Concepedia

Evaluating the capability of the Sentinel 2 data for soil organic carbon prediction in croplands

Fabio Castaldi, Andreas Hueni, Sabine Chabrillat, Kathrin Ward, Gabriele Buttafuocò, Bart Bomans, Kristin Vreys, Maximilian Brell, Bas van Wesemael

ISPRS Journal of Photogrammetry and Remote Sensing · 2018 · 306 citations · 51 references

Open access

Concepts

AgricultureEarth SciencesSoil SciencesRemote SensingSoil Organic MatterSoil ScienceCarbon CycleRemote Sensing For Crop ManagementRemote Sensing For Crop ModelingSoil Carbon LossesSoil Carbon SensingSoil Organic Matter SensingRemote Sensing-based Carbon EstimationSatellite-based Soil Organic Matter EstimationSoil Organic CarbonSoil Organic Carbon EstimationSoil Organic Matter Prediction Models

References

51

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 21.3K citations

Natural Sciences, Chemistry, Analytical Chemistry +6

PLS-regression: a basic tool of chemometrics

Svante Wold, Michael Sjöstróm, Lennart Eriksson · Chemometrics and Intelligent Laboratory Systems · 2001 · 9.7K citations

Natural Sciences, Chemistry, Analytical Chemistry +6

Soil Carbon Sequestration Impacts on Global Climate Change and Food Security

Rattan Lal · Science · 2004 · 8.1K citations

Agriculture, Agronomy, Soil Sciences +17

On digital soil mapping

Alex B. McBratney, Maria de Lourdes Mendonça-Santos, Budiman Minasny · Geoderma · 2003 · 3.6K citations

Agriculture, Earth Sciences, Soil Sciences +12