An Improved Gradient Boosting Regression Tree Estimation Model for Soil Heavy Metal (Arsenic) Pollution Monitoring Using Hyperspectral Remote Sensing

Predicting nickel concentration in soil using reflectance spectroscopy associated with organic matter and clay minerals

(2018) Weichao Sun et al.   GEODERMA

An improved estimation model for soil heavy metal(loid) concentration retrieval in mining areas using reflectance spectroscopy

(2018) Kun Tan et al.   JOURNAL OF SOILS AND SEDIMENTS

Mini-UAV-Borne Hyperspectral Remote Sensing: From Observation and Processing to Applications

(2018) Yanfei Zhong et al.   IEEE Geoscience and Remote Sensing Magazine

Predicting cadmium concentration in soils using laboratory and field reflectance spectroscopy

(2018) Xia Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Mixed Total Field/Scattered Field-Based Discontinuous Galerkin Frequency-Domain Method for Subsurface Sensing

(2018) Qingtao Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Visible near infrared reflectance spectroscopy prediction of soil heavy metal concentrations in paper mill biosolid- and liming by-product-amended agricultural soils

(2017) Mervin St. Luce et al.   GEODERMA

Estimating soil zinc concentrations using reflectance spectroscopy

(2017) Weichao Sun et al.   International Journal of Applied Earth Observation and Geoinformation

Pure endmember extraction using robust kernel archetypoid analysis for hyperspectral imagery

(2017) Weiwei Sun et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Poisson nonnegative matrix factorization method with parameter subspace clustering constraint for endmember extraction in hyperspectral imagery

(2017) Weiwei Sun et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Reflectance Spectroscopy (Vis-NIR) for Assessing Soil Heavy Metals Concentrations Determined by two Different Analytical Protocols, Based on ISO 11466 and ISO 14869-1

(2017) Theodora Angelopoulou et al.   WATER AIR AND SOIL POLLUTION

Application of portable XRF and VNIR sensors for rapid assessment of soil heavy metal pollution

(2017) Bifeng Hu et al.   PLoS One

Lead and Cadmium in Soils of La Rioja Vineyards, Spain

(2016) Alvaro Marín et al.   LAND DEGRADATION & DEVELOPMENT

Comparing different data preprocessing methods for monitoring soil heavy metals based on soil spectral features

(2016) A. Gholizadeh et al.   Soil and Water Research

GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran

(2015) Seyed Amir Naghibi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

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

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

A hybrid model of self-organizing maps (SOM) and least square support vector machine (LSSVM) for time-series forecasting

(2011) Shuhaida Ismail et al.   EXPERT SYSTEMS WITH APPLICATIONS

Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration

(2009) Hongdong Li et al.   ANALYTICA CHIMICA ACTA

Surface soil moisture quantification and validation based on hyperspectral data and field measurements

(2009) Soeren-Nils Haubrock   Journal of Applied 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