crops depends on Soil-HMs, climate, soil properties, and crop types. Cd and Hg pose major soil pollution risks, while Cr, Pb, and Cd are the most threatening in crops. High-risk zones are located at the warm temperature and subtropical zones, with wheat most vulnerable. Over a quarter (26.77 %) of the nation's croplands are classified as high-risk, with a significant 60.89 % falling into the medium-risk category, leaving merely 12.34 % of the agricultural land in a safe condition. The estimated remediation cost is 58596.73 billion RMB and the crop loss is 808.03 billion RMB in a ten-year remediation period at the context of secure crop supply. The reallocation of social investment rather than raising new taxation for the remediation is beneficial to the GDP increase and social welfare despite some loss in the household income and enterprise income. This study provides a comprehensive evaluation for Crop-HMs risk and remediation policy, crucial for national crop security. [Display omitted] ●ML method discloses that HMs uptake by crops is a synergistic effect of several factors.●HMs risk in 3 staple crops are serious with Cr, Pd and Cd as the foremost species.●Cost for soil remediation and crop loss are more than 58 trillion RMB.●The urgency is to put down the unit price of soil remediation.●The redistribution of investment stabilizes the economy and makes enough funds.
ISSN:0304-3894
1873-3336
1873-3336
DOI:10.1016/j.jhazmat.2024.136135