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

机译:高光谱遥感比例植被指数对水稻植株褐飞虱胁迫的敏感性

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摘要

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 RVI746/670 was compared among rice plants infested with different numbers of BPH. The relationships between RVI746/670, the number of BPH and exposure day were simulated by linear and curve models. BPH damage resulted in a decreased spectral index RVI746/670 of rice plants. RVI746/670 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 RVI746/670 showed a two–four-day delay to indicate a slight BPH damage. The spectral index RVI746/670 could indicate the physiologic compensation of plants for the feeding of BPH and the post-effect of BPH damage on rice. The RVI746/670 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 RVI746/670. The RVI746/670 (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, p < 0.01). In summary, the spectral index RVI746/670 of rice is sensitive to damage caused by BPH.
机译:与植被有关的遥感最终产品在监测作物健康方面具有潜在的应用。光谱指数对作物胁迫的敏感性决定了其应用前景。我们在这项研究中的目的是探索比率植被指数(RVI)的敏感性,以确定褐飞虱(BPH)对水稻植物造成的损害,并评估高光谱最终产品在监测BPH种群规模方面的潜在应用。分till期将不同数量的二龄若虫释放到盆栽水稻上。将植物暴露于BPH 2天,4天,6天和8天,并使用高光谱光谱仪测量受损水稻的反射率。在暴露后两天,四天和六天(恢复天)再次进行测量,然后在感染了不同数量BPH的水稻植株中比较光谱指数RVI746 / 670。通过线性和曲线模型模拟了RVI746 / 670,BPH数量和接触天数之间的关系。 BPH损害导致水稻植物的光谱指数RVI746 / 670降低。 RVI746 / 670很好地表明了在六到八天内,每株植物六十八种BPH若虫对水稻植物的危害,但该指数在两天内无法识别这些若虫的危害。 RVI746 / 670显示延迟两到四天,表明BPH受到轻微损坏。光谱指数RVI746 / 670可以表明植物对BPH的摄食和BPH损害对水稻的后代生理补偿。水稻的RVI746 / 670与BPH若虫数量呈二次曲线关系,与暴露天数呈二次或线性关系。恢复日对RVI746 / 670没有重大影响。 RVI746 / 670(Y)可以根据BPH数量(N)和暴露天数(T)通过二次曲面模型进行模拟:Y = 3.09427 + 0.59111T + 0.44296N-0.03683T 2 -0.03035N 2 -0.08188NT(R 2 = 0.5228,p <0.01)。总之,大米的光谱指数RVI746 / 670对BPH造成的损害很敏感。

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