Estimating Soil Organic Carbon Using VIS/NIR Spectroscopy with SVMR and SPA Methods

Application of a new SPA-SVM coupling method for QSPR study of electrophoretic mobilities of some organic and inorganic compounds

(2013) Nasser Goudarzi et al.   CHINESE CHEMICAL LETTERS

Laboratory assessment of three quantitative methods for estimating the organic matter content of soils in China based on visible/near-infrared reflectance spectra

(2013) Yongchao Tian et al.   GEODERMA

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

(2013) Junjie Wang et al.   GEODERMA

Prediction of Soil Organic Carbon at the European Scale by Visible and Near InfraRed Reflectance Spectroscopy

(2013) Antoine Stevens et al.   PLoS One

DRIFTS Sensor: Soil Carbon Validation at Large Scale (Pantelleria, Italy)

(2013) Filippo Saiano et al.   SENSORS

Quantitative analysis of soil nitrogen and carbon at a farm scale using visible and near infrared spectroscopy coupled with wavelength reduction

(2012) H. Yang et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Building a near infrared spectral library for soil organic carbon estimation in the Limpopo National Park, Mozambique

(2012) A.H. Cambule et al.   GEODERMA

Feasibility study of near infrared spectroscopy with variable selection for non-destructive determination of quality parameters in shell-intact cottonseed

(2012) Zhuangrong Huang et al.   INDUSTRIAL CROPS AND PRODUCTS

Applicability of the Thermal Infrared Spectral Region for the Prediction of Soil Properties Across Semi-Arid Agricultural Landscapes

(2012) Andreas Eisele et al.   Remote Sensing

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

Comparison and detection of total and available soil carbon fractions using visible/near infrared diffuse reflectance spectroscopy

(2011) D.V. Sarkhot et al.   GEODERMA

Comparison of soil reflectance spectra and calibration models obtained using multiple spectrometers

(2011) Yufeng Ge et al.   GEODERMA

Removing the effect of soil moisture from NIR diffuse reflectance spectra for the prediction of soil organic carbon

(2011) Budiman Minasny et al.   GEODERMA

Near-infrared (NIR) and mid-infrared (MIR) spectroscopic techniques for assessing the amount of carbon stock in soils – Critical review and research perspectives

(2011) Véronique Bellon-Maurel et al.   SOIL BIOLOGY & BIOCHEMISTRY

Variables selection methods in near-infrared spectroscopy

(2010) Zou Xiaobo et al.   ANALYTICA CHIMICA ACTA

Measuring soil organic carbon in croplands at regional scale using airborne imaging spectroscopy

(2010) Antoine Stevens et al.   GEODERMA

Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy

(2010) A.M. Mouazen et al.   GEODERMA

Using data mining to model and interpret soil diffuse reflectance spectra

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

Variable selection in regression-a tutorial

(2010) C. M. Andersen et al.   JOURNAL OF CHEMOMETRICS

Variable selection in visible/near infrared spectra for linear and nonlinear calibrations: A case study to determine soluble solids content of beer

(2009) Fei Liu et al.   ANALYTICA CHIMICA ACTA

Application of successive projections algorithm for variable selection to determine organic acids of plum vinegar

(2009) Fei Liu et al.   FOOD CHEMISTRY

Estimating soil organic carbon from soil reflectance: a review

(2009) Moslem Ladoni et al.   PRECISION AGRICULTURE

Alleviating Moisture Content Effects on the Visible Near-Infrared Diffuse-Reflectance Sensing of Soils

(2009) Chun-Yu Wu et al.   SOIL SCIENCE

Review of the most common pre-processing techniques for near-infrared spectra

(2009) Åsmund Rinnan et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

A variable elimination method to improve the parsimony of MLR models using the successive projections algorithm

(2008) Roberto Kawakami Harrop Galvão et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Using principal component analysis to find the best calibration settings for simultaneous spectroscopic determination of several gasoline properties

(2008) Fernanda Araújo Honorato et al.   FUEL

Laboratory, field and airborne spectroscopy for monitoring organic carbon content in agricultural soils

(2008) Antoine Stevens et al.   GEODERMA

Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study

(2008) Cécile Gomez et al.   GEODERMA

Continuum removal versus PLSR method for clay and calcium carbonate content estimation from laboratory and airborne hyperspectral measurements

(2008) Cécile Gomez et al.   GEODERMA

Comparison of multivariate methods for inferential modeling of soil carbon using visible/near-infrared spectra

(2008) G.M. Vasques et al.   GEODERMA