网络抓取技术用于动态分析树冠流线型,与风和气象数据的关系

Y. Giambastiani, S. Romanelli, R. Giusti, S. Cecchi, A. Antonini, L. Bottai, A. Ortolani, B. Gozzini
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摘要

我们城市的生活质量也取决于城市绿化的存在,特别是树木遗产,它提供了多种生态系统服务。另一方面,树木的性质受制于外部压力,从腐烂和因此倒塌的现象。为了监测树木的稳定性,在生理和生物力学方面进行了大量的研究。在这些测试中,我们发现了受控拉动测试,这是一种分析,它再现了风在树上的作用(以静态的方式),并研究了抗倾覆性,特别是关于树根锚定在地面上的阻力。在这个分析中应用的模型提出了一个重要的差距:树木的树冠在风的作用下的行为。这经历了分支的重新配置,以减少阻力,直接影响到冲击面积,冠层孔隙率和振荡频率。重新配置的研究是一个复杂的分析,在文献中,很少有关于年龄,物种,树木位置的广泛变化的作品。本初步研究旨在介绍一种基于机会数据使用的新调查技术。通过利用许多气象网络摄像头和应用网络抓取程序,可以在全球范围内获得关于气象事件期间冠层行为的大量数据,并考虑到风和降水。将气象资料与RGB处理相结合。该框架证明了开发一个能够收集动态树冠行为的数据库的可行性。数据库允许对影响分支对风荷载响应的多个变量(如雨、风向、盛行风和温度)进行高层次的深入研究。所获得的结果是初步的,因为从处理的角度来看,仍然需要一些改进,例如确定冠面积的自动程序。我们认为,与科学界分享这项技术可以创造新的发展机会,从而允许进行更有效的稳定性分析。
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Web scraping technology for a dynamics analysis of tree crown streamlining, in relationships with wind and meteorological data
The life quality in our cities is also determined by the presence of urban greenery, in particular by the arboreal heritage, which provides multiple ecosystem services. On the other hand, trees by their nature are subject to external stresses, from decay and therefore collapse phenomena. In order to monitor the trees stability, numerous investigations are carried out concerning physiological and biomechanical aspects. Among these we find the controlled pulling test, an analysis that reproduces the wind action (in a static way) on the tree and studies the resistance to overturning, in particular with regard to root anchoring to the ground. The models applied within this analysis present an important gap: the behavior of the canopy of trees subject to the force of the wind. This undergoes a reconfiguration of the branching in order to reduce the drag force, with direct repercussions on the impact area, the canopy porosity and the frequency of oscillation. The study of reconfiguration is a complex analysis, in the literature there are few works in relation to the wide variability given by the age, the species, the position of the trees. This preliminary study aims to introduce a new survey technique based on the use of opportunity data. By exploiting the presence of many meteorological webcams and applying web scraping procedures, it is possible to acquire a lot of data all over the world regarding the behavior of the canopy during meteorological events, taking into account wind and precipitation. Meteorological data are combined with RGB processing of crown shooting. Framework proves the feasibility of a database developing able to collect the dynamic tree crown behavior. Database permits a high level deepening about on multiple variable affecting branching response to wind load, like rain, wind direction, prevalent wind, and temperature. The results obtained are preliminary, as some improvements are still needed from a processing point of view, such as the automatic procedure that determines the crown area. We believe that sharing this technique with the scientific community can create new development opportunities and thus allow a more effective stability analysis.
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