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Hyperspectral Monitoring of Green Roof Vegetation Health State in Sub-Mediterranean Climate: Preliminary Results

机译:地中海下气候绿色屋顶植被健康状况的高光谱监测:初步结果

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摘要

In urban and industrial environments, the constant increase of impermeable surfaces has produced drastic changes in the natural hydrological cycle. Decreasing green areas not only produce negative effects from a hydrological-hydraulic perspective, but also from an energy point of view, modifying the urban microclimate and generating, as shown in the literature, heat islands in our cities. In this context, green infrastructures may represent an environmental compensation action that can be used to re-equilibrate the hydrological and energy balance and reduce the impact of pollutant load on receiving water bodies. To ensure that a green infrastructure will work properly, vegetated areas have to be continuously monitored to verify their health state. This paper presents a ground spectroscopy monitoring survey of a green roof installed at the University of Calabria fulfilled via the acquisition and analysis of hyperspectral data. This study is part of a larger research project financed by European Structural funds aimed at understanding the influence of green roofs on rainwater management and energy consumption for air conditioning in the Mediterranean area. Reflectance values were acquired with a field-portable spectroradiometer that operates in the range of wavelengths 350–2500 nm. The survey was carried out during the time period November 2014–June 2015 and data were acquired weekly. Climatic, thermo-physical, hydrological and hydraulic quantities were acquired as well and related to spectral data. Broadband and narrowband spectral indices, related to chlorophyll content and to chlorophyll–carotenoid ratio, were computed. The two narrowband indices NDVI705 and SIPI turned out to be the most representative indices to detect the plant health status.
机译:在城市和工业环境中,不透水表面的不断增加在自然水文循环中产生了巨大的变化。减少绿地面积不仅会从水文-水力的角度产生负面影响,而且还会从能源的角度出发,改变城市的微气候,并产生文献中所示的热岛。在这种情况下,绿色基础设施可以代表一种环境补偿行动,可用于重新平衡水文和能源平衡并减少污染物负荷对接收水体的影响。为了确保绿色基础设施正常运行,必须对植被区进行持续监控以验证其健康状况。本文介绍了卡拉布里亚大学安装的绿色屋顶的地面光谱监测调查,该调查通过对高光谱数据的采集和分析完成。这项研究是由欧洲结构基金资助的一项较大研究项目的一部分,该项目旨在了解绿色屋顶对地中海地区雨水管理和空调能耗的影响。反射率值是通过可在波长350-2500 nm范围内工作的便携式光谱仪获得的。该调查于2014年11月至2015年6月进行,每周收集一次数据。还获取了气候,热物理,水文和水力数量,并且与光谱数据有关。计算了与叶绿素含量和叶绿素-类胡萝卜素比率有关的宽带和窄带光谱指数。事实证明,两个窄带指数NDVI705和SIPI是检测植物健康状况的最具代表性的指数。

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