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A review of large language models in geomatics: integrating multimodal data, addressing challenges, and exploring synergies
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A review of large language models in geomatics: integrating multimodal data, addressing challenges, and exploring synergies (2026)A review of large language models in geom…ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models (2024)ChatGeoAI: Enabling Geospatia…A review of crowdsourced geographic information for land-use and land-cover mapping: current progress and challenges (2024)A review of crowdsourced geog…ChatGPT as a mapping assistant: A novel method to enrich maps with generative AI and content derived from street-level photographs (2023)ChatGPT as a mapping assistan…Autonomous GIS: the next-generation AI-powered GIS (2023)Autonomous GIS: the next-gene…Chapter 12: What does the Anthropocene hold for citizenship? (1905)Development and Distortion of Malaysian Public- Private Partnerships: Patronage, Privatised Profits and Pitfalls DOI: 10.1111/j.1467- 8500.2009.00655.x (2010)Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy (2023)Correctness Comparison of ChatGPT ‐4, Gemini, Claude‐3, and Copilot for Spatial Tasks (2024)Generative Text-to-Image Diffusion for Automated Map Production Based on Geosocial Media Data (2024)Comparing the Spatial Querying Capacity of Large Language Models: OpenAI’s ChatGPT and Google’s Gemini Pro (2025)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)Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Citizens as sensors: the world of volunteered geography (2007)Assuring the quality of volunteered geographic information (2012)Advancing intelligent geography: Current status, innovations, and future prospects (2025)Wheelchair accessibility to public facilities via transits and analysis of delay factors—A case study of Shanghai, China (2025)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)
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References

  • 2023Autonomous GIS: the next-generation AI-powered GIS196 cited
  • 2024ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models73 cited
  • 2024A review of crowdsourced geographic information for land-use and land-cover mapping: current progress and challenges54 cited
  • 2023ChatGPT as a mapping assistant: A novel method to enrich maps with generative AI and content derived from street-level photographs46 cited

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