Impact of climate change and socioeconomic factors on domestic energy consumption: The case of Hong Kong and Singapore

被引:8
|
作者
Lam, Cho Kwong Charlie [1 ,2 ,3 ,4 ]
He, Qing [5 ,6 ]
Cheng, Kai-lok [7 ]
Fan, Ping Yu [7 ]
Chun, Kwok Pan [7 ,8 ]
Choi, Byron [9 ]
Mah, Daphne Ngar-yin [7 ,10 ]
Cheung, Darren Man-wai [7 ,10 ]
Lo, Kevin [7 ]
Yetemen, Omer [11 ]
机构
[1] Sun Yat Sen Univ, Sch Atmospher Sci, Zhuhai, Peoples R China
[2] Southern Marine Sci & Engn Guangdong Lab Zhuhai, Zhuhai, Peoples R China
[3] Sun Yat Sen Univ, Key Lab Trop Atmosphere Ocean Syst, Minist Educ, Zhuhai, Peoples R China
[4] Guangdong Prov Field Observat & Res Stn Climate En, Guangzhou, Peoples R China
[5] Huazhong Univ Sci & Technol, MOE Key Lab Fundamental Phys Quant Measurement, Wuhan, Peoples R China
[6] Huazhong Univ Sci & Technol, Hubei Key Lab Gravitat & Quantum Phys, PGMF & Sch Phys, Wuhan, Peoples R China
[7] Hong Kong Baptist Univ, Dept Geog, Hong Kong, Peoples R China
[8] Univ West England, Dept Geog & Environm Management, Bristol, England
[9] Hong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Peoples R China
[10] Hong Kong Baptist Univ, Asian Energy Studies Ctr, Hong Kong, Peoples R China
[11] Istanbul Tech Univ, Eurasia Inst Earth Sci, Istanbul, Turkey
基金
中国国家自然科学基金;
关键词
Energy consumption; Climate change; Heat index; Monsoon index; Population change; Relative importance analysis; CMIP5 MULTIMODEL ENSEMBLE; RESIDENTIAL ELECTRICITY CONSUMPTION; SUSTAINABLE DEVELOPMENT GOALS; GREENHOUSE-GAS EMISSIONS; ECONOMIC-GROWTH; COOLING ENERGY; CO2; EMISSIONS; EXTREMES INDEXES; POTENTIAL IMPACT; THERMAL COMFORT;
D O I
10.1016/j.egyr.2022.09.059
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Temperature and population growth are key drivers of energy consumption. However, the relative importance of climatic and socioeconomic factors driving energy consumption at different temporal scales is not well-understood. Therefore, we developed a time-series decomposition method to attribute the relative importance of climatic (heat index and monsoon index) and socioeconomic variables to domestic energy consumption in Hong Kong from 1981-2015. The same method was used for Singapore from 2005-2015 to test the transferability of our time-series method. Population growth and GDP were the primary drivers for domestic energy consumption in Hong Kong from 1981- 2015, but the heat index became the primary driver from 2005-2015 instead. The monsoon and heat indexes were the primary drivers of domestic energy consumption in Singapore from 2005-2015. Climate change will increase air temperatures by 2-5 degrees C for Hong Kong and Singapore by 2100. For RCP4.5 and RCP8.5 scenarios, Singapore shows a linear relationship between temperature and domestic energy consumption, whereas the relationship is non-linear in Hong Kong. Our findings highlight the importance of understanding the impact of climatic change on monsoon mechanism and heat index, which can predict future cooling demand and help achieve sustainable development goals.(c) 2022 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
收藏
页码:12886 / 12904
页数:19
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