{"title":"气候变化对建筑能耗的非线性影响:以金砖国家为例的第二代模型","authors":"Noman Arshed , Mubasher Iqbal , Uzma Hanif , Mubbasher Munir","doi":"10.1016/j.enbuild.2025.116114","DOIUrl":null,"url":null,"abstract":"<div><div>While there are efforts to increase the share of renewable energy, many developing countries still rely on nonrenewable energy consumption in production. So, this study tried to determine the impact of climate change on fuel energy consumption. This study is based on secondary data for BRICS countries from 1970 to 2023. According to nonlinear analysis using 2nd Generation Panel Quantile ARDL (Auto Regressive Distributed Lag) with pooled mean group specification, long-run coefficients indicate a U-shaped climate and energy demand relationship. It implies that fossil fuel energy consumption first decreases and then increases with an incessant increase in global warming. Control variables like population density and globalization are responsible for increasing fossil fuel energy consumption, while education and technological improvement in the industry are decreasing it. With the incorporation of the role of education as a moderator, the U-shaped climate energy relationship is flipped to an inverted U-shaped, implying that incorporating education regarding climate change can reduce fossil fuel energy consumption. The findings highlight how rising temperatures increase residential, commercial and industrial building energy demand which is generally filled using fossil fuels.</div></div>","PeriodicalId":11641,"journal":{"name":"Energy and Buildings","volume":"345 ","pages":"Article 116114"},"PeriodicalIF":7.1000,"publicationDate":"2025-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Nonlinear climate change effects on building energy consumption: a second-generation modeling with moderation case of BRICS countries\",\"authors\":\"Noman Arshed , Mubasher Iqbal , Uzma Hanif , Mubbasher Munir\",\"doi\":\"10.1016/j.enbuild.2025.116114\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>While there are efforts to increase the share of renewable energy, many developing countries still rely on nonrenewable energy consumption in production. So, this study tried to determine the impact of climate change on fuel energy consumption. This study is based on secondary data for BRICS countries from 1970 to 2023. According to nonlinear analysis using 2nd Generation Panel Quantile ARDL (Auto Regressive Distributed Lag) with pooled mean group specification, long-run coefficients indicate a U-shaped climate and energy demand relationship. It implies that fossil fuel energy consumption first decreases and then increases with an incessant increase in global warming. Control variables like population density and globalization are responsible for increasing fossil fuel energy consumption, while education and technological improvement in the industry are decreasing it. With the incorporation of the role of education as a moderator, the U-shaped climate energy relationship is flipped to an inverted U-shaped, implying that incorporating education regarding climate change can reduce fossil fuel energy consumption. The findings highlight how rising temperatures increase residential, commercial and industrial building energy demand which is generally filled using fossil fuels.</div></div>\",\"PeriodicalId\":11641,\"journal\":{\"name\":\"Energy and Buildings\",\"volume\":\"345 \",\"pages\":\"Article 116114\"},\"PeriodicalIF\":7.1000,\"publicationDate\":\"2025-07-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy and Buildings\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0378778825008448\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CONSTRUCTION & BUILDING TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy and Buildings","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0378778825008448","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
Nonlinear climate change effects on building energy consumption: a second-generation modeling with moderation case of BRICS countries
While there are efforts to increase the share of renewable energy, many developing countries still rely on nonrenewable energy consumption in production. So, this study tried to determine the impact of climate change on fuel energy consumption. This study is based on secondary data for BRICS countries from 1970 to 2023. According to nonlinear analysis using 2nd Generation Panel Quantile ARDL (Auto Regressive Distributed Lag) with pooled mean group specification, long-run coefficients indicate a U-shaped climate and energy demand relationship. It implies that fossil fuel energy consumption first decreases and then increases with an incessant increase in global warming. Control variables like population density and globalization are responsible for increasing fossil fuel energy consumption, while education and technological improvement in the industry are decreasing it. With the incorporation of the role of education as a moderator, the U-shaped climate energy relationship is flipped to an inverted U-shaped, implying that incorporating education regarding climate change can reduce fossil fuel energy consumption. The findings highlight how rising temperatures increase residential, commercial and industrial building energy demand which is generally filled using fossil fuels.
期刊介绍:
An international journal devoted to investigations of energy use and efficiency in buildings
Energy and Buildings is an international journal publishing articles with explicit links to energy use in buildings. The aim is to present new research results, and new proven practice aimed at reducing the energy needs of a building and improving indoor environment quality.