Prediction of soil organic matter using a spatially constrained local partial least squares regression and the Chinese vis-NIR spectral library

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

(2013) Leonardo Ramirez-Lopez et al.   GEODERMA

Which strategy is best to predict soil properties of a local site from a national Vis–NIR database?

(2013) Fabien Gogé et al.   GEODERMA

Predicting Soil Organic Carbon at Field Scale Using a National Soil Spectral Library

(2013) Yi Peng et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

A glimpse of life science research at Tsinghua

(2013) YiGong Shi   Science China-Life Sciences

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

Predicting soil properties from the Australian soil visible-near infrared spectroscopic database

(2012) R. A. Viscarra Rossel et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Distance and similarity-search metrics for use with soil vis–NIR spectra

(2012) L. Ramirez-Lopez et al.   GEODERMA

VIS-NIR reflectance spectroscopy of the organic matter in several types of soils

(2012) Wen-Jun JI et al.   JOURNAL OF INFRARED AND MILLIMETER WAVES

Optimization criteria in sample selection step of local regression for quantitative analysis of large soil NIRS database

(2011) F. Gogé et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

On the soil information content of visible-near infrared reflectance spectra

(2011) R. A. Viscarra Rossel et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

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

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

(2010) César Guerrero et al.   GEODERMA

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

(2010) Antoine Stevens et al.   GEODERMA

Using data mining to model and interpret soil diffuse reflectance spectra

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

Evaluation of Spectral Pretreatments, Partial Least Squares, Least Squares Support Vector Machines and Locally Weighted Regression for Quantitative Spectroscopic Analysis of Soils

(2010) Benoit Igne et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

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