A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters

Accurate estimation and monitoring of crop nitrogen can assist in timely diagnosis and facilitate necessary technical support for fertilizer management. Four experiments, involving three cultivars and six nitrogen (N) treatments, were conducted in southeast China to compare the two leaf-clip meters...

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Main Authors: Ke Zhang, Xiaojun Liu, Yong Ma, Rui Zhang, Qiang Cao, Yan Zhu, Weixing Cao, Yongchao Tian
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/1/175
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spelling doaj-97ac8b93a23b4164931df962bd55503e2020-11-25T01:06:44ZengMDPI AGSensors1424-82202019-12-0120117510.3390/s20010175s20010175A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip MetersKe Zhang0Xiaojun Liu1Yong Ma2Rui Zhang3Qiang Cao4Yan Zhu5Weixing Cao6Yongchao Tian7National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, ChinaNational Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, ChinaNational Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, ChinaNational Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, ChinaNational Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, ChinaNational Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, ChinaNational Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, ChinaNational Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, ChinaAccurate estimation and monitoring of crop nitrogen can assist in timely diagnosis and facilitate necessary technical support for fertilizer management. Four experiments, involving three cultivars and six nitrogen (N) treatments, were conducted in southeast China to compare the two leaf-clip meters (Dualex 4 Scientific+, Force-A, Orasy, France; Soil and Plant Analyzer Development (SPAD) meter, Minolta Camera Co., Osaka, Japan) for their ability to measure nitrogen nutrient-related indicators. The results indicated that Chl had a better monitoring accuracy for chlorophyll in per unit leaf area as compared to SPAD value, and there was no saturation to appear under high leaf chlorophyll concentration status. Flavonoids (Flav) presented the advantage of early diagnosis of rice N nutrition status (about one day as compared to SPAD value). As a reliable N nutrient diagnosis indicator, it also improved the estimation accuracy compared with the classical SPAD-based method. The other Dualex value also obtained good monitoring results. Flav was positively correlated with N deficiency, and with higher R<sup>2</sup> in panicle initiation and booting stages with low RMSE, respectively; whereas SPAD value was negatively correlated with nitrogen deficiency. Therefore, the Flav-based nitrogen application model was found to provide an early rice nitrogen fertilizer application approach, especially in the panicle initiation and booting stages.https://www.mdpi.com/1424-8220/20/1/175flavonoidnitrogen nutrientnitrogen regulationgrain yieldnitrogen balance index
collection DOAJ
language English
format Article
sources DOAJ
author Ke Zhang
Xiaojun Liu
Yong Ma
Rui Zhang
Qiang Cao
Yan Zhu
Weixing Cao
Yongchao Tian
spellingShingle Ke Zhang
Xiaojun Liu
Yong Ma
Rui Zhang
Qiang Cao
Yan Zhu
Weixing Cao
Yongchao Tian
A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters
Sensors
flavonoid
nitrogen nutrient
nitrogen regulation
grain yield
nitrogen balance index
author_facet Ke Zhang
Xiaojun Liu
Yong Ma
Rui Zhang
Qiang Cao
Yan Zhu
Weixing Cao
Yongchao Tian
author_sort Ke Zhang
title A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters
title_short A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters
title_full A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters
title_fullStr A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters
title_full_unstemmed A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters
title_sort comparative assessment of measures of leaf nitrogen in rice using two leaf-clip meters
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2019-12-01
description Accurate estimation and monitoring of crop nitrogen can assist in timely diagnosis and facilitate necessary technical support for fertilizer management. Four experiments, involving three cultivars and six nitrogen (N) treatments, were conducted in southeast China to compare the two leaf-clip meters (Dualex 4 Scientific+, Force-A, Orasy, France; Soil and Plant Analyzer Development (SPAD) meter, Minolta Camera Co., Osaka, Japan) for their ability to measure nitrogen nutrient-related indicators. The results indicated that Chl had a better monitoring accuracy for chlorophyll in per unit leaf area as compared to SPAD value, and there was no saturation to appear under high leaf chlorophyll concentration status. Flavonoids (Flav) presented the advantage of early diagnosis of rice N nutrition status (about one day as compared to SPAD value). As a reliable N nutrient diagnosis indicator, it also improved the estimation accuracy compared with the classical SPAD-based method. The other Dualex value also obtained good monitoring results. Flav was positively correlated with N deficiency, and with higher R<sup>2</sup> in panicle initiation and booting stages with low RMSE, respectively; whereas SPAD value was negatively correlated with nitrogen deficiency. Therefore, the Flav-based nitrogen application model was found to provide an early rice nitrogen fertilizer application approach, especially in the panicle initiation and booting stages.
topic flavonoid
nitrogen nutrient
nitrogen regulation
grain yield
nitrogen balance index
url https://www.mdpi.com/1424-8220/20/1/175
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