Prediction models of soil heavy metal(loid)s concentration for agricultural land in Dongli: A comparison of regression and random forest
出版年份 2020 全文链接
标题
Prediction models of soil heavy metal(loid)s concentration for agricultural land in Dongli: A comparison of regression and random forest
作者
关键词
Soil heavy metal, RF model, LUR model, Concentration prediction, Spatial distribution, Tianjin
出版物
ECOLOGICAL INDICATORS
Volume 119, Issue -, Pages 106801
出版商
Elsevier BV
发表日期
2020-09-04
DOI
10.1016/j.ecolind.2020.106801
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。- Prediction of heavy metals in soils of an arid area based on multi-spectral data
- (2019) Qingyu Guan et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Spatiotemporal modeling of PM 2.5 concentrations at the national scale combining land use regression and Bayesian maximum entropy in China
- (2018) Li Chen et al. ENVIRONMENT INTERNATIONAL
- Heavy metals status, transport mechanisms, sources, and factors affecting their mobility in Chinese agricultural soils
- (2018) Feng Jing et al. Environmental Earth Sciences
- Hyperspectral sensing of heavy metals in soil and vegetation: Feasibility and challenges
- (2018) Fenghe Wang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Spatiotemporal land use random forest model for estimating metropolitan NO 2 exposure in Japan
- (2018) Shin Araki et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Source apportionment of soil-contamination in Baotou City (North China) based on a combined magnetic and geochemical approach
- (2018) Bo Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
- (2018) Tomislav Hengl et al. PeerJ
- Development of PM 2.5 and NO 2 models in a LUR framework incorporating satellite remote sensing and air quality model data in Pearl River Delta region, China
- (2017) Xiaofan Yang et al. ENVIRONMENTAL POLLUTION
- Migration and emission characteristics of Hg in coal-fired power plant of China with ultra low emission air pollution control devices
- (2017) Yi Zhang et al. FUEL PROCESSING TECHNOLOGY
- Effects of Long-Term Fertilizer Applications on Peanut Yield and Quality and on Plant and Soil Heavy Metal Accumulation
- (2017) Xiaobing WANG et al. PEDOSPHERE
- Impact of Land Use on PM2.5 Pollution in a Representative City of Middle China
- (2017) Haiou Yang et al. International Journal of Environmental Research and Public Health
- Heavy metals in soil and plants after long-term sewage irrigation at Tianjin China: A case study assessment
- (2016) Weiqing Meng et al. AGRICULTURAL WATER MANAGEMENT
- Spatial pattern of heavy metals accumulation risk in urban soils of Beijing and its influencing factors
- (2016) Rui Liu et al. ENVIRONMENTAL POLLUTION
- A land use regression application into assessing spatial variation of intra-urban fine particulate matter (PM 2.5 ) and nitrogen dioxide (NO 2 ) concentrations in City of Shanghai, China
- (2016) Chao Liu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A random forest guided tour
- (2016) Gérard Biau et al. TEST
- A random forest guided tour
- (2016) Gérard Biau et al. TEST
- Contamination features and health risk of soil heavy metals in China
- (2015) Haiyang Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions
- (2015) Tomislav Hengl et al. PLoS One
- Metals in European roadside soils and soil solution – A review
- (2014) Moritz Werkenthin et al. ENVIRONMENTAL POLLUTION
- Applying land use regression model to estimate spatial variation of PM2.5 in Beijing, China
- (2014) Jiansheng Wu et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Development of NO2 and NOx land use regression models for estimating air pollution exposure in 36 study areas in Europe – The ESCAPE project
- (2013) Rob Beelen et al. ATMOSPHERIC ENVIRONMENT
- Status of metal accumulation in farmland soils across China: From distribution to risk assessment
- (2013) Lili Niu et al. ENVIRONMENTAL POLLUTION
- Development of Land Use Regression Models for PM2.5, PM2.5 Absorbance, PM10 and PMcoarse in 20 European Study Areas; Results of the ESCAPE Project
- (2012) Marloes Eeftens et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Mapping Urban Environmental Noise: A Land Use Regression Method
- (2011) Dan Xie et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Robust geostatistical prediction of trace elements across France
- (2011) N.P.A. Saby et al. GEODERMA
- Spatial distribution of metals in smelter-impacted soils of woody habitats: Influence of landscape and soil properties, and risk for wildlife
- (2010) Clémentine Fritsch et al. CHEMOSPHERE
- Robust analysis of soil properties at the national scale: cadmium content of French soils
- (2010) B. P. Marchant et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Variable selection using random forests
- (2010) Robin Genuer et al. PATTERN RECOGNITION LETTERS
- Soil – farming system – food – health: Effect of conventional and organic fertilizers on heavy metal (Cd, Cr, Cu, Ni, Pb, Zn) content in semolina samples
- (2010) C. Zaccone et al. SOIL & TILLAGE RESEARCH
- Estimation of Outdoor NOx, NO2, and BTEX Exposure in a Cohort of Pregnant Women Using Land Use Regression Modeling
- (2007) Inmaculada Aguilera et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search