Use of near-infrared reflectance spectroscopy to assess nitrogen concentration in different plant tissues of rapeseed

Citation
L. Velasco et C. Mollers, Use of near-infrared reflectance spectroscopy to assess nitrogen concentration in different plant tissues of rapeseed, COMM SOIL S, 31(19-20), 2000, pp. 2987-2995
Citations number
13
Categorie Soggetti
Environment/Ecology
Journal title
COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS
ISSN journal
00103624 → ACNP
Volume
31
Issue
19-20
Year of publication
2000
Pages
2987 - 2995
Database
ISI
SICI code
0010-3624(2000)31:19-20<2987:UONRST>2.0.ZU;2-5
Abstract
An evaluation of the performance of near-infrared reflectance spectroscopy (NIRS) in the analysis of nitrogen (N) concentration in different rapeseed (Brassica napus L.) tissues was made. A total of 228 samples from an N-effi ciency study corresponding to leaves and stems at flowering, fallen leaves, mature stems, and mature pod walls were oven dried, ground, and then analy zed by NIRS. The N concentration was determined by Dumas combustion. Two di fferent calibration strategies were followed: (i) separate calibration equa tions were developed for each type of tissue, resulting in r(2) above 0.95 in crossvalidation for all tissues with the ratio of the standard error of crossvalidation (SECV) to the standard deviation of the population (SD) ran ging from 0.10 to 0.22, and (ii) a NIRS calibration equation was developed from a set integrating 149 samples from the five groups of tissues. Externa l validation with a set containing 79 further samples from all the groups r esulted in an r(2) of 0.99 and a ratio of the standard error of performance (SEP) to the SD of 0.08. External validation for each group separately res ulted in r(2) from 0.91 to 0.99 and SEP/SD from 0.10 to 0.27. It was conclu ded that a universal NIPS calibration equation integrating samples from all the types of tissues is an adequate approach for the accurate analysis of N concentration in rapeseed. Based on our results, the NIPS technique can r eliably replace the Kjeldahl or Dumas methods to determine the N concentrat ion in investigations of the N efficiency in rapeseed.