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Simple Assessment of Nitrogen Nutrition Index in Summer Maize by Using Chlorophyll Meter Readings

Rapid and non-destructive diagnostic tools to accurately assess crop nitrogen nutrition index (NNI) are imperative for improving crop nitrogen (N) diagnosis and sustaining crop production. This study was aimed to develop the relationships among NNI, leaf N gradient, chlorophyll meter (CM) readings g...

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Autores principales: Zhao, Ben, Ata-Ul-Karim, Syed Tahir, Liu, Zhandong, Zhang, Jiyang, Xiao, Junfu, Liu, Zugui, Qin, Anzhen, Ning, Dongfeng, Yang, Qiuxia, Zhang, Yonghui, Duan, Aiwang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5780453/
https://www.ncbi.nlm.nih.gov/pubmed/29403521
http://dx.doi.org/10.3389/fpls.2018.00011
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author Zhao, Ben
Ata-Ul-Karim, Syed Tahir
Liu, Zhandong
Zhang, Jiyang
Xiao, Junfu
Liu, Zugui
Qin, Anzhen
Ning, Dongfeng
Yang, Qiuxia
Zhang, Yonghui
Duan, Aiwang
author_facet Zhao, Ben
Ata-Ul-Karim, Syed Tahir
Liu, Zhandong
Zhang, Jiyang
Xiao, Junfu
Liu, Zugui
Qin, Anzhen
Ning, Dongfeng
Yang, Qiuxia
Zhang, Yonghui
Duan, Aiwang
author_sort Zhao, Ben
collection PubMed
description Rapid and non-destructive diagnostic tools to accurately assess crop nitrogen nutrition index (NNI) are imperative for improving crop nitrogen (N) diagnosis and sustaining crop production. This study was aimed to develop the relationships among NNI, leaf N gradient, chlorophyll meter (CM) readings gradient, and positional differences chlorophyll meter index [PDCMI, the ratio of CM readings between different leaf layers (LLs) of crop canopy] and to validate the accuracy and stability of these relationships across the different LLs, years, sites, and cultivars. Six multi-N rates (0–320 kg ha(−1)) field experiments were conducted with four summer maize cultivars (Zhengdan958, Denghai605, Xundan20, and Denghai661) at two different sites located in China. Six summer maize plants per plot were harvested at each sampling stage to assess NNI, leaf N concentration and CM readings of different LLs during the vegetative growth period. The results showed that the leaf N gradient, CM readings gradient and PDCMI of different LLs decreased, while the NNI values increased with increasing N supply. The leaf N gradient and CM readings gradient increased gradually from top to bottom of the canopy and CM readings of the bottom LL were more sensitive to changes in plant N concentration. The significantly positive relationship between NNI and CM readings of different LLs (LL1 to LL3) was observed, yet these relationships varied across the years. In contrast, the relationships between NNI and PDCMI of different LLs (LL1 to LL3) were significantly negative. The strongest relationship between PDCMI and NNI which was stable across the cultivars and years was observed for PDCMI1−3 (NNI = −5.74 × PDCMI1−3+1.5, R(2) = 0.76(**)). Additionally, the models developed in this study were validated with the data acquired from two independent experiments to assess their accuracy of prediction. The root mean square error value of 0.1 indicated that the most accurate and robust relationship was observed between PDCMI1–3 and NNI. The projected results would help to develop a simple, non-destructive and reliable approach to accurately assess the crop N status for precisely managing N application during the growth period of summer maize crop.
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spelling pubmed-57804532018-02-05 Simple Assessment of Nitrogen Nutrition Index in Summer Maize by Using Chlorophyll Meter Readings Zhao, Ben Ata-Ul-Karim, Syed Tahir Liu, Zhandong Zhang, Jiyang Xiao, Junfu Liu, Zugui Qin, Anzhen Ning, Dongfeng Yang, Qiuxia Zhang, Yonghui Duan, Aiwang Front Plant Sci Plant Science Rapid and non-destructive diagnostic tools to accurately assess crop nitrogen nutrition index (NNI) are imperative for improving crop nitrogen (N) diagnosis and sustaining crop production. This study was aimed to develop the relationships among NNI, leaf N gradient, chlorophyll meter (CM) readings gradient, and positional differences chlorophyll meter index [PDCMI, the ratio of CM readings between different leaf layers (LLs) of crop canopy] and to validate the accuracy and stability of these relationships across the different LLs, years, sites, and cultivars. Six multi-N rates (0–320 kg ha(−1)) field experiments were conducted with four summer maize cultivars (Zhengdan958, Denghai605, Xundan20, and Denghai661) at two different sites located in China. Six summer maize plants per plot were harvested at each sampling stage to assess NNI, leaf N concentration and CM readings of different LLs during the vegetative growth period. The results showed that the leaf N gradient, CM readings gradient and PDCMI of different LLs decreased, while the NNI values increased with increasing N supply. The leaf N gradient and CM readings gradient increased gradually from top to bottom of the canopy and CM readings of the bottom LL were more sensitive to changes in plant N concentration. The significantly positive relationship between NNI and CM readings of different LLs (LL1 to LL3) was observed, yet these relationships varied across the years. In contrast, the relationships between NNI and PDCMI of different LLs (LL1 to LL3) were significantly negative. The strongest relationship between PDCMI and NNI which was stable across the cultivars and years was observed for PDCMI1−3 (NNI = −5.74 × PDCMI1−3+1.5, R(2) = 0.76(**)). Additionally, the models developed in this study were validated with the data acquired from two independent experiments to assess their accuracy of prediction. The root mean square error value of 0.1 indicated that the most accurate and robust relationship was observed between PDCMI1–3 and NNI. The projected results would help to develop a simple, non-destructive and reliable approach to accurately assess the crop N status for precisely managing N application during the growth period of summer maize crop. Frontiers Media S.A. 2018-01-19 /pmc/articles/PMC5780453/ /pubmed/29403521 http://dx.doi.org/10.3389/fpls.2018.00011 Text en Copyright © 2018 Zhao, Ata-Ul-Karim, Liu, Zhang, Xiao, Liu, Qin, Ning, Yang, Zhang and Duan. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Zhao, Ben
Ata-Ul-Karim, Syed Tahir
Liu, Zhandong
Zhang, Jiyang
Xiao, Junfu
Liu, Zugui
Qin, Anzhen
Ning, Dongfeng
Yang, Qiuxia
Zhang, Yonghui
Duan, Aiwang
Simple Assessment of Nitrogen Nutrition Index in Summer Maize by Using Chlorophyll Meter Readings
title Simple Assessment of Nitrogen Nutrition Index in Summer Maize by Using Chlorophyll Meter Readings
title_full Simple Assessment of Nitrogen Nutrition Index in Summer Maize by Using Chlorophyll Meter Readings
title_fullStr Simple Assessment of Nitrogen Nutrition Index in Summer Maize by Using Chlorophyll Meter Readings
title_full_unstemmed Simple Assessment of Nitrogen Nutrition Index in Summer Maize by Using Chlorophyll Meter Readings
title_short Simple Assessment of Nitrogen Nutrition Index in Summer Maize by Using Chlorophyll Meter Readings
title_sort simple assessment of nitrogen nutrition index in summer maize by using chlorophyll meter readings
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5780453/
https://www.ncbi.nlm.nih.gov/pubmed/29403521
http://dx.doi.org/10.3389/fpls.2018.00011
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