Concepedia

Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy

Abdul Mounem Mouazen, Boyu Kuang, Josse De Baerdemaeker, Herman Ramón

Geoderma · 2010 · 428 citations · 35 references

DOI

Concepts

References

35

Multivariate calibration

David Steele · Spectrochimica Acta Part A Molecular Spectroscopy · 1990 · 2.2K citations

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

, , +16

Near‐Infrared Reflectance Spectroscopy–Principal Components Regression Analyses of Soil Properties

Cheng-Wen Chang, David A. Laird, M. J. Mausbach et al. · Soil Science Society of America Journal · 2001 · 1.9K citations

, , +17

Development of Reflectance Spectral Libraries for Characterization of Soil Properties

Keith Shepherd, Markus Walsh · Soil Science Society of America Journal · 2002 · 961 citations

, , +17

Near‐Infrared Analysis as a Rapid Method to Simultaneously Evaluate Several Soil Properties

Eyal Ben‐Dor, A. Banin · Soil Science Society of America Journal · 1995 · 822 citations

, , +17