Concepedia

Comparison of multivariate machine learning models for major soil nutrients prediction using laboratory-based and airborne (AVIRIS-NG) visible near-infrared spectroscopy

Bhabani Prasad Mondal, Rabi Narayan Sahoo, Bappa Das, Nayan Ahmed, K. K. Bandyopadhyay, Joydeep Mukherjee, Alka Arora, Ali Refaat Ali Moursy

European Journal of Agronomy · 2025 · 10 citations · 85 references

DOI

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References

85

Random Forests

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

AN EXAMINATION OF THE DEGTJAREFF METHOD FOR DETERMINING SOIL ORGANIC MATTER, AND A PROPOSED MODIFICATION OF THE CHROMIC ACID TITRATION METHOD

Allan Walkley, I. ARMSTRONG BLACK · Soil Science · 1934 · 21.7K citations · Full text

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Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

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

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A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

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PLS-regression: a basic tool of chemometrics

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

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