GeoAI Conference – Presentations & Posters

Keynotes
Forward-looking policy making, how can GeoAI help answer societal challenges?
Tony Vanderstraete
No PDF available yet
From Reading Maps to Being Read by Maps
Georg Gartner
No PDF available yet
GeoAI - From Geospatial Questions to Intelligence
Song Gao
No PDF available yet
Spatial Dynamics - Linking Human Behavior to Spatial Systems through Emerging Interfaces
Jelle Demanet
No PDF available yet
GeoAI in the Age of Foundation Models
Rohit Singh
No PDF available yet
Session #1a: Data models and tools (June 4, 10:45-12:30; Chair: Stef De Sabbata)
A good data model is worth a complex neural network: Evidence from building generalization using deep learning
Zhiyong Zhou, Jan Winkler, Cheng Fu and Robert Weibel
No PDF available yet
Aug4Sat: Synthetic Satellite Imagery Generation for Training Data Augmentation
Seyed Amir Muhammad Qureshi
No PDF available yet
The Potential of Grounded Synthetic Corpora to Address Persistent Geoparsing Challenges
Franz Welscher, Ilya Ilyankou, Tatu Leppämäki and Paddy Smith
No PDF available yet
GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code Assistant
Gaspard Merten, Gilles Dejaegere and Mahmoud Sakr
No PDF available yet
GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data
Rui Deng, Ziqi Li and Mingshu Wang
No PDF available yet
GeoXCP: uncertainty quantification of spatial explanations in explainable AI
Xiayin Lou, Peng Luo, Ziqi Li, Song Gao and Liqiu Meng
No PDF available yet
Estimated uncertainty reduction of artificial intelligence models for time-series forecasting
Reihanesadat Khatami, Ximeng Cheng and Jackie Ma
No PDF available yet
Session #1b: Foundational models and LLMs/VLMs (June 4, 10:45-12:30; Chair: Nick Malleson)
Using Foundation Model Embeddings to Map Colorado's Built Hazard Interface for Wildfire
Aleksander Berg and Stefan Leyk
No PDF available yet
What on Earth Is AlphaEarth? Opening the Black Box of Foundation Models for Public Understanding and Use
Felipe Benavides, Justin Guthrie and Auroop Ganguly
No PDF available yet
Learning Urban Spatial Representations via Urban Adaptation of Google AlphaEarth Foundations
Quan Qin, Tinghua Ai and Tao Cheng
No PDF available yet
Thematic DataCubes on-Demand (TheDe): Leveraging Large Language Models (LLMs) for Geospatial Data Discovery and Exploitation in Earth Observation (EO)
Edoardo Kimani Bellotto, Wassim El Adli El Azami, Stefano Natali, Florian Widmer and Joost Van Bemmelen
No PDF available yet
Pan-European Soil Type Classification: Embeddings vs Environmental Covariates
Mustafa Serkan Isik, Leandro Parente and Tomislav Hengl
No PDF available yet
Large Language Models for Time-aware Land Use Classification
Alessia Calafiore and Zexun Chen
No PDF available yet
Mapping the Semantics of the Street: A VLM-Driven Geospatial Analysis in Fatih, Istanbul
Yunus Serhat Bıçakçı, Joseph Shingleton, Yu Wang and Ana Basiri
No PDF available yet
Session #2a: LLMs, agents and geospatial workflows (June 4, 14:30-16:15; Chair: Tao Cheng)
Dynamic Context Injection in LLMs: a case study on workflow modeling
Edoardo Ramalli and Pieter Kempeneers
No PDF available yet
Integrating LLM-based workflows into GIS classroom learning activities
Peter Mooney, Paddy Gorry and Levente Juhász
No PDF available yet
Constraint-Aware AoV Planning for Orchestrating Autonomous Geospatial Analysis with LLMs
Annisa Puspa Kirana, Mahdi Farnaghi and Raul Zurita-Milla
No PDF available yet
Using LLMs to Apply a Cultural Event Taxonomy for Spatial Inference from Unstructured Platform Data
Yue Wang, Matteo Montecchi and Andrea Ballatore
No PDF available yet
Emergent Spatio-Semantic Structure in Large Language Model Embedding Spaces
Joseph Shingleton, Yunus Serhat Bıçakçı, Yu Wang and Ana Basiri
No PDF available yet
A Graph-based and LLM-agnostic Agentic Approach for Natural Language Interaction with PostGIS Databases
Giovanni Piccolo and Cinzia Sada
No PDF available yet
GALA: A Multi-Agent GeoAI Framework for Mineral Exploration through SAM3-Augmented Knowledge Graphs and Human-in-the-Loop Validation
Yi Dong, Dingming Liu, Hengpeng Guo, Chang Xu and Xiaojun Yao
No PDF available yet
Session #2b: LULC mapping (June 4, 14:30-16:15; Chair: Catherine Linard)
Guiding Deep Learning with Landscape Metrics for LULC Mapping Applications
Nikolaos Kolaxidis, Christina Ludwig, Maciej Adamiak and Alexander Zipf
No PDF available yet
From Aerial Imagery to Official Statistics: Integrating Registry Data in Operational Deep Learning for Fine-Grained Built-Up Area Mapping in the Netherlands
Athithya Seethalakshmi Loganathan, Saim Muhammad and Sander Oude Elberink
No PDF available yet
Machine learning for high-resolution soil sealing mapping: opportunities and challenges
Kasper Cockx, Joris Pieters, Peter Willems and Stijn Vanacker
No PDF available yet
A deep-learning framework for spatial snow depth and mass estimation across the Western US from Sentinel-1 backscatter observations
Lucas Boeykens, Gabriëlle De Lannoy, Niko E. C. Verhoest, Thomas Painter, Kat J. Bormann and Hans Lievens
No PDF available yet
Applying Image Segmentation to 19th Century Cartographic Data for Historic Woodland Mapping in Wales
Evie Brown
No PDF available yet
Automated property parcel classification using very high-resolution land cover imagery and multi-modal deep learning: Effective city-scale monitoring for urban expansion outcome modelling
Warin Chotirosniramit, John Duncan, Joe Hurley, Sally Thompson, Marco Amati, Qian Sun and Bryan Boruff
No PDF available yet
LEAF-Net: Local End-to-End Cross-Modal Alignment via Feature Warping for UAV Imagery
Deniz Soysal, Toon Lambrecht, Matthew Blaschko, Toon Goedemé, Ben Somers and Stef Lhermitte
No PDF available yet
Session #3a: Street-level visual intelligence and perception 1 (June 4, 16:45-18:00; Chair: Siqin Wang)
Hearing Street Through Street View Imagery with Multi-modal Generative AI
Haofeng Tan, Yuhao Kang and Cuizhen Wang
No PDF available yet
StreetSense: Using Visual Language Models as Virtual Auditors of Street-Level Pedestrian Experience
Lasith Niroshan and Francesco Pilla
No PDF available yet
Estimating Visible Deprivation through the Analysis of Street View Image Embeddings
Molly Asher, Alexis Comber, Naieme Golzari Osguie and Nick Malleson
No PDF available yet
The Invisible City: Not All Streets Are Seen Equally
Yu Wang, Joseph Shingleton, Yunus Serhat Bıçakçı, Ana Basiri and James Ackland
No PDF available yet
AI’s Blind Spots: Geographic Knowledge and Diversity Deficit in Generated Urban Scenario
Ciro Beneduce, Massimiliano Luca and Bruno Lepri
No PDF available yet
Session #3b: Thermal and risk mapping (June 4, 16:45-18:00; Chair: Shih-Lung Shaw)
HESTIA: A TESSERA-Guided Multimodal Fusion Architecture for Urban Thermal Representation Learning
Adhib Hussain Syed and Ronita Bardhan
No PDF available yet
GeoAI for Renovation Governance: Automated Thermal Intelligence for Scalable Building Retrofit Strategies
Vincent Malisse, Steven Smolders and Laurent Laurent Delor Nlemba Ndognje
No PDF available yet
Is Proximity Enough? Thermal Comfort and Environmental Justice in 15-Minute Cities from a High-Resolution Environmental Exposure Perspective
Jiale Guo and Mingfeng Tang
No PDF available yet
Urban Network Resilience in a Changing Climate: Identification of Critical Roads under Heavy Rainfall using Graph Neural Networks
Mohammad Sharif and Dirk Wittowsky
No PDF available yet
Towards the Use of Gaussian Splatting Techniques for Visibility Analysis in Road Safety
Clément Massart and Steven Smolders
No PDF available yet
Session #4a: GeoAI for mobility studies 1 (June 5, 10:45-12:30; Chair: Ana Basiri)
GeoAI for city-wide pedestrian flow mapping and urban regeneration
Mohamed Shamroukh, Asya Natapov and Taimaz Larimian
No PDF available yet
A geospatial activity modification framework for calibrating mobility models
Yahya Gamal, Tatsuya Mitomi, Alison Heppenstall, Esra Suel and Gary Polhill
No PDF available yet
Heterogeneity-Guided Tensor Decomposition for Traffic Flow Imputation
Xiaoyue Luo, Shifen Cheng, Yitao Yang, Peixiao Wang, Shengmin Guo, and Feng Lu
No PDF available yet
Physics-informed GeoAI for Traffic State Inference in Large-Scale Expressway Networks
Chaoshuo Huang, Qinyu Cui, Chuhao Zhou and Peiqun Lin
No PDF available yet
From Static Points to Dynamic Fields: Reconstructing Spatiotemporal Boundaries of Places via AutoEncoder and Mobility Big Data
Yang-Chou Juan, Chang-Hung Shih, Wei-Zhi Wang, Han-Chi Chen, Yi-Chung Chen, Rong-Kang Shang, Tzu-Yin Chang and Shih-Lung Shaw
No PDF available yet
Governing GeoAI-Enabled Autonomous Driving in the City: A Socio-Technical Governance Perspective
Yanliu Lin and Jiayi Li
No PDF available yet
Visually-driven Topic Modelling for Analysis of Movement Data
Andrienko, Gennady
No PDF available yet
Session #4b: Geographic knowledge graphs (June 5, 10:45-12:30; Chair: Henrikki Tenkanen)
Geographic knowledge graphs: enabling trust and interoperability in GeoAI
Nenad Radosevic, Nayomi Ranamuka, Matt Duckham, Mohammad Kazemi Beydokhti, Katherine Williams, Allison Kealy, Prawal Lohani, Alexis Horde Vo and Yaguang Tao
No PDF available yet
Topographic Feature Graph-Based Representation and Reasoning
Hao Wu, Tinghua Ai, Zhiruo Zhao, Lingrui Yan and Zhenyu Zhang
No PDF available yet
Authoritative Knowledge Infrastructure for GeoAI: Implications for Scientific Spatial Data Providers
Samantha Arundel, Lilit Yeghiazarian, Torsten Hahmann and Bryan B. Campbell
No PDF available yet
Knowledge-Based Risk Assessment: A GeoKG Framework for Vector-Borne Disease ABMs
Katharina Wöhs, Johannes Scholz and Gudrun Wallentin
No PDF available yet
A Grid-Based Spatiotemporal Knowledge Graph Framework for LLM GeoQA
Rui Shen, Ye Zheng, Ding Ma, Jiaming Huang, Lei Han, Weixi Wang and Xiaoming Li
No PDF available yet
Precomputed Topological Relations for Integrated Geospatial Analysis Across Knowledge Graphs
Katrina Schweikert, David K. Kedrowski, Shirly Stephen and Torsten Hahmann
No PDF available yet
A DEM multi-scale generalization method based on unsupervised generative learning driven by terrain knowledge
Lingrui Yan, Tinghua Ai, Xinyan Zou, Hao Wu, Haohua Zheng and Zhenyu Zhang
No PDF available yet
Session #5a: Street-level visual intelligence and perception 2 (June 5, 14:30-16:00; Chair: Angela Yao)
Algorithmic Conservatism in GeoAI-Based CPTED Auditing: Evaluating LLMs' Visual Judgement under Street-Level Uncertainty
Apoorv Agrawal, Francesco Pilla and Anna Mölter
No PDF available yet
Benchmark evaluation of large language models for human versus AI perception on urban environment through street view images
Sisi Wang
No PDF available yet
Consistent Visual Occlusion Inpainting Based on Dynamic Perspective Transformation and 3D Street View Reconstruction
Fangli Guan, Zhixiang Fang and Haosheng Huang
No PDF available yet
Spatially-Weighted CLIP for Street-View Geo-localization
Ting Han, Fengjiao Li, Chunsong Chen, Haoling Huang, Yiping Chen and Meiliu Wu
No PDF available yet
Street view-derived city built environment and vulnerability to temperature extremes: a nationally representative population-based cohort study
Wanzhou Wang, Chao Yang, Ze Liang, Fulin Wang, Jinwei Wang, Feifei Zhang, Pengfei Li and Luxia Zhang
No PDF available yet
Estimating road speed classes: Integrating OpenStreetMap and Street View imagery for missing data imputation
Shiyu Tang, Sukanya Randhawa, Jin Rui, Christina Ludwig, Steffen Knoblauch, Charles Hatfield, and Alexander Zipf
No PDF available yet
Session #5b: Change modelling and prediction (June 5, 14:30-16:00; Chair: Samantha Arundel)
Identify different types of urban renewal implementations at the streetscape scale
Xiaotong Wang, Ci Song, Tao Pei, Yu Deng, Daojing Zhou, Jie Chen and Dayu Cheng
No PDF available yet
Where England's cities are growing: Evidence from big building footprint data and explainable AI
Xinyi Yuan, Ziqi Li, Anahid Basiri and Mingshu Wang
No PDF available yet
NeuralTimeCapsule: Continental-Scale Urban Growth Prediction Using Spatio-Temporal Deep Learning
Rohan Bali
No PDF available yet
Can GeoAI Help Predict Future Deltaic Shoreline Evolution?
Paul Liu and Muhammad Risha
No PDF available yet
Advancing Spatio-Temporal Forecasting of Vegetation with Extended Context and Climate-Aware Learning
Wouter Strauven, Orly Enrique Apolo-Apolo, Ben Somers and Stef Lhermitte
No PDF available yet
Half a century of change: using declassified cold war imagery to benchmark carbon stocks in Sahelian drylands
Toon Lambrecht, Deniz Soysal, Ben Somers and Stef Lhermitte
No PDF available yet
Session #6a: GeoAI for mobility studies 2 (June 5, 16:30-18:00; Chair: Gennady Andrienko)
Generating synthetic citywide cycling trajectories through multi-source data fusion and reinforcement learning: A conceptual model
Xiao Cai, Elias Willberg, Laura Ruotsalainen and Tuuli Toivonen
No PDF available yet
Trajectory Generation using Profile-Specific Transition Matrices
Yair Grinberger, Zi Hen Lin and Daniel Felsenstein
No PDF available yet
Generating Individual-Level Full-Day Activity Trajectory Dataset via Large Language Models
Yezhen Zhang, Zhengzi Zhou and Chen Zhong
No PDF available yet
Generating Training Samples for Autonomous Driving: From Traffic Rules to Maps
Tianyuan Xiao, Tinghua Ai, Lingrui Yan, Hao Wu and Haohua Zheng
No PDF available yet
Seeing Around the Corner: Fusing Visual Flow and Inertial Sensors for Indoor Pedestrian Navigation
Noah Meißner, Tim Sieber and Bernd Ludwig
No PDF available yet
A Computational Framework for Assessing Drivers’ Dynamic Line-of-Sight at Road Intersections Using 3D Scene Reconstruction from Multi-View Imagery
Yue Wu, Yuxuan Zhou, Xiaobing Wei, Nico Van de Weghe, Haosheng Huang
No PDF available yet
Session #6b: Weather forecasting, ecological mapping, and flood (June 5, 16:30-18:00; Chair: Paul Liu)
Weather Emulators Push the Frontier of Heat Extremes Forecasting
Cas Decancq, Thomas Mortier, Jessica Keune and Diego G. Miralles
No PDF available yet
Valid Prediction Intervals for Weather Forecasting
Thomas Mortier, Cas Decancq and Diego G. Miralles
No PDF available yet
Graph deep learning in species distribution models: a spatial simulation
Reinout Vandenabeele, Stef Lhermitte and Koenraad Van Meerbeek
No PDF available yet
Reinforcement Learning–Guided Spatial Ensemble Modeling for Invasive Species Distribution under Geographic Heterogeneity
Wenshun Zhang
No PDF available yet
Flood Mapping Using GeoAI and Aerial RGB Imagery
Marian-Daniel Iordache, Hazan Daglayan, Lisa Landuyt, Nikola Đukić, Tinne Tuytelaars and Tanja Van Achteren
No PDF available yet
Tracing online flood conversations across borders: a watershed-level analysis of geo-social media topics during the 2021 European flood
Sébastien Dujardin, Dorian Arifi, Sebastian Schmidt, Catherine Linard, and Bernd Resch
No PDF available yet
Session #7a: GeoAI: human aspects, ethics and impact (June 6, 8:30-10:15; Chair: Christian Kray)
Responsible GeoAI: Thoughtful Integration of GIScience and AI in the Real World
Lei Zou, Bing Zhou and Yifan Yang
No PDF available yet
A decision support framework for responsible use of Large Language Models in data discovery within National Spatial Data Infrastructures
Blessing Kavhu, Ville Mäkinen, Panu Muhli and Juha Oksanen
No PDF available yet
Applied GeoAI Ethics: Accountability, Visualization and Explainability
Chuan Chen
No PDF available yet
Profiling the Hidden Costs of GeoFM Fine-tuning: Memory and Utilization-Aware Tuning Guidelines
Eun-Kyeong Kim
No PDF available yet
The urban impact of AI: modelling feedback loops in location-based recommender systems
Giovanni Mauro, Marco Minici and Luca Pappalardo
No PDF available yet
A roadmap for GeoAI: Definitions, directions, and key challenges
Noam Gal, David Hanny, Bernd Resch and Amit Birenboim
No PDF available yet
The Role of Human Selective Attention in Urban Scene Perceptions
Tong Qin, Wim Fias, Nico Van de Weghe, Haosheng Huang
No PDF available yet
Session #7b: Analysis of social and built environments (June 6, 8:30-10:15; Chair: Natalia Andrienko)
Demographic Inference from Social Media Data with Multimodal Foundation Models: Strategies, Evaluation, and Benchmarking
Hao Yang, Angela Yao, Eric Chang, Hexiang Wang
No PDF available yet
Dwelling yield forecasting with urban foundation models and multi-modal geospatial data
John Duncan, Bryan Boruff, Alex Saunders and Warin Chotirosniramit
No PDF available yet
AE-MoSE: an AutoEncoder Mixture of Spatial Experts for Geodemographic Classification
Stef De Sabbata, Pengyuan Liu, Owen Goodwin and Alexander Singleton
No PDF available yet
Spatially Explicit Graph Neural Networks for Epidemic Forecasting: Evidence from Socioeconomic Embeddings
Fengjiao Li, Meiliu Wu and Anahid Basiri
No PDF available yet
Augmentation of Geospatial Embedding Models with Urban Morphometrics
Isaac Boates and Hubert Kriebitzsch
No PDF available yet
Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network
Dongsheng Chen, Yu Feng, Xun Li, Mingya Qu, Peng Luo and Liqiu Meng
No PDF available yet
A Visibility-Aware Framework for Façade-Level Building Height Estimation Using Multi-View Street-View Imagery and Building Footprints
Yuxuan Zhou, Haosheng Huang, Jinbin Zhang, Shiyu Tang and Nico Van de Weghe
No PDF available yet
Session #8a: LLMs, benchmarking and evaluation (June 6, 10:45-12:15; Chair: Levente Juhász)
A Framework Based on Bloom’s Taxonomy for Evaluating Map Reading Skills of Vision-Language Models
Yangyang Zhao, Haosheng Huang, Feng Mao, Yingpeng Li, Jiping Liu and Jiaqi Hou
No PDF available yet
Introducing the VISQAM Dataset: Toward Automated Map Interpretation
Eftychia Koukouraki, Ajay Ajay, Ahmad Abubakar, and Yomna Eid
No PDF available yet
GeoFitBench-LLM: A Benchmark for Assessing Large Language Models’ Capabilities in Geospatial Data Requirements Elicitation for Geo-Analytic Tasks
Amirhossein Vahdat, Thierry Badard and Luc Lamontagne
No PDF available yet
Unclassed Choropleth Maps with ChatGPT and Google Gemini
Michael Peterson
No PDF available yet
Exploring Geographic Relative Space in Large Language Models through Activation Patching
Stef De Sabbata, Rahul Baiju, Stefano Mizzaro and Kevin Roitero
No PDF available yet
What Does GeoAI Learn About Space? Evidence from DE-9IM Spatial Relations
Negar Alinaghi and Ioannis Giannopoulos
No PDF available yet
Session #8b: GeoAI for mobility studies 3 (June 6, 10:45-12:15; Chair: Filip Biljecki)
Trustworthy Generative Human Mobility with LLMs: A Framework for Realism, Feasibility, and Explainability
Yanbo Pang and Chen Zhong
No PDF available yet
When Agents Get Lost: Dissecting Failure Modes in Graph-Based Navigation Instruction Evaluation
Farzad Shami, Kimia Abedini, Seyed Hossein Hoessini and Henrikki Tenkanen
No PDF available yet
Fine-grained streetscape assessment of cycling crash risk at urban intersections using street view imagery and explainable AI
Xiaobing Wei, Lennert Verhulst, Hongkai Gu, Nico Van de Weghe, Haosheng Huang
No PDF available yet
Techniques for interactive visual examination of vessel performance
Natalia Andrienko, Gennady Andrienko, Dimitris Zissis, Alexandros Troupiotis-Kapeliaris and Giannis Spiliopoulos
No PDF available yet
Spatial patterns of traffic saturation on Flemish highways: a six-year time series cluster analysis
Lars De Sloover, Gil Glorieus, Haosheng Huang, Frank Witlox, Nico Van de Weghe
No PDF available yet
A Computational Framework for Clustering Vehicle-Cyclist Interactions in Urban Environments Using Qualitative Spatial Representations
Changbo Zhang, Lars De Sloover, Jana Verdoodt, Olivier Vermeulen, Bart Van Bossuyt, Samuel Van Ackere, Haosheng Huang, Nico Van de Weghe
No PDF available yet
Posters Part 1 (June 4)
LUMI supercomputer provides GPU-computing for GeoAI projects
Külli Ek and Katri Tegel
No PDF available yet
The Earth Observation Training Data Lab (EOTDL)
Juan B. Pedro
No PDF available yet
Employing GeoAI for building a pan-European Geodigital Twin
Steven Smolders and Bruno De Lat
No PDF available yet
A spatiotemporal ensemble machine learning framework for generating global land cover time-series maps (2000–2024)
Mateo Moreno, Rolf Simoes and Tomislav Hengl
No PDF available yet
Research on accurate and effective identification of ecosystem surface based on human footprint index
Dong Chun, Song Qi, Zhaoxin Dai, Xin Qiu and Tao Luo
No PDF available yet
High resolution evapotranspiration map over Austria: leveraging AI and Sentinel-2
Maximilien Houël and Wassim Azami
No PDF available yet
GeoAI-enabled assessment of Cultural Ecosystem Services under land-use change: a spatial and participatory framework for the Alqueva landscape (Portugal)
Eduardo Gomes, Cláudia M. Viana and Jorge Rocha
No PDF available yet
Towards grassland biodiversity monitoring using AI-based pattern analysis on combined aerial and satellite imagery
Lisa Landuyt, Ann Julie Holt, Stien Heremans, Toon Spanhove, Johan Peymen and Jan Biesemans
No PDF available yet
Deep learning-based mapping of woody floral resources for wild bee habitat modeling
Kato Vanpoucke, Stien Heremans, William Schraal, Toon Spanhove, Stef Lhermitte and Ben Somers
No PDF available yet
A GCNN-Based Method for Functional Zone Recognition by Integrating Building Spatial Morphology and Courtyard-LevelContext
Zhaoxin Dai, Zheng Wu, Jiping Liu and Chuangqi Wu
No PDF available yet
Validation of GlobalBuildingAtlas Using High-resolution LOD1 Building Products for Flanders
Wouter Dierckx
No PDF available yet
Geo-AI for Multi-Criteria Urban Spatial Analysis
Mariam Petrosyan and Suren Tovmasyan
No PDF available yet
A Multi-Dimensional GeoXAI Framework for Explainable Spatial Modeling of Urban Heat Islands
Qasem Safariallahkheili
No PDF available yet
Exploring social and spatial inequalities in healthy and sustainable diets using big data: An observational analysis of loyalty card data from a UK Retailer, 2022.
Mark Green, Emma Wilkins, Mark Gilthorpe, Maddie Thomas, Nilani Sritharan, Alexandra Johnstone and Michelle Morris
No PDF available yet
Understanding the Spatial Determinants and Geographical Inequalities of Community-Acquired Pneumonia in Portugal through AI and xAI models
Jorge Rocha, Iuria Betco, Eduardo Gomes and Cláudia M. Viana
No PDF available yet
A Digital Alcohol Environment: Mapping Rapid Delivery Service Accessibility Across London, UK
Xinsu Lyu, Sabrina Li and Doreen Boyd
No PDF available yet
Predictors of Self-rated Health across Adult Life Course in Germany: An Explainable Machine Learning Analysis
Sida Zhuang and Tobia Lakes
No PDF available yet
Eye Tracking to GeoAI for Context-Aware, Personalized Geospatial Experiences
Merve Keskin
No PDF available yet
Deployment-Oriented Room-Level Wi-Fi Fingerprinting for Context-Aware Museum Way-finding and Analytics
Winter Clinckemaillie, Joachim Taelman, Kenzo Milleville and Steven Verstockt
No PDF available yet
Data-Driven Optimization of Civil Defense Response Time Using Spatial Clustering and Queuing Models
Mohammed Itair, Aghiles Djoudi, Yousef Abuamer, Ihab Hijazi, Jamal Dabbeek and Rani Elmeouche
No PDF available yet
Automated Georeferencing of Standard Topographic Maps
Ebru Kaya, Salih Yalçin, Güray Çetin and Ekrem Ayyildiz
No PDF available yet
GeoAI Strategies and Goals at Geomatics Department of TKGM
Ebru Kaya, Bilal Erkek, Arda Günay and Ekrem Ayyildiz
No PDF available yet
Posters Part 2 (June 5)
Sensitivity of Network Cascade Estimates to Spatial Embedding Assumptions: A Methodological Analysis Using Open Geospatial Data
Chonchol Gupta and Roel Gevaers
No PDF available yet
Sequence analysis of local indicators of spatio-temporal association for evolutionary pattern discovery
Jianing Yu, Hengcai Zhang, Peixiao Wang, Jinzi Wang and Feng Lu
No PDF available yet
Synthesis and evaluation of seamless, large-scale, multispectral satellite images using Generative Adversarial Networks on land use and land cover and Sentinel-2 data
Torben Dedring and Andreas Rienow
No PDF available yet
Improving global land cover fraction change mapping using temporal deep learning
August Slomp, Dainius Masiliūnas and Nandin-Erdene Tsendbazar
No PDF available yet
A Deep Learning Framework for Automated Land Use Delineation in Rural Türkiye
Güray Çeti̇n, Ebru Kaya, Bilal Erkek and Ekrem Ayyildiz
No PDF available yet
Spatially Explicit Forecasting of Impervious Surface Area Growth in Developed Regions Using Deep Learning: A Case Study of North Rhine-Westphalia, Germany
Jonas Siethoff, Shaojuan Xu, Valerie Graw and Andreas Rienow
No PDF available yet
Spatially Explicit Impervious Surface Mapping Using Very High-Resolution Orthophotos in North Rhine-Westphalia, Germany: An Automated, AI-Based Approach
Jan-Philipp Langenkamp, Max Kreke and Andreas Rienow
No PDF available yet
Extending a Geodatabase Framework for AI-Based Analysis of Digital Elevation Models to Support Earth Observation Applications
Ruiqi Liu, Paul Vincent Kuper, Berk Kıvılcım and Martin Breunig
No PDF available yet
A GeoAI Framework for Gathering, Storing, and Analyzing Historical Agricultural Documentary Sources
Cláudia M. Viana
No PDF available yet
Large-scale mapping and classification of agricultural terraces in the European Mediterranean
Andrei Kedich, Ralf Vandam, Soetkin Vervust, Yannick Devos and Matthias Vanmaercke
No PDF available yet
A practicable lightweight YOLOv8 approach for Jilin-1 based crop mapping in Kenya
Anna Bartels, Andreas Rienow and Kuria Thiong'O
No PDF available yet
Assessing Groundwater Salinization Using Spatial Machine Algorithm Techniques
Khalifa M. Al-Kindi, Hamed S. Al Dhuhli, N. K. Al-Mezini, Mohammed S. Al Nadabi, Dawood S. Alqasmi, Hamood S. Al-Hashmi, Muhammad Irfan Ahamad and Siqi Lu
No PDF available yet
When drought goes underground: a machine learning approach to groundwater drought
Abedulla Elsaidy, Lorenzo Villani, Miguel Moreno Gómez, Yunes Mogheir, Marijke Huysmans, Ann van Griensven and Estifanos Addisu Yimer
No PDF available yet
Emulating 2D Ice-Sheet Dynamics using Graph Networks
Titus Top
No PDF available yet
Applying a Model-Agnostic Machine Learning method to investigate urban environmental factors Influencing social media-based hedonic well-being
Iuria Betco, Cláudia M. Viana, Eduardo Gomes and Jorge Rocha
No PDF available yet
PerceptEarth: Global Layers of Human Urban Perception Derived from AlphaEarth Foundations Satellite Embeddings
Milad Malekzadeh, Elias Willberg, Jussi Torkko and Tuuli Toivonen
No PDF available yet
Fearless Riders, Fearful Cities: How Infrastructure Perception, Perceived Safety and Perceived Risk Shape E-Bike Riders’ Intrusion into Motor-Vehicle Lanes
Zihan Yang and Qinyu Cui
No PDF available yet
Trajectories of Outdoor Light at Night, Small for Gestational Age, and Effect Modification by Socio-Economic Status: A Population-Based Retrospective Cohort Study
Manman Chen, Yadan Liu, Yuanyuan Li, Qu Lu, Anying Bai, Fangyi Ruan, Yu Jiang, Xiaotian Li and Qiongjie Zhou
No PDF available yet
GeoAI-based analysis of spatial associations between access to specialized healthcare and premature mortality from respiratory tract cancer
Miyoko Massago, Gustavo Cezar Wagner Leandro, Vlaudimir Dias Marques, Thiago Augusto Hernandes Rocha, Oscar Kenji Nihei, João Ricardo Nickenig Vissoci, Sanderland José Tavares Gurgel and Luciano de Andrade
No PDF available yet
High Resolution Urban Pavement Albedo Mapping Using GeoAI for Microclimate Cooling Assessment: A Case Study of Antwerp
Yong Xu, Cedric Vuye, Seyed Reza Omranian, Zihao Zhou, Wenjie Du and Xinghan Chen
No PDF available yet
Creating a Dataset of Spatial Parameters of Ground-Mounted Photovoltaic Systems Utilising Orthophotos and the Segment Anything Model
Johannes Albert, Chantal Schymik, Philipp Gärtner, Claudius Wehner, Jan Siegismund and Stephan Klingner
No PDF available yet
Socioeconomic and environmental determinants of COVID-19 mortality in England: a geographical random forest analysis
Zhiqiang Feng
No PDF available yet