Non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in rice

Non-destructive assessment of plant nitrogen (N) status is essential for efficient crop production and N management in intensive rice (Oryza sativa L.) cropping systems. Chlorophyll meter (SPAD-502) has been widely used as a rapid, non-destructive and cost-effective diagnostic tool for in-season ass...

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Main Authors: Syed Tahir Ata-Ul-Karim, Qiang Cao, Yan Zhu, Liang Tang, Muhammad Ishaq Asif Rehmani, Weixing Cao
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-12-01
Series:Frontiers in Plant Science
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpls.2016.01829/full
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spelling doaj-fbd7f1f5143b40a8bdd4b454998bece32020-11-24T21:21:07ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2016-12-01710.3389/fpls.2016.01829219327Non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in riceSyed Tahir Ata-Ul-Karim0Qiang Cao1Yan Zhu2Liang Tang3Muhammad Ishaq Asif Rehmani4Weixing Cao5Nanjing Agricultural UniversityNanjing Agricultural UniversityNanjing Agricultural UniversityNanjing Agricultural UniversityGhazi University, Dera Ghazi KhanNanjing Agricultural UniversityNon-destructive assessment of plant nitrogen (N) status is essential for efficient crop production and N management in intensive rice (Oryza sativa L.) cropping systems. Chlorophyll meter (SPAD-502) has been widely used as a rapid, non-destructive and cost-effective diagnostic tool for in-season assessment of crop N status. The present study was intended to establish the quantitative relationships between chlorophyll meters readings, plant N concentration (PNC), N nutrition index (NNI), accumulated N deficit (AND), and N requirement (NR), as well as to compare the stability of these relationships at different vegetative growth stages in Japonica and Indica rice cultivars. Seven multi-locational field experiments using varied N rates and seven rice cultivars were conducted in east China. The results showed that the PNC and chlorophyll meters readings increased with increasing N application rates across the cultivars, growing seasons, and sites. The PNC and chlorophyll meters readings under varied N rates ranged from 2.29 to 3.21, 1.06 to 1.82 and 37.10 to 45.4 and 37.30 to 46.6, respectively, at TL and HD stages for Japonica rice cultivars, while they ranged from 2.25 to 3.23, 1.34 to 1.91 and 35.6 to 43.3 and 37.3 to 45.5 for Indica rice cultivars, respectively. The quantitative relationships between chlorophyll meters readings, PNC, NNI, AND, and NR established at different crop growth stages in two rice ecotypes, were highly significant with R2 values ranging from 0.69 to 0.93 and 0.71 to 0.86 for Japonica and Indica rice, respectively. The strongest relationships were observed for AND and NR at panicle initiation and booting stages in both rice ecotypes. The validation of the relationships developed in the present study with an independent data exhibited a solid model performance and confirmed their robustness as a reliable and rapid diagnostic tool for in-season estimation of plant N parameters for sustainable N management in rice. The results of this study will offer a suitable approach for managing N application precisely during the growth period of the rice crop in intensive rice cropping systems in east China.http://journal.frontiersin.org/Journal/10.3389/fpls.2016.01829/fullgrowth stagesNitrogen nutrition indexCritical nitrogenChlorophyll meterAccumulated nitrogen deficitNitrogen requirement
collection DOAJ
language English
format Article
sources DOAJ
author Syed Tahir Ata-Ul-Karim
Qiang Cao
Yan Zhu
Liang Tang
Muhammad Ishaq Asif Rehmani
Weixing Cao
spellingShingle Syed Tahir Ata-Ul-Karim
Qiang Cao
Yan Zhu
Liang Tang
Muhammad Ishaq Asif Rehmani
Weixing Cao
Non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in rice
Frontiers in Plant Science
growth stages
Nitrogen nutrition index
Critical nitrogen
Chlorophyll meter
Accumulated nitrogen deficit
Nitrogen requirement
author_facet Syed Tahir Ata-Ul-Karim
Qiang Cao
Yan Zhu
Liang Tang
Muhammad Ishaq Asif Rehmani
Weixing Cao
author_sort Syed Tahir Ata-Ul-Karim
title Non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in rice
title_short Non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in rice
title_full Non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in rice
title_fullStr Non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in rice
title_full_unstemmed Non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in rice
title_sort non-destructive assessment of plant nitrogen parameters using leaf chlorophyll measurements in rice
publisher Frontiers Media S.A.
series Frontiers in Plant Science
issn 1664-462X
publishDate 2016-12-01
description Non-destructive assessment of plant nitrogen (N) status is essential for efficient crop production and N management in intensive rice (Oryza sativa L.) cropping systems. Chlorophyll meter (SPAD-502) has been widely used as a rapid, non-destructive and cost-effective diagnostic tool for in-season assessment of crop N status. The present study was intended to establish the quantitative relationships between chlorophyll meters readings, plant N concentration (PNC), N nutrition index (NNI), accumulated N deficit (AND), and N requirement (NR), as well as to compare the stability of these relationships at different vegetative growth stages in Japonica and Indica rice cultivars. Seven multi-locational field experiments using varied N rates and seven rice cultivars were conducted in east China. The results showed that the PNC and chlorophyll meters readings increased with increasing N application rates across the cultivars, growing seasons, and sites. The PNC and chlorophyll meters readings under varied N rates ranged from 2.29 to 3.21, 1.06 to 1.82 and 37.10 to 45.4 and 37.30 to 46.6, respectively, at TL and HD stages for Japonica rice cultivars, while they ranged from 2.25 to 3.23, 1.34 to 1.91 and 35.6 to 43.3 and 37.3 to 45.5 for Indica rice cultivars, respectively. The quantitative relationships between chlorophyll meters readings, PNC, NNI, AND, and NR established at different crop growth stages in two rice ecotypes, were highly significant with R2 values ranging from 0.69 to 0.93 and 0.71 to 0.86 for Japonica and Indica rice, respectively. The strongest relationships were observed for AND and NR at panicle initiation and booting stages in both rice ecotypes. The validation of the relationships developed in the present study with an independent data exhibited a solid model performance and confirmed their robustness as a reliable and rapid diagnostic tool for in-season estimation of plant N parameters for sustainable N management in rice. The results of this study will offer a suitable approach for managing N application precisely during the growth period of the rice crop in intensive rice cropping systems in east China.
topic growth stages
Nitrogen nutrition index
Critical nitrogen
Chlorophyll meter
Accumulated nitrogen deficit
Nitrogen requirement
url http://journal.frontiersin.org/Journal/10.3389/fpls.2016.01829/full
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