Spatiotemporal patterns of street-level solar radiation estimated using Google Street View in a high-density urban environment
被引:76
作者:
Gong, Fang-Ying
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机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Room505,AIT Bldg, Hong Kong, Peoples R China
MIT, Dept Architecture, 77 Massachusetts Ave, Cambridge, MA 02139 USAChinese Univ Hong Kong, Sch Architecture, Shatin, Room505,AIT Bldg, Hong Kong, Peoples R China
Gong, Fang-Ying
[1
,2
]
Zeng, Zhao-Cheng
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机构:
CALTECH, Div Geol & Planetary Sci, Pasadena, CA 91125 USAChinese Univ Hong Kong, Sch Architecture, Shatin, Room505,AIT Bldg, Hong Kong, Peoples R China
Zeng, Zhao-Cheng
[3
]
Ng, Edward
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机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Room505,AIT Bldg, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Room505,AIT Bldg, Hong Kong, Peoples R China
Ng, Edward
[1
]
Norford, Leslie K.
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机构:
MIT, Dept Architecture, 77 Massachusetts Ave, Cambridge, MA 02139 USAChinese Univ Hong Kong, Sch Architecture, Shatin, Room505,AIT Bldg, Hong Kong, Peoples R China
Norford, Leslie K.
[2
]
机构:
[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
Solar radiation;
Sky view factor;
Street canyon;
Google Street View;
Deep learning;
Hong Kong;
OUTDOOR THERMAL COMFORT;
CLIMATE-CHANGE;
AIR-QUALITY;
HONG-KONG;
TREES;
ORIENTATION;
TURBIDITY;
SKY;
D O I:
10.1016/j.buildenv.2018.10.025
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
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.
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Farrar, Mark D.
Webb, Ann R.
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机构:
Univ Manchester, Sch Earth Atmospher & Environm Sci, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Webb, Ann R.
Kift, Richard
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机构:
Univ Manchester, Sch Earth Atmospher & Environm Sci, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Kift, Richard
Durkin, Marie T.
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h-index: 0
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Durkin, Marie T.
Allan, Donald
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h-index: 0
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Allan, Donald
Herbert, Annie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Inst Populat Hlth, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Herbert, Annie
Berry, Jacqueline L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Manchester Royal Infirm, Manchester Acad Hlth Sci Ctr, Endocrinol & Diabet Res Grp,Inst Human Dev, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Berry, Jacqueline L.
Rhodes, Lesley E.
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h-index: 0
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Farrar, Mark D.
Webb, Ann R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Sch Earth Atmospher & Environm Sci, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Webb, Ann R.
Kift, Richard
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Sch Earth Atmospher & Environm Sci, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Kift, Richard
Durkin, Marie T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Durkin, Marie T.
Allan, Donald
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Allan, Donald
Herbert, Annie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Inst Populat Hlth, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Herbert, Annie
Berry, Jacqueline L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Manchester Royal Infirm, Manchester Acad Hlth Sci Ctr, Endocrinol & Diabet Res Grp,Inst Human Dev, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England
Berry, Jacqueline L.
Rhodes, Lesley E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, EnglandUniv Manchester, Salford Royal Natl Hlth Serv Fdn Trust, Manchester Acad Hlth Sci Ctr, Dermatol Ctr,Inst Inflammat & Repair, Manchester M6 8HD, Lancs, England