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Soybean Aphid (Hemiptera: Aphididae) Affects Soybean Spectral Reflectance

机译:大豆蚜虫(半翅目:蚜科)影响大豆光谱反射率

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摘要

Soybean aphid, Aphis glycines Matsumura (Hemiptera: Aphididae), is the most economically important insect pest of soybean in the north central United States. Scouting-based integrated pest management (IPM) programs could become more efficient and more widely adopted by using plant spectral reflectance to estimate soybean aphid injury. Our objective was to determine whether plant spectral reflectance is affected by soybean aphid feeding. Field trials were conducted in 2013 and 2014 using caged plots. Early-, late-, and noninfested treatments were established to create a gradient of soybean aphid pressure. Whole-plant soybean aphid densities were recorded weekly. Measurements of plant spectral reflectance occurred on two sample dates per year. Simple linear regression models were used to test the effect of cumulative aphid-days (CAD) on plant spectral reflectance at 680 nm (RED) and 800 nm (NIR), normalized difference vegetation index (NDVI), and relative chlorophyll content. Data indicated that CAD had no effect on canopy-level RED reflectance, but CAD decreased canopy-level NIR reflectance and NDVI. Canopy- and leaf-level measurements typically indicated similar plant spectral response to increasing CAD. CAD generally had no effect on relative chlorophyll content. The present study provides the first documentation that remote sensing holds potential for detecting changes in plant spectral reflectance induced by soybean aphid. The use of plant spectral reflectance in soybean aphid management may assist future IPM programs to reduce sampling costs and prevent prophylactic insecticide sprays.
机译:大豆蚜虫Aphis glycines Matsumura(Hemiptera:Aphididae)是美国中北部最经济重要的大豆害虫。通过使用植物光谱反射率估算大豆蚜虫危害,基于侦察的综合害虫管理(IPM)程序可能会变得更加高效并得到更广泛的采用。我们的目标是确定大豆蚜虫摄食是否会影响植物的光谱反射率。 2013年和2014年使用网箱样地进行了田间试验。建立了早期,晚期和非侵染处理,以建立大豆蚜虫压力梯度。每周记录全株大豆蚜虫密度。每年在两个采样日期进行植物光谱反射率的测量。使用简单的线性回归模型来测试累积蚜日(CAD)对680 nm(RED)和800 nm(NIR)的植物光谱反射率,归一化差异植被指数(NDVI)和相对叶绿素含量的影响。数据表明,CAD对冠层水平的RED反射率没有影响,但是CAD降低了冠层水平的NIR反射率和NDVI。冠层和叶片水平的测量值通常表明相似的植物光谱对增加的CAD的响应。 CAD通常对相对叶绿素含量没有影响。本研究提供了第一个文献,即遥感具有检测大豆蚜虫引起的植物光谱反射率变化的潜力。在大豆蚜虫管理中使用植物光谱反射率可能会有助于将来的IPM计划,以降低采样成本并预防喷洒杀虫剂。

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