Comparison between predictions of C and N contents in tropical soils using a Vis-NIR spectrometer including a fibre-optic probe versus a NIR spectrometer including a sample transport module

被引:21
作者
Brunet, Didier [1 ]
Bernoux, Martial [1 ]
Barthes, Bernard G. [1 ]
机构
[1] IRD, SeqBio Sequestrat Carbone & Biofonctionnement Sol, F-34060 Montpellier 1, France
关键词
D O I
10.1016/j.biosystemseng.2008.04.008
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Increasing attention is being paid to near-infrared reflectance (NIR) spectroscopy for the rapid and cost-effective determination of soil carbon (C) and nitrogen (N) contents. The objective of the present paper was to compare the performances of two spectrometers: one covered the visible and NIR ranges (Vis-NIR, 350-2500 nm) and included a fibre-optic probe and the other covered the NIR range only (1100-2500 nm) and included a sample transport module. The comparison was carried out on two sets of clayey (n = 97) and sandy (n = 72) soil samples from tropical Africa and America. On the whole, both technologies provided good calibrations (R-2>0.74) and predictions (R-2>0.62) of soil C and N contents. The most accurate calibrations were achieved with the NIR spectrometer (R-2>0.86), which also yielded the most accurate predictions for the sandy soils (R-2 = 0.90 and standard error of prediction < 15% of the mean). For the clayey soils, the best predictions of both spectrometers were similar (R-2 >= 0.68 and standard error of prediction <20% of the mean). Using first or second derivatives of spectra did not affect calibration but had an impact on validation. (C) 2008 IAgrE. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:448 / 452
页数:5
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