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

Novel Proximal Sensing for Monitoring Soil Organic C Stocks and Condition

(2017) Raphael A. Viscarra Rossel et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

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

Comparison of UAV and WorldView-2 imagery for mapping leaf area index of mangrove forest

(2017) Jinyan Tian et al.   International Journal of Applied Earth Observation and Geoinformation

Predictive geochemical mapping using environmental correlation

(2016) John Wilford et al.   APPLIED GEOCHEMISTRY

A global spectral library to characterize the world's soil

(2016) R.A. Viscarra Rossel et al.   EARTH-SCIENCE REVIEWS

Soil mapping, classification, and pedologic modeling: History and future directions

(2016) Eric C. Brevik et al.   GEODERMA

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

Prediction of soil attributes using the Chinese soil spectral library and standardized spectra recorded at field conditions

(2016) Wenjun Ji et al.   SOIL & TILLAGE RESEARCH

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

(2016) Yi Peng et al.   Remote Sensing

Estimating Soil Organic Carbon of Cropland Soil at Different Levels of Soil Moisture Using VIS-NIR Spectroscopy

(2016) Qinghu Jiang et al.   Remote Sensing

Creating Multi-Temporal Composites of Airborne Imaging Spectroscopy Data in Support of Digital Soil Mapping

(2016) Sanne Diek et al.   Remote Sensing

A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape

(2015) Kennedy Were et al.   ECOLOGICAL INDICATORS

Rapid identification of soil cadmium pollution risk at regional scale based on visible and near-infrared spectroscopy

(2015) Tao Chen et al.   ENVIRONMENTAL POLLUTION

In Situ Measurements of Organic Carbon in Soil Profiles Using vis-NIR Spectroscopy on the Qinghai–Tibet Plateau

(2015) Shuo Li et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Prediction of soil organic matter using a spatially constrained local partial least squares regression and the Chinese vis-NIR spectral library

(2015) Z. Shi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

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

Comparing geospatial techniques to predict SOC stocks

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

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

(2014) Tiezhu Shi et al.   APPLIED SPECTROSCOPY

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

Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV)

(2013) P.J. Zarco-Tejada et al.   AGRICULTURAL AND FOREST METEOROLOGY

The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties

(2013) José M. Soriano-Disla et al.   APPLIED SPECTROSCOPY REVIEWS

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

China's Food Security Soiled by Contamination

(2013) Y. Liu et al.   SCIENCE

A geographically weighted regression kriging approach for mapping soil organic carbon stock

(2012) Sandeep Kumar et al.   GEODERMA

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

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

Towards spatial geochemical modelling: Use of geographically weighted regression for mapping soil organic carbon contents in Ireland

(2011) Chaosheng Zhang et al.   APPLIED GEOCHEMISTRY

Application of Infrared Photoacoustic Spectroscopy in Soil Analysis

(2011) Changwen Du et al.   APPLIED SPECTROSCOPY REVIEWS

Optimization criteria in sample selection step of local regression for quantitative analysis of large soil NIRS database

(2011) F. Gogé et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Determination of total soil organic C and hot water-extractable C from VIS-NIR soil reflectance with partial least squares regression and spectral feature selection techniques

(2011) M. Vohland et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

The use of remote sensing in soil and terrain mapping — A review

(2011) V.L. Mulder et al.   GEODERMA

Atomic spectrometry update. Environmental analysis

(2011) Owen T. Butler et al.   JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera

(2011) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

Can Contaminant Elements in Soils Be Assessed by Remote Sensing Technology

(2011) Yunzhao Wu et al.   SOIL SCIENCE

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

Near-infrared spectroscopy for within-field soil characterization: small local calibrations compared with national libraries spiked with local samples

(2010) J. Wetterlind et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

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

(2010) César Guerrero et al.   GEODERMA

Spatial patterns and variation of soil cadmium in Guangdong Province, China

(2010) H.H. Zhang et al.   JOURNAL OF GEOCHEMICAL EXPLORATION

Evaluation of Spectral Pretreatments, Partial Least Squares, Least Squares Support Vector Machines and Locally Weighted Regression for Quantitative Spectroscopic Analysis of Soils

(2010) Benoit Igne et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

(2010) Z. Q. John Lu   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

The Use of Geographically Weighted Regression for Spatial Prediction: An Evaluation of Models Using Simulated Data Sets

(2010) P. Harris et al.   Mathematical Geosciences

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

Estimation of As and Cu Contamination in Agricultural Soils Around a Mining Area by Reflectance Spectroscopy: A Case Study

(2009) Hong-Yan REN et al.   PEDOSPHERE

Surrogate Correlations and Near-Infrared Diffuse Reflectance Sensing of Trace Metal Content in Soils

(2009) Chun-Yu Wu et al.   WATER AIR AND SOIL POLLUTION

Using a legacy soil sample to develop a mid-IR spectral library

(2008) R. A. Viscarra Rossel et al.   AUSTRALIAN JOURNAL OF SOIL RESEARCH

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

(2008) Luis Rodríguez Lado et al.   GEODERMA

Airborne LiDAR for DEM generation: some critical issues

(2008) Xiaoye Liu   PROGRESS IN PHYSICAL GEOGRAPHY

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

Health risks of heavy metals in contaminated soils and food crops irrigated with wastewater in Beijing, China

(2007) S. Khan et al.   ENVIRONMENTAL POLLUTION