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A comparison of harvest index estimation methods of winter wheat based on field measurements of biophysical and spectral data
Li Heli(李贺丽); Luo Yi; Xue XP; Xue Xiaoping; Zhao Yujin; Zhao Hong; Li Feng
2011
Source PublicationBIOSYSTEMS ENGINEERING
Volume109Issue:4Pages:396-403
Corresponding AuthorLuo Yi
AbstractCrop harvest index (HI) is a key parameter in grain yield simulation from indirect biomass estimates and varies with crop growth conditions. How to access the HI still remains an issue to be addressed. Several HI estimation techniques for wheat have been proposed based on the fraction of water transpired after anthesis (theta(E) or theta(Ee)), the fraction of biomass accumulation after anthesis (f(G)) and the ratio of the mean normalized difference vegetation index (NDVI) after anthesis to that of the pre-anthesis period (NDVI(post)/NDVI(pre)). In this paper, efforts were made to test the performances of the above HI estimation methods based on field measurements of winter wheat at different nitrogen (N) levels. Results showed that the HI changed significantly from low-N to high-N treatments, while the theta(E) or theta(Ee) was not sensitive to the N deficiency. In addition, no consistent effect of N fertilizer on f(G) was observed. Using the canopy NDVI to estimate HI seemed workable since strong correlations were found between HI, the term 'NDVI(post)/NDVI(pre)' and the fraction of cumulative NDVI after anthesis. Further analysis suggested a good estimation of HI can be obtained just using the NDVI dataset from anthesis to maturity, especially via binary regression relations of HI, NDVI at anthesis and cumulative NDVI after anthesis. The proposed method in this study may be well oriented to practical application as its short-term dataset is relatively easy to access from satellite platforms. (C) 2011 IAgrE. Published by Elsevier Ltd. All rights reserved.
KeywordLeaf-area Index Grain-yield Nitrogen-fertilizer Simple-model Water-use Crop Production Reflectance Uncertainties Components Efficiency
Indexed BySCI
Language英语
Funding OrganizationChinese Academy of Sciences KSCX2-EW-B-1;National Natural Science Foundation of China 90502005
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/8106
Collection研究生部
Corresponding AuthorLuo Yi
Recommended Citation
GB/T 7714
Li Heli,Luo Yi,Xue XP,et al. A comparison of harvest index estimation methods of winter wheat based on field measurements of biophysical and spectral data[J]. BIOSYSTEMS ENGINEERING,2011,109(4):396-403.
APA Li Heli.,Luo Yi.,Xue XP.,Xue Xiaoping.,Zhao Yujin.,...&Li Feng.(2011).A comparison of harvest index estimation methods of winter wheat based on field measurements of biophysical and spectral data.BIOSYSTEMS ENGINEERING,109(4),396-403.
MLA Li Heli,et al."A comparison of harvest index estimation methods of winter wheat based on field measurements of biophysical and spectral data".BIOSYSTEMS ENGINEERING 109.4(2011):396-403.
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