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GeoAgent: a hierarchical LLM-based multi-agent architecture for autonomous spatial analysis
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GeoAgent: a hierarchical LLM-based multi-agent architecture for autonomous spatial analysis (2026)GeoAgent: a hierarchical LLM-based multi-…GeoJSON agents: a multi-agent LLM architecture for geospatial analysis—function calling vs. code generation (2026)GeoJSON agents: a multi-agent…Towards the next generation of Geospatial Artificial Intelligence (2025)Towards the next generation o…ShapefileGPT: a multi-agent large language model framework for automated shapefile processing (2025)ShapefileGPT: a multi-agent l…GIS Copilot: towards an autonomous GIS agent for spatial analysis (2025)GIS Copilot: towards an auton…GeoAnalystBench : A GeoAI Benchmark for Assessing Large Language Models for Spatial Analysis Workflow and Code Generation (2025)GeoAnalystBench : A GeoAI Ben…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…GeoGPT: An assistant for understanding and processing geospatial tasks (2024)GeoGPT: An assistant for unde…Autonomous GIS: the next-generation AI-powered GIS (2023)Autonomous GIS: the next-gene…Models of Bounded Rationality (1997)Models of Bounded RationalityGeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)Mapping with ChatGPT (2023)ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models (2024)Urban Planning and GIS (1998)Does mapping improve public participation? Exploring the pros and cons of using public participation GIS in urban planning practices (2019)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)How maps work: representation, visualization, and design (1996)GeoFM: how will geo-foundation models reshape spatial data science and GeoAI? (2025)GIScience in the era of Artificial Intelligence: a research agenda towards Autonomous GIS (2025)Geographically Weighted Regression (1998)Multiscale Geographically Weighted Regression (MGWR) (2017)On the Opportunities and Risks of Foundation Models (2021)CartoAgent: a multimodal large language model-powered multi-agent cartographic framework for map style transfer and evaluation (2025)GeoAI enabled urban computing: status and challenges (2025)GeoAI in Topographic Mapping: Navigating the Future of Opportunities and Risks (2025)OpenStreetMap: User-Generated Street Maps (2008)Artificial intelligence studies in cartography: a review and synthesis of methods, applications, and ethics (2024)Extensional versus intuitive reasoning: The conjunction fallacy in probability judgment. (1983)Individual differences in reasoning: Implications for the rationality debate? (2000)Heuristics and Biases: The Psychology of Intuitive Judgment (2004)
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References

  • 1997Models of Bounded Rationality4,207 cited
  • 2023Autonomous GIS: the next-generation AI-powered GIS196 cited
  • 2024GeoGPT: An assistant for understanding and processing geospatial tasks141 cited
  • 2025Towards the next generation of Geospatial Artificial Intelligence96 cited
  • 2024MapGPT: an autonomous framework for mapping by integrating large language model and cartographic tools82 cited
  • 2025An autonomous GIS agent framework for geospatial data retrieval69 cited
  • 2025GIS Copilot: towards an autonomous GIS agent for spatial analysis62 cited
  • 2025ShapefileGPT: a multi-agent large language model framework for automated shapefile processing21 cited
  • 2025GeoAnalystBench : A GeoAI Benchmark for Assessing Large Language Models for Spatial Analysis Workflow and Code Generation17 cited
  • 2026GeoJSON agents: a multi-agent LLM architecture for geospatial analysis—function calling vs. code generation11 cited

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