中山大学学报（自然科学版）（中英文）2024，Vol.63Issue(4)：1-8,8.DOI:10.13471/j.cnki.acta.snus.ZR20240054
基于因子分析的广东省各区县热浪抵抗力分析
Analysis of heatwave resistance in the districts and counties of Guangdong province based on factor analysis
摘要
Abstract
Under the backdrop of global warming,the frequency of heatwave events has been increas-ing,adversely affecting the living environment and human health.Existing studies suggest that both natural and socio-economic factors influence the intensity of heatwave events.Therefore,it is particu-larly important to consider a comprehensive set of natural,social,and economic indicators to assess re-sistance to heatwaves.This study selects indicators related to the three aforementioned aspects through factor analysis concerning the districts and counties of Guangdong Province.Three common factors are extracted:individual resistance factor,public resistance factor,and natural resistance factor,which have a cumulative contribution rate reaching 90.029%and can accurately reflect the resistance capacity to heatwave events at the county scale.The results show a significant imbalance in heatwave resistance within Guangdong Province,with districts having strong resistance concentrated in the Pearl River Delta region.Based on the factor scores,the districts and counties in Guangdong Province can be divided in-to five categories:vulnerable resistance zone,individual resistance enhancement zone,public resis-tance enhancement zone,natural resistance enhancement zone,and strong resistance zone.Most dis-tricts and counties have both strengths and weaknesses in their resistance to heatwaves.The study pro-vides specific suggestions for different categories of districts and counties,hoping to offer a scientific basis for mitigating the impacts of heatwave events.关键词
因子分析/县级尺度/热浪抵抗力/多源数据Key words
factor analysis/county level scale/heat wave resistance/multisource data分类
社会科学引用本文复制引用
郑楷灿,廖威林..基于因子分析的广东省各区县热浪抵抗力分析[J].中山大学学报（自然科学版）（中英文）,2024,63(4):1-8,8.基金项目
国家自然科学基金(42271419) （42271419）
广州市青年科技人才托举项目(QT-2023-010) （QT-2023-010）
中山大学创新人才培育计划(23lgbj014) （23lgbj014）
