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LIDAR as an alternative to passive collectors to measure pesticide spray drift

机译:激光雷达作为被动收集器的替代品来测量农药喷雾漂移

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摘要

Pesticide spray drift entails a series of risks and costs in terms of human, animal and environmental well-being. A proper understanding of this phenomenon is essential to minimise these risks. However, most conventional methods used in drift measurement are based on point collectors which are unable to obtain information concerning the temporal or spatial evolution of the pesticide cloud. Such methods are also costly, labour-intensive, and require a considerable amount of time. The aim of this paper is to propose a method to measure the spray drift based on lidar (LIght Detection And Ranging) and to prove that it can be an alternative to passive collectors. An analytical model is proposed to relate the measurements obtained through passive collectors and those obtained with lidar systems considering several spray application and meteorological parameters. The model was tested through an experimental campaign involving multiple ground spray tests. A lidar system and two types of passive collectors (nylon strings and water-sensitive paper) were used simultaneously to measure the drift. The results showed for each test a high coefficient of determination (R2˜0.90) between the lidar signal and the tracer mass captured by the nylon strings. This coefficient decreased (R2=0.77) when all tests were considered together. Lidar measurements were also used to study the evolution of the pesticide cloud with high range (1.5m) and temporal resolution (1s) and to estimate its velocity. Furthermore, a very satisfactory adjustment (R2=0.89) was observed between the tracer mass collected by the nylon lines and the coverage on water-sensitive paper sheets. These results are in accordance with the proposed analytical model and allow the conclusion that the application and meteorological parameters can be considered spatially invariant for a given test but are not invariant for different tests.
机译:农药喷雾飘移会给人类,动物和环境带来一系列风险和成本。对这种现象的正确理解对于最大程度地减少这些风险至关重要。但是,漂移测量中使用的大多数常规方法都是基于点收集器的,这些点收集器无法获得有关农药云的时间或空间演化的信息。这样的方法也是昂贵的,劳动密集的,并且需要大量的时间。本文的目的是提出一种基于激光雷达的雾滴测量方法(光检测和测距),并证明它可以替代无源收集器。提出了一种分析模型,将通过被动收集器获得的测量结果与通过激光雷达系统获得的测量结果相关联,并考虑了多种喷雾应用和气象参数。通过涉及多个地面喷雾测试的实验活动对模型进行了测试。同时使用激光雷达系统和两种类型的无源收集器(尼龙绳和水敏纸)来测量漂移。结果表明,对于每个测试,激光雷达信号与尼龙绳捕获的示踪物质量之间的确定系数较高(R2〜0.90)。当一起考虑所有测试时,该系数降低(R2 = 0.77)。激光雷达测量还用于研究高范围(1.5m)和时间分辨率(1s)的农药云的演化并估算其速度。此外,在尼龙线收集的示踪物质量与水敏纸的覆盖率之间观察到非常令人满意的调节(R2 = 0.89)。这些结果符合所提出的分析模型,并得出这样的结论:对于给定的测试,应用程序和气象参数可以被认为在空间上是不变的,但对于不同的测试却不是不变的。

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