Prediction of various soil properties for a national spatial dataset of Scottish soils based on four different chemometric approaches: A comparison of near infrared and mid-infrared spectroscopy

Optimizing wavelength selection by using informative vectors for parsimonious infrared spectra modelling

(2019) Wartini Ng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Convolutional neural network for simultaneous prediction of several soil properties using visible/near-infrared, mid-infrared, and their combined spectra

(2019) Wartini Ng et al.   GEODERMA

Assessment of important soil properties related to Chinese Soil Taxonomy based on vis–NIR reflectance spectroscopy

(2018) Dongyun Xu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparison of multivariate methods for estimating selected soil properties from intact soil cores of paddy fields by Vis–NIR spectroscopy

(2018) Shengxiang Xu et al.   GEODERMA

Using rule-based regression models to predict and interpret soil properties from X-ray powder diffraction data

(2018) Benjamin M. Butler et al.   GEODERMA

Visible and near infrared spectroscopy coupled to random forest to quantify some soil quality parameters

(2018) Felipe Bachion de Santana et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy

(2016) Antonios Morellos et al.   BIOSYSTEMS ENGINEERING

Global and Local Calibrations to Predict Chemical and Physical Properties of a National Spatial Dataset of Scottish Soils from Their near Infrared Spectra

(2016) Estefanía Pérez-Fernández et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

A Fourier-Transform Infrared Study of Biochar Aging in Soils

(2016) B. Singh et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Estimating leaf nitrogen concentration in heterogeneous crop plants from hyperspectral reflectance

(2015) Tiezhu Shi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Gypsophile Chemistry Unveiled: Fourier Transform Infrared (FTIR) Spectroscopy Provides New Insight into Plant Adaptations to Gypsum Soils

(2014) Sara Palacio et al.   PLoS One

Mid-infrared attenuated total reflectance spectroscopy for soil carbon and particle size determination

(2013) Yufeng Ge 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

Comparing different multivariate calibration methods for the determination of soil organic carbon pools with visible to near infrared spectroscopy

(2011) Michael Vohland et al.   GEODERMA

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

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

Hyperspectral remote sensing analysis of short rotation woody crops grown with controlled nutrient and irrigation treatments

(2009) Jungho Im et al.   Geocarto International

Near infrared spectroscopy for determination of various physical, chemical and biochemical properties in Mediterranean soils

(2008) R. Zornoza et al.   SOIL BIOLOGY & BIOCHEMISTRY

FTIR spectroscopy can be used as a screening tool for organic matter quality in regenerating cutover peatlands

(2007) Rebekka R.E. Artz et al.   SOIL BIOLOGY & BIOCHEMISTRY