Impacts of rapid urbanization on spatial dynamics of land use–based carbon emission and surface temperature changes in the Semarang Metropolitan Region, Indonesia
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作者:
Dimas Danar Dewa
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机构:Universitas Diponegoro,Doctoral Program in Architecture and Urbanism
Dimas Danar Dewa
Imam Buchori
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机构:Universitas Diponegoro,Doctoral Program in Architecture and Urbanism
Imam Buchori
机构:
[1] Universitas Diponegoro,Doctoral Program in Architecture and Urbanism
[2] Universitas Diponegoro,Department of Urban and Regional Planning, Faculty of Engineering
Land use and land cover;
Urbanization;
Urban development;
Carbon emissions;
Land surface temperature;
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摘要:
This study explores the relationship between carbon emission patterns and the land surface temperature (LST) changes due to the rapid urbanization in the Semarang Metropolitan Region (SMR), an Indonesian area that has experienced rapid urban growth compared to other urban areas. This research used the stock-difference and gain–loss methods to calculate carbon stocks and emissions. Then, band 6 on Landsat 5 TM (2008) and band 10 on Landsat 8 OLI (2013 and 2018) were used to calculate the LST changes. These results showed that the peri-urban area had a more significant change. The correlation between carbon emissions and an increased SMR temperature correlates to 0.646. This shows that the carbon emissions pattern promotes temperature dynamics in the SMR. Furthermore, this study proved the release of carbon emissions in line with LST dynamics spatially. In this case, this study proved that rapid urbanization in the SMR promotes both carbon emission and LST. Those changes are also affected by vegetation canopy availability and other activities. As a result, the government must prioritize spatial planning in the SMR to mitigate environmental change risk. In addition, the government must develop novel strategies to deal with a wide range of fast and unpredictable potential changes in the urban area and its surroundings.
机构:
Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
College of Urban and Environmental Sciences, Central China Normal University, Wuhan,430079, ChinaKey Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
Zuo, Qian
Zhou, Yong
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机构:
Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
College of Urban and Environmental Sciences, Central China Normal University, Wuhan,430079, ChinaKey Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
Zhou, Yong
Wang, Li
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h-index: 0
机构:
Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
College of Urban and Environmental Sciences, Central China Normal University, Wuhan,430079, ChinaKey Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
Wang, Li
Li, Qing
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
College of Urban and Environmental Sciences, Central China Normal University, Wuhan,430079, ChinaKey Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
Li, Qing
Liu, Jingyi
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h-index: 0
机构:
Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
College of Urban and Environmental Sciences, Central China Normal University, Wuhan,430079, ChinaKey Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan,430079, China
机构:
Beijing Normal Univ, State Key Lab Water Environm Simulat, Sch Environm, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Water Environm Simulat, Sch Environm, Beijing 100875, Peoples R China
Li, X. W.
Liang, C.
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h-index: 0
机构:
Beijing Normal Univ, State Key Lab Water Environm Simulat, Sch Environm, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Water Environm Simulat, Sch Environm, Beijing 100875, Peoples R China
Liang, C.
Shi, J. B.
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机构:
Beijing Normal Univ, State Key Lab Water Environm Simulat, Sch Environm, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Water Environm Simulat, Sch Environm, Beijing 100875, Peoples R China
Shi, J. B.
Li, M. D.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, State Key Lab Water Environm Simulat, Sch Environm, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Water Environm Simulat, Sch Environm, Beijing 100875, Peoples R China
机构:
Inner Mongolia Univ, Sino US Ctr Conservat Energy & Sustainabil Sci SU, Hohhot 010021, Peoples R China
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Arizona State Univ, Global Inst Sustainabil, Tempe, AZ 85287 USAInner Mongolia Univ, Sino US Ctr Conservat Energy & Sustainabil Sci SU, Hohhot 010021, Peoples R China
机构:
Univ Putra Malaysia, Fac Environm Studies, Dept Environm Sci, Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Fac Environm Studies, Dept Environm Sci, Serdang 43400, Selangor, Malaysia
Hua, Ang Kean
Ping, Owi Wei
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pendidikan Sultan Idris, Fac Sci & Math, Dept Math, Tanjung Malim, MalaysiaUniv Putra Malaysia, Fac Environm Studies, Dept Environm Sci, Serdang 43400, Selangor, Malaysia
机构:
Chinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Mumtaz, Faisal
Li, Jing
论文数: 0引用数: 0
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机构:
Chinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Li, Jing
Liu, Qinhuo
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机构:
Chinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Liu, Qinhuo
Tariq, Aqil
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机构:
Mississippi State Univ, Coll Forest Resources, Dept Wildlife Fisheries & Aquaculture, 775 Stone Blvd, Starkville, MS 39762 USA
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430072, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Tariq, Aqil
Arshad, Arfan
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机构:
Oklahoma State Univ, Dept Biosyst & Agr Engn, Stillwater, OK 74075 USAChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Arshad, Arfan
Dong, Yadong
论文数: 0引用数: 0
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机构:
Chinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Dong, Yadong
Zhao, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Zhao, Jing
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机构:
Bashir, Barjeece
Zhang, Hu
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机构:
Chinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Zhang, Hu
Gu, Chenpeng
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h-index: 0
机构:
Chinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Gu, Chenpeng
Liu, Chang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci AIRCAS, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
机构:
Chinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, ChinaChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
Feng, Lei
Hussain, Sajjad
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h-index: 0
机构:
Comsats University Islamabad, Vehari Campus, Department of Environmental Sciences, Vehari,61100, PakistanChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
Hussain, Sajjad
Pricope, Narcisa G.
论文数: 0引用数: 0
h-index: 0
机构:
Mississippi State University, Department of Geosciences, Starkville,MS,39579, United StatesChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
Pricope, Narcisa G.
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机构:
Arshad, Sana
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机构:
Tariq, Aqil
Feng, Li
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Academy of Ecological and Environmental Sciences, Water Environment Engineering Technology Innovation Center, Chongqing,401336, China
Southwest Branch of Chinese Research Academy of Environmental Sciences, Chongqing,401336, ChinaChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
Feng, Li
Mubeen, Muhammad
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h-index: 0
机构:
Department of Biotechnology, Comsats University Islamabad, Vehari Campus, Vehari,61100, PakistanChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
Mubeen, Muhammad
Aslam, Rana Waqar
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan,430072, ChinaChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
Aslam, Rana Waqar
Fnais, Mohammed S.
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h-index: 0
机构:
King Saud University, Department of Geology and Geophysics, College of Science, Riyadh,11451, Saudi ArabiaChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
Fnais, Mohammed S.
Li, Wenzhao
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h-index: 0
机构:
Chapman University, Earth Systems Science and Data Solutions Lab, Orange,CA,92866, United States
Chapman University, Schmid College of Science and Technology, Orange,CA,92866, United StatesChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
Li, Wenzhao
El-Askary, Hesham
论文数: 0引用数: 0
h-index: 0
机构:
Chapman University, Earth Systems Science and Data Solutions Lab, Orange,CA,92866, United States
Chapman University, Schmid College of Science and Technology, Orange,CA,92866, United States
Alexandria University, Department of Environmental Sciences, Faculty of Science, Alexandria,21522, EgyptChinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing,400714, China
机构:
Chinese Acad Sci, Inst Atmospher Phys, CAS Key Lab Reg Climate Environm Temperate East A, Beijing, Peoples R ChinaChinese Acad Sci, Inst Atmospher Phys, CAS Key Lab Reg Climate Environm Temperate East A, Beijing, Peoples R China
Zhao De-Ming
Wu Jian
论文数: 0引用数: 0
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机构:
Yunnan Univ, Dept Atmospher Sci, Kunming, Yunnan, Peoples R ChinaChinese Acad Sci, Inst Atmospher Phys, CAS Key Lab Reg Climate Environm Temperate East A, Beijing, Peoples R China