Measuring solar radiation and spatio-temporal distribution in different street network direction through solar trajectories and street view images

IF 7.6 Q1 REMOTE SENSING
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引用次数: 0

Abstract

Under the dual pressures of rapid urbanization and global warming, the management of solar radiation has become an urgent issue to address. In this context, the potential regulatory role of urban street networks on solar radiation has garnered widespread attention. However, existing research lacks an understanding of the impact of street direction. By utilising street view data and solar trajectory simulation technology, it becomes possible to facilitate the revelation of spatiotemporal differences in solar radiation across streets with different direction. The results show that solar radiation is generally lower on north–south streets than on east–west streets. In terms of spatial differences, the average solar radiation in the fifth ring of Beijing is 25.38% higher than that in the second ring. Temporally, the average solar radiation in August, the highest month, is 15.98% greater than in October, the lowest month. Additionally, solar radiation on east–west street direction shows more intense variations in summer. A periodic variation in solar radiation was also discovered in relation to street angles, with different frequencies and amplitudes at 30° and 180°. This study is the first to focus on the directional attributes of roads at an urban scale. By utilising 100,000 street view images, it calculates and analyses the spatiotemporal distribution of solar radiation in Beijing during summer across different direction. The findings provide new insights into the relationship between the distribution of solar radiation and the morphology of urban roads.

通过太阳轨迹和街景图像测量不同街道网络方向的太阳辐射和时空分布
在快速城市化和全球变暖的双重压力下,太阳辐射管理已成为亟待解决的问题。在此背景下,城市街道网络对太阳辐射的潜在调节作用引起了广泛关注。然而,现有研究对街道走向的影响缺乏了解。通过利用街景数据和太阳轨迹模拟技术,可以方便地揭示不同方向街道的太阳辐射时空差异。结果显示,南北向街道的太阳辐射量普遍低于东西向街道。从空间差异来看,北京五环内的平均太阳辐射量比二环内高 25.38%。从时间上看,最高月份 8 月的平均太阳辐射量比最低月份 10 月高 15.98%。此外,东西街道方向的太阳辐射在夏季变化更为剧烈。研究还发现,太阳辐射的周期性变化与街道角度有关,在 30° 和 180° 处的频率和振幅不同。这项研究首次在城市范围内关注道路的方向属性。它利用 10 万张街景图像,计算并分析了北京夏季太阳辐射在不同方向上的时空分布。研究结果为太阳辐射分布与城市道路形态之间的关系提供了新的见解。
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来源期刊
International journal of applied earth observation and geoinformation : ITC journal
International journal of applied earth observation and geoinformation : ITC journal Global and Planetary Change, Management, Monitoring, Policy and Law, Earth-Surface Processes, Computers in Earth Sciences
CiteScore
12.00
自引率
0.00%
发文量
0
审稿时长
77 days
期刊介绍: The International Journal of Applied Earth Observation and Geoinformation publishes original papers that utilize earth observation data for natural resource and environmental inventory and management. These data primarily originate from remote sensing platforms, including satellites and aircraft, supplemented by surface and subsurface measurements. Addressing natural resources such as forests, agricultural land, soils, and water, as well as environmental concerns like biodiversity, land degradation, and hazards, the journal explores conceptual and data-driven approaches. It covers geoinformation themes like capturing, databasing, visualization, interpretation, data quality, and spatial uncertainty.
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