Table of Contents

• Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical PriorLin Che 0001, Yizi Chen, Tanhua Jin, Martin Raubal, Konrad Schindler, Peter Kiefer. 28-38 [doi]
• M3: Recommendation via Attention-Graph Cluster Q-Learning with Multi-Scale Spatial Heterogeneity for Multi-Purpose, Multi-Stakeholder Green Attractions in TransportationShih-Yu Lai, Tzu-Hsin Hsieh, Pei-Chi Tsai, Chao-Chun Kung, Sing-Kai Ling, Hsun-Ping Hsieh. 39-51 [doi]
• UQGNN: Uncertainty Quantification of Graph Neural Networks for Multivariate Spatiotemporal PredictionDahai Yu, Dingyi Zhuang, Lin Jiang 0007, Rongchao Xu, Xinyue Ye, Yuheng Bu, Shenhao Wang, Guang Wang 0001. 52-65 [doi]
• One Model, Many Cities: A Transferable Social Relationship Inference Framework for Human Mobility DataChen Chu, Cyrus Shahabi, Emmanuel Tung, Khurram Shafique. 66-76 [doi]
• DeepMDV: Global Spatial Matching for Multi-depot Vehicle Routing ProblemsSaeed Nasehi Basharzad, Farhana Murtaza Choudhury, Egemen Tanin, Majid Sarvi. 77-89 [doi]
• UGuideRAG: Intent-Enhanced Retrieval-Augmented Generation with User-Generated Content for Personalized Urban TourismJing Tang, Inhye Kong, Zhaonan Wang 0001. 90-102 [doi]
• FairDRL-ST: Disentangled Representation Learning for Fair Spatio-Temporal Mobility PredictionSichen Zhao, Wei Shao 0006, Jeffrey Chan, Ziqi Xu 0001, Flora Salim. 103-106 [doi]
• SynopsisLake: Quality-aware Approximate Spatial Query Processing Using Data SynopsesXin Zhang 0119, Ahmed Eldawy. 107-119 [doi]
• An image embedding-based approach for classifying street networksFrancisco Garrido-Valenzuela, Max Lange, Juan Carlos Herrera, Sander van Cranenburgh, Oded Cats. 120-123 [doi]
• Geo-Aware Models for Stream Temperature Prediction across Different Spatial Regions and ScalesShiyuan Luo, Runlong Yu, Shengyu Chen, Yingda Fan, Yiqun Xie, Yanhua Li, Xiaowei Jia. 124-136 [doi]
• Roaming Navigation-in-the-wild: How Pedestrians Subjectively Perceive Non-shortest RoutesKeisuke Otaki, Tomosuke Maeda, Keiko Uemura, Takayoshi Yoshimura. 137-148 [doi]
• Analysis of Artifacts of Parallel Micro-Traffic SimulationJoon-Seok Kim 0001, Gautam Malviya Thakur, Steven Carter Christopher. 149-152 [doi]
• ConPro-GAIL: Interpretable Policy Learning via Conceptual Prototyping for Human Spatiotemporal Decision UnderstandingRonilo Ragodos, Xun Zhou 0001, Tong Wang 0011, Yajun Pan 0002, Jun Luo 0007. 153-162 [doi]
• Mapping the Storm: Geospatial Impacts of Severe Weather on LEO Network PerformanceSina Ehsani, Bhanu Pallakonda, Pragyana K. Mishra. 163-172 [doi]
• CausalGRIT: Causal Graph Reasoning for Traffic Congestion Prediction - From Statistical Association to Casual InterventionSheng Liu 0032, Jun Ying, Fan Bai 0002. 173-185 [doi]
• Omni-CityMood: Vision-based Urban Atmosphere Perception from Every AngleYuki Kubota, Kota Tsubouchi, Soto Anno, Kaito Ide, Masamichi Shimosaka. 186-196 [doi]
• CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly DetectionHaomin Wen, Shurui Cao, Leman Akoglu. 197-209 [doi]
• Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover ClassificationJunhao Wu 0003, Stephen Aboagye-Ntow, Chuyuan Wang, Gang Chen, Xin Huang. 210-220 [doi]
• A Deep Multilevel Approach for Non-Uniform Spatial Network PartitioningAlhassan Alshareedah, Amr Magdy 0001. 221-232 [doi]
• Enhancing Urban Region Representation via Adaptive Risk-aware Consensus LearningLi Huang 0002, Yujie Wu 0009, Xiaolong Song, Qiang Gao 0003, Goce Trajcevski, Xueqin Chen 0002. 233-243 [doi]
• Space-aware Socioeconomic Indicator Inference with Heterogeneous GraphsXingchen Zou, Jiani Huang 0001, Xixuan Hao, Yuhao Yang 0002, Haomin Wen, Yibo Yan, Chao Huang 0001, Chao Chen 0004, Yuxuan Liang 0002. 244-256 [doi]
• Geospatial Diffusion for Land Cover Imperviousness Change ForecastingDebvrat Varshney, Vibhas Vats, Bhartendu Pandey, Christa Brelsford, Philipe Dias. 257-260 [doi]
• Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelf Melt in the AntarcticMaloy Kumar Devnath, Sudip Chakraborty, Vandana P. Janeja. 261-264 [doi]
• HydroChronos: Forecasting Decades of Surface Water ChangeDaniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza. 265-276 [doi]
• LLM Agents for Georelating - A New Task for Locating EventsKai Moltzen, Junbo Huang, Ricardo Usbeck. 277-280 [doi]
• A Qualitative Evaluation of Distance Measures in Trajectory Data ClusteringMax Galetskiy, Johann Bornholdt, Theodoros Chondrogiannis, Michael Grossniklaus. 281-292 [doi]
• Quantifying the Impact of k-Anonymizing Trajectory Data on Common Traffic Management Use CasesChristian Fries, Jan Kettler, Thorsten Paßfeld, Ralf Tönjes, Christian Kray. 293-303 [doi]
• A Sentinel-2 Benchmark and Deep-Learning Study for Wildfire Damage Mapping [Experiment]Valeria Martin, K. Brent Venable, Derek Morgan. 304-307 [doi]
• NEXICA: Discovering Road Traffic CausalitySiddharth Srikanth, John Krumm, Jonathan Qin. 308-311 [doi]
• EvaMAE: How Helpful Are DEM Data in Enhancing Geo-Foundation Models for Earth Imagery?Saugat Adhikari, Da Yan 0001, Naman Nimbale, Weijin Liu, Xiaodong Yu, Akhlaque Ahmad, Lyuheng Yuan, Jiao Han, Zhe Jiang 0001. 312-323 [doi]
• Training Machine Learning Models on Human Spatio-temporal Mobility Data: An Experimental Study [Experiment Paper]Yueyang Liu, Lance Kennedy, Ruochen Kong, Joon-Seok Kim 0001, Andreas Züfle. 324-327 [doi]
• Uncertainty-aware Spatio-Temporal Human Mobility Modeling and Anomaly DetectionHaomin Wen, Shurui Cao, Zeeshan Rasheed, Khurram Hassan-Shafique, Leman Akoglu. 328-331 [doi]
• Urban Knowledge Graph-Enhanced Explainable Recommendation Approach for Destination ChoiceZiheng Liu, Yanbo Pang, Yoshihide Sekimoto. 332-335 [doi]
• KG-STFT: Knowledge Graph-Guided Human-Generated Spatial-Temporal Cross-task Fine-TuningMingzhi Hu, Xin Zhang 0098, Yanhua Li, Jun Luo 0007. 336-345 [doi]
• Crowd-Aware Itinerary Optimization via Clustered Multi-Agent Reinforcement LearningRazan Albayouk, Zaher Al Aghbari, Imad Afyouni. 346-356 [doi]
• RECAST: Route-Enhanced Conditional Anomalous Sub-trajectory DetectionZiyi Jiang, Qiqi Wang 0015, Xuyang Sun, Gillian Dobbie, Xiaoling Lu, Yalei Du, Yuanyuan Zhang 0010, Kaiqi Zhao 0001. 357-369 [doi]
• TrajNS: Numerical and Semantic Modeling Framework for Realistic and Controllable Trajectory GenerationDimuthu Lakmal, Renata Borovica-Gajic, Shanika Karunasekera. 370-373 [doi]
• Uncertainty-Aware Anomaly Detection in Spatiotemporal Climate Data [Experiment]Tolulope Ale, Ratnaksha Lele, Nicole-Jeanne Schlegel, Vandana P. Janeja. 374-377 [doi]
• Reducing Street Parking Search Time via Smart Assignment StrategiesBehafarid Hemmatpour, Javad Dogani, Nikolaos Laoutaris. 378-381 [doi]
• Geo-lucid Conditional Diffusion Models for High Physical Fidelity Trajectory GenerationMingzhou Yang 0001, Arun Sharma 0006, Majid Farhadloo, Bharat Jayaprakash, Shashi Shekhar 0001. 382-395 [doi]
• ViT-RefineNet for Directional Signal Radio Map Reconstruction from Sparse SamplesLyuzhou Ye, Thanh-Dat Le, Yan Huang. 396-406 [doi]
• HD-GEN: A Software System for Large-Scale Human Mobility Data Generation Based on Patterns of LifeHossein Amiri, Richard Yang, Shiyang Ruan, Joon-Seok Kim 0001, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle. 407-410 [doi]
• Graph Enhanced Trajectory Anomaly DetectionJonathan Mbuya, Dieter Pfoser, Antonios Anastasopoulos. 411-422 [doi]
• SpatialGPT: Zero-Shot Vision-and-Language Navigation via Spatial CoT over Structured Spatial MemoryZhiqiang Jiang, Xin Wang 0004. 423-435 [doi]
• GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender SystemsWilson Wongso, Hao Xue 0001, Flora Salim. 436-439 [doi]
• CartoMapQA: A Fundamental Benchmark Dataset Evaluating Vision-Language Models on Cartographic Map UnderstandingHuy Quang Ung, Guillaume Habault, Yasutaka Nishimura, Hao Niu 0001, Roberto Legaspi, Tomoki Oya, Ryoichi Kojima, Masato Taya, Chihiro Ono, Atsunori Minamikawa, Yan Liu 0002. 440-453 [doi]
• Towards A New Era of Geo-Foundation Models: Expert-Guided Multimodal Alignment and Geospatial Context AwarenessTing Han 0001, Huan Chen 0025, Chaolei Wang, Yilan Ren, Meiliu Wu. 454-465 [doi]
• Efficient Spatial Joins on Large Geometry SetsHannah Bast, Patrick Brosi, Johannes Kalmbach. 466-476 [doi]
• Estimating Urban Traffic Using Public Transit Buses as ProbesBahare Salehi, Mahmoud Attia Sakr. 477-487 [doi]
• PROMIS: A Post-Processing Framework for Mitigating Spatial BiasDimitris Kyriakopoulos, Dimitris Sacharidis, Giorgos Giannopoulos, Dimitrios Gunopulos, Theodore Dalamagas 0001. 488-498 [doi]
• STOAT: Spatial-Temporal Probabilistic Causal Inference NetworkYang Yang, Du Yin, Hao Xue 0001, Flora Salim. 499-510 [doi]
• XXLTraffic: Expanding and Extremely Long Traffic Forecasting beyond Test AdaptationDu Yin, Hao Xue 0001, Arian Prabowo, Shuang Ao, Flora Salim. 511-521 [doi]
• Multi-Scale Diffusion Transformer for Jointly Simulating User Mobility and Mobile Traffic PatternZiyi Liu, Qingyue Long, Huandong Wang, Yong Li 0008. 522-525 [doi]
• IsoSim: A Long-term Benchmark Dataset for Water Isotope Emulation in Global Climate ModelsZhili Li, Qi Cheng, Ruohan Li, Feng Zhu, Xiaowei Jia, Yiqun Xie. 526-537 [doi]
• GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code AssistantGaspard Merten, Gilles Dejaegere, Mahmoud Attia Sakr. 538-548 [doi]
• Foundation Models for Semantic Segmentation of Thick/Thin Clouds and Cloud-shadows: A Comparative StudyCalvin Nguyen, Ranga Raju Vatsavai. 549-552 [doi]
• PolyMinHash: Efficient Area-Based MinHashing of Polygons for Approximate Nearest Neighbor SearchAlima Subedi, Sankalpa Pokharel, Satish Puri. 553-556 [doi]
• Voluntary mobility clustering for epidemic controlAmir Mohammad Esmaieeli Sikaroudi, Alon Efrat, Joseph S. B. Mitchell, Esther M. Arkin. 557-560 [doi]
• FCV2X-Net: Foresighted and Coordinated Vehicle-to-Everything Control for Joint Traffic Navigation and Signal OptimizationJinwei Zeng, Hongyuan Su, Jian Yuan, Yong Li. 561-564 [doi]
• TerraMAE: Learning Spatial-Spectral Representations from Hyperspectral Earth Observation Data via Adaptive Masked AutoencodersTanjim Bin Faruk, Abdul Matin, Shrideep Pallickara, Sangmi Lee Pallickara. 565-568 [doi]
• Tesseract: Unfolding Navigable Graph Representations from Low-Semantic Floor PlansYaqoob Ansari, Ammar Karkour, Eduardo Feo Flushing, Khaled A. Harras. 569-579 [doi]
• SGV: Spatial Graph VisualizationTarlan Bahadori, Alvin Chiu, Ahmed Eldawy, Michael T. Goodrich. 580-583 [doi]
• Understanding Vessel Mobility Behavior through the Identification and Labeling of Maritime Zones of InterestOmar Ghannou, Etienne Thuillier, Omar Boucelma. 584-594 [doi]
• ICAD: A Self-Supervised Autoregressive Approach for Multi-Context Anomaly Detection in Human Mobility DataBita Azarijoo, Maria Despoina Siampou, John Krumm, Cyrus Shahabi. 595-606 [doi]
• POIFormer: A Transformer-Based Framework for Accurate and Scalable Point-of-Interest AttributionNripsuta Ani Saxena, Shang-Ling Hsu, Mehul Shetty, Omar Alkhadra, Cyrus Shahabi, Abigail L. Horn. 607-619 [doi]
• FUSE-Traffic: Fusion of Unstructured and Structured data for Event-aware Traffic forecastingChenyang Yu, Xinpeng Xie, Yan Huang 0002, Chenxi Qiu. 620-630 [doi]
• Scenario-Based Evaluation of Probabilistic Time Series Forecasting for Solar EnergyRuohan Li, Yiqun Xie, Xiaowei Jia, Gengchen Mai, Sophia Hou, ZhiHao Wang, Zhili Li. 631-634 [doi]
• Index-Driven Detection of Continuously Connected Groups in Spatio-Temporal Data StreamsAndreas Morgen, Patrick Grieser, Bernhard Seeger. 635-645 [doi]
• A Probabilistic Framework for Imputing Genetic Distances in Spatiotemporal Pathogen ModelsHaley Stone, Jing Du, Hao Xue 0001, Matthew Scotch, David J. Heslop, Andreas Züfle, C. Raina MacIntyre, Flora Salim. 646-655 [doi]
• AutoTracker: A Traffic Sign Change Detection SystemYunyao Cheng 0001, Christian S. Jensen, Kristian Torp. 656-659 [doi]
• Dynamic Budgeted Reinforcement Learning for Fairness in Spatial-Temporal Resource AllocationYufan Kang, Jie Zhang, Wei Shao 0006, Rui Tang, Mark Andrejevic, Jeffrey Chan, Flora D. Salim. 660-669 [doi]
• OBSR: Open Benchmark for Spatial RepresentationsJulia Moska, Oleksii Furman, Kacper Kozaczko, Szymon Leszkiewicz, Jakub Polczyk, Piotr Gramacki, Piotr Szymanski. 670-681 [doi]
• Mobility Data Stream Processing Beyond the CloudMariana M. Garcez Duarte, Dwi P. A. Nugroho, Georges Tod, Evert Bevernage, Pieter Moelans, Elias Saerens, Esteban Zimányi, Mahmoud Attia Sakr, Steffen Zeuch. 682-685 [doi]
• AddressBind: Cross-modal Alignment of Addresses and GeocodesGovind, Sayan Putatunda, Saurabh Sohoney. 686-695 [doi]
• Robust and Efficient Human Mobility Data Processing through the Lens of Topological PersistenceLifeng Lin, Hangli Ge, Takashi Michikata, Kazuma Hatano, Ryosuke Shibasaki, Noboru Koshizuka. 696-705 [doi]
• Dynamic Weather-Resilient Vessel Routing using Big AIS DataAlexandros Troupiotis-Kapeliaris, Georgios Grigoropoulos, Marios Vodas, Konstantina Bereta. 706-716 [doi]
• DIGMAPPER: A Modular System for Automated Geologic Map DigitizationWeiwei Duan, Yao-Yi Chiang, Theresa Chen, Michael P. Gerlek, Leeje Jang, Sofia Kirsanova, Craig A. Knoblock, Fandel Lin, Yijun Lin 0001, Zekun Li 0007, Steven N. Minton. 717-728 [doi]
• Learning Heuristics to Solve Dynamic Vehicle Routing Problems Using Large Language ModelsAndrew Wang, Xiaoyan Li, Yunli Wang. 729-738 [doi]
• SPEEDY: Framework for Sharpening Promise Time Estimates in Sub-Same Day DeliveryArindam Sarkar, Prakash Mandayam Comar. 739-747 [doi]
• Efficient Alternative Path Generation in Time-Dependent AOussama Dhifallah, Michael R. Evans, Dragomir Yankov, Antonios Karatzoglou, Florin Sabau, Goran Predovic. 748-757 [doi]
• Enhancing Point of Interest Search with Semantic and Spatial InformationYue Zhang 0043, Xiaoan Ding, Zeyu Zhang, Adi Hajj-Ahmad. 758-763 [doi]
• Spatially Enhanced Quantum Optimization for Network PlanningYaron Kanza, Divesh Srivastava. 764-768 [doi]
• A Future in Motion: Reimagining Public Transport with Diverse Autonomous VehiclesMuhammad Aamir Cheema, Muhammad Ali Babar 0001, Mohammed Eunus Ali, Mohammad Goudarzi, Walid G. Aref. 769-773 [doi]
• Toward Foundation Models for Mobility Enriched Geospatially Embedded ObjectsMaria Despoina Siampou, Shang-Ling Hsu, Shushman Choudhury, Neha Arora 0001, Cyrus Shahabi. 774-779 [doi]
• Human-as-a-Sensor: Harnessing Brain Signals for Intelligent Multimodal Sensing in Spatially-Aware SystemsSherif Mostafa, Khaled A. Harras, Moustafa Youssef 0001. 780-784 [doi]
• Cognitive Foundation Agents for Generalizable Vision-and-Language NavigationSherry Chalotra, Zhiqiang Jiang, Xin Wang 0004. 785-789 [doi]
• A Vision for Structured Experiential Mobility IntelligenceManos Papagelis. 790-794 [doi]
• Lory: Location-aware Data Discovery from Data LakesEl Kindi Rezig, Walid G. Aref. 795-798 [doi]
• Whose Truth? Pluralistic Geo-Alignment for (Agentic) AIKrzysztof Janowicz, Zilong Liu, Gengchen Mai, Zhangyu Wang, Ivan Majic, Alexandra Fortacz, Grant McKenzie, Song Gao 0001. 799-803 [doi]
• Search by Spatial Query: Text to Pictorial QueriesNicole R. Schneider, Avik Das, Kent O'Sullivan, Hanan Samet. 804-807 [doi]
• ALFA: Elevation-Guided 3D Flood Map Annotation on Earth Imagery by Consistency-Enhanced Active LearningSaugat Adhikari, Da Yan 0001, Naman Nimbale, Akhlaque Ahmad, Jiao Han, Lyuheng Yuan. 808-811 [doi]
• PortVIS: An Interactive Platform for Port-to-Port Trajectory Imputation and Visual AnalyticsZhiwen Zhang 0004, Zipei Fan, Wei Yuan 0004, Shun Iwazaki, Ryosuke Shibasaki. 812-815 [doi]
• Demonstration of FutureFarmNow: Interactive Spatial Data Exploration for Precision AgricultureZhuocheng Shang, Ahmed Eldawy, Elia Scudiero, George Vellidis, Jose Henrique Andreis. 816-819 [doi]
• RouteSys: A Future Route Data Management SystemZizhuo Xu, Doucheng Pan, Lei Li 0003, Mengxuan Zhang 0001, Yehong Xu, Xiaofang Zhou 0001. 820-823 [doi]
• AIDA: A Spatial Data Augmentation Tool for Machine Learning Dataset PreparationSara Migliorini, Alberto Belussi. 824-827 [doi]
• EpiScale: Large-Scale Simulation of Infectious Disease Based on Human MobilityRuochen Kong, Taylor Anderson 0001, David J. Heslop, Matthew Scotch, Flora D. Salim, Chandini Raina Macintyre, Andreas Züfle. 828-831 [doi]
• UrbanXplain: A Language-Driven Urban Planning System with Explainable Reasoning and Real-Time 3D RenderingYanan Xiao, Rui Song, Yinan Xiao, Lu Jiang 0007, Minghao Yin, Pengyang Wang. 832-835 [doi]
• SHM-DB - A Shared Memory Database for FAIR Geospatial Algorithm DevelopmentMartin Werner, Katharina Anders. 836-839 [doi]
• A Spatially-Grounded Conversational Planner for Personalized Urban ItinerariesChiara Pugliese, Maddalena Amendola, Raffaele Perego 0001, Chiara Renso. 840-843 [doi]
• Hecatoncheir: Scaling up and out spatial data managementThanasis Georgiadis, Achilleas Michalopoulos, Dimitris Dimitropoulos, Dimitrios Tsitsigkos, Nikos Mamoulis. 844-847 [doi]
• Planet Scale Mars Image Retrieval for Fast Mapping with Interactive Refinement [Demo]Jichao Fang, Lei Zhang, Wei Luo. 848-851 [doi]
• GRAFMOVE: Graph-based Mobility Optimization and Visualization EngineFederica Rollo, Laura Po. 852-855 [doi]
• RailEstate: An Interactive System for Metro Linked Property TrendsChen-Wei Chang, Yu-Chieh Cheng, Yun-En Tsai, Fanglan Chen, Chang-Tien Lu. 856-859 [doi]
• Coincident Data Discovery Engine: A Portal for Global-Scale Cross-Platform Satellite Data SearchRuichen Wang, Yiqun Xie, Leo Du, Jia Yu 0001, Kyle Duncan, Sinéad Louise Farrell, Zhili Li, Kangyang Chai. 860-863 [doi]
• VisLN: An Interactive Visualization System for Vision Language NavigationIsaac Huang, Zhiqiang Jiang. 864-867 [doi]
• Query-Aware Route Enrichment for Handling Complex Direction Queries and Grounding Large Language ModelsAntonios Karatzoglou, Michael Snider, Varun Kakkar, Michael R. Evans, Dragomir Yankov, Goran Predovic. 868-871 [doi]
• Partitioning Areas With Obstacles for Fleet of DronesKenneth Scheuman, Nicholas Kokott, Cole Stuedeman, Everett Duffy, Melani Hodge, Samuel Russett, Goce Trajcevski. 872-875 [doi]
• EV Energy Trading Dashboard: Cost-Emission Reduction Through Spatiotemporal Forecasts and Smart ChargingMuhammad Insan Al-Amin, Jinchun Du, Muhammad Aamir Cheema, Isma Farah Siddiqui, Mahsa Salehi. 876-879 [doi]
• Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-In-The-Loop MonitoringCristiano Landi, Natalia V. Andrienko, Gennady L. Andrienko. 880-883 [doi]
• Generative AI in Map-Making: A Technical Exploration and Its Implications for CartographersClaudio Affolter, Sidi Wu 0001, Yizi Chen, Lorenz Hurni. 884-893 [doi]
• REALISM: A Regulatory Framework for Coordinated Scheduling in Multi-Operator Shared Micromobility ServicesHeng Tan, Hua Yan, Yukun Yuan 0001, Guang Wang 0001, Yu Yang 0010. 894-904 [doi]
• FieldSAT: A Scalable Query Workflow for Precision Agriculture with Large Raster DatasetsZhuocheng Shang, Ahmed Eldawy, Elia Scudiero, Ramesh Dhungel, Ray G. Anderson. 905-915 [doi]
• An Orchestration Engine for Scalable, On-Demand AI Phenotyping from UAS Imagery in AgricultureLucas Waltz, Sarikaa Sridhar, Ryan Waltz, Paul Rodriguez, Chaeun Hong, Armeen Ghoorkhanian, Nicole DiMarco, Raghu Machiraju, Sami Khanal. 916-926 [doi]
• Weather-Driven Agricultural Decision-Making Under Imperfect ConditionsTamim Ahmed, Monowar Hasan. 927-930 [doi]
• The Maximum Coverage Model and Recommendation System for UAV Vertiports Location PlanningChunliang Hua, Xiao Hu, Jiayang Sun, Zeyuan Yang. 931-934 [doi]
• MODyPer: Multi-Objective Dynamic Personalized Route Planning for Vulnerable Road UsersFederica Rollo, Laura Po. 935-938 [doi]
• AddrRaG: Delivery Address Augmented Retrieval and ValidationEl Moundir Faraoun, Nedra Mellouli, Stéphane Millot. 939-942 [doi]
• DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice SheetsBayu Adhi Tama, Mansa Krishna, Homayra Alam, Mostafa Cham, Omar Faruque, Gong Cheng, Jianwu Wang 0001, Mathieu Morlighem, Vandana P. Janeja. 943-954 [doi]
• Physics-Guided Multi-Contextual Learning: Understanding the Surface and Subsurface Processes in Southeast GreenlandChhaya Kulkarni, Nicole-Jeanne Schlegel, Vandana P. Janeja. 955-958 [doi]
• RADAR: Resource Allocation for Disaster Resilience in Senior Health CareModeste Mefenya Kenne, Fernanda Ventorim, Chad Cossey, Zhenghui Hu, Julie Rousseau, Nalini Venkatasubramanian. 959-972 [doi]
• Denoising Diffusion Probabilistic Models for Coastal Inundation ForecastingKazi Ashik Islam, Zakaria Mehrab, Mahantesh Halappanavar, Henning S. Mortveit, Sridhar Katragadda, Jon Derek Loftis, Madhav V. Marathe. 973-976 [doi]
• Graph symbolic regression to interpret the propagation of Vesicular Stomatitis Virus across the U.S. and MexicoTamanna Rashme, Zonghan Zhang, Jason Weeks, Marouane Benbrahim, Zijian Zhang, Zhiqian Chen, Nisha Pillai, Ram Ramkumar, Bindu Nanduri. 977-980 [doi]
• A topology-based approach to extract pressure ridges from sea ice surfacesYunting Song, Leila De Floriani, Kyle Duncan, Sinead Farrell. 981-984 [doi]
• Scalable Inter-County Food Flow Prediction Using Graph Neural NetworksQianheng Zhang, Dev Paul, Michelle Miller 0006, Alfonso-Morales, Song Gao 0001. 985-994 [doi]
• Fine-Scale Soil Mapping in Alaska with Multimodal Machine LearningYijun Lin 0001, Theresa Chen, Colby Brungard, Sabine Grunwald, Sue Ives, Matt Macander, Timm Nawrocki, Yao-Yi Chiang, Nic Jelinski. 995-1007 [doi]
• A Behavior-Informed and Geo-Context-Aware Home Detection Framework for Mobile Phone Positioning DataYing Song, Meicheng Xiong, Xiaohuan Zeng, Di Zhu. 1008-1018 [doi]
• HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood PredictionAishwarya Sarkar, Autrin Hakimi, Xiaoqiong Chen, Hai Huang, Chaoqun Lu, Ibrahim Demir, Ali Jannesari. 1019-1030 [doi]
• MuST2-Learn: Multi-view Spatial-Temporal-Type Learning for Heterogeneous Municipal Service Time EstimationNadia Asif, Zhiqing Hong, Shaogang Ren, Xiaonan Zhang 0001, Xiaojun Shang, Yukun Yuan 0001. 1031-1041 [doi]
• Benchmarking Geospatial Question Answering with MapQAZekun Li 0007, Malcolm Grossman, Ehsan Qasemi, Mihir Kulkarni, Muhao Chen 0001, Yao-Yi Chiang. 1042-1045 [doi]
• Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited PlacesXinglei Wang, Tao Cheng 0004, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin 0006, Weiming Huang, Natchapon Jongwiriyanurak. 1046-1055 [doi]
• Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation LearningMin Namgung, Janghyeon Lee, Fangyi Ding, Yao-Yi Chiang. 1056-1066 [doi]
• FoundationSoil: Enhancing Soil Organic Carbon Mapping Using a Multi-Temporal Geospatial Foundation ModelJiayi Song, Chang Zhao, Hao-Yu Liao, Wei Shao. 1067-1070 [doi]
• Mapping Cultural Ecosystem Services Using One-Shot In-Context Learning with Multimodal Large Language ModelsHao-Yu Liao, Chang Zhao, Jiayi Song, Wei Shao. 1071-1074 [doi]
• Urban-STA4CLC: Urban Theory-Informed Spatio-Temporal Attention Model for Predicting Post-Disaster Commercial Land Use ChangeZiyi Guo, Yan Wang. 1075-1078 [doi]
• Learning Individual Movement Shifts After Urban Disruptions with Social Infrastructure RelianceShangde Gao, Zelin Xu, Zhe Jiang. 1079-1082 [doi]
• A Novel Evaluation Framework for 15-Minute City Using Satellite ImageryChanjae Song, SeongYeub Chu, Jongwoo Kim, Mun Yong Yi. 1083-1093 [doi]
• MVeLMA: Multimodal Vegetation Loss Modeling Architecture for Predicting Post-fire Vegetation LossMeenu Ravi, Shailik Sarkar, Yanshen Sun, Vaishnavi Singh, Chang-Tien Lu. 1094-1105 [doi]
• Leveraging Reinforcement Learning for Maternity Care Resource Reallocation: A Case Study in FloridaAndy Qin, Yuhao Kang, Hanqi Li, Shiqi Wang 0029, Bing Zhou, Fahui Wang, Peiyin Hung. 1106-1109 [doi]
• Iti-Validator: A Guardrail Framework for Validating and Correcting LLM-Generated ItinerariesShravan Gadbail, Masumi Desai, Kamalakar Karlapalem. 1110-1113 [doi]
• A Spatially-Adapted SHAP Approach for Interpreting Deep Bike Usage Learning and PredictionCongcong Miao, Suining He, Yuyao Li, Chuanrong Zhang. 1114-1117 [doi]
• MapLibre Tile: A Next Generation Vector Tile FormatMarkus Tremmel, Roland Zink. 1118-1121 [doi]
• Exploiting Polygon Metadata to Recolor Historical MapsFandel Lin, Craig A. Knoblock, Binh Vu, Yao-Yi Chiang. 1122-1125 [doi]
• Exploiting Polygon Metadata to Colorize Draft MapsFandel Lin, Craig A. Knoblock, Binh Vu, Basel Shbita, Yao-Yi Chiang. 1126-1129 [doi]
• Spatial Regionalization: A Hybrid Quantum Computing ApproachYunhan Chang, Amr Magdy 0001, Federico M. Spedalieri, Ibrahim Sabek. 1130-1133 [doi]
• Classical Feature Embeddings Help in BERT-Based Human Mobility PredictionYunzhi Liu, Haokai Tan, Rushi Kanjaria, Lihuan Li, Flora D. Salim. 1134-1137 [doi]
• Modeling Stopped Vehicle Dynamics on Urban Backstreets via GraphLSTM-Attn: A Context-Aware GeoAI ApproachJiwon Kim, Jiyoon Lee, Youngok Kang. 1138-1141 [doi]
• TrafficNetQA: Question Answering Datasets for Evaluating LLM Performance on Traffic Network FilesDonghoon Kwon, Seungmo Kang, Seongjin Choi. 1142-1145 [doi]
• ST-EMS: A Spatio-Temporal Framework for Forecasting Emergency Medical Service Demand and Adaptive Hospital RoutingSai Deepthi Yeddula, Sarath S. Shanker, Abhijeet Bhattacharya, Chen Jiang, Julian L. Rrushi, Wei-Shinn Ku. 1146-1149 [doi]
• GeoFlow: Agentic Workflow Automation for Geospatial TasksAmulya Bhattaram, Justin Chung, Stanley Chung, Ranit Gupta, Janani Ramamoorthy, Kartikeya Gullapalli, Diana Marculescu, Dimitrios Stamoulis. 1150-1153 [doi]
• Fair-Coverage Facility Location: Optimizing Distance and DiversityMajid Mirzanezhad. 1154-1157 [doi]
• EfficientLocNet: High-Performance and Lightweight Radio Source Localization with Multi-Scale AttentionThanh-Dat Le, Sourabh Yadav, Xinpeng Xie, Chenxi Qiu, Xinrong Li, Yan Huang 0002. 1158-1161 [doi]
• Enhancing Contrastive Learning for Geolocalization by Discovering Hard Negatives on SemivariogramsBoyi Chen, Zhangyu Wang, Fabian Deuser, Johann Maximilian Zollner, Martin Werner 0001. 1162-1165 [doi]
• Expert Guided Diffusion for Synthetic Aperture Radar DespecklingPing-Chun Lin, Hayato Ushijima-Mwesigwa, Wing Yee Au 0002. 1166-1169 [doi]
• An Improvement to the Sliding Window Staypoint Detection Algorithm to Handle DropoutsLance Kennedy, Andreas Züfle. 1170-1173 [doi]
• TyphoFormer: Language-Augmented Transformer for Accurate Typhoon Track ForecastingLincan Li, Eren Erman Ozguven, Yue Zhao 0016, Guang Wang 0001, Yiqun Xie, Yushun Dong. 1174-1177 [doi]
• A First Look at Predictability and Explainability of Pre-request Passenger Waiting Time in Ridesharing SystemsJie Wang, Guang Wang 0001. 1178-1181 [doi]
• LLM-Based Multi-Agent System and Simplicial Self-Supervised Learning Model for Regional Cancer Prevalence Estimation Using Satellite ImageryJiue-An Yang, Yuzhou Chen, Calvin P. Tribby, Huikyo Lee, Loretta Erhunmwunsee, Tarik Benmarhnia, Caroline A Thompson, Yulia R. Gel, Marta M. Jankowska. 1182-1185 [doi]
• MobText-SISA: Efficient Machine Unlearning for Mobility Logs with Spatio-Temporal and Natural-Language DataHaruki Yonekura, Ren Ozeki, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi. 1186-1189 [doi]
• VisitFrequency-Diffusion: Leveraging Recurrent Visits for Long-Term Individual Trajectory ForecastingZiyan Yang, Shuhui Gong, Xinqi Liu, Jiahao Lv 0003, Changjian Liu, Jilin Hu, Hongbin Pei. 1190-1193 [doi]
• Beyond Transport: V2X Integration Turning EVs into Smart Energy AssetsBojie Shen, Jinchun Du, Muhammad Aamir Cheema. 1194-1197 [doi]
• Building a Foundation Model for Trajectory from ScratchGaspard Merten, Mahmoud Attia Sakr, Gilles Dejaegere. 1198-1201 [doi]
• Scalable Raster Processing: Models, Systems, Algorithms, and Open ChallengesZhuocheng Shang, Ahmed Eldawy. 1202-1205 [doi]
• Spatial Regionalization: Formulations, Algorithms, and ApplicationsYongyi Liu, Yunhan Chang, Amr Magdy 0001. 1206-1209 [doi]
• HuMob Predictor: Towards a Generalizable Model for Multi-City Individual Mobility PredictionGuangyue Li, Yuxiao Luo 0001, Shen Liang, Jinghan Wang, Xiaogang Guo, Ling Yin 0001, Luliang Tang, Yang Xu 0002. 1210-1213 [doi]
• BERT-based Human Mobility Prediction with Enhanced Features, Data Augmentation, and Epoch-wise EnsembleKeiji Yasuda, Shoko Nukaya, Daisuke Kamisaka. 1214-1217 [doi]
• Multi-City Next Location Prediction through Mobility-Derived Multi-Pattern Transfer LearningHaru Terashima, Naoki Tamura, Kazuyuki Shoji, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi. 1218-1221 [doi]
• Spatiotemporal Mobility Prediction via Cross-City-Aware Llama-3-8B-MobMeisaku Suzuki, Hayato Kumagai, Yusuke Fukushima, Ryo Koyama, Kazuma Takeda, Yusuke Nakamura. 1222-1225 [doi]
• CityCondBERT: Cross-City Transfer with GEO-BLEU-Sinkhorn Loss for Human Mobility PredictionSehoon Oh, Yoohyung Joo, Jiwan Hong, Ojin Kwon, Geonu Park, Daegeon Woo, Changjoon Oh, Ho Rim Lee, Joon Heo. 1226-1229 [doi]
• Building Efficient LLM Pipeline for Human Mobility PredictionChenhao Wang 0007, Silin Zhou, Lisi Chen 0001, Shuo Shang. 1230-1233 [doi]
• MoVER: Modeling User Heterogeneity with Enriched Trajectory Representations for Human Mobility PredictionYijun Lin 0001, Fandel Lin, Jina Kim, Yao-Yi Chiang. 1234-1237 [doi]
• Human Mobility Prediction with Multi-Task Curriculum TrainingTianye Fang, Xuanshu Luo, Paul M. Walther, Martin Werner 0001. 1238-1241 [doi]
• Lightweight Personalized Human Mobility Prediction using Gradient-Boosted Decision Trees and Graph Neural NetworksMasahiro Suzuki 0005, Hiroshi Iida. 1242-1245 [doi]
• Trajectory Prediction Using Spatiotemporal BERT Leveraging Collective TrajectoriesKeiichi Ochiai. 1246-1249 [doi]
• Human Mobility Prediction via Sparse Mixture-of-Experts and Hybrid Multi-Scale EncodingYueyang Liu, Ruochen Kong, Andreas Züfle. 1250-1253 [doi]
• Simple Yet Effective: Supervised Fine-Tuning of Large Language Models for Multi-City Human Mobility PredictionZhicheng Deng, Zhaoya Gong. 1254-1257 [doi]
• Spatial Pattern Search through Language ModelsNicole R. Schneider. 1258-1261 [doi]
• End-to-end raw scalable raster processing with customized pipeline and foundation model integrationZhuocheng Shang. 1262-1265 [doi]
• A Deep Origin-Destination Flow Imputation Model Informed by the Visitation Law in Human MobilitySheng Wang, Di Zhu 0004. 1266-1269 [doi]
• SpatioSense: Adaptive & Efficient Crowdsensing Across DomainsHan Nguyen, Christine Bassem. 1270-1271 [doi]
• Prediction of Dengue Incidents: A Spatio-Temporal Approach with SEIR and Graph Neural NetworksCheng-Ru Chou, Wei-Wei Hsu, Hsun-Ping Hsieh. 1272-1273 [doi]
• Pedestrian Trajectory Prediction via Social Pooling and Transformer Cross AttentionJiou Ha. 1274-1277 [doi]
• Estimating the vitality of individual street trees in urban areas using multi-source imagery and deep learningYeonsu Kang. 1278-1281 [doi]
• Multi-modal Spatio-temporal Forecasting in Sensor-less Regions: A Dual-stage Graph Approach from Disease to CrimePei-Xuan Li, Hsun-Ping Hsieh. 1282-1285 [doi]
• Spatial Inference on Phylogenetic TreesOwen Tucker, Andreas Züfle. 1286-1287 [doi]
• MambaLoc: Lightweight Indoor Localization For Unmanned Vehicles Using Cross-Modal Knowledge DistillationMohab Bahnassy, Omar Saqr, Hamada Rizk, Moustafa Youssef 0001. 1288-1289 [doi]
• A Graph-Based Spatio-Temporal POI Ranking Measure for Pickup and Delivery PlatformsKaren Xiao, Makoto Irisumi, Christine Bassem. 1290-1291 [doi]
• GeoDrive: Cross-City Autonomous Driving through Meta-Learning and LLMsMostafa Gaafar, Ali Elaswad, Hamada Rizk, Moustafa Youssef 0001. 1292-1293 [doi]
• Biker Buddy: A Conversational Route Planner for Cyclists Powered by LLMs and Context-Aware Map ParsingIsaac Huang. 1294-1295 [doi]
• sparkmobility: A Spark-based Python Library for Processing, Modeling, and Analyzing Large Mobility DatasetsShangqing Cao, Marta C. González. 1296-1297 [doi]
• Per Segment Plane Sweep Line Segment Intersection on the GPU: HighlightsMark McKenney, Roger Frye. 1298-1299 [doi]
• Fuzzy Spatial Algebra (FUSA): Overview and HighlightsAnderson Chaves Carniel, Markus Schneider 0001. 1300-1301 [doi]
• Scalable Terrain-Aware Flood Extent Mapping on Earth ImagerySaugat Adhikari, Da Yan 0001, Zhe Jiang 0001, Jiao Han, Zelin Xu 0001, Yupu Zhang 0001, Arpan Man Sainju, Yang Zhou 0001. 1302-1303 [doi]
• Distributed MobilityDB: A Scalable Moving Object Database Management SystemMohamed S. Bakli, Mahmoud Attia Sakr, Esteban Zimányi, Nils Dijk, Marco Slot. 1304-1305 [doi]
• Generative Trajectory Forecasting via Transformers: The TrajLearn FrameworkAmirhossein Nadiri, Jing Li 0111, Ali Faraji, Ghadeer AbuOda, Manos Papagelis. 1306-1307 [doi]