个人信息Personal Information
讲师
硕士生导师
性别:女
毕业院校:大连理工大学
学位:博士
所在单位:建筑与艺术学院
办公地点:建筑与艺术馆308室
电子邮箱:sunpeijin@dlut.edu.cn
个人简介Personal Profile
大连理工大学城市规划系讲师,美国北卡罗来纳大学教堂山联合培养博士,硕士生导师。主要研究方向包括城市环境和公众健康、多模态机器学习在城市研究中的应用。近年在SCI、SSCI等国际和中文核心检索期刊发表学术论文20余篇,出版学术专著1部。欢迎对智慧城市、多模态数据、地理信息系统感兴趣的同学,参与“智慧人居环境研究中心”团队!
研究兴趣
城市环境与公众健康:基于多模态时空大数据(影像、文本、位置、轨迹、遥感等)与机器学习(图像识别、自然语言处理、多模态融合、监督学习、集成学习等),探索城市环境与公众健康。
多模态学习驱动的旅游开发:基于多模态机器学习探索滨海旅游等项目开发的关键技术。
海岸带空间规划:探索新媒体时代人群对海岸带空间游憩资源的利用模式与效益评估。
近年主要科研成果
孙佩锦,陆伟. 健康社区营造:社区环境调研与分析[M]. 2023, 中国建筑工业出版社.
Peijin Sun, Hanxu Zhao, Wei Lu. 2024. How urban environments affect public sentiment and physical activity using a cognitive computing framework. Frontiers of Architectural Research, 2024-01. (SCI检索期刊,JCR Q1, 中科院建筑学1区)
Peijin Sun, Pai Liu, Yang Song. 2023. Seasonal variations in urban park characteristics and visitation patterns in Atlanta: A big data study using smartphone user mobility. Urban Forestry & Urban Greening, 91(1):128166. (SCI检索期刊,JCR Q1, 中科院林学1区)
Peijin Sun, Wei Lu, Lan Jin. 2023.How the natural environment in downtown neighborhood affects physical activity and sentiment: Using social media data and machine learning. Health & Place, 79(Suppl. 1):102968. (SCI检索期刊,JCR Q1, 中科院公共卫生2区)
Peijin Sun, Yan Song, Wei Lu. 2022. Effect of Urban Green Space in the Hilly Environment on Physical Activity and Health Outcomes: Mediation Analysis on Multiple Greenery Measures. Land, 11(5). (SSCI检索期刊,JCR Q1, 中科院环境科学2区)
Peijin Sun, Wei Lu. 2021. Environmental Inequity in Hilly Neighborhood Using Multi-Source Data from a Health Promotion View. Environmental Research, 204(PA):111983. (SCI检索期刊,JCR Q1, 中科院公共卫生1区)
Wan, T., Lu, W., Sun, P. 2023. Equity Impacts of the Built Environment in Urban Rail Transit Station Areas from a Transit-Oriented Development Perspective: A Systematic Review[J]. Environmental Research Communications, 5(9).
Jin, L., Lu, W., & Sun, P. 2022. Preference for Street Environment Based on Route Choice Behavior While Walking. Frontiers in Public Health, 10, 880251.
Jin, L., Lu, W., & Sun, P. 2022. Effect of the Street Environment on Walking Behavior: A Case Study Using the Route Choice Model in the Chunliu Community of Dalian.Frontiers in Public Health 10(May):874788.
Wan, T., Lu, W., & Sun, P. 2022. “Constructing the Quality Measurement Model of Street Space and Its Application in the Old Town in Wuhan.” Frontiers in Public Health 10(February):1–18.
Sun, Y., Lu, W., & Sun, P. 2021. “Optimization of Walk Score Based on Street Greening—a Case Study of Zhongshan Road in Qingdao.” International Journal of Environmental Research and Public Health 18(3):1–13.
Sun, P., Song, Y., Lu, W. , & Gu, Z. 2019. “Influences of Built Environment with Hilly Terrain on Physical Activity in Dalian, China: An Analysis of Mediation by Perceptions and Moderation by Social Environment.” International Journal of Environmental Research and Public Health 16(24):1–17.
孙佩锦, 陆伟, 吴亮. 健康导向下环境测度方法的差异性研究-以大连市为例[J]. 现代城市研究,2020,35(4):36-43.
孙佩锦, 陆伟. 设计的制度导向—“设计下的积极生活”项目最新进展与启示[J]. 西部人居环境, 2020,2:60-66.
孙佩锦, 陆伟, 刘涟涟. 促进积极生活的城市设计导则 — 欧美国家经验[J].国际城市规划, 2019,6:170-178.
孙佩锦, 陆伟. 城市绿色空间与居民体力活动和体重指数的关联性研究-以大连市为例[J]. 南方建筑, 2019,3:34-39.
孙佩锦, 陆伟, 吴亮. 城市微观环境设计品质与步行行为的关联性研究-以大连市为例[J]. 新建筑, 2019,5:97-101.
孙佩锦, 宋彦, 陆伟. 健康规划实施制度与政策工具-美国的经验与启示[J]. 上海城市规划, 2019,5:117-122.
宛天月, 陆伟, 孙佩锦. 基于文献计量的公共服务设施空间公平性研究进展与展望[J]. 城乡规划, 2023(05):93-105.
辛昱铮, 陆伟, 孙佩锦. 基于公众心理健康视角的绿色空间研究与展望[J].风景园林,2022,29(03):79-85.
金兰, 陆伟, 孙佩锦. 大连市建成环境可步行性测度及其有效性研究[J]. 新建筑, 2022(04):100-105.
吴亮, 陆伟, 孙佩锦. 步行空间系统导控的核心目标与国际经验—以新加坡为例[J]. 新建筑,2022,202(03):140-145.
孙烨, 陆伟, 孙佩锦. 商业步行街区空间形态量化研究综述[J]. 城市建筑,2021,18(25):37-41.
Sun, Y., Lu, W., Sun, P., Application of Isovist in Urban Design: Research on Urban Street Space Based on Visual Domain Analysis [C]. AESOP 2021 Online Conference.
Sun, P., Lu, W., The Association between Urban Design Quality and Walking Behavior in Dalian[C]. International Symposium on Environment-Behavior 2018, the 13th EBRA. Wuhan, Huazhong University of Science and Technology Press.
Sun, P., Lu, W., The impact of perceived neighborhood qualities and emotion relationship on transport walking[C]. International Symposium on Environment-Behavior 2016, the 12th EBRA. Chongqing, Chongqing University Press.
Sun, P., Lu, W., Research Process Comparison of Domestic and International Community Commercial Planning[C]. International Symposium on Fusion Tech 2016. Harbin, Harbin Institute of Technology Press.
讲授课程
本科生:《城市数字技术》、《空间量化分析》、《城市认知调查》
研究生:《城市问题调查》、《城市规划设计1》、《学术写作》