VIRS based detection in combination with machine learning for mapping soil pollution
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
VIRS based detection in combination with machine learning for mapping soil pollution
Authors
Keywords
Reflectance spectroscopy, Machine learning, Soil mapping, Heavy metals, Soil pollution
Journal
ENVIRONMENTAL POLLUTION
Volume 268, Issue -, Pages 115845
Publisher
Elsevier BV
Online
2020-10-14
DOI
10.1016/j.envpol.2020.115845
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Green remediation of Cd and Hg contaminated soil using humic acid modified montmorillonite: Immobilization performance under accelerated ageing conditions
- (2020) Liuwei Wang et al. JOURNAL OF HAZARDOUS MATERIALS
- Addition of Lignin to Lime Materials for Expedited pH Increase and Improved Vertical Mobility of Lime in No-Till Soils
- (2019) Haiying Tao et al. SOIL USE AND MANAGEMENT
- Off‐site impacts of soil erosion and runoff: Why connectivity is more important than erosion rates
- (2019) John Boardman et al. SOIL USE AND MANAGEMENT
- Soil pollution — speed up global mapping
- (2019) Deyi Hou et al. NATURE
- Detecting vegetation stress as a soil contamination proxy: a review of optical proximal and remote sensing techniques
- (2019) A. Gholizadeh et al. International Journal of Environmental Science and Technology
- Assessing the detection limit of petroleum hydrocarbon in soils using hyperspectral remote-sensing
- (2019) Ran Pelta et al. REMOTE SENSING OF ENVIRONMENT
- Performance assessment of nanoparticulate lime to accelerate the downward movement of calcium in acid soil
- (2019) A. A. Abd El‐Halim et al. SOIL USE AND MANAGEMENT
- Evaluation of rainfall kinetic energy and erosivity in northern Taiwan using kriging with climate characteristics
- (2019) Kuo‐Wei Liao et al. SOIL USE AND MANAGEMENT
- Hyperspectral Prediction Model of Metal Content in Soil Based on the Genetic Ant Colony Algorithm
- (2019) Shiqi Tian et al. Sustainability
- X-ray fluorescence and visible near infrared sensor fusion for predicting soil chromium content
- (2019) Dongyun Xu et al. GEODERMA
- A machine learning approach to detect crude oil contamination in a real scenario using hyperspectral remote sensing
- (2019) Ran Pelta et al. International Journal of Applied Earth Observation and Geoinformation
- Hyperspectral indirect inversion of heavy-metal copper in reclaimed soil of iron ore area
- (2019) Qiang Shen et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Blood lead levels among Chinese children: The shifting influence of industry, traffic, and e-waste over three decades
- (2019) Yunhui Zhang et al. ENVIRONMENT INTERNATIONAL
- Exogenous phosphorus treatment facilitates chelation-mediated cadmium detoxification in perennial ryegrass (Lolium perenne L.)
- (2019) Hui Jia et al. JOURNAL OF HAZARDOUS MATERIALS
- Exploring uni-element geochemical data under a compositional perspective
- (2018) Daniela Zuzolo et al. APPLIED GEOCHEMISTRY
- Proximal and remote sensing techniques for mapping of soil contamination with heavy metals
- (2018) Tiezhu Shi et al. APPLIED SPECTROSCOPY REVIEWS
- Ecological and health risks assessment and spatial distribution of residual heavy metals in the soil of an e-waste circular economy park in Tianjin, China
- (2018) Wei Han et al. CHEMOSPHERE
- 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
- A novel way to rapidly monitor microplastics in soil by hyperspectral imaging technology and chemometrics
- (2018) Jiajia shan et al. ENVIRONMENTAL POLLUTION
- Assessing Soil Contamination Due to Oil and Gas Production Using Vegetation Hyperspectral Reflectance
- (2018) Guillaume Lassalle et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Rapid prediction of total petroleum hydrocarbons concentration in contaminated soil using vis-NIR spectroscopy and regression techniques
- (2018) R.K. Douglas et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Evaluation of vis-NIR reflectance spectroscopy sensitivity to weathering for enhanced assessment of oil contaminated soils
- (2018) R.K. Douglas et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Quantitative assessment of rill and interrill soil erosion in Romania
- (2018) C. V. Patriche SOIL USE AND MANAGEMENT
- Pollution Assessment of Trace Elements in Agricultural Soils around Copper Mining Area
- (2018) Xianfeng Cheng et al. Sustainability
- Assessment of X-ray Computed Tomography to characterize filtering media from Vertical Flow Treatment Wetlands at the pore scale
- (2018) G.D. Martinez-Carvajal et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Comparing different statistical models for assessing Fe-contaminated soils based on VNIR/SWIR spectral data
- (2017) Mahboobeh Tayebi et al. Environmental Earth Sciences
- Integrated GIS and multivariate statistical analysis for regional scale assessment of heavy metal soil contamination: A critical review
- (2017) Deyi Hou et al. ENVIRONMENTAL POLLUTION
- Assessment of the potential health risks of heavy metals in soils in a coastal industrial region of the Yangtze River Delta
- (2017) Bifeng Hu et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Rapid assessment of regional soil arsenic pollution risk via diffuse reflectance spectroscopy
- (2017) Somsubhra Chakraborty et al. GEODERMA
- Rapid assessment of petroleum-contaminated soils with infrared spectroscopy
- (2017) Wartini Ng et al. GEODERMA
- Estimating soil zinc concentrations using reflectance spectroscopy
- (2017) Weichao Sun et al. International Journal of Applied Earth Observation and Geoinformation
- Pioneer vegetation as an indicator of the geochemical parameters in abandoned mine sites using hyperspectral airborne data
- (2016) Christian Götze et al. Environmental Earth Sciences
- Estimation of arsenic in agricultural soils using hyperspectral vegetation indices of rice
- (2016) Tiezhu Shi et al. JOURNAL OF HAZARDOUS MATERIALS
- Estimation of Heavy-Metal Contamination in Soil Using Remote Sensing Spectroscopy and a Statistical Approach
- (2016) Kai Liu et al. Journal of the Indian Society of Remote Sensing
- A Critical Review of Discrete Soil Sample Data Reliability: Part 1—Field Study Results
- (2016) Roger Brewer et al. SOIL & SEDIMENT CONTAMINATION
- Rapid prediction of total petroleum hydrocarbons in soil using a hand-held mid-infrared field instrument
- (2016) Grant T. Webster et al. TALANTA
- Digital Mapping of Toxic Metals in Qatari Soils Using Remote Sensing and Ancillary Data
- (2016) Yi Peng et al. Remote Sensing
- Rapid identification of soil cadmium pollution risk at regional scale based on visible and near-infrared spectroscopy
- (2015) Tao Chen et al. ENVIRONMENTAL POLLUTION
- Development of a hybrid proximal sensing method for rapid identification of petroleum contaminated soils
- (2015) Somsubhra Chakraborty et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Hyperspectral Visible–Near Infrared Determination of Arsenic Concentration in Soil
- (2014) Silvia Rita Stazi et al. COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS
- Mapping polycyclic aromatic hydrocarbon and total toxicity equivalent soil concentrations by visible and near-infrared spectroscopy
- (2014) Reuben N. Okparanma et al. ENVIRONMENTAL POLLUTION
- Analysis of petroleum contaminated soils by spectral modeling and pure response profile recovery of n-hexane
- (2014) Somsubhra Chakraborty et al. ENVIRONMENTAL POLLUTION
- Monitoring Arsenic Contamination in Agricultural Soils with Reflectance Spectroscopy of Rice Plants
- (2014) Tiezhu Shi et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Vertical distribution of charcoal in a sandy soil: evidence from DRIFT spectra and field emission scanning electron microscopy
- (2014) E. Hobley et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers
- (2014) Katherine Ellis et al. PHYSIOLOGICAL MEASUREMENT
- Landsat-8: Science and product vision for terrestrial global change research
- (2014) D.P. Roy et al. REMOTE SENSING OF ENVIRONMENT
- Potential of Near-Infrared Spectroscopy for Measurement of Heavy Metals in Soil as Affected by Calibration Set Size
- (2014) Mima Todorova et al. WATER AIR AND SOIL POLLUTION
- 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
- Determination of Total Petroleum Hydrocarbon (TPH) and Polycyclic Aromatic Hydrocarbon (PAH) in Soils: A Review of Spectroscopic and Nonspectroscopic Techniques
- (2013) Reuben Nwomandah Okparanma et al. APPLIED SPECTROSCOPY REVIEWS
- Prediction of low heavy metal concentrations in agricultural soils using visible and near-infrared reflectance spectroscopy
- (2013) Junjie Wang et al. GEODERMA
- Assessing the impact of hydrocarbon leakages on vegetation using reflectance spectroscopy
- (2013) I.D. Sanches et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Visible and near-infrared reflectance spectroscopy—An alternative for monitoring soil contamination by heavy metals
- (2013) Tiezhu Shi et al. JOURNAL OF HAZARDOUS MATERIALS
- Total Petroleum Hydrocarbon Concentration Prediction in Soils Using Diffuse Reflectance Infrared Spectroscopy
- (2013) Sean T. Forrester et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Hyperspectral Visible and Near-Infrared Determination of Copper Concentration in Agricultural Polluted Soils
- (2012) F. Antonucci et al. COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS
- Multiscale remote-sensing retrieval in the evapotranspiration of Haloxylon ammodendron in the Gurbantunggut desert, China
- (2012) Xiaoming Cao et al. Environmental Earth Sciences
- Predicting soil properties from the Australian soil visible-near infrared spectroscopic database
- (2012) R. A. Viscarra Rossel et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Proximal Spectral Sensing to Monitor Phytoremediation of Metal-Contaminated Soils
- (2012) Paresh H. Rathod et al. INTERNATIONAL JOURNAL OF PHYTOREMEDIATION
- Assessment of hyperspectral MIVIS sensor capability for heterogeneous landscape classification
- (2012) Giovanni Forzieri et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- ESA's sentinel missions in support of Earth system science
- (2012) Michael Berger et al. REMOTE SENSING OF ENVIRONMENT
- 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
- Integrating spectral indices with environmental parameters for estimating heavy metal concentrations in rice using a dynamic fuzzy neural-network model
- (2011) Meiling Liu et al. COMPUTERS & GEOSCIENCES
- Remote sensing to detect plant stress induced by Heterodera schachtii and Rhizoctonia solani in sugar beet fields
- (2011) C. Hillnhütter et al. FIELD CROPS RESEARCH
- Remote sensing of soybean stress as an indicator of chemical concentration of biosolid amended surface soils
- (2011) B.B. Maruthi Sridhar et al. International Journal of Applied Earth Observation and Geoinformation
- Can Contaminant Elements in Soils Be Assessed by Remote Sensing Technology
- (2011) Yunzhao Wu et al. SOIL SCIENCE
- Using data mining to model and interpret soil diffuse reflectance spectra
- (2010) R.A. Viscarra Rossel et al. GEODERMA
- Effects of multiple heavy metal contamination and repeated phytoextraction by Sedum plumbizincicola on soil microbial properties
- (2009) Jinping Jiang et al. EUROPEAN JOURNAL OF SOIL BIOLOGY
- Evaluation and comparison of hyperspectral imagery for mapping surface symptoms of dryland salinity
- (2009) A. Dutkiewicz et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- 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
- Hierarchical Multiple Endmember Spectral Mixture Analysis (MESMA) of hyperspectral imagery for urban environments
- (2009) Jonas Franke et al. REMOTE SENSING OF ENVIRONMENT
- Molecular Spectroscopic Study of River Nile Sediment in the Greater Cairo Region
- (2008) Medhat Ibrahim et al. APPLIED SPECTROSCOPY
- 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
- Qualitative analysis and mapping of heavy metals in an abandoned Au–Ag mine area using NIR spectroscopy
- (2008) Eunyoung Choe et al. Environmental geology.
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started