rs-local data-mines information from spectral libraries to improve local calibrations

A global spectral library to characterize the world's soil

(2016) R.A. Viscarra Rossel et al.   EARTH-SCIENCE REVIEWS

National calibration of soil organic carbon concentration using diffuse infrared reflectance spectroscopy

(2016) Michaël Clairotte et al.   GEODERMA

Baseline estimates of soil organic carbon by proximal sensing: Comparing design-based, model-assisted and model-based inference

(2016) R.A. Viscarra Rossel et al.   GEODERMA

Effects of Subsetting by Parent Materials on Prediction of Soil Organic Matter Content in a Hilly Area Using Vis–NIR Spectroscopy

(2016) Shengxiang Xu et al.   PLoS One

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

(2015) Z. Shi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Soil organic carbon and its fractions estimated by visible-near infrared transfer functions

(2015) R. A. Viscarra Rossel et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

The Australian three-dimensional soil grid: Australia’s contribution to the GlobalSoilMap project

(2015) R. A. Viscarra Rossel et al.   Soil 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

Development of a national VNIR soil-spectral library for soil classification and prediction of organic matter concentrations

(2014) Zhou Shi et al.   Science China-Earth Sciences

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

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

(2013) Antoine Stevens et al.   PLoS One

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

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

(2010) César Guerrero et al.   GEODERMA

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

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

Comparing local vs. global visible and near-infrared (VisNIR) diffuse reflectance spectroscopy (DRS) calibrations for the prediction of soil clay, organic C and inorganic C

(2008) Joel B. Sankey et al.   GEODERMA