Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.fcr.2008.12.009 |
A spectral index to monitor the head-emergence of wheat in semi-arid conditions | |
Pimstein, Agustin2; Eitel, Jan U. H.3; Long, Dan S.4; Mufradi, Israel1; Karnieli, Arnon2; Bonfil, David J.1 | |
通讯作者 | Bonfil, David J. |
来源期刊 | FIELD CROPS RESEARCH
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ISSN | 0378-4290 |
EISSN | 1872-6852 |
出版年 | 2009 |
卷号 | 111期号:3页码:218-225 |
英文摘要 | Harvesting wheat (Triticium aestivum L.) for forage or leaving it for grain is the main decision uncertainty growers face in semi-arid regions during mid-season. To facilitate decision-making, a decision support system (DSS) has recently been proposed that requires information about crop water and nutritional status during spike emergence. Though remote sensing has been used to provide site-specific crop status information, a spectral vegetation index is needed to ensure that the information has been acquired during spike emergence. The objective of this study was to propose a spectral index sensitive to spike emergence and validate its suitability across different commercial farm fields by using ground spectral measurements and multispectral satellite imagery. To develop the index, controlled experiments with commonly grown wheat varieties were conducted during the 2004/2005 and 2005/2006 growing season in the agricultural area of the northern Negev desert of Israel, The experiments showed that spike ernergence correlated most strongly (r = 0.7, p < 0.05) with spectral changes near the 1.2 mu m water absorption feature in contrast to the band at 1.1 mu m which appeared to be only weakly correlated. Thus, the spike emergence sensitive band at 1.2 mu m has been combined with the insensitive band at 1.1 mu m as reference to form the ratio-based normalized heading index (NHI). Experimental data were then used to establish an index threshold that helps separate data acquired before and after spike emergence. The proposed NHI was able to identify spike emergence with a classification accuracy varying between 53 and 83%. Accuracy was influenced by season, and whether narrow or broad spectral hands were used. Validation of the index in commercial farm fields in Israel and the United States showed that the classification accuracy was similar for ground spectral measurements and the advanced land imager (ALI) satellite imagery. These results suggest that the NHI is Suited for identifying the onset of heading throughout wheat-growing areas without the need for characterizing seasonal trends. (C) 2008 Elsevier B.V. All rights reserved. |
英文关键词 | Zadoks Vegetation index Normalized heading index (NHI) Canopy reflectance Water status Advanced land imager (ALI) satellite images Decision support system (DSS) |
类型 | Article |
语种 | 英语 |
国家 | Israel ; USA |
收录类别 | SCI-E |
WOS记录号 | WOS:000264650700005 |
WOS关键词 | DECISION-SUPPORT-SYSTEM ; WATER-CONTENT ; ABSORPTION FEATURES ; VEGETATION INDEXES ; REFLECTANCE DATA ; LIQUID WATER ; MODIS ; INVERSION ; PHENOLOGY ; SERIES |
WOS类目 | Agronomy |
WOS研究方向 | Agriculture |
来源机构 | Ben-Gurion University of the Negev |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/160628 |
作者单位 | 1.Agr Res Org, Gilat Res Ctr, Field Crops & Nat Resources Dept, IL-85280 Negev 2, Israel; 2.Ben Gurion Univ Negev, Jacob Blaustein Inst Desert Res, Remote Sensing Lab, IL-84990 Sede Boqer, Israel; 3.Univ Idaho, Geospatial Lab Environm Dynam, Moscow, ID 83843 USA; 4.USDA ARS, CPCRC, Pendleton, OR 97810 USA |
推荐引用方式 GB/T 7714 | Pimstein, Agustin,Eitel, Jan U. H.,Long, Dan S.,et al. A spectral index to monitor the head-emergence of wheat in semi-arid conditions[J]. Ben-Gurion University of the Negev,2009,111(3):218-225. |
APA | Pimstein, Agustin,Eitel, Jan U. H.,Long, Dan S.,Mufradi, Israel,Karnieli, Arnon,&Bonfil, David J..(2009).A spectral index to monitor the head-emergence of wheat in semi-arid conditions.FIELD CROPS RESEARCH,111(3),218-225. |
MLA | Pimstein, Agustin,et al."A spectral index to monitor the head-emergence of wheat in semi-arid conditions".FIELD CROPS RESEARCH 111.3(2009):218-225. |
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