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Citations	Article
122	Graph Neural Network for Traffic Forecasting: The Research Progress by Weiwei Jiang, Jiayun Luo, Miao He and Weixi Gu
63	Mapping with ChatGPT by Ran Tao and Jinwen Xu
55	Procedural Point Cloud Modelling in Scan-to-BIM and Scan-vs-BIM Applications: A Review by Nuno Abreu, Andry Pinto, Aníbal Matos and Miguel Pires
54	Investigating Spatial Effects through Machine Learning and Leveraging Explainable AI for Child Malnutrition in Pakistan by Xiaoyi Zhang, Muhammad Usman, Ateeq ur Rehman Irshad, Mudassar Rashid and Amira Khattak
47	Assessment of Perceived and Physical Walkability Using Street View Images and Deep Learning Technology by Youngok Kang, Jiyeon Kim, Jiyoung Park and Jiyoon Lee
47	The Application of Space Syntax to Enhance Sociability in Public Urban Spaces: A Systematic Review by Reza Askarizad, Patxi José Lamíquiz Daudén and Chiara Garau
43	Assessment of Ecosystem Service Value in Response to LULC Changes Using Geospatial Techniques: A Case Study in the Merbil Wetland of the Brahmaputra Valley, Assam, India by Durlov Lahon, Dhrubajyoti Sahariah, Jatan Debnath, Nityaranjan Nath, Gowhar Meraj, Pankaj Kumar, Shizuka Hashimoto and Majid Farooq
39	Spatial Morphological Characteristics and Evolution of Traditional Villages in the Mountainous Area of Southwest Zhejiang by Quan Zhu and Shuang Liu
34	ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models by Ali Mansourian and Rachid Oucheikh
33	Convolutional Neural Network-Based Deep Learning Approach for Automatic Flood Mapping Using NovaSAR-1 and Sentinel-1 Data by Ogbaje Andrew, Armando Apan, Dev Raj Paudyal and Kithsiri Perera

Citations	Article
54	Investigating Spatial Effects through Machine Learning and Leveraging Explainable AI for Child Malnutrition in Pakistan by Xiaoyi Zhang, Muhammad Usman, Ateeq ur Rehman Irshad, Mudassar Rashid and Amira Khattak
47	The Application of Space Syntax to Enhance Sociability in Public Urban Spaces: A Systematic Review by Reza Askarizad, Patxi José Lamíquiz Daudén and Chiara Garau
34	ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models by Ali Mansourian and Rachid Oucheikh
27	Community Quality Evaluation for Socially Sustainable Regeneration: A Study Using Multi-Sourced Geospatial Data and AI-Based Image Semantic Segmentation by Jinliu Chen, Wenquan Gan, Ning Liu, Pengcheng Li, Haoqi Wang, Xiaoxin Zhao and Di Yang
26	Enhancing Maritime Navigational Safety: Ship Trajectory Prediction Using ACoAtt–LSTM and AIS Data by Mingze Li, Bing Li, Zhigang Qi, Jiashuai Li and Jiawei Wu
25	Influencing Factors of Street Vitality in Historic Districts Based on Multisource Data: Evidence from China by Bing Yu, Jing Sun, Zhaoxing Wang and Sanfeng Jin
24	A Review of Bayesian Spatiotemporal Models in Spatial Epidemiology by Yufeng Wang, Xue Chen and Feng Xue
22	Map Reading and Analysis with GPT-4V(ision) by Jinwen Xu and Ran Tao
20	Exploring the Spatiotemporal Effects of the Built Environment on the Nonlinear Impacts of Metro Ridership: Evidence from Xi’an, China by Yafei Xi, Quanhua Hou, Yaqiong Duan, Kexin Lei, Yan Wu and Qianyu Cheng
19	Synergy of Remote Sensing and Geospatial Technologies to Advance Sustainable Development Goals for Future Coastal Urbanization and Environmental Challenges in a Riverine Megacity by Minza Mumtaz, Syed Humayoun Jahanzaib, Waqar Hussain, Sadia Khan, Youssef M. Youssef, Saleh Qaysi, Abdalla Abdelnabi, Nassir Alarifi and Mahmoud E. Abd-Elmaboud

Citations	Article
14	Advancing AI-Driven Geospatial Analysis and Data Generation: Methods, Applications and Future Directions by Hartwig H. Hochmair, Levente Juhász and Hao Li
12	A Methodological Framework for Assessing Overtourism in Insular Territories—Case Study of Santorini Island, Greece by Akrivi Leka, Apostolos Lagarias, Anastasia Stratigea and Panayiotis Prekas
11	New Quality Productivity of Agriculture and Rural Areas at the Provincial Scale in China: Indicator Construction and Spatiotemporal Evolution by Xiangyang Cao, Jiahui Lei, Donghui Shi, Wenlong Yu, Tianhui Tao, Xun Zhang and An Wang
10	Evaluation of Pedestrian-Perceived Comfort on Urban Streets Using Multi-Source Data: A Case Study in Nanjing, China by Jiarui Qin, Yizhe Feng, Yehua Sheng, Yi Huang, Fengyuan Zhang and Kaixuan Zhang
10	Unraveling Spatial Nonstationary and Nonlinear Dynamics in Life Satisfaction: Integrating Geospatial Analysis of Community Built Environment and Resident Perception via MGWR, GBDT, and XGBoost by Di Yang, Qiujie Lin, Haoran Li, Jinliu Chen, Hong Ni, Pengcheng Li, Ying Hu and Haoqi Wang
8	A Study of the Non-Linear Relationship Between Urban Morphology and Vitality in Heritage Areas Based on Multi-Source Data and Machine Learning: A Case Study of Dalian by He Li and Li Miao
8	Urban Street Network Configuration and Property Crime: An Empirical Multivariate Case Study by Erfan Kefayat and Jean-Claude Thill
7	The Impact of Built-Up Area Dispersion on the Cultural Heritage of the Region of the South Aegean, Greece by Efstratia Chatzi, Evangelia-Theodora Derdemezi and Georgios Tsilimigkas
7	Application of GIS Technologies in Tourism Planning and Sustainable Development: A Case Study of Gelnica by Marieta Šoltésová, Barbora Iannaccone, Ľubomír Štrba and Csaba Sidor
7	Optimal Site Selection for Wind and Solar Parks in Karpathos Island Using a GIS-MCDM Model by Maria Margarita Bertsiou, Aimilia Panagiota Theochari, Dimitrios Gergatsoulis, Michalis Gerakianakis and Evangelos Baltas

Citations	Article
4	Exploration of Differences in Housing Price Determinants Based on Street View Imagery and the Geographical-XGBoost Model: Improving Quality of Life for Residents and Through-Travelers by Shengbei Zhou, Qian Ji, Longhao Zhang, Jun Wu, Pengbo Li and Yuqiao Zhang
3	Mixed-Graph Neural Network for Traffic Flow Prediction by Capturing Dynamic Spatiotemporal Correlations by Xing Su, Pengcheng Li, Zhi Cai, Limin Guo and Boya Zhang
3	Street View Image-Based Emotional Perception Modeling of Old Residential Communities: An Explainable Framework Integrating Random Forest and SHAP by Yanqing Xu and Xiaoxuan Fan
3	Visualizing Spatial Cognition for Wayfinding Design: Examining Gaze Behaviors Using Mobile Eye Tracking in Counseling Service Settings by Jain Kwon, Alea Schmidt, Chenyi Luo, Eunwoo Jun and Karina Martinez
2	Exploring Historical Changes to Architectural Heritage Through Reality-Based 3D Modeling and Virtual Reality: A Case Study by Domenico Simone Roggio, Sina Shokrollahi, Anna Forte and Gabriele Bitelli
2	Exploring Factors Behind Weekday and Weekend Variations in Public Space Vitality in Traditional Villages, Using Wi-Fi Sensing Method by Sheng Liu, Zhenni Zhu, Yichen Gao, Shanshan Wang and Yanchi Zhou
2	Optimization of Electric Vehicle Charging Station Location Distribution Based on Activity–Travel Patterns by Qian Zhang, Guiwu Si and Hongyi Li
2	Mobilities in the Heat: Identifying Travel-Related Urban Heat Exposure and Its Built Environment Drivers Using Remote Sensing and Mobility Data in Chengdu, China by Yue Zhang, Xiaojiang Xia, Yang Zhang and Ling Jian
2	Spatiotemporal Analysis of Urban Perception Using Multi-Year Street View Images and Deep Learning by Wen Zhong, Lei Wang, Xin Han and Zhe Gao
2	Spatio-Temporal Mapping of Violence Against Women: An Urban Geographic Analysis Based on 911 Emergency Reports in Monterrey by Onel Pérez-Fernández, Octavio Quintero Ávila, Carolina Barros and Gregorio Rosario Michel

Citations	Article
722	Applications of 3D City Models: State of the Art Review by Filip Biljecki, Jantien Stoter, Hugo Ledoux, Sisi Zlatanova and Arzu Çöltekin
631	*mgwr: A Python* Implementation of Multiscale Geographically Weighted Regression for Investigating Process Spatial Heterogeneity and Scale by Taylor M. Oshan, Ziqi Li, Wei Kang, Levi J. Wolf and A. Stewart Fotheringham**
605	Mapping Local Climate Zones for a Worldwide Database of the Form and Function of Cities by Benjamin Bechtel, Paul J. Alexander, Jürgen Böhner, Jason Ching, Olaf Conrad, Johannes Feddema, Gerald Mills, Linda See and Iain Stewart
384	Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information by Linda See, Peter Mooney, Giles Foody, Lucy Bastin, Alexis Comber, Jacinto Estima, Steffen Fritz, Norman Kerle, Bin Jiang, Mari Laakso, Hai-Ying Liu, Grega Milčinski, Matej Nikšič, Marco Painho, Andrea Pődör, Ana-Maria Olteanu-Raimond and Martin Rutzinger
382	EASE-Grid 2.0: Incremental but Significant Improvements for Earth-Gridded Data Sets by Mary J. Brodzik, Brendan Billingsley, Terry Haran, Bruce Raup and Matthew H. Savoie
346	A State-of-the-Art Review on the Integration of Building Information Modeling (BIM) and Geographic Information System (GIS) by Xin Liu, Xiangyu Wang, Graeme Wright, Jack C. P. Cheng, Xiao Li and Rui Liu
323	A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting by Jiandong Bai, Jiawei Zhu, Yujiao Song, Ling Zhao, Zhixiang Hou, Ronghua Du and Haifeng Li
293	Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders by Marc Rußwurm and Marco Körner
258	Extended Reality in Spatial Sciences: A Review of Research Challenges and Future Directions by Arzu Çöltekin, Ian Lochhead, Marguerite Madden, Sidonie Christophe, Alexandre Devaux, Christopher Pettit, Oliver Lock, Shashwat Shukla, Lukáš Herman, Zdeněk Stachoň, Petr Kubíček, Dajana Snopková, Sergio Bernardes and Nicholas Hedley
252	Analyzing the Contributor Activity of a Volunteered Geographic Information Project — The Case of OpenStreetMap by Pascal Neis and Alexander Zipf

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10030	Map Reading and Analysis with GPT-4V(ision) by Jinwen Xu and Ran Tao
9691	A Comprehensive Survey on High-Definition Map Generation and Maintenance by Kaleab Taye Asrat and Hyung-Ju Cho
9489	A Comprehensive Overview Regarding the Impact of GIS on Property Valuation by Gabriela Droj, Anita Kwartnik-Pruc and Laurențiu Droj
8907	Performance Evaluation and Optimization of 3D Gaussian Splatting in Indoor Scene Generation and Rendering by Xinjian Fang, Yingdan Zhang, Hao Tan, Chao Liu and Xu Yang

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13525	Development of a Fifteen-Minute City Index Using Walkability Scores and Age-Classified Population: The Case of Pasig City, Metro Manila, Philippines by Carlo Angelo R. Mañago, Marielle G. Nasalita, Cesar V. Saveron, Ynah Andrea D. Sunga and Alexis Richard C. Claridades
8384	Advancing AI-Driven Geospatial Analysis and Data Generation: Methods, Applications and Future Directions by Hartwig H. Hochmair, Levente Juhász and Hao Li
8051	Site Selection Analysis and Prediction of New Retail Stores from an Urban Commercial Space Perspective: A Case Study of Luckin Coffee and Starbucks in Shanghai by Zhengxu Zhao, Gang Chen, Jianshu Duan and Youheng Xu
7902	Geoinformatics and Machine Learning for Shoreline Change Monitoring: A 35-Year Analysis of Coastal Erosion in the Upper Gulf of Thailand by Chakrit Chawalit, Wuttichai Boonpook, Asamaporn Sitthi, Kritanai Torsri, Daroonwan Kamthonkiat, Yumin Tan, Apised Suwansaard and Attawut Nardkulpat
7364	The Machine Learning-Based Mapping of Urban Pluvial Flood Susceptibility in Seoul Integrating Flood Conditioning Factors and Drainage-Related Data by Julieber T. Bersabe and Byong-Woon Jun
7069	A Methodological Framework for Assessing Overtourism in Insular Territories—Case Study of Santorini Island, Greece by Akrivi Leka, Apostolos Lagarias, Anastasia Stratigea and Panayiotis Prekas
7027	Application of GIS Technologies in Tourism Planning and Sustainable Development: A Case Study of Gelnica by Marieta Šoltésová, Barbora Iannaccone, Ľubomír Štrba and Csaba Sidor
6609	Spatial Accessibility to Healthcare Facilities: GIS-Based Public–Private Comparative Analysis Using Floating Catchment Methods by Onel Pérez-Fernández and Gregorio Rosario Michel
6428	Beyond the Road: A Regional Perspective on Traffic Congestion in Metro Atlanta by Jeong Chang Seong, Seungyeon Lee, Yoonjae Cho and Chulsue Hwang
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4242	Generative AI for Geospatial Analysis: Fine-Tuning ChatGPT to Convert Natural Language into Python-Based Geospatial Computations by Zachary Sherman, Sandesh Sharma Dulal, Jin-Hee Cho, Mengxi Zhang and Junghwan Kim
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37723	Analyzing the Contributor Activity of a Volunteered Geographic Information Project — The Case of OpenStreetMap by Pascal Neis and Alexander Zipf
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3130	Procedural Point Cloud Modelling in Scan-to-BIM and Scan-vs-BIM Applications: A Review by Nuno Abreu, Andry Pinto, Aníbal Matos and Miguel Pires
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2515	Research on Road Network Partitioning Considering the Coupling of Network Connectivity and Traffic Attributes by Yingying Ma, Minglang Xu, Xiaoran Qin, Ying Zeng and Lingyu Zeng
2279	A Survey of Methods and Input Data Types for House Price Prediction by Margot Geerts, Seppe vanden Broucke and Jochen De Weerdt
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2070	Implementation of Web Map Services for Old Cadastral Maps by Alvaro Verdu-Candela, Carmen Femenia-Ribera, Gaspar Mora-Navarro and Rafael Sierra-Requena

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3163	The Application of Space Syntax to Enhance Sociability in Public Urban Spaces: A Systematic Review by Reza Askarizad, Patxi José Lamíquiz Daudén and Chiara Garau
2719	ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models by Ali Mansourian and Rachid Oucheikh
2530	A Review of Bayesian Spatiotemporal Models in Spatial Epidemiology by Yufeng Wang, Xue Chen and Feng Xue
1567	A Comprehensive Overview Regarding the Impact of GIS on Property Valuation by Gabriela Droj, Anita Kwartnik-Pruc and Laurențiu Droj
1497	Map Reading and Analysis with GPT-4V(ision) by Jinwen Xu and Ran Tao
1469	Spatial and Temporal Analysis of Road Traffic Accidents in Major Californian Cities Using a Geographic Information System by Tariq Alsahfi
1418	Crossing Boundaries: The Ethics of AI and Geographic Information Technologies by Isaac Oluoch
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1297	A Review of Crowdsourcing Update Methods for High-Definition Maps by Yuan Guo, Jian Zhou, Xicheng Li, Youchen Tang and Zhicheng Lv

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1141	Geological Disaster Risk Assessment Under Extreme Precipitation Conditions in the Ili River Basin by Xinxu Li, Jinghui Liu, Zhiyong Zhang, Xushan Yuan, Yanmin Li and Zixuan Wang
1044	Advancing AI-Driven Geospatial Analysis and Data Generation: Methods, Applications and Future Directions by Hartwig H. Hochmair, Levente Juhász and Hao Li
970	Development of a Fifteen-Minute City Index Using Walkability Scores and Age-Classified Population: The Case of Pasig City, Metro Manila, Philippines by Carlo Angelo R. Mañago, Marielle G. Nasalita, Cesar V. Saveron, Ynah Andrea D. Sunga and Alexis Richard C. Claridades
925	Application of GIS Technologies in Tourism Planning and Sustainable Development: A Case Study of Gelnica by Marieta Šoltésová, Barbora Iannaccone, Ľubomír Štrba and Csaba Sidor
801	Site Selection Analysis and Prediction of New Retail Stores from an Urban Commercial Space Perspective: A Case Study of Luckin Coffee and Starbucks in Shanghai by Zhengxu Zhao, Gang Chen, Jianshu Duan and Youheng Xu
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1141	Geological Disaster Risk Assessment Under Extreme Precipitation Conditions in the Ili River Basin by Xinxu Li, Jinghui Liu, Zhiyong Zhang, Xushan Yuan, Yanmin Li and Zixuan Wang
546	Educational Facility Site Selection Based on Multi-Source Data and Ensemble Learning: A Case Study of Primary Schools in Tianjin by Zhenhui Sun, Ying Xu, Junjie Ning, Yufan Wang and Yunxiao Sun
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25904	Transport Accessibility Analysis Using GIS: Assessing Sustainable Transport in London by Alistair C. Ford, Stuart L. Barr, Richard J. Dawson and Philip James
23925	Applications of 3D City Models: State of the Art Review by Filip Biljecki, Jantien Stoter, Hugo Ledoux, Sisi Zlatanova and Arzu Çöltekin
18237	GIS-Based Planning and Modeling for Renewable Energy: Challenges and Future Research Avenues by Bernd Resch, Günther Sagl, Tobias Törnros, Andreas Bachmaier, Jan-Bleicke Eggers, Sebastian Herkel, Sattaya Narmsara and Hartmut Gündra
18001	Trends and Opportunities of BIM-GIS Integration in the Architecture, Engineering and Construction Industry: A Review from a Spatio-Temporal Statistical Perspective by Yongze Song, Xiangyu Wang, Yi Tan, Peng Wu, Monty Sutrisna, Jack C. P. Cheng and Keith Hampson
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15933	*mgwr: A Python* Implementation of Multiscale Geographically Weighted Regression for Investigating Process Spatial Heterogeneity and Scale by Taylor M. Oshan, Ziqi Li, Wei Kang, Levi J. Wolf and A. Stewart Fotheringham**
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15222	Global-Scale Resource Survey and Performance Monitoring of Public OGC Web Map Services by Zhipeng Gui, Jun Cao, Xiaojing Liu, Xiaoqiang Cheng and Huayi Wu
15113	An Analysis of Geospatial Technologies for Risk and Natural Disaster Management by Luiz A. Manfré, Eliane Hirata, Janaína B. Silva, Eduardo J. Shinohara, Mariana A. Giannotti, Ana Paula C. Larocca and José A. Quintanilha
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5.93	Advances in AI-Driven Geospatial Analysis and Data Generation Guest Editors Hartwig H. Hochmair , Levente Juhász and Hao Li \| Number of Papers: 15
5.82	Innovative GIS Models and Approaches for Large Environmental and Urban Applications in the Age of AI Guest Editors Peng Peng , Shu Wang , Maryam Lotfian , Feng Lu and Yunqiang Zhu \| Number of Papers: 22

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