Evaluation of Spectral Pretreatments, Partial Least Squares, Least Squares Support Vector Machines and Locally Weighted Regression for Quantitative Spectroscopic Analysis of Soils
Author:
Affiliation:
1. Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, Iowa, USA
2. Hydrology & Remote Sensing Laboratory, BARC West, Beltsville, Maryland, USA
3. Veris Technologies, 601 Broadway, Salina, Kansas, USA
Abstract
Publisher
SAGE Publications
Subject
Spectroscopy
Link
http://journals.sagepub.com/doi/pdf/10.1255/jnirs.883
Reference28 articles.
1. Near Infrared Reflectance Spectroscopy for the Determination of Biological Activity in Agricultural Soils
2. REFLECTION OF RADIANT ENERGY FROM SOILS
3. INFLUENCE OF SOIL MOISTURE ON NEAR-INFRARED REFLECTANCE SPECTROSCOPIC MEASUREMENT OF SOIL PROPERTIES
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