land surface temperature;
urban neighborhood heat/cool island;
urban functional zones;
boosted regression trees;
SKY-VIEW FACTOR;
HEAT-ISLAND;
CLIMATE-CHANGE;
GREEN AREAS;
LAND-COVER;
STREET-CANYONS;
LOCAL CLIMATE;
WATER BODIES;
TEMPERATURE;
VEGETATION;
D O I:
10.3390/land13070933
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Under rapid urbanization, the urban heat island (UHI) effect is increasing, which poses a serious threat to human settlements. Changes in neighborhood land surface temperature (LST) reflect the UHI effect at a finer scale, with implications for the thermal comfort of residents. Landsat images were used to analyze the distribution of the urban neighborhood heat/cool island (UNHI/UNCI) within the fourth ring area of Shenyang City. Three-dimensional buildings and the urban functional zones (UFZs) were combined to explore the relationships with the UNHI and UNCI. Using boosted regression trees to analyze the relative importance of UFZs in the UNHI and UNCI, the results showed a significant lowering effect on the neighborhood LST with increased building height, which may be due to the fact of more architectural shadows generated by higher buildings. As the size of the green space patches increased, the cooling amplitude and the influence distance had an increasing trend. Industrial and public service zones had the most significant effect on the UNHI, with influences of 30.46% and 19.35%, respectively. In comparison, green space zones and water contributed the most to the UNCI effect, with influences of 18.75% and 11.95%, respectively. These results will provide urban decision-makers with crucial information on mitigating UHI problems through urban planning.
机构:
Japan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Adachi, Sachiho A.
;
Kimura, Fuji
论文数: 0引用数: 0
h-index: 0
机构:
Japan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Kimura, Fuji
;
Kusaka, Hiroyuki
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tsukuba, Ctr Computat Sci, Tsukuba, Ibaraki, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Kusaka, Hiroyuki
;
Duda, Michael G.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Boulder, CO 80307 USAJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Duda, Michael G.
;
Yamagata, Yoshiki
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Environm Studies, Tsukuba, Ibaraki, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Yamagata, Yoshiki
;
Seya, Hajime
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Environm Studies, Tsukuba, Ibaraki, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Seya, Hajime
;
Nakamichi, Kumiko
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Environm Studies, Tsukuba, Ibaraki, Japan
Tokyo Inst Technol, Meguro, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Nakamichi, Kumiko
;
Aoyagi, Toshinori
论文数: 0引用数: 0
h-index: 0
机构:
Meteorol Res Inst, Tsukuba, Ibaraki 305, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
CSIRO, Oceans & Atmosphere Biosci Precinct QBP, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Brito-Morales, Isaac
;
Molinos, Jorge Garcia
论文数: 0引用数: 0
h-index: 0
机构:
Hokkaido Univ, Arctic Res Ctr, Sapporo, Hokkaido, Japan
Hokkaido Univ, Global Stn Arctic Res, Global Inst Collaborat Res & Educ, Sapporo, Hokkaido 0600810, JapanUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Molinos, Jorge Garcia
;
Schoeman, David S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sunshine Coast, Sch Sci & Engn, Maroochydore, Qld, Australia
Nelson Mandela Univ, Dept Zool, Ctr African Conservat Ecol, Port Elizabeth, South AfricaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Schoeman, David S.
;
Burrows, Michael T.
论文数: 0引用数: 0
h-index: 0
机构:
Scottish Assoc Marine Sci, Oban, Argyll, ScotlandUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Burrows, Michael T.
;
Poloczanska, Elvira S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Global Change Inst, St Lucia, Qld, Australia
Alfred Wegener Inst Polar & Marine Res, Integrat Ecophysiol, Bremerhaven, GermanyUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Poloczanska, Elvira S.
;
Brown, Christopher J.
论文数: 0引用数: 0
h-index: 0
机构:
Griffith Univ, Australian Rivers Inst, Nathan, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Brown, Christopher J.
;
Ferrier, Simon
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Land & Water, Canberra, ACT, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Ferrier, Simon
;
Harwood, Tom D.
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Land & Water, Canberra, ACT, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Harwood, Tom D.
;
Klein, Carissa J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Klein, Carissa J.
;
McDonald-Madden, Eve
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Univ Queensland, Sch Biol Sci, Ctr Excellence Environm Decis, ARC, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
McDonald-Madden, Eve
;
Moore, Pippa J.
论文数: 0引用数: 0
h-index: 0
机构:
Aberystwyth Univ, Inst Biol Environm & Rural Sci, Aberystwyth SY23 3FG, Dyfed, Wales
Edith Cowan Univ, Ctr Marine Ecosyst Res, Joondalup, WA 6019, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Moore, Pippa J.
;
Pandolfi, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Biol Sci, ARC Ctr Excellence Coral Reef Studies, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Pandolfi, John M.
;
Watson, James E. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Wildlife Conservat Soc, Global Conservat Program, Bronx, NY USAUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Watson, James E. M.
;
Wenger, Amelia S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Wenger, Amelia S.
;
Richardson, Anthony J.
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO, Oceans & Atmosphere Biosci Precinct QBP, St Lucia, Qld, Australia
Univ Queensland, Sch Math & Phys, Ctr Applicat Nat Resource Math, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Nagoya Univ, Grad Sch Environm Studies, Nagoya, Aichi 4648601, JapanBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Cao, Xin
;
Onishi, Akio
论文数: 0引用数: 0
h-index: 0
机构:
Nagoya Univ, Grad Sch Environm Studies, Nagoya, Aichi 4648601, JapanBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Onishi, Akio
;
Chen, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Chen, Jin
;
Imura, Hidefumi
论文数: 0引用数: 0
h-index: 0
机构:
Nagoya Univ, Grad Sch Environm Studies, Nagoya, Aichi 4648601, JapanBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Chen, Liang
;
Ng, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Ng, Edward
;
An, Xipo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
An, Xipo
;
Ren, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Ren, Chao
;
Lee, Max
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Lee, Max
;
Wang, Una
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Wang, Una
;
He, Zhengjun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
机构:
Japan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Adachi, Sachiho A.
;
Kimura, Fuji
论文数: 0引用数: 0
h-index: 0
机构:
Japan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Kimura, Fuji
;
Kusaka, Hiroyuki
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tsukuba, Ctr Computat Sci, Tsukuba, Ibaraki, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Kusaka, Hiroyuki
;
Duda, Michael G.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Boulder, CO 80307 USAJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Duda, Michael G.
;
Yamagata, Yoshiki
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Environm Studies, Tsukuba, Ibaraki, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Yamagata, Yoshiki
;
Seya, Hajime
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Environm Studies, Tsukuba, Ibaraki, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Seya, Hajime
;
Nakamichi, Kumiko
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Environm Studies, Tsukuba, Ibaraki, Japan
Tokyo Inst Technol, Meguro, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
Nakamichi, Kumiko
;
Aoyagi, Toshinori
论文数: 0引用数: 0
h-index: 0
机构:
Meteorol Res Inst, Tsukuba, Ibaraki 305, JapanJapan Agcy Marine Earth Sci & Technol, Res Inst Global Change, Yokohama, Kanagawa, Japan
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
CSIRO, Oceans & Atmosphere Biosci Precinct QBP, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Brito-Morales, Isaac
;
Molinos, Jorge Garcia
论文数: 0引用数: 0
h-index: 0
机构:
Hokkaido Univ, Arctic Res Ctr, Sapporo, Hokkaido, Japan
Hokkaido Univ, Global Stn Arctic Res, Global Inst Collaborat Res & Educ, Sapporo, Hokkaido 0600810, JapanUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Molinos, Jorge Garcia
;
Schoeman, David S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sunshine Coast, Sch Sci & Engn, Maroochydore, Qld, Australia
Nelson Mandela Univ, Dept Zool, Ctr African Conservat Ecol, Port Elizabeth, South AfricaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Schoeman, David S.
;
Burrows, Michael T.
论文数: 0引用数: 0
h-index: 0
机构:
Scottish Assoc Marine Sci, Oban, Argyll, ScotlandUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Burrows, Michael T.
;
Poloczanska, Elvira S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Global Change Inst, St Lucia, Qld, Australia
Alfred Wegener Inst Polar & Marine Res, Integrat Ecophysiol, Bremerhaven, GermanyUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Poloczanska, Elvira S.
;
Brown, Christopher J.
论文数: 0引用数: 0
h-index: 0
机构:
Griffith Univ, Australian Rivers Inst, Nathan, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Brown, Christopher J.
;
Ferrier, Simon
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Land & Water, Canberra, ACT, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Ferrier, Simon
;
Harwood, Tom D.
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Land & Water, Canberra, ACT, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Harwood, Tom D.
;
Klein, Carissa J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Klein, Carissa J.
;
McDonald-Madden, Eve
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Univ Queensland, Sch Biol Sci, Ctr Excellence Environm Decis, ARC, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
McDonald-Madden, Eve
;
Moore, Pippa J.
论文数: 0引用数: 0
h-index: 0
机构:
Aberystwyth Univ, Inst Biol Environm & Rural Sci, Aberystwyth SY23 3FG, Dyfed, Wales
Edith Cowan Univ, Ctr Marine Ecosyst Res, Joondalup, WA 6019, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Moore, Pippa J.
;
Pandolfi, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Biol Sci, ARC Ctr Excellence Coral Reef Studies, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Pandolfi, John M.
;
Watson, James E. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Wildlife Conservat Soc, Global Conservat Program, Bronx, NY USAUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Watson, James E. M.
;
Wenger, Amelia S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
Wenger, Amelia S.
;
Richardson, Anthony J.
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO, Oceans & Atmosphere Biosci Precinct QBP, St Lucia, Qld, Australia
Univ Queensland, Sch Math & Phys, Ctr Applicat Nat Resource Math, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Nagoya Univ, Grad Sch Environm Studies, Nagoya, Aichi 4648601, JapanBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Cao, Xin
;
Onishi, Akio
论文数: 0引用数: 0
h-index: 0
机构:
Nagoya Univ, Grad Sch Environm Studies, Nagoya, Aichi 4648601, JapanBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Onishi, Akio
;
Chen, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Chen, Jin
;
Imura, Hidefumi
论文数: 0引用数: 0
h-index: 0
机构:
Nagoya Univ, Grad Sch Environm Studies, Nagoya, Aichi 4648601, JapanBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Chen, Liang
;
Ng, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Ng, Edward
;
An, Xipo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
An, Xipo
;
Ren, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Ren, Chao
;
Lee, Max
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Lee, Max
;
Wang, Una
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China
Wang, Una
;
He, Zhengjun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Architecture, Shatin, Hong Kong, Peoples R China