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A Comparative Study on Monitoring Leaf-scale Wheat Aphids using Pushbroom Imaging and Non-imaging ASD Field Spectrometers

文献类型： 外文期刊

作者： Zhao, Jin-Ling 1 ; Zhang, Dong-Yan 1 ; Luo, Ju-Hua 1 ; Yang, Hao 1 ; Huang, Lin-Sheng 1 ; Huang, Wen-Jiang 1 ;

作者机构： 1.Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R China

2.Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol Applic, Hangzhou 310003, Zhejiang, Peoples R China

关键词： Leaf-scale wheat aphids;Analytical-spectral-device field spectrometer;Pushbroom imaging spectrometer

期刊名称：INTERNATIONAL JOURNAL OF AGRICULTURE AND BIOLOGY （ 影响因子：0.822； 五年影响因子：0.906 ）

ISSN： 1560-8530

年卷期： 2012 年 14 卷 1 期

页码：

收录情况： SCI

摘要： Present paper provides information on comparing the spectral characteristics of leaf-scale wheat aphids using simultaneously the imaging Pushbroom Imaging Spectrometer (PIS) and non-imaging ASD (Analytical Spectral Devices) Fieldspec-FR2500 field spectrometer. Comparative results indicated that the PIS proved superior to the ASD in spectral resolution and sampling interval t it was inferior in spectral range and field of view (FOV). Moreover, corresponding spectral properties were fairly similar from ding reflectance, spectral difference and change rate and the sensitive bands and spectral ranges. Spectral curves from devices showed the typical reflectance properties of green vegetation: green peak at 550 rim, red valley at 680 rim and highly far-infrared reflectance at 780 nm. However, the specific reflectance values appeared different for four damage levels (Normal, Light, Moderate & Serious). The maximum and minimum reflectance values were respectively 41.18% and 2.36% le PIS, while they were 40.32% and 1.51% for the ASD, respectively. Specifically, in the wavelength range of 400-900 nm. Many were similar in the spectral difference and change rate. The maximum values were respectively 14.8% and 14.0% for PIS, and they were 8.7% and 20.3% for the ASD, respectively. Additionally, continuum removal was used to comparative selection of sensitive bands and ranges, which were 500 nm and 663 urn, 430-530 nm and 550-690 nm for the ASD, v they were 504 nut and 681 nm, 430-530 nm and 550-730 nm for the PIS, respectively. Finally, using the high,it ion PIS image, environment for visualizing images (ENVI-EX) was also used to extract aphids. Overall accuracy spatial thus 97%. This study can explore further investigations in precision agriculture using near-ground imaging spectrometers. (C) 2012 Friends Science Publishers

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