A Memory-Based Learning Approach as Compared to Other Data Mining Algorithms for the Prediction of Soil Texture Using Diffuse Reflectance Spectra

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

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

Improved estimates of organic carbon using proximally sensed vis-NIR spectra corrected by piecewise direct standardization

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

Estimation of Potentially Toxic Elements Contamination in Anthropogenic Soils on a Brown Coal Mining Dumpsite by Reflectance Spectroscopy: A Case Study

(2015) Asa Gholizadeh et al.   PLoS One

Improving the prediction performance of a large tropical vis-NIR spectroscopic soil library from Brazil by clustering into smaller subsets or use of data mining calibration techniques

(2014) S. R. Araújo et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Models for Estimating the Physical Properties of Paddy Soil Using Visible and Near Infrared Reflectance Spectroscopy

(2014) A. Gholizadeh et al.   Journal of Applied Spectroscopy

Visible, Near-Infrared, and Mid-Infrared Spectroscopy Applications for Soil Assessment with Emphasis on Soil Organic Matter Content and Quality: State-of-the-Art and Key Issues

(2013) Asa Gholizadeh et al.   APPLIED SPECTROSCOPY

The spectrum-based learner: A new local approach for modeling soil vis–NIR spectra of complex datasets

(2013) Leonardo Ramirez-Lopez et al.   GEODERMA

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

(2013) Filippo Saiano et al.   SENSORS

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

Regional predictions of eight common soil properties and their spatial structures from hyperspectral Vis–NIR data

(2012) Cécile Gomez et al.   GEODERMA

Visible and Near-Infrared Diffuse Reflectance Spectroscopy for Prediction of Soil Properties near a Copper Smelter

(2012) Xian-Li XIE et al.   PEDOSPHERE

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

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

Near-infrared spectroscopy for within-field soil characterization: small local calibrations compared with national libraries spiked with local samples

(2010) J. Wetterlind et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

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

Estimating forest soil bulk density using boosted regression modelling

(2010) S. S. M. Jalabert et al.   SOIL USE AND MANAGEMENT

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

Use of Reflectance Infrared Spectroscopy for Monitoring the Metal Content of the Estuarine Sediments of the Nerbioi-Ibaizabal River (Metropolitan Bilbao, Bay of Biscay, Basque Country)

(2009) Javier Moros et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Assessment and monitoring of soil quality using near-infrared reflectance spectroscopy (NIRS)

(2009) L. Cécillon et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Visible-near infrared reflectance spectroscopy for assessment of soil properties in a semi-arid area of Turkey

(2009) A. Volkan Bilgili et al.   JOURNAL OF ARID ENVIRONMENTS

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

Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy

(2008) Budiman Minasny et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Reflectance and emission spectroscopy study of four groups of phyllosilicates: smectites, kaolinite-serpentines, chlorites and micas

(2008) J. L. Bishop et al.   CLAY MINERALS

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

(2008) Antoine Stevens 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

Locally linear reconstruction for instance-based learning

(2008) Pilsung Kang et al.   PATTERN RECOGNITION

On-the-go variable-rate phosphorus fertilisation based on a visible and near-infrared soil sensor

(2007) M.R. Maleki et al.   BIOSYSTEMS ENGINEERING

Soil condition classification using infrared spectroscopy: A proposition for assessment of soil condition along a tropical forest-cropland chronosequence

(2007) Alex O. Awiti et al.   GEODERMA