Digital mapping of heavy metals in urban soils: A review and research challenges

Transferability of Covariates to Predict Soil Organic Carbon in Cropland Soils

(2023) Tom Broeg et al.   Remote Sensing

Soil mapping for precision agriculture using support vector machines combined with inverse distance weighting

(2022) Gustavo Willam Pereira et al.   PRECISION AGRICULTURE

Combination of UNMIX, PMF model and Pb-Zn-Cu isotopic compositions for quantitative source apportionment of heavy metals in suburban agricultural soils

(2022) Zhifan Chen et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

Spatial distribution of lead concentration in peri-urban soil: Threshold and interaction effects of environmental variables

(2022) Zihao Wu et al.   GEODERMA

Heavy metal pollution in urban river sediment of different urban functional areas and its influence on microbial community structure

(2021) Feng Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Groundwater Pollution Source Identification and Apportionment Using PMF and PCA-APCS-MLR Receptor Models in Tongchuan City, China

(2021) Wenqu Li et al.   ARCHIVES OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY

Spatially apportioning the source-oriented ecological risks of soil heavy metals using robust spatial receptor model with land-use data and robust residual kriging

(2021) Mingkai Qu et al.   ENVIRONMENTAL POLLUTION

Soil metal(loid)s pollution around a lead/zinc smelter and source apportionment using isotope fingerprints and receptor models

(2021) Xingyu Liang et al.   APPLIED GEOCHEMISTRY

Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates

(2021) Mojtaba Zeraatpisheh et al.   CATENA

Source identification and contribution of land uses to the observed values of heavy metals in soil samples of the border between the Northern Ireland and Republic of Ireland by receptor models and redundancy analysis

(2021) Mohamad Sakizadeh et al.   GEODERMA

Digital mapping of zinc in urban topsoil using multisource geospatial data and random forest

(2021) Tiezhu Shi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Mapping high resolution National Soil Information Grids of China

(2021) Feng Liu et al.   Science Bulletin

Complex hydrological knowledge to support digital soil mapping

(2021) Fellipe A.O. Mello et al.   GEODERMA

Proximal and remote sensing techniques for mapping of soil contamination with heavy metals

(2018) Tiezhu Shi et al.   APPLIED SPECTROSCOPY REVIEWS

Comparing ordinary kriging and inverse distance weighting for soil as pollution in Beijing

(2018) Pengwei Qiao et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Urban soil and human health: a review

(2018) G. Li et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

A hybrid training approach for leaf area index estimation via Cubist and random forests machine-learning

(2018) Rasmus Houborg et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multiple instance learning: A survey of problem characteristics and applications

(2018) Marc-André Carbonneau et al.   PATTERN RECOGNITION

Geo-detection of factors controlling spatial patterns of heavy metals in urban topsoil using multi-source data

(2018) Tiezhu Shi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Analysis of Heavy Metal Sources in the Soil of Riverbanks Across an Urbanization Gradient

(2018) Shudi Zuo et al.   International Journal of Environmental Research and Public Health

National digital soil map of organic matter in topsoil and its associated uncertainty in 1980's China

(2018) Zongzheng Liang et al.   GEODERMA

Kriging methods with auxiliary nighttime lights data to detect potentially toxic metals concentrations in soil

(2018) Jinchun Zhen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k -medoids method

(2017) Yimin Chen et al.   LANDSCAPE AND URBAN PLANNING

Recent progress and future prospect of digital soil mapping: A review

(2017) Gan-lin ZHANG et al.   Journal of Integrative Agriculture

Predictive geochemical mapping using environmental correlation

(2016) John Wilford et al.   APPLIED GEOCHEMISTRY

A measure of spatial stratified heterogeneity

(2016) Jin-Feng Wang et al.   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

Analysis of heavy metals in the re-suspended road dusts from different functional areas in Xi’an, China

(2016) Qian Wang et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Geospatial big data handling theory and methods: A review and research challenges

(2016) Songnian Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Ecosystem services provided by heavy metal-contaminated soils in China

(2016) Kengbo Ding et al.   JOURNAL OF SOILS AND SEDIMENTS

Towards mapping soil carbon landscapes: Issues of sampling scale and transferability

(2016) Bradley A. Miller et al.   SOIL & TILLAGE RESEARCH

Pollution characteristics and health risk assessment of heavy metals in street dusts from different functional areas in Beijing, China

(2015) Xin Wei et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

Origin and spatial distribution of metals in urban soils

(2015) Andrés Rodríguez-Seijo et al.   JOURNAL OF SOILS AND SEDIMENTS

Digital Soil Mapping Using Artificial Neural Networks and Terrain-Related Attributes

(2015) Mohsen BAGHERI BODAGHABADI et al.   PEDOSPHERE

Soil Organic Carbon Content Estimation with Laboratory-Based Visible–Near-Infrared Reflectance Spectroscopy: Feature Selection

(2014) Tiezhu Shi et al.   APPLIED SPECTROSCOPY

A map of the topsoil organic carbon content of Europe generated by a generalized additive model

(2014) D. de Brogniez et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

On the quantitative relationships between environmental parameters and heavy metals pollution in Mediterranean soils using GIS regression-trees: The case study of Lebanon

(2014) R. Bou Kheir et al.   JOURNAL OF GEOCHEMICAL EXPLORATION

Predictive soil parent material mapping at a regional-scale: A Random Forest approach

(2013) Brandon Heung et al.   GEODERMA

Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

(2012) Peng Gong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Levels, sources and potential human health risks of organic pollutants in urban soils

(2012) A. Cachada et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Uncertainty in the spatial prediction of soil texture

(2011) Mareike Ließ et al.   GEODERMA

Trace metal contamination in urban soils of China

(2011) Xiao-san Luo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spiking of NIR regional models using samples from target sites: Effect of model size on prediction accuracy

(2010) César Guerrero et al.   GEODERMA

Digital mapping of soil organic matter stocks using Random Forest modeling in a semi-arid steppe ecosystem

(2010) Martin Wiesmeier et al.   PLANT AND SOIL

Spatial, sources and risk assessment of heavy metal contamination of urban soils in typical regions of Shenyang, China

(2009) Yuebing Sun et al.   JOURNAL OF HAZARDOUS MATERIALS

A review of heavy metal contaminations in urban soils, urban road dusts and agricultural soils from China

(2009) Binggan Wei et al.   MICROCHEMICAL JOURNAL

Soil organic carbon concentrations and stocks on Barro Colorado Island — Digital soil mapping using Random Forests analysis

(2008) R. Grimm et al.   GEODERMA

SUITMA—soils in urban, industrial, traffic, mining and military areas

(2008) Jean-Louis Morel et al.   JOURNAL OF SOILS AND SEDIMENTS