Arid
DOI10.1016/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
ISSN0378-4290
EISSN1872-6852
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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Pimstein, Agustin]的文章
[Eitel, Jan U. H.]的文章
[Long, Dan S.]的文章
百度学术
百度学术中相似的文章
[Pimstein, Agustin]的文章
[Eitel, Jan U. H.]的文章
[Long, Dan S.]的文章
必应学术
必应学术中相似的文章
[Pimstein, Agustin]的文章
[Eitel, Jan U. H.]的文章
[Long, Dan S.]的文章
相关权益政策
暂无数据
收藏/分享

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。