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Citations	Article
121	Big Data Management Algorithms, Deep Learning-Based Object Detection Technologies, and Geospatial Simulation and Sensor Fusion Tools in the Internet of Robotic Things by Mihai Andronie, George Lăzăroiu, Mariana Iatagan, Iulian Hurloiu, Roxana Ștefănescu, Adrian Dijmărescu and Irina Dijmărescu
101	Graph Neural Network for Traffic Forecasting: The Research Progress by Weiwei Jiang, Jiayun Luo, Miao He and Weixi Gu
56	Mapping with ChatGPT by Ran Tao and Jinwen Xu
50	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
49	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
43	Deep Learning Semantic Segmentation for Land Use and Land Cover Types Using Landsat 8 Imagery by Wuttichai Boonpook, Yumin Tan, Attawut Nardkulpat, Kritanai Torsri, Peerapong Torteeka, Patcharin Kamsing, Utane Sawangwit, Jose Pena and Montri Jainaen
41	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
40	Assessment of Perceived and Physical Walkability Using Street View Images and Deep Learning Technology by Youngok Kang, Jiyeon Kim, Jiyoung Park and Jiyoon Lee
37	Testing Small-Scale Vitality Measurement Based on 5D Model Assessment with Multi-Source Data: A Resettlement Community Case in Suzhou by Jinliu Chen, Wenkang Tian, Kexin Xu and Paola Pellegrini
37	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

Citations	Article
49	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
37	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
25	ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models by Ali Mansourian and Rachid Oucheikh
24	Is ChatGPT a Good Geospatial Data Analyst? Exploring the Integration of Natural Language into Structured Query Language within a Spatial Database by Yongyao Jiang and Chaowei Yang
24	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
21	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
21	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
20	Early Flood Monitoring and Forecasting System Using a Hybrid Machine Learning-Based Approach by Eleni-Ioanna Koutsovili, Ourania Tzoraki, Nicolaos Theodossiou and George E. Tsekouras
18	Optimization and Simulation of Mountain City Land Use Based on MOP-PLUS Model: A Case Study of Caijia Cluster, Chongqing by Yuqing Zhong, Xiaoxiang Zhang, Yanfei Yang and Minghui Xue
18	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

Citations	Article
15	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
11	Analysis of Decoupling Effects and Influence Factors in Transportation: Evidence from Guangdong Province, China by Hualing Bi, Shiying Zhang and Fuqiang Lu
9	TPTrans: Vessel Trajectory Prediction Model Based on Transformer Using AIS Data by Wentao Wang, Wei Xiong, Xue Ouyang and Luo Chen
9	Optimizing Site Selection for Construction: Integrating GIS Modeling, Geophysical, Geotechnical, and Geomorphological Data Using the Analytic Hierarchy Process by Doaa Wahba, Awad A. Omran, Ashraf Adly, Ahmed Gad, Hasan Arman and Heba El-Bagoury
9	Urban Vitality Measurement Through Big Data and Internet of Things Technologies by Young-Long Kim
9	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	Revealing Land-Use Dynamics on Thermal Environment of Riverine Cities Under Climate Variability Using Remote Sensing and Geospatial Techniques by Nazia Iftakhar, Fakhrul Islam, Mohammad Izhar Hussain, Muhammad Nasar Ahmad, Jinwook Lee, Nazir Ur Rehman, Saleh Qaysi, Nassir Alarifi and Youssef M. Youssef
8	A Novel Evolutionary Deep Learning Approach for PM_2.5 Prediction Using Remote Sensing and Spatial–Temporal Data: A Case Study of Tehran by Mehrdad Kaveh, Mohammad Saadi Mesgari and Masoud Kaveh
8	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
7	TravelRAG: A Tourist Attraction Retrieval Framework Based on Multi-Layer Knowledge Graph by Sihan Song, Chuncheng Yang, Li Xu, Haibin Shang, Zhuo Li and Yinghui Chang

Citations	Article
5	Urban Street Network Configuration and Property Crime: An Empirical Multivariate Case Study by Erfan Kefayat and Jean-Claude Thill
3	Large-Scale Point Cloud Semantic Segmentation with Density-Based Grid Decimation by Liangcun Jiang, Jiacheng Ma, Han Zhou, Boyi Shangguan, Hongyu Xiao and Zeqiang Chen
3	Rural Local Landscape Perception Evaluation: Integrating Street View Images and Machine Learning by Suning Gong, Lin Zhang, Jie Zhang and Yuxi Duan
3	AutoGEEval: A Multimodal and Automated Evaluation Framework for Geospatial Code Generation on GEE with Large Language Models by Huayi Wu, Zhangxiao Shen, Shuyang Hou, Jianyuan Liang, Haoyue Jiao, Yaxian Qing, Xiaopu Zhang, Xu Li, Zhipeng Gui, Xuefeng Guan and Longgang Xiang
3	Geospatial Approach to Assess Flash Flood Vulnerability in a Coastal District of Bangladesh: Integrating the Multifaceted Dimension of Vulnerabilities by Sajib Sarker, Israt Jahan, Xin Wang and Abul Azad
3	A Multi-Dimensional Evaluation of Street Vitality in a Historic Neighborhood Using Multi-Source Geo-Data: A Case Study of Shuitingmen, Quzhou by Guoquan Zheng, Lingli Ding and Jiehui Zheng
2	A Playful Participatory Planning System (P-PPS): A Framework for Collecting and Analyzing Player-Generated Spatial Data from Minecraft Worlds by Ítalo Sousa de Sena, Lasith Niroshan, Jonáš Rosecký, Vojtěch Brůža, Micheál Butler and Chiara Cocco
2	Topology-Aware Multi-View Street Scene Image Matching for Cross-Daylight Conditions Integrating Geometric Constraints and Semantic Consistency by Haiqing He, Wenbo Xiong, Fuyang Zhou, Zile He, Tao Zhang and Zhiyuan Sheng
2	Understanding the Impact of Street Environments on Traffic Crash Risk from the Perspective of Aging People: An Interpretable Machine Learning Approach by Ketong Shen, Jian Liu and Xintao Liu
2	A Deep Learning Method for the Automated Mapping of Archaeological Structures from Geospatial Data: A Case Study of Delos Island by Pavlos Fylaktos, George P. Petropoulos and Ioannis Lemesios

Citations	Article
712	Applications of 3D City Models: State of the Art Review by Filip Biljecki, Jantien Stoter, Hugo Ledoux, Sisi Zlatanova and Arzu Çöltekin
612	*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**
589	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
379	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
375	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
335	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
292	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
283	Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders by Marc Rußwurm and Marco Körner
250	Analyzing the Contributor Activity of a Volunteered Geographic Information Project — The Case of OpenStreetMap by Pascal Neis and Alexander Zipf
243	Geographic Situational Awareness: Mining Tweets for Disaster Preparedness, Emergency Response, Impact, and Recovery by Qunying Huang and Yu Xiao

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17190	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
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12673	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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17190	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
15999	ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models by Ali Mansourian and Rachid Oucheikh
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11376	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
10301	Large Language Model-Driven Structured Output: A Comprehensive Benchmark and Spatial Data Generation Framework by Diya Li, Yue Zhao, Zhifang Wang, Calvin Jung and Zhe Zhang
9071	Map Reading and Analysis with GPT-4V(ision) by Jinwen Xu and Ran Tao
8913	3D Cadastral Database Systems—A Systematic Literature Review by Javad Shahidinejad, Mohsen Kalantari and Abbas Rajabifard
8828	Multiscale Feature Extraction by Using Convolutional Neural Network: Extraction of Objects from Multiresolution Images of Urban Areas by Ching-Lung Fan
8548	Early Flood Monitoring and Forecasting System Using a Hybrid Machine Learning-Based Approach by Eleni-Ioanna Koutsovili, Ourania Tzoraki, Nicolaos Theodossiou and George E. Tsekouras

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11376	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
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7519	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
6996	Advancing AI-Driven Geospatial Analysis and Data Generation: Methods, Applications and Future Directions by Hartwig H. Hochmair, Levente Juhász and Hao Li
6652	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
6616	TPTrans: Vessel Trajectory Prediction Model Based on Transformer Using AIS Data by Wentao Wang, Wei Xiong, Xue Ouyang and Luo Chen
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5913	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
5786	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
5766	TravelRAG: A Tourist Attraction Retrieval Framework Based on Multi-Layer Knowledge Graph by Sihan Song, Chuncheng Yang, Li Xu, Haibin Shang, Zhuo Li and Yinghui Chang

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4670	Geospatial Approach to Assess Flash Flood Vulnerability in a Coastal District of Bangladesh: Integrating the Multifaceted Dimension of Vulnerabilities by Sajib Sarker, Israt Jahan, Xin Wang and Abul Azad
4199	Evaluating Real-Time and Scheduled Public Transport Data: Challenges and Opportunities by Liam Webb, Gary Higgs, Mitchel Langford and Robert Berry
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37264	Analyzing the Contributor Activity of a Volunteered Geographic Information Project — The Case of OpenStreetMap by Pascal Neis and Alexander Zipf
36522	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
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5232	Graph Neural Network for Traffic Forecasting: The Research Progress by Weiwei Jiang, Jiayun Luo, Miao He and Weixi Gu
4028	Big Data Management Algorithms, Deep Learning-Based Object Detection Technologies, and Geospatial Simulation and Sensor Fusion Tools in the Internet of Robotic Things by Mihai Andronie, George Lăzăroiu, Mariana Iatagan, Iulian Hurloiu, Roxana Ștefănescu, Adrian Dijmărescu and Irina Dijmărescu
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2715	Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model by Liufeng Tao, Zhong Xie, Dexin Xu, Kai Ma, Qinjun Qiu, Shengyong Pan and Bo Huang
2572	Interactive and Immersive Digital Representation for Virtual Museum: VR and AR for Semantic Enrichment of Museo Nazionale Romano, Antiquarium di Lucrezia Romana and Antiquarium di Villa Dei Quintili by Fabrizio Banfi, Mara Pontisso, Francesca Romana Paolillo, Stefano Roascio, Clara Spallino and Chiara Stanga
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2476	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
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2882	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
2482	ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models by Ali Mansourian and Rachid Oucheikh
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1731	Is ChatGPT a Good Geospatial Data Analyst? Exploring the Integration of Natural Language into Structured Query Language within a Spatial Database by Yongyao Jiang and Chaowei Yang
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1320	Crossing Boundaries: The Ethics of AI and Geographic Information Technologies by Isaac Oluoch
1305	Spatial and Temporal Analysis of Road Traffic Accidents in Major Californian Cities Using a Geographic Information System by Tariq Alsahfi

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1092	TravelRAG: A Tourist Attraction Retrieval Framework Based on Multi-Layer Knowledge Graph by Sihan Song, Chuncheng Yang, Li Xu, Haibin Shang, Zhuo Li and Yinghui Chang
1050	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
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752	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

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1050	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
592	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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381	Evaluating Spatio-Temporal Kriging with Machine Learning Considering the Sources of Spatio-Temporal Variation by Min Jeong and Hyeongmo Koo
381	Indoor Dynamic Environment Mapping Based on Semantic Fusion and Hierarchical Filtering by Yiming Li, Luying Na, Xianpu Liang and Qi An

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25790	Transport Accessibility Analysis Using GIS: Assessing Sustainable Transport in London by Alistair C. Ford, Stuart L. Barr, Richard J. Dawson and Philip James
23670	Applications of 3D City Models: State of the Art Review by Filip Biljecki, Jantien Stoter, Hugo Ledoux, Sisi Zlatanova and Arzu Çöltekin
18133	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
17860	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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15177	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
15059	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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