Machine learning can identify the sources of heavy metals in agricultural soil: A case study in northern Guangdong Province, China
出版年份 2022 全文链接
标题
Machine learning can identify the sources of heavy metals in agricultural soil: A case study in northern Guangdong Province, China
作者
关键词
-
出版物
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
Volume 245, Issue -, Pages 114107
出版商
Elsevier BV
发表日期
2022-09-22
DOI
10.1016/j.ecoenv.2022.114107
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A modelling study of a buffer zone in abating heavy metal contamination from a gold mine of Hainan Province in nearby agricultural area
- (2021) Yu-Xi Feng et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Modelling bioaccumulation of heavy metals in soil-crop ecosystems and identifying its controlling factors using machine learning
- (2020) Bifeng Hu et al. ENVIRONMENTAL POLLUTION
- Influence of mining activities on groundwater hydrochemistry and heavy metal migration using a self-organizing map (SOM)
- (2020) Ge Zhu et al. JOURNAL OF CLEANER PRODUCTION
- Quantifying influences of interacting anthropogenic-natural factors on trace element accumulation and pollution risk in karst soil
- (2020) Huan Tao et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Identifying factors that influence soil heavy metals by using categorical regression analysis: A case study in Beijing, China
- (2020) Jun Yang et al. Frontiers of Environmental Science & Engineering
- Elucidating the differentiation of soil heavy metals under different land uses with geographically weighted regression and self-organizing map
- (2020) Zhan Wang et al. ENVIRONMENTAL POLLUTION
- Effects of cadmium pollution on the safety of rice and fish in a rice-fish coculture system
- (2020) Wei Luo et al. ENVIRONMENT INTERNATIONAL
- The significance of cadmium entering the human food chain via livestock ingestion from the agricultural use of biosolids, with special reference to the UK
- (2020) Hannah Rigby et al. ENVIRONMENT INTERNATIONAL
- Emerging risks of toxic metal(loid)s in soil-vegetables influenced by steel-making activities and isotopic source apportionment
- (2020) Jin Wang et al. ENVIRONMENT INTERNATIONAL
- Using Zn isotopes to trace Zn sources and migration pathways in paddy soils around mining area
- (2020) Yuhui Liu et al. ENVIRONMENTAL POLLUTION
- The fate of Zn in agricultural soils: A stable isotope approach to anthropogenic impact, soil formation and soil-plant cycling
- (2019) Martin Imseng et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Status assessment and probabilistic health risk modeling of metals accumulation in agriculture soils across China: A synthesis
- (2019) Shiyan Yang et al. ENVIRONMENT INTERNATIONAL
- Arsenic exposure of child populations in Northern Argentina
- (2019) Marta Calatayud et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Source apportionment of heavy metals in agricultural soil based on PMF: A case study in Hexi Corridor, northwest China
- (2018) Qingyu Guan et al. CHEMOSPHERE
- Fate of Cd in Agricultural Soils: A Stable Isotope Approach to Anthropogenic Impact, Soil Formation, and Soil-Plant Cycling
- (2018) Martin Imseng et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Inventories of heavy metal inputs and outputs to and from agricultural soils: A review
- (2018) Taoran Shi et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Spatial distribution and source apportionment of heavy metals in soil from a typical county-level city of Guangdong Province, China
- (2018) Shuo Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Mass balance-based inventory of heavy metals inputs to and outputs from agricultural soils in Zhejiang Province, China
- (2018) Taoran Shi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Effects of natural factors on the spatial distribution of heavy metals in soils surrounding mining regions
- (2017) Qian Ding et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A method for apportionment of natural and anthropogenic contributions to heavy metal loadings in the surface soils across large-scale regions
- (2016) Yuanan Hu et al. ENVIRONMENTAL POLLUTION
- Using ensemble models to identify and apportion heavy metal pollution sources in agricultural soils on a local scale
- (2015) Qi Wang et al. ENVIRONMENTAL POLLUTION
- Soil Contamination in China: Current Status and Mitigation Strategies
- (2014) Fang-Jie Zhao et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Anthropogenic mercury enrichment factors and contributions in soils of Guangdong Province, South China
- (2014) Huihua Zhang et al. JOURNAL OF GEOCHEMICAL EXPLORATION
- Influence of Traffic Activity on Heavy Metal Concentrations of Roadside Farmland Soil in Mountainous Areas
- (2012) Fan Zhang et al. International Journal of Environmental Research and Public Health
- Childhood lead poisoning from the smelter in Torreón, México
- (2011) Martin F. Soto-Jiménez et al. ENVIRONMENTAL RESEARCH
- Spatial and temporal variations in Pb concentrations and isotopic composition in road dust, farmland soil and vegetation in proximity to roads since cessation of use of leaded petrol in the UK
- (2011) G. MacKinnon et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Spatial patterns and variation of soil cadmium in Guangdong Province, China
- (2010) H.H. Zhang et al. JOURNAL OF GEOCHEMICAL EXPLORATION
- An inventory of trace element inputs to agricultural soils in China
- (2009) Lei Luo et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Assessment of heavy metals contamination and leaching characteristics in highway side soils, Iran
- (2008) Mohsen Saeedi et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Partitioning of organic matter and heavy metals in a sandy soil: Effects of extracting solution, solid to liquid ratio and pH
- (2008) Ellen P.M.J. Fest et al. GEODERMA
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started