Article-Journal

A Graph-Based Human-Centered GeoAI for Understanding Street-Level Environment and Traffic Accident Frequency with Street View Imagery
Traffic accidents are a major global concern, highlighting the need for advanced traffic analysis and predictive techniques. The …
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A Graph-Based Human-Centered GeoAI for Understanding Street-Level Environment and Traffic Accident Frequency with Street View Imagery
Perceived traffic safety's impact on cycling route choice with street-level images
Perceived traffic safety influences cycling behavior, yet its value relative to travel time and other route attributes remains …
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Perceived traffic safety's impact on cycling route choice with street-level images
City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery
City landscapes viewed through home windows influence quality of life, yet perceptions of actual window views at the urban scale remain …
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City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery
Urban motifs associated with population health
Where we live profoundly shapes our health, with urban environments playing a critical role in shaping population health outcomes. As …
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Urban motifs associated with population health
Inferring urban functions from Google Maps reviews: A multi-scale, multi-modal and cross-city approach
Characterising and classifying urban functions is a long-standing research focus in urban studies and plays a critical role in urban …
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Inferring urban functions from Google Maps reviews: A multi-scale, multi-modal and cross-city approach
Learning Fine-Grained Urban Mobility Dynamics Through Large Model-Enhanced Multimodal Representations
Accurately predicting fine-grained urban mobility is essential for optimizing transportation, accessibility, and urban management. …
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Learning Fine-Grained Urban Mobility Dynamics Through Large Model-Enhanced Multimodal Representations
UAV-based built environment perception: Progress, challenges, prospects, and regulatory contexts
Uncrewed Aerial Vehicles (UAVs) have proven to be a transformative technology for the fine-scale perception of the built environment. …
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UAV-based built environment perception: Progress, challenges, prospects, and regulatory contexts
Modeling adolescents' perception of cycling safety: A new approach using graph neural networks and street view imagery
Perceived cycling safety remains a critical determinant of bicycle use among adolescents. Previous studies have highlighted the role of …
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Modeling adolescents' perception of cycling safety: A new approach using graph neural networks and street view imagery
Semantic urban elements: A Design+Science paradigm to augment human-centric cities?
Architecture, engineering, and construction have increasingly integrated automated tools and digital approaches for urban analysis and …
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Semantic urban elements: A Design+Science paradigm to augment human-centric cities?
Towards generative location awareness for disaster response: A probabilistic cross-view geolocalization approach
As Earth’s climate changes, it is impacting disasters and extreme weather events across the planet. Record-breaking heatwaves, …
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Towards generative location awareness for disaster response: A probabilistic cross-view geolocalization approach