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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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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