细胞网络测量可揭示鸟类运动的时空特性,从而增强全球范围内的基础和应用知识

Daniel Ben Moshe, Hagit Messer, Yuval Werber, N. Sapir
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引用次数: 0

摘要

在许多国家,研究鸟类迁徙的一个主要问题是数据匮乏,从而无法了解鸟类分布和动态的时空特性及其对人类生活的影响。为了解决这个问题,我们提出了一种创新方法,该方法基于无线通信信号衰减计数与鸟类在蜂窝回程网络无线链路上或附近的存在之间的关系。无线点对点通信链路(地面或地球卫星链路)覆盖全球。我们统计了地面商业微波链路(CML)的信号衰减与鸟类迁徙之间的关系。由于现代通信系统经常测量并记录信号电平,因此我们建议将世界各地现有的蜂窝电话和其他无线通信系统的信号电平测量结果用作监测鸟类迁徙的传感器。我们利用运行中的 CML 的实际测量结果表明,鸟类迁徙期间信号衰减的日周期与附近鸟类雷达记录的水鸟迁徙流量相吻合。这证明了所提出的方法在全球范围内通过 CML 进行机会性鸟类迁徙监测的潜力,而且无需额外的硬件安装、维护或通信成本。
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Cellular network measurements can unravel spatiotemporal properties of bird movement to enhance basic and applied knowledge globally
A major problem in studying bird movement in many countries is data scarcity, precluding information about the spatial and temporal properties of avian distribution and dynamics as well as their consequences for human lives. We address this problem by proposing an innovative approach based on the relation between counts of signal attenuation of wireless communication to the presence of birds across or near wireless links of cellular backhaul networks. Wireless point-to-point communication links, on either ground level or earth-satellite links, cover the globe. We statistically relate between signal attenuation in terrestrial Commercial Microwave Links (CMLs) and bird migration. Because modern communication systems measure and often log signal levels routinely, we propose using existing signal level measurements of cellular and other wireless communication systems around the world as sensors for monitoring of bird movement. Using actual measurements from operational CMLs, we show that the daily cycle of signal attenuation during bird migration periods matched that of waterbird migration traffic rate recorded by nearby bird radar. This demonstrates the potential of the proposed method for opportunistic bird movement monitoring by CMLs across the globe, with no additional hardware installation, maintenance or communication costs.
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