Publications on Huan Ning | Geospatial AI and Autonomous GIShttps://www.huanning.me/publication/Recent content in Publications on Huan Ning | Geospatial AI and Autonomous GISHugoen-usTue, 01 Apr 2025 00:00:00 +0000Estimating Hourly Neighborhood Population Using Mobile Phone Data in the United Stateshttps://www.huanning.me/publication/hourly-population/Tue, 01 Apr 2025 00:00:00 +0000https://www.huanning.me/publication/hourly-population/Hourly neighborhood-level population estimation using nationwide human mobility data.GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIShttps://www.huanning.me/publication/autonomous-gis-agenda/Mon, 31 Mar 2025 00:00:00 +0000https://www.huanning.me/publication/autonomous-gis-agenda/A collaborative research agenda for the future of AI-enabled geographic information science.An autonomous GIS agent framework for geospatial data retrievalhttps://www.huanning.me/publication/llm-find/Wed, 01 Jan 2025 00:00:00 +0000https://www.huanning.me/publication/llm-find/A framework for autonomous geospatial data search and retrieval with a large language model-based agent.GIS Copilot: towards an autonomous GIS agent for spatial analysishttps://www.huanning.me/publication/gis-copilot/Wed, 01 Jan 2025 00:00:00 +0000https://www.huanning.me/publication/gis-copilot/Research toward an autonomous GIS agent for geospatial analysis.Automated floodwater depth estimation using large multimodal model for rapid flood mappinghttps://www.huanning.me/publication/floodwater-depth/Mon, 01 Jan 2024 00:00:00 +0000https://www.huanning.me/publication/floodwater-depth/Large multimodal model applications to flood depth estimation.Autonomous GIS: the next-generation AI-powered GIShttps://www.huanning.me/publication/autonomous-gis-2023/Sun, 01 Jan 2023 00:00:00 +0000https://www.huanning.me/publication/autonomous-gis-2023/A perspective introducing the vision of AI-powered autonomous GIS.Converting street view images to land cover maps for metric mapping: a case study on sidewalk network extraction for the wheelchair usershttps://www.huanning.me/publication/sidewalk-2022/Sat, 01 Jan 2022 00:00:00 +0000https://www.huanning.me/publication/sidewalk-2022/Street-view-based land cover mapping to support sidewalk network extraction.Exploring the vertical dimension of street view image based on deep learning: A case study on lowest floor elevation estimationhttps://www.huanning.me/publication/streetview-elevation/Sat, 01 Jan 2022 00:00:00 +0000https://www.huanning.me/publication/streetview-elevation/Using street-view imagery and deep learning to estimate lowest-floor elevations.