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ZhangYan（张岩）
地图学与地理信息系统
ZhangYan（张岩）
地图学与地理信息系统
武汉大学 测绘学院 本科（2014-2018）
武汉大学 测绘学院 本科（2014-2018）
武汉大学 测绘学院 硕士 (Advisor: Prof. Yingbing Li) （2018-2020）
武汉大学 测绘学院 硕士 (Advisor: Prof. Yingbing Li) （2018-2020）
武汉大学 测绘遥感信息工程国家重点实验室 博士 (Advisor: Prof. Nengcheng Chen)（2020-2023）
武汉大学 测绘遥感信息工程国家重点实验室 博士 (Advisor: Prof. Nengcheng Chen)（2020-2023）
新加坡国立大学 建筑与环境学院 访问 (Adivisor: Prof. Filip Biljecki)（2022-2023）
新加坡国立大学 建筑与环境学院 访问 (Adivisor: Prof. Filip Biljecki)（2022-2023）
北京大学 遥感所 访问（2023）
北京大学 遥感所 访问（2023）
香港中文大学 太空与地球信息科学研究所 博士后(Advisor: Prof. Meipo Kwan)（2023-Now）
香港中文大学 太空与地球信息科学研究所 博士后(Advisor: Prof. Meipo Kwan)（2023-Now）
Cartography and Geographical Information System
Bachelor's degree, Wuhan University (2014-2018)
Master's degree, Wuhan University (Advisor: Prof. Yingbing Li) (2018-2020)
Doctor degree, Wuhan University (Advisor: Prof. Nengcheng Chen) (2020-2023)
Visit to the School of Design and Environment, National University of Singapore (Adivisor: Prof. Filip Biljecki) (2022-2023)
Visit to the Remote Sensing Institute of Peking University (2023)
Postdoctoral Fellow at the Institute of Space and Earth Information Science, The Chinese University of Hong Kong (Advisor: Prof. Meipo Kwan) (2023 Now)
欢迎关注我的微信公众号！Welcome to follow me on WeChat! (城市感知计算,sensingcity)
我叫张岩，主要研究兴趣包括社会感知及GeoAI。我在武汉大学完成了本科、硕士和博士学位的学习，导师为李英冰教授和陈能成教授。我的研究旅程包括在新加坡国立大学的城市分析实验室作为访问学者，现在我在香港中文大学太空与地球信息科学研究所（导师：关美宝教授）进行博士后研究。 我在多个知名期刊上以第一或通讯作者发表了20余篇文章，我的研究兴趣包括：
我叫张岩，主要研究兴趣包括社会感知及GeoAI。我在武汉大学完成了本科、硕士和博士学位的学习，导师为李英冰教授和陈能成教授。我的研究旅程包括在新加坡国立大学的城市分析实验室作为访问学者，现在我在香港中文大学太空与地球信息科学研究所（导师：关美宝教授）进行博士后研究。 我在多个知名期刊上以第一或通讯作者发表了20余篇文章，我的研究兴趣包括：
A（方法：GeoAI和社会感知）× B（城市科学、灾害应对和不平等）：
微观城市感知：专注于城市感知设备及众源数据来进行城市功能和交通建模。
灾害应急管理：整合自然语言处理技术与地理标记的社交媒体数据，实现实时、数据驱动的灾害应对决策。
社会孤立和不平等：基于时空大数据理解城市社会系统。
My name is Zhang Yan, and my main research focus is on social sensing and GeoAI. I completed my bachelor's, master's, and doctoral degrees at Wuhan University, under the guidance of Professor Li Yingbing and Professor Chen Nengcheng. My research journey includes working as a visiting scholar at the Urban Analytics Lab of the National University of Singapore, collaborating with Dr. Filip Biljecki, and at the Institute of Remote Sensing and GIS at Peking University, working with Dr. Zhang Fan and Professor Liu Yu.
My research interests include: A (Method: GeoAI and social sensing) × B (urban science, disaster response, and inequality):
Micro-scale Urban Perception: Focusing on urban sensing devices and crowdsourced data for urban function and traffic modeling.
Disaster Emergency Management: Integrating NLP techniques with geo-tagged social media data for real-time, data-driven, and decision-making disaster response.
Social Isolation and Inequality: Understanding urban social systems based on spatial-temporal big data.
城市律动（dancing city）
城市律动（dancing city）
孪生校园（digital campus）
孪生校园（digital campus）
微信公众号
微信公众号
个人微信
个人微信
SELECTED HONORS AND AWARDS
SELECTED HONORS AND AWARDS
1. Stanford/Elsevier World’s Top 2% Scientists (Single-Year Impact) 2026.10
2. 14th Univ. GIS Forum of China Emerging GIS Scholar
3. 2026 The Innovation Geoscience Award (10 awardees globally; ranked 8/9) 2026.06
4. Transactions in GIS Most Cited Paper Award (First Author) 2026.03
5. National Earth Observation Data Center Top 10 Most Valuable Annual Dataset Award 2026.01
6. ISPRS Int. J. Geo-Inf. Travel Award (2 recipients worldwide annually) 2026.01
7. 50th Int. Exhibition of Inventions Geneva Bronze Medal (Remote Sensing Vehicle-Kilometrage Estimation, 2/8) 2025.04
8. National Scholarship for Students ×2 (Top 3%, 2021, 2022) & CSC Scholarship (2021) 2021 – 2022
9. WHU Top 10 Inspirational Students (2023), Academic Innovation 2nd Prize (2023) & 1st-Class Scholarship ×2 2021 – 2023
10. Third Prize (Ranked 1st Individually, Top 5%), Wuhan Urban Data Development Competition 2022.01
RESEARCH GRANTS AND PROJECTS
RESEARCH GRANTS AND PROJECTS
11. 2026 RGC Junior Research Fellow (PI, HK$1.29M): Dynamic Green Exposure via Human Mobility & Street Perception
12. NSFC Young Scientists Fund (42501579, PI, RMB 300k): Street View & Spatially Explicit Representation Learning 2025.08
13. NSFC General Program (Co-PI): Brain-Inspired Neural Network Modeling for Spatial Goal-Guided Embodied Agents 2026.08
14. PI of 4 Competitive Grants: Harvard-Yenching Inst. Fellowship (US$3,285, 2024); Open Funds of LIESMARS WHU (RMB 50k, 2025), Shenzhen Key Lab of Spatial Smart Sensing (RMB 30k, 2025), and National GIS Center CUG (RMB 25k, 2024).
SELECTED PUBLICATIONS (OUT OF 56 PAPERS; 1 ESI HOT PAPER, 5 ESI HIGHLY CITED PAPERS; *CORRESPONDING AUTHOR)
• Zhang Y, Kwan MP. Considering Human Mobility is Essential for Accurate Environmental Exposure Assessment. Science Bulletin, 2025. (ESI Top 3%)
• Zhang Y, Ma H, Kwan MP*. Social Media Big Data Reveals How Mobility Reshapes Human Environmental Exposure Inequality.
Landscape and Urban Planning, 2026. (ESI Top 3%; Highly Cited Paper)
• Zhang Y, Qin Q, et al. Cross-City Traffic Noise Modeling and Inequality Analysis via AlphaEarth Geospatial Foundation Models.
Transportation Research Part D, 2026.
• Zhang Y, Liu P, Biljecki F. Knowledge and Topology: A Two-Layer Spatially Dependent GNN to Identify Urban Functions with Time-Series Street View Image. ISPRS J. Photogramm. Remote Sens., 2023, 198: 153–168. (ESI Highly Cited Paper)
• Zhang Y, Li Y, Zhang F*. Multi-Level Urban Street Representation with Street-View Imagery and Hybrid Semantic Graph.
ISPRS J. Photogramm. Remote Sens., 2024. (ESI Top 3% journal)
• Zhang Y, et al. Multi-Frequency Street-Level Urban Noise Modeling and Mapping through Street View and Remote Sensing Image Fusion. Computers, Environment and Urban Systems, 2026. (Highly Cited Paper)
• Zhang Y, Zhang Z, et al. Quantifying Noise Complaint Intensity via Multi-LLM and Revealing Vertical Greenery Mitigation Thresholds. Social Science & Medicine, 2026. (ABS 4-Rated)
• Zhang Y, Kwan MP, Fang L. An LLM-Driven Dataset on the Spatiotemporal Distributions of Street and Neighborhood Crime in China. Scientific Data, 2025. (Top 10 Annual Dataset Award; 22,000+ downloads)
• Zhang Y, Kwan MP, et al. Quantifying Mobility-Based Seasonal Individual Heat Exposure and the NEAP Using Multi-Source Spatiotemporal Data. Urban Climate, 2026.
• Zhang Y, Kwan MP, Yu B, et al. Probabilistic Quantitative Identification of Urban Functional Zones: Fusing Physical and Social Sensing Data. Transactions in GIS, 2024. (Wiley Most Cited Paper Award)
• Zhang Y, Kwan MP, Ma H. Sensing Noise Exposure and Its Inequality Based on Noise Complaint Data Through a Vision-Language Hybrid Method. Applied Geography, 2024, 171: 103369.
• Zhang Y, Kwan MP, et al. CrossGraphNet: A Cross-Spatiotemporal Graph-Based Method for Traffic Speed Reconstruction Using Remote Sensing Vehicle Detection. Int. J. Digital Earth, 2025.
• Zhang Y, Chen N, et al. Will Carbon Trading Reduce Spatial Inequality? A Spatial Analysis of 200 Cities in China. J. Environ. Manage., 2023, 325: 116402. (Featured by China Daily)
• Zhang Y, Zheng X, Helbich M, et al. City2vec: Urban Knowledge Discovery Based on Population Mobile Network. Sustainable Cities and Society, 2022, 85: 104000.
• Chen N, Zhang Y*, Du W*, et al. KE-CNN: A New Social Sensing Method for Extracting Geographical Attributes from Text Semantic Features. Computers, Environment and Urban Systems, 2021, 88: 101629.
• Plus 9 additional 1st/corr.-author Q1 papers in IJAEOG (2022, 2023), J. Hydrol. (2021), Build. Environ. (2021), J. Clean. Prod.
(2024*), UFUG (2023*), IEEE Sens. J. (2022*), and Acta Geod. Cartogr. Sin. (2025).
Selected Collaborative Highlights: Co-author on high-impact papers in Environ. Sci. Technol. (×2, 2026, ESI Top 3%), The Innovation Geoscience (2025, Annual Award), Landscape Urban Plan. (2023, ESI Hot & Highly Cited), Transport Policy (2025, Highly Cited), IJGIS (×2, 2023, 2024), and EPB (×2, 2024, 2025); Co-editor/contributor of 3 academic books.
ACADEMIC SERVICE, OUTREACH & MENTORSHIP
ACADEMIC SERVICE, OUTREACH & MENTORSHIP
• Editorial Roles: Guest Associate Editor, IEEE JSTARS; Editorial Board, Discover Soc. Sci. Health, Hum. Settl. Sustain., Earth; Guest Editor, Remote Sensing, Front. Environ. Health, Trans. Urban Data Sci. Technol.
• Academic Leadership: Committee Member, ISDE Young Scientist Innovation Network (25 globally); Founder of GIS- Chat (30+ monthly seminars, 18,000+ subscribers, 1M+ views); 100+ reviews for 30+ top journals (RSE, ISPRS JPRS, CEUS, TR-C/D, IEEE TITS, EI, Cities, etc.); Research featured in China Daily, Wen Wei Po, Sing Tao News, and Tencent News.
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