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The role of open-source LLMs in shaping the future of GeoAI
6 references·0 citing·23 second hop
The role of open-source LLMs in shaping the future of GeoAI (2026)The role of open-source LLMs in shaping t…GIS Copilot: towards an autonomous GIS agent for spatial analysis (2025)GIS Copilot: towards an auton…An autonomous GIS agent framework for geospatial data retrieval (2025)An autonomous GIS agent frame…MapGPT: an autonomous framework for mapping by integrating large language model and cartographic tools (2024)MapGPT: an autonomous framewo…Human Dynamics Research in GIScience: challenges and opportunities (2024)Human Dynamics Research in GI…ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models (2024)ChatGeoAI: Enabling Geospatia…Editorial: human dynamics in the mobile and big data era (2016)Editorial: human dynamics in …The origin of bursts and heavy tails in human dynamics (2005)A GIS-based time-geographic approach of studying individual activities and interactions in a hybrid physical–virtual space (2009)Journal of Spatial Information Science (2011)Fine-grained prediction of urban population using mobile phone location data (2018)Understanding demographic and socioeconomic biases of geotagged Twitter users at the county level (2018)Impact of extreme weather events on urban human flow: A perspective from location-based service data (2020)Autonomous GIS: the next-generation AI-powered GIS (2023)A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges (2024)GeoGPT: An assistant for understanding and processing geospatial tasks (2024)GIScience in the era of Artificial Intelligence: a research agenda towards Autonomous GIS (2025)How maps work: representation, visualization, and design (1996)GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)GeoFM: how will geo-foundation models reshape spatial data science and GeoAI? (2025)A Dynamic Theory of Human Motivation. (1958)Exploring potential human activities in physical and virtual spaces: a spatio‐temporal GIS approach (2008)Understanding the New Human Dynamics in Smart Spaces and Places: Toward a Splatial Framework (2019)Advancing translational human dynamics research: bridging space, mind, and computational urban science in the era of GeoAI (2025)OpenStreetMap: User-Generated Street Maps (2008)CartoAgent: a multimodal large language model-powered multi-agent cartographic framework for map style transfer and evaluation (2025)Artificial intelligence studies in cartography: a review and synthesis of methods, applications, and ethics (2024)GeoAnalystBench : A GeoAI Benchmark for Assessing Large Language Models for Spatial Analysis Workflow and Code Generation (2025)ShapefileGPT: a multi-agent large language model framework for automated shapefile processing (2025)
this work references cited by second hop

References

  • 2016Editorial: human dynamics in the mobile and big data era132 cited
  • 2024MapGPT: an autonomous framework for mapping by integrating large language model and cartographic tools82 cited
  • 2024ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models73 cited
  • 2025An autonomous GIS agent framework for geospatial data retrieval69 cited
  • 2025GIS Copilot: towards an autonomous GIS agent for spatial analysis62 cited
  • 2024Human Dynamics Research in GIScience: challenges and opportunities12 cited

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