Concepedia

Combination of soil texture with Nix color sensor can improve soil organic carbon prediction

R Swetha, Somsubhra Chakraborty

Geoderma · 2020 · 43 citations · 55 references

Concepts

AgricultureEarth SciencesSoil SciencesSoil Organic MatterSoil PhysicsSoil ScienceSoil Carbon SensingSoil Chemical PropertiesSoil ColorSoil Organic Matter SensingSoil TextureSoil Organic CarbonSoil Organic Carbon Content MeasurementSoil Organic Carbon EstimationSoil Organic Matter Prediction ModelsSoil Organic Matter QuantificationSoil Texture AnalysisSoil Texture Estimation

References

55

Random Forests

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

Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties

Raphael A. Viscarra Rossel, D.J.J. Walvoort, Alex B. McBratney et al. · Geoderma · 2005 · 2.1K citations

Natural Sciences, Earth Sciences, Soil Sciences +16

Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy

Elvira Fernández-Ahumada, B. Palagos, Jean‐Michel Roger et al. · TrAC Trends in Analytical Chemistry · 2010 · 965 citations · Full text

Agriculture, Earth Sciences, Soil Sciences +17

Global soil characterization with VNIR diffuse reflectance spectroscopy

David J. Brown, Keith Shepherd, Markus Walsh et al. · Geoderma · 2005 · 754 citations

Agriculture, Earth Sciences, Soil Sciences +14

Natural Resources Conservation Service

Choice Reviews Online · 2012 · 643 citations

Natural Resources, Biodiversity Conservation, Conservation Biology +9