A synthesis framework using machine learning and spatial bivariate analysis to identify drivers and hotspots of heavy metal pollution of agricultural soils
出版年份 2021 全文链接
标题
A synthesis framework using machine learning and spatial bivariate analysis to identify drivers and hotspots of heavy metal pollution of agricultural soils
作者
关键词
Heavy metal pollution, Source-sink theory, Random forest model, Spatial bivariate cluster, Soil pollution control
出版物
ENVIRONMENTAL POLLUTION
Volume 287, Issue -, Pages 117611
出版商
Elsevier BV
发表日期
2021-06-17
DOI
10.1016/j.envpol.2021.117611
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Geochemical fractionation and mineralogy of metal(loid)s in abandoned mine soils: Insights into arsenic behaviour and implications to remediation
- (2020) A.S.M. Fazle Bari et al. JOURNAL OF HAZARDOUS MATERIALS
- Identification of the potential risk areas for soil heavy metal pollution based on the source-sink theory
- (2020) Xiaolin Jia et al. JOURNAL OF HAZARDOUS MATERIALS
- Factors influencing heavy metal availability and risk assessment of soils at typical metal mines in Eastern China
- (2020) Xi Zhong et al. JOURNAL OF HAZARDOUS MATERIALS
- Soil heavy metal pollution and food safety in China: Effects, sources and removing technology
- (2020) Guowei Qin et al. CHEMOSPHERE
- Pristine and iron-engineered animal- and plant-derived biochars enhanced bacterial abundance and immobilized arsenic and lead in a contaminated soil
- (2020) He Pan et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Health risk assessment of potentially toxic elements in soils along the Central Elbe River, Germany
- (2019) Jörg Rinklebe et al. ENVIRONMENT INTERNATIONAL
- Heavy metals in food crops: Health risks, fate, mechanisms, and management
- (2019) Prabhat Kumar Rai et al. ENVIRONMENT INTERNATIONAL
- A critical prospective analysis of the potential toxicity of trace element regulation limits in soils worldwide: Are they protective concerning health risk assessment? - A review
- (2019) Vasileios Antoniadis et al. ENVIRONMENT INTERNATIONAL
- A methodological framework for identifying potential sources of soil heavy metal pollution based on machine learning: A case study in the Yangtze Delta, China
- (2019) Xiaolin Jia et al. ENVIRONMENTAL POLLUTION
- Economic development and pollution emissions in Singapore: Evidence in support of the Environmental Kuznets Curve hypothesis and its implications for regional sustainability
- (2019) Qinqin Chen et al. JOURNAL OF CLEANER PRODUCTION
- Impact of industrial activities on heavy metal contamination in soils in three major urban agglomerations of China
- (2019) Xi-Yin Zhou et al. JOURNAL OF CLEANER PRODUCTION
- Can industrial agglomeration promote pollution agglomeration? Evidence from China
- (2019) Feng Dong et al. JOURNAL OF CLEANER PRODUCTION
- Soil amendments for immobilization of potentially toxic elements in contaminated soils: A critical review
- (2019) Kumuduni Niroshika Palansooriya et al. ENVIRONMENT INTERNATIONAL
- An integrated approach to quantifying ecological and human health risks from different sources of soil heavy metals
- (2019) Hui-Hao Jiang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Manufacturing industrial structure and pollutant emission: An empirical study of China
- (2018) Zheng Wang et al. JOURNAL OF CLEANER PRODUCTION
- Cadmium body burden, hypertension, and changes in blood pressure over time: results from a prospective cohort study in American Indians
- (2018) Clare Oliver-Williams et al. Journal of the American Society of Hypertension
- Contamination source apportionment and health risk assessment of heavy metals in soil around municipal solid waste incinerator: A case study in North China
- (2018) Wenchao Ma et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Linkage between human population and trace elements in soils of the Pearl River Delta: Implications for source identification and risk assessment
- (2018) Yan Lin et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Pollution characteristics, risk assessment, and source apportionment of heavy metals in road dust in Beijing, China
- (2018) Cong Men et al. SCIENCE OF THE TOTAL ENVIRONMENT
- The way forward: Can connectivity be useful to design better measuring and modelling schemes for water and sediment dynamics?
- (2018) Saskia Keesstra et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Environmental regulation, economic growth and air pollution: Panel threshold analysis for OECD countries
- (2018) Xiao Ouyang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Improving risk management by using the spatial interaction relationship of heavy metals and PAHs in urban soil
- (2018) Shaohua Wu et al. JOURNAL OF HAZARDOUS MATERIALS
- The spatial correlation and interaction between manufacturing agglomeration and environmental pollution
- (2016) Zhonghua Cheng ECOLOGICAL INDICATORS
- Spatial pattern of heavy metals accumulation risk in urban soils of Beijing and its influencing factors
- (2016) Rui Liu et al. ENVIRONMENTAL POLLUTION
- China’s Soil Pollution Control: Choices and Challenges
- (2016) Changsheng Qu et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- A Comparative Assessment of the Influences of Human Impacts on Soil Cd Concentrations Based on Stepwise Linear Regression, Classification and Regression Tree, and Random Forest Models
- (2016) Lefeng Qiu et al. PLoS One
- Soil contamination near a former Zn–Pb ore-treatment plant: Evaluation of deterministic factors and spatial structures at the landscape scale
- (2014) Amandine Liénard et al. JOURNAL OF GEOCHEMICAL EXPLORATION
- Arsenic fixation and mobilization in the soils of the Ganges and Meghna floodplains. Impact of pedoenvironmental properties
- (2013) Maria Martin et al. GEODERMA
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