A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy

Optimal sample selection for measurement of soil organic carbon using on-line vis-NIR spectroscopy

(2018) Said Nawar et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Effects of external factors on soil reflectance measured on-the-go and assessment of potential spectral correction through orthogonalisation and standardisation procedures

(2018) M.H.D. Franceschini et al.   SOIL & TILLAGE RESEARCH

Influence of soil moisture content on assessment of bulk density with combined frequency domain reflectometry and visible and near infrared spectroscopy under semi field conditions

(2018) Abdul M. Mouazen et al.   SOIL & TILLAGE RESEARCH

Stratification of a local VIS-NIR-SWIR spectral library by homogeneity criteria yields more accurate soil organic carbon predictions

(2018) Jean Michel Moura-Bueno et al.   GEODERMA

Chemometric soil analysis on the determination of specific bands for the detection of magnesium and potassium by spectroscopy

(2017) José A.M. Demattê et al.   GEODERMA

Effect of calibration set size on prediction at local scale of soil carbon by Vis-NIR spectroscopy

(2017) Federica Lucà et al.   GEODERMA

Do we really need large spectral libraries for local scale SOC assessment with NIR spectroscopy?

(2016) César Guerrero et al.   SOIL & TILLAGE RESEARCH

Accounting for the effects of water and the environment on proximally sensed vis-NIR soil spectra and their calibrations

(2015) W. Ji et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Synthesized use of VisNIR DRS and PXRF for soil characterization: Total carbon and total nitrogen

(2015) Dandan Wang et al.   GEODERMA

Comparison between artificial neural network and partial least squares for on-line visible and near infrared spectroscopy measurement of soil organic carbon, pH and clay content

(2015) Boyan Kuang et al.   SOIL & TILLAGE RESEARCH

Assessment of soil organic carbon at local scale with spiked NIR calibrations: effects of selection and extra-weighting on the spiking subset

(2014) C. Guerrero et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Sampling optimal calibration sets in soil infrared spectroscopy

(2014) Leonardo Ramirez-Lopez et al.   GEODERMA

Soil color analysis for statistically estimating total carbon, total nitrogen and active iron contents in Japanese agricultural soils

(2014) Naoki Moritsuka et al.   SOIL SCIENCE AND PLANT NUTRITION

Effect of spiking strategy and ratio on calibration of on-line visible and near infrared soil sensor for measurement in European farms

(2013) Boyan Kuang et al.   SOIL & TILLAGE RESEARCH

Prediction of soil organic carbon content by diffuse reflectance spectroscopy using a local partial least square regression approach

(2013) Marco Nocita et al.   SOIL BIOLOGY & BIOCHEMISTRY

Influence of the number of samples on prediction error of visible and near infrared spectroscopy of selected soil properties at the farm scale

(2012) B. Kuang et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Soil total carbon analysis in Hawaiian soils with visible, near-infrared and mid-infrared diffuse reflectance spectroscopy

(2012) Meryl L. McDowell et al.   GEODERMA

Calibration of visible and near infrared spectroscopy for soil analysis at the field scale on three European farms

(2011) B. Kuang et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

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

(2011) Yufeng Ge et al.   GEODERMA

Effect of Moisture Content on Prediction of Organic Carbon and pH Using Visible and Near-Infrared Spectroscopy

(2011) Yucel Tekin et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

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

(2010) César Guerrero 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

Mapping soil organic matter based on land degradation spectral response units using Hyperion images

(2010) Jing Wang et al.   International Journal of Applied Earth Observation and Geoinformation

Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy

(2010) Véronique Bellon-Maurel et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

In situ measurements of soil colour, mineral composition and clay content by vis–NIR spectroscopy

(2009) R.A. Viscarra Rossel et al.   GEODERMA

Optimum three-point linkage set up for improving the quality of soil spectra and the accuracy of soil phosphorus measured using an on-line visible and near infrared sensor

(2008) A.M. Mouazen et al.   SOIL & TILLAGE RESEARCH