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基于高光谱遥感的比值植被指数对水稻褐飞虱胁迫的敏感性。

Sensitivity of a Ratio Vegetation Index Derived from Hyperspectral Remote Sensing to the Brown Planthopper Stress on Rice Plants.

机构信息

Department of Entomology, Nanjing Agricultural University, Nanjing 210095, China.

出版信息

Sensors (Basel). 2019 Jan 17;19(2):375. doi: 10.3390/s19020375.

Abstract

Remote sensing end-products related to vegetation have potential applications in monitoring the health of crops. The sensitivity of a spectral index to crop stress determines its application prospect. Our aim in this study was to explore the sensitivity of a ratio vegetation index (RVI) to identify the damage caused by brown planthoppers (BPHs) on rice plants, and to evaluate the potential application of hyperspectral end-products to monitor population size of BPH. Different numbers of the second-instar nymphs were released onto potted rice at the tillering stage. The plants were exposed to BPH for two, four, six, and eight days, and reflectance from the damaged rice was measured using a hyperspectral spectroradiometer. Measurements were done again two, four, and six days after exposure (recover days), and then the spectral index RVI/ was compared among rice plants infested with different numbers of BPH. The relationships between RVI, the number of BPH and exposure day were simulated by linear and curve models. BPH damage resulted in a decreased spectral index RVI/ of rice plants. RVI well indicated the damage of rice plants caused by six⁻eight BPH nymphs per plant in six⁻eight days, but the index could not identify the damage of these nymphs in two days. The RVI showed a two⁻four-day delay to indicate a slight BPH damage. The spectral index RVI/ could indicate the physiologic compensation of plants for the feeding of BPH and the post-effect of BPH damage on rice. The RVI/ of rice showed a quadratic curve relation with the number of BPH nymphs and a quadratic or linear relation with the exposure day. The recover day had no significant effects on RVI. The RVI/ (Y) could be simulated by a quadratic surface model based on the number of BPH (N) and exposure day (T): Y = 3.09427 + 0.59111T + 0.44296N - 0.03683T² - 0.03035N² - 0.08188NT (R² = 0.5228, < 0.01). In summary, the spectral index RVI/ of rice is sensitive to damage caused by BPH.

摘要

遥感植被衍生产品在监测作物健康方面具有潜在应用。光谱指数对作物胁迫的敏感性决定了其应用前景。本研究旨在探讨比值植被指数(RVI)识别褐飞虱对水稻植株危害的敏感性,并评估高光谱衍生产品监测褐飞虱种群大小的潜力。在分蘖期,将不同数量的二代若虫释放到盆栽水稻上。将这些植株暴露于褐飞虱下 2、4、6 和 8 天,然后使用高光谱分光辐射计测量受损水稻的反射率。暴露(恢复)两天、四天和六天后再次进行测量,然后比较不同数量褐飞虱侵害的水稻植株之间的光谱指数 RVI/。通过线性和曲线模型模拟 RVI、褐飞虱数量和暴露天数之间的关系。褐飞虱的危害导致水稻植株的光谱指数 RVI/降低。RVI 很好地指示了每株 6-8 头褐飞虱若虫在 6-8 天内对水稻植株造成的伤害,但该指数无法识别两天内这些若虫造成的伤害。RVI 显示出 2-4 天的延迟,以指示轻微的褐飞虱伤害。光谱指数 RVI/可以指示植物对褐飞虱取食的生理补偿和褐飞虱对水稻的后效。水稻的 RVI/与褐飞虱若虫数量呈二次曲线关系,与暴露天数呈二次或线性关系。恢复天数对 RVI 没有显著影响。基于褐飞虱数量(N)和暴露天数(T),RVI/(Y)可以通过二次曲面模型进行模拟:Y = 3.09427 + 0.59111T + 0.44296N - 0.03683T² - 0.03035N² - 0.08188NT(R² = 0.5228,<0.01)。总之,水稻的光谱指数 RVI/对褐飞虱造成的伤害很敏感。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf10/6358769/5f83c5cee5c0/sensors-19-00375-g001.jpg

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