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On the Use of LLMs for GIS-Based Spatial Analysis
9 references·1 citing·39 second hop
On the Use of LLMs for GIS-Based Spatial Analysis (2025)On the Use of LLMs for GIS-Based Spatial …The Geospatial Crowd: Emerging Trends and Challenges in Crowdsourced Spatial Analytics (2024)The Geospatial Crowd: Emergin…Leveraging GIS for Environmental Planning and Management (2024)Leveraging GIS for Environmen…ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models (2024)ChatGeoAI: Enabling Geospatia…Using web GIS to promote stakeholder understanding of scientific results in sustainable urban development: A case study in Bergen, Norway (2023)Using web GIS to promote stak…Autonomous GIS: the next-generation AI-powered GIS (2023)Autonomous GIS: the next-gene…Issues of Healthcare Planning and GIS: A Review (2020)Issues of Healthcare Planning…Why public health needs GIS: a methodological overview (2019)Why public health needs GIS: …Reflections and speculations on the progress in Geographic Information Systems (GIS): a geographic perspective (2018)Reflections and speculations …GIS and spatial data analysis: Converging perspectives (2003)GIS and spatial data analysis…GeoJSON agents: a multi-agent LLM architecture for geospatial analysis—function calling vs. code generation (2026)GeoJSON agents: a multi-agent…Spatial Econometrics: Methods and Models (1988)The Competitive Advantage of Nations (1991)Local Indicators of Spatial Association—LISA (1995)Happiness, geography and the environment (2007)Specification of spatial models: A simulation study on weights matrices (2009)Spatial Optimization in Geography (2012)Geographical information science (1992)Explaining Development and Change in Organizations (1995)Geographic Information Analysis (2010)Big data or small data? A methodological review of sustainable tourism (2019)Manual of Digital Earth (2019)Position paper: Open web-distributed integrated geographic modelling and simulation to enable broader participation and applications (2020)Measures of Spatial Accessibility to Health Care in a GIS Environment: Synthesis and a Case Study in the Chicago Region (2003)The Uncertain Geographic Context Problem (2012)A measure of spatial stratified heterogeneity (2016)Activity-based process construction for participatory geo-analysis (2020)Evaluating spatial accessibility to healthcare services from the lens of emergency hospital visits based on floating car data (2022)On the Modifiable Areal Unit Problem (MAUP) in healthcare accessibility measurement via the two-step floating catchment area (2SFCA) method (2025)Spatial accessibility of primary care: concepts, methods and challenges (2004)The Role of UAS–GIS in Digital Era Governance. A Systematic Literature Review (2021)Use of 2SFCA Method to Identify and Analyze Spatial Access Disparities to Healthcare in Jeddah, Saudi Arabia (2021)Factors Affecting Access to Public Healthcare Facilities in the City of Tshwane, South Africa (2023)Narrative Cartography: From Mapping Stories to the Narrative of Maps and Mapping (2014)Using narratives and storytelling to communicate science with nonexpert audiences (2014)Cartographic Design as Visual Storytelling: Synthesis and Review of Map-Based Narratives, Genres, and Tropes (2020)GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)Mapping with ChatGPT (2023)Towards the next generation of Geospatial Artificial Intelligence (2025)OpenStreetMap: User-Generated Street Maps (2008)Researching Volunteered Geographic Information: Spatial Data, Geographic Research, and New Social Practice (2011)An Introduction to Applied Geostatistics. (1991)GIS‐based multicriteria decision analysis: a survey of the literature (2006)A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges (2024)GeoGPT: An assistant for understanding and processing geospatial tasks (2024)An autonomous GIS agent framework for geospatial data retrieval (2025)GIS Copilot: towards an autonomous GIS agent for spatial analysis (2025)GIScience in the era of Artificial Intelligence: a research agenda towards Autonomous GIS (2025)Does mapping improve public participation? Exploring the pros and cons of using public participation GIS in urban planning practices (2019)GeoAgent: a hierarchical LLM-based multi-agent architecture for autonomous spatial analysis (2026)
this work references cited by second hop

References

  • 2018Reflections and speculations on the progress in Geographic Information Systems (GIS): a geographic perspective290 cited
  • 2019Why public health needs GIS: a methodological overview211 cited
  • 2023Autonomous GIS: the next-generation AI-powered GIS196 cited
  • 2003GIS and spatial data analysis: Converging perspectives192 cited
  • 2020Issues of Healthcare Planning and GIS: A Review101 cited
  • 2024ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models73 cited
  • 2024The Geospatial Crowd: Emerging Trends and Challenges in Crowdsourced Spatial Analytics32 cited
  • 2023Using web GIS to promote stakeholder understanding of scientific results in sustainable urban development: A case study in Bergen, Norway17 cited
  • 2024Leveraging GIS for Environmental Planning and Management15 cited

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  • 2026GeoJSON agents: a multi-agent LLM architecture for geospatial analysis—function calling vs. code generation11 cited

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