Mapping lead concentrations in urban topsoil using proximal and remote sensing data and hybrid statistical approaches

Soil organic matter and texture estimation from VIS-NIR-SWIR spectra in areas of land cover changes using correlated component regression (CCR)

(2019) Olga A. Rosero-Vlasova et al.   LAND DEGRADATION & DEVELOPMENT

Monitoring soil organic carbon in alpine soils using in situ vis‐NIR spectroscopy and a multilayer perceptron

(2019) Songchao Chen et al.   LAND DEGRADATION & DEVELOPMENT

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

(2018) Tiezhu Shi et al.   APPLIED SPECTROSCOPY REVIEWS

Monitoring of selected soil contaminants using proximal and remote sensing techniques: Background, state-of-the-art and future perspectives

(2018) Asa Gholizadeh et al.   CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY

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

Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China

(2018) Jie Peng et al.   GEODERMA

Generalizing soil properties in geographic space: Approaches used and ways forward

(2018) Carmen Cianfrani et al.   PLoS One

Estimating heavy metal concentrations in suburban soils with reflectance spectroscopy

(2018) Hang Cheng et al.   GEODERMA

Comparisons of spatial and non-spatial models for predicting soil carbon content based on visible and near-infrared spectral technology

(2017) Long Guo et al.   GEODERMA

Predictive geochemical mapping using environmental correlation

(2016) John Wilford et al.   APPLIED GEOCHEMISTRY

A Bilevel Scale-Sets Model for Hierarchical Representation of Large Remote Sensing Images

(2016) Zhongwen Hu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Identification of soil heavy metal sources and improvement in spatial mapping based on soil spectral information: A case study in northwest China

(2016) Tao Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Digital Mapping of Toxic Metals in Qatari Soils Using Remote Sensing and Ancillary Data

(2016) Yi Peng et al.   Remote Sensing

Laboratory-based Vis–NIR spectroscopy and partial least square regression with spatially correlated errors for predicting spatial variation of soil organic matter content

(2015) Massimo Conforti et al.   CATENA

Estimating spatial distribution of soil organic carbon for the Midwestern United States using historical database

(2015) Sandeep Kumar   CHEMOSPHERE

Driving forces of heavy metal changes in agricultural soils in a typical manufacturing center

(2015) Menglong Qiu et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Potential of integrated field spectroscopy and spatial analysis for enhanced assessment of soil contamination: A prospective review

(2015) A. Horta et al.   GEODERMA

Visible and near-infrared reflectance spectroscopy is of limited practical use to monitor soil contamination by heavy metals

(2015) Philippe C. Baveye et al.   JOURNAL OF HAZARDOUS MATERIALS

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

(2015) Mohsen BAGHERI BODAGHABADI et al.   PEDOSPHERE

Comparing geospatial techniques to predict SOC stocks

(2015) Yaolin Liu et al.   SOIL & TILLAGE RESEARCH

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

Multivariate and geostatistical analyses of the spatial distribution and sources of heavy metals in agricultural soil in Dehui, Northeast China

(2013) Chongyu Sun et al.   CHEMOSPHERE

Prediction of low heavy metal concentrations in agricultural soils using visible and near-infrared reflectance spectroscopy

(2013) Junjie Wang et al.   GEODERMA

Visible and near-infrared reflectance spectroscopy—An alternative for monitoring soil contamination by heavy metals

(2013) Tiezhu Shi et al.   JOURNAL OF HAZARDOUS MATERIALS

Modifying geographically weighted regression for estimating aboveground biomass in tropical rainforests by multispectral remote sensing data

(2012) Pavel Propastin   International Journal of Applied Earth Observation and Geoinformation

Spatial distribution and pollution assessment of heavy metals in urban soils from southwest China

(2012) Guanghui Guo et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

Comparison of multivariate methods for estimating soil total nitrogen with visible/near-infrared spectroscopy

(2012) Tiezhu Shi et al.   PLANT AND SOIL

Diffuse reflectance spectroscopy for monitoring potentially toxic elements in the agricultural soils of Changjiang River Delta, China

(2011) Yinxian Song et al.   APPLIED CLAY SCIENCE

Digitally mapping the information content of visible–near infrared spectra of surficial Australian soils

(2011) R.A. Viscarra Rossel et al.   REMOTE SENSING OF ENVIRONMENT

Spatial distribution of soil heavy metal pollution estimated by different interpolation methods: Accuracy and uncertainty analysis

(2010) Yunfeng Xie et al.   CHEMOSPHERE

Spatial distribution of heavy metal concentrations in urban, suburban and agricultural soils in a Mediterranean city of Algeria

(2010) S. Maas et al.   ENVIRONMENTAL POLLUTION

Using data mining to model and interpret soil diffuse reflectance spectra

(2010) R.A. Viscarra Rossel et al.   GEODERMA

Estimation of heavy-metal contamination in soil using reflectance spectroscopy and partial least-squares regression

(2010) Caaminee M. Pandit et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Use of Reflectance Infrared Spectroscopy for Monitoring the Metal Content of the Estuarine Sediments of the Nerbioi-Ibaizabal River (Metropolitan Bilbao, Bay of Biscay, Basque Country)

(2009) Javier Moros et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

A spectroscopic approach to assess trace-heavy metal contents in contaminated floodplain soilsviaspectrally active soil components

(2009) Michael Vohland et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

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

(2009) Binggan Wei et al.   MICROCHEMICAL JOURNAL

Heavy metals in European soils: A geostatistical analysis of the FOREGS Geochemical database

(2008) Luis Rodríguez Lado et al.   GEODERMA

Mapping of heavy metal pollution in stream sediments using combined geochemistry, field spectroscopy, and hyperspectral remote sensing: A case study of the Rodalquilar mining area, SE Spain

(2008) Eunyoung Choe et al.   REMOTE SENSING OF ENVIRONMENT