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Rainfall estimation using moving cars as rain gauges - laboratory experiments

机译:使用移动汽车作为雨量计进行雨量估算-实验室实验

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The spatial assessment of short time-step precipitation is a challenging task. Low density of observation networks, as well as the bias in radar rainfall estimation motivated the new idea of exploiting cars as moving rain gauges with windshield wipers or optical sensors as measurement devices. In a preliminary study, this idea has been tested with computer experiments (Haberlandt and Sester, 2010). The results have shown that a high number of possibly inaccurate measurement devices (moving cars) provide more reliable areal rainfall estimations than a lower number of precise measurement devices (stationary gauges). Instead of assuming a relationship between wiper frequency (W) and rainfall intensity (R) with an arbitrary error, the main objective of this study is to derive valid W-R relationships between sensor readings and rainfall intensity by laboratory experiments. Sensor readings involve the wiper speed, as well as optical sensors which can be placed on cars and are usually made for automating wiper activities. A rain simulator with the capability of producing a wide range of rainfall intensities is designed and constructed. The wiper speed and two optical sensors are used in the laboratory to measure rainfall intensities, and compare it with tipping bucket readings as reference. Furthermore, the effect of the car speed on the estimation of rainfall using a car speed simulator device is investigated. The results show that the sensor readings, which are observed from manual wiper speed adjustment according to the front visibility, can be considered as a strong indicator for rainfall intensity, while the automatic wiper adjustment show weaker performance. Also the sensor readings from optical sensors showed promising results toward measuring rainfall rate. It is observed that the car speed has a significant effect on the rainfall measurement. This effect is highly dependent on the rain type as well as the windshield angle.
机译:短时间步长降水的空间评估是一项艰巨的任务。观测网络的低密度以及雷达降雨估计的偏差激发了新的想法,即利用汽车作为带有雨刷或光学传感器作为测量设备的移动雨量计。在初步研究中,此想法已通过计算机实验进行了测试(Haberlandt和Sester,2010年)。结果表明,大量的可能不准确的测量设备(移动的汽车)比较少数量的精确测量设备(固定式仪表)提供了更可靠的区域降雨估计。本研究的主要目的不是通过假设误差来确定抽头频率(W)与降雨强度(R)之间的关系,而是通过实验室实验得出传感器读数与降雨强度之间的有效W-R关系。传感器读数涉及刮水器速度,以及可以放置在汽车上的光学传感器,通常用于自动进行刮水器活动。设计并制造了一种能够产生多种降雨强度的降雨模拟器。实验室使用刮水器速度和两个光学传感器来测量降雨强度,并将其与翻斗读数进行比较。此外,研究了使用车速模拟器设备的车速对降雨估计的影响。结果表明,根据前部可见性从手动雨刮器速度调节中观察到的传感器读数可被视为降雨强度的有力指标,而自动雨刮器调节则显示出较弱的性能。光学传感器的传感器读数也显示出对测量降雨率有希望的结果。可以看出,车速对降雨测量有很大影响。这种效果高度依赖于雨水类型以及挡风玻璃角度。

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