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Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan
For estimation of grain yield in wheat, Normalized Difference Vegetation Index (NDVI) is considered as a potential screening tool. Field experiments were conducted to scrutinize the response of NDVI to yield behavior of different wheat cultivars and nitrogen fertilization at agronomic research area,...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4090434/ https://www.ncbi.nlm.nih.gov/pubmed/25045744 http://dx.doi.org/10.1155/2014/725326 |
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author | Sultana, Syeda Refat Ali, Amjed Ahmad, Ashfaq Mubeen, Muhammad Zia-Ul-Haq, M. Ahmad, Shakeel Ercisli, Sezai Jaafar, Hawa Z. E. |
author_facet | Sultana, Syeda Refat Ali, Amjed Ahmad, Ashfaq Mubeen, Muhammad Zia-Ul-Haq, M. Ahmad, Shakeel Ercisli, Sezai Jaafar, Hawa Z. E. |
author_sort | Sultana, Syeda Refat |
collection | PubMed |
description | For estimation of grain yield in wheat, Normalized Difference Vegetation Index (NDVI) is considered as a potential screening tool. Field experiments were conducted to scrutinize the response of NDVI to yield behavior of different wheat cultivars and nitrogen fertilization at agronomic research area, University of Agriculture Faisalabad (UAF) during the two years 2008-09 and 2009-10. For recording the value of NDVI, Green seeker (Handheld-505) was used. Split plot design was used as experimental model in, keeping four nitrogen rates (N(1) = 0 kg ha(−1), N(2) = 55 kg ha(−1), N(3) = 110 kg ha(−1), and N(4) = 220 kg ha(−1)) in main plots and ten wheat cultivars (Bakkhar-2001, Chakwal-50, Chakwal-97, Faisalabad-2008, GA-2002, Inqlab-91, Lasani-2008, Miraj-2008, Sahar-2006, and Shafaq-2006) in subplots with four replications. Impact of nitrogen and difference between cultivars were forecasted through NDVI. The results suggested that nitrogen treatment N(4) (220 kg ha(−1)) and cultivar Faisalabad-2008 gave maximum NDVI value (0.85) at grain filling stage among all treatments. The correlation among NDVI at booting, grain filling, and maturity stages with grain yield was positive (R (2) = 0.90; R (2) = 0.90; R (2) = 0.95), respectively. So, booting, grain filling, and maturity can be good depictive stages during mid and later growth stages of wheat crop under agroclimatic conditions of Faisalabad and under similar other wheat growing environments in the country. |
format | Online Article Text |
id | pubmed-4090434 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-40904342014-07-20 Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan Sultana, Syeda Refat Ali, Amjed Ahmad, Ashfaq Mubeen, Muhammad Zia-Ul-Haq, M. Ahmad, Shakeel Ercisli, Sezai Jaafar, Hawa Z. E. ScientificWorldJournal Research Article For estimation of grain yield in wheat, Normalized Difference Vegetation Index (NDVI) is considered as a potential screening tool. Field experiments were conducted to scrutinize the response of NDVI to yield behavior of different wheat cultivars and nitrogen fertilization at agronomic research area, University of Agriculture Faisalabad (UAF) during the two years 2008-09 and 2009-10. For recording the value of NDVI, Green seeker (Handheld-505) was used. Split plot design was used as experimental model in, keeping four nitrogen rates (N(1) = 0 kg ha(−1), N(2) = 55 kg ha(−1), N(3) = 110 kg ha(−1), and N(4) = 220 kg ha(−1)) in main plots and ten wheat cultivars (Bakkhar-2001, Chakwal-50, Chakwal-97, Faisalabad-2008, GA-2002, Inqlab-91, Lasani-2008, Miraj-2008, Sahar-2006, and Shafaq-2006) in subplots with four replications. Impact of nitrogen and difference between cultivars were forecasted through NDVI. The results suggested that nitrogen treatment N(4) (220 kg ha(−1)) and cultivar Faisalabad-2008 gave maximum NDVI value (0.85) at grain filling stage among all treatments. The correlation among NDVI at booting, grain filling, and maturity stages with grain yield was positive (R (2) = 0.90; R (2) = 0.90; R (2) = 0.95), respectively. So, booting, grain filling, and maturity can be good depictive stages during mid and later growth stages of wheat crop under agroclimatic conditions of Faisalabad and under similar other wheat growing environments in the country. Hindawi Publishing Corporation 2014 2014-06-22 /pmc/articles/PMC4090434/ /pubmed/25045744 http://dx.doi.org/10.1155/2014/725326 Text en Copyright © 2014 Syeda Refat Sultana et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Sultana, Syeda Refat Ali, Amjed Ahmad, Ashfaq Mubeen, Muhammad Zia-Ul-Haq, M. Ahmad, Shakeel Ercisli, Sezai Jaafar, Hawa Z. E. Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan |
title | Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan |
title_full | Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan |
title_fullStr | Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan |
title_full_unstemmed | Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan |
title_short | Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan |
title_sort | normalized difference vegetation index as a tool for wheat yield estimation: a case study from faisalabad, pakistan |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4090434/ https://www.ncbi.nlm.nih.gov/pubmed/25045744 http://dx.doi.org/10.1155/2014/725326 |
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