Near-Infrared-Spectroscopy for Determination of Carbon and Nitrogen in Indian Soils |
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| Authors: | J Dinakaran Ankita Bidalia Amit Kumar Mohammad Hanief Archana Meena KS Rao |
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| Institution: | Natural Resource Management Laboratory, Department of Botany, University of Delhi (North Campus), Delhi, India |
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| Abstract: | The present study aims to evaluate the potential of near-infrared reflectance (NIR) spectroscopy to determine the carbon and nitrogen content in soils and also to assess the effectiveness of NIR spectroscopy to predict carbon and nitrogen content in freshly collected soil samples. Soil samples (n = 179) were collected from different locations in India. Soil carbon and nitrogen contents were successfully predicted (R2 = 0.90 for carbon and R2 = 0.85 for nitrogen) by NIR spectroscopy. The root mean square error (RMSE) and ratio performance deviation (RPD) for the validation of predicted equations for carbon and nitrogen were 0.83 and 2.83 and 0.01 and 6.98, respectively. The efficacy of NIR spectroscopy on the prediction of carbon and nitrogen content in Indian soils is highly reliable. Water content in soil samples could affect the NIR absorbance spectra and in turn affect the quantification of carbon and nitrogen. |
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| Keywords: | Chemometric analysis India NIR spectroscopy soil carbon soil nitrogen |
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