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归一化植被指数作为小麦产量估算工具:巴基斯坦费萨拉巴德的案例研究

Normalized Difference Vegetation Index as a tool for wheat yield estimation: a case study from Faisalabad, Pakistan.

作者信息

Sultana Syeda Refat, Ali Amjed, Ahmad Ashfaq, Mubeen Muhammad, Zia-Ul-Haq M, Ahmad Shakeel, Ercisli Sezai, Jaafar Hawa Z E

机构信息

University College of Agriculture, University of Sargodha, Sargodha 40100, Pakistan.

Agro-Climatology Laboratory, Department of Agronomy, University of Agriculture, Faisalabad 38040, Pakistan.

出版信息

ScientificWorldJournal. 2014;2014:725326. doi: 10.1155/2014/725326. Epub 2014 Jun 22.

Abstract

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 (N1 = 0 kg ha(-1), N2 = 55 kg ha(-1), N3 = 110 kg ha(-1), and N4 = 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 N4 (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.

摘要

为了估算小麦的籽粒产量,归一化植被指数(NDVI)被视为一种潜在的筛选工具。2008 - 2009年和2009 - 2010年期间,在费萨拉巴德农业大学(UAF)的农艺研究区进行了田间试验,以研究NDVI对不同小麦品种产量表现和氮肥施用的响应。为记录NDVI值,使用了绿色探测器(手持 - 505)。试验采用裂区设计,主区设置4个施氮量水平(N1 = 0 kg·ha⁻¹,N2 = 55 kg·ha⁻¹,N3 = 110 kg·ha⁻¹,N4 = 220 kg·ha⁻¹),副区设置10个小麦品种(Bakkhar - 2001、Chakwal - 50、Chakwal - 97、Faisalabad - 2008、GA - 2002、Inqlab - 91、Lasani - 2008、Miraj - 2008、Sahar - 2006和Shafaq - 2006),重复4次。通过NDVI预测氮肥的影响以及品种间的差异。结果表明,在所有处理中,氮肥处理N4(220 kg·ha⁻¹)和品种Faisalabad - 2008在灌浆期的NDVI值最高(0.85)。孕穗期、灌浆期和成熟期的NDVI与籽粒产量的相关性均为正(R²分别为0.90、0.90、0.95)。因此,在费萨拉巴德的农业气候条件下以及该国其他类似的小麦种植环境中,孕穗期、灌浆期和成熟期可作为小麦作物中后期生长阶段的良好描述阶段。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0270/4090434/967eb0ae9651/TSWJ2014-725326.001.jpg

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