A comparative study between a new method and other machine learning algorithms for soil organic carbon and total nitrogen prediction using near infrared spectroscopy

Author:

Reda Rabie,Saffaj Taoufiq,Ilham Bouzida,Saidi Ouadi,Issam Kadmiri,Brahim Lakssir,El Hadrami El Mestafa

Funder

ANN

MLR

PLS

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference66 articles.

1. Significance of Soil Organic Matter to Soil Quality and Health;Weil,2004

2. The role of soil organic matter in maintaining soil quality in continuous cropping systems;Reeves;Soil Tillage Res.,1997

3. Temporal and Spatial Variability of Soil Organic Matter and Total Nitrogen in an Agricultural Ecosystem as Affected by Farming Practices;Huang,2007

4. Evaluation of sensing technologies for on-the-go detection of macro-nutrients in cultivated soils;Sinfield;Comput. Electron. Agric.,2010

5. Measuring and monitoring soil organic carbon stocks in agricultural lands for climate mitigation;Conant;Front. Ecol. Environ.,2011

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