Comparison between artificial neural network and partial least squares for on-line visible and near infrared spectroscopy measurement of soil organic carbon, pH and clay content

Author:

Kuang Boyan,Tekin Yucel,Mouazen Abdul M.

Funder

ICT-AGRI

Scientific and Technological Research Council of Turkey - TUBITAK

UK Department of Environment, Food and Rural Affairs

Publisher

Elsevier BV

Subject

Earth-Surface Processes,Soil Science,Agronomy and Crop Science

Reference38 articles.

1. Global soil characterization with VNIR diffuse reflectance spectroscopy;Brown;Geoderma,2006

2. On-the-go VisNIR: potential and limitations for mapping soil clay and organic carbon;Bricklemyer;Comput. Electron. Agric.,2010

3. British Standard Institute (BSI), 1995. British Standard BS 7755 Section 3.8:1995, Determination of organic and total carbon after dry combustion (elementary analysis), BSI 389, Chiswick High Road, London W4 4AL, UK.

4. British Standard Institute (BSI), 1998. British Standard BS 7755 Section 5.4:1998, Determination of particle size distribution in mineral soil material–method by sieving and sedimentation, BSI 389, Chiswick High Road, London W4 4AL, UK.

5. A coefficient of agreement for nominal scales;Cohen;Educ. Psychol. Meas.,1960

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