globalchange  > 气候减缓与适应
DOI: 10.1016/j.buildenv.2018.10.025
WOS记录号: WOS:000457116500047
论文题名:
Spatiotemporal patterns of street-level solar radiation estimated using Google Street View in a high-density urban environment
作者: Gong, Fang-Ying1,2; Zeng, Zhao-Cheng3; Ng, Edward1; Norford, Leslie K.2
通讯作者: Gong, Fang-Ying
刊名: BUILDING AND ENVIRONMENT
ISSN: 0360-1323
EISSN: 1873-684X
出版年: 2019
卷: 148, 页码:547-566
语种: 英语
英文关键词: Solar radiation ; Sky view factor ; Street canyon ; Google Street View ; Deep learning ; Hong Kong
WOS关键词: OUTDOOR THERMAL COMFORT ; CLIMATE-CHANGE ; AIR-QUALITY ; HONG-KONG ; TREES ; ORIENTATION ; TURBIDITY ; SKY
WOS学科分类: Construction & Building Technology ; Engineering, Environmental ; Engineering, Civil
WOS研究方向: Construction & Building Technology ; Engineering
英文摘要:

This study presents a method for calculating solar irradiance of street canyons using Google Street View (GSV) images and investigates its spatiotemporal patterns in a high-density urban environment. In this method, GSV images provide a unique way to characterize the street morphology from which the diurnal solar path and solar radiation exposure can be estimated in a street canyon. Verifications of our developed method using free-horizon HKO observations and street-level field measurements show that both the calculated clear-sky and all-sky solar irradiance of street canyons well capture the diurnal and seasonal cycles. In the high-density urban areas of Hong Kong, we found that (1) the lowest monthly averaged solar irradiations in winter are 6.6 (December) and 4.6 (February) MJ/m(2)/day, and the highest values in summer are 17.3 (July) and 10.8 (June) MJ/m(2)/day for clearsky and all-sky calculations, respectively; (2) The spatial variability of solar irradiation is closely related to sky view factor (SVF). In summer, the irradiation in a low-rise region (SVF >= 0.7) on average is about three times that in a high-rise region (SVF <= 0.3), and they differ by about five times in winter; (3) Street orientation has a significant impact on the solar radiation received in a high-density street canyon. In general, street canyons with West-East orientation receive higher solar irradiation during summer and lower during winter compared to those with South-North orientation. The generated maps of street-level solar irradiation may help researchers investigate the interactions between solar radiation, human health and urban thermal balance in high-density urban environments.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/127952
Appears in Collections:气候减缓与适应

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作者单位: 1.Chinese Univ Hong Kong, Sch Architecture, Shatin, Room505,AIT Bldg, Hong Kong, Peoples R China
2.MIT, Dept Architecture, 77 Massachusetts Ave, Cambridge, MA 02139 USA
3.CALTECH, Div Geol & Planetary Sci, Pasadena, CA 91125 USA

Recommended Citation:
Gong, Fang-Ying,Zeng, Zhao-Cheng,Ng, Edward,et al. Spatiotemporal patterns of street-level solar radiation estimated using Google Street View in a high-density urban environment[J]. BUILDING AND ENVIRONMENT,2019-01-01,148:547-566
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