Concepedia

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

Antoine Stevens, Thomas Udelhoven, Antoine Denis, Bernard Tychon, Rocco Lioy, Lucien Hoffmann, Bas van Wesemael

Geoderma · 2010 · 291 citations · 54 references

Open access

Concepts

AgricultureEarth SciencesSoil SciencesSoil BiogeochemistrySoil Organic MatterSoil ScienceField Soil ObservationSoil Carbon ChemistrySoil Carbon SensingSoil Organic Matter FractionsSoil Organic Matter SensingAirborne Soil Organic Matter SensingSoil Organic CarbonSoil Organic Carbon Content MeasurementSoil Organic Carbon EstimationSoil Organic Carbon FractionsSoil Organic Carbon MappingSoil Organic Matter Spectroscopy

References

54

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

Standard Normal Variate Transformation and De-Trending of Near-Infrared Diffuse Reflectance Spectra

Richard Barnes, M.S. Dhanoa, S.J. Lister · Applied Spectroscopy · 1989 · 3.7K citations

Natural Sciences, Chemistry, Analytical Chemistry +16

Flexible smoothing with B-splines and penalties

Paul H.C. Eilers, Brian D. Marx · Statistical Science · 1996 · 3.7K citations · Full text

Natural Sciences, Biostatistics, Optimization +14

An Introduction to Support Vector Machines and Other Kernel‐based Learning Methods

Kybernetes · 2001 · 3.3K citations

Computing, Computer Science, Data Science +14