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GeoAI in Topographic Mapping: Navigating the Future of Opportunities and Risks
13 references·0 citing·48 second hop
GeoAI in Topographic Mapping: Navigating the Future of Opportunities and Risks (2025)GeoAI in Topographic Mapping: Navigating …Towards the next generation of Geospatial Artificial Intelligence (2025)Towards the next generation o…Deep learning in automatic map generalization: achievements and challenges (2025)Deep learning in automatic ma…Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review (2024)Mapping the landscape and roa…Artificial intelligence studies in cartography: a review and synthesis of methods, applications, and ethics (2024)Artificial intelligence studi…Geo-Foundation Models: Reality, Gaps and Opportunities (2023)Geo-Foundation Models: Realit…Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Connecting the dots in trustw…Cartography in GeoAI (2023)Cartography in GeoAIAdvances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping (2023)Advances in geocomputation an…Geospatial Artificial Intelligence (GeoAI) (2021)Geospatial Artificial Intelli…GeoAI: Where machine learning and big data converge in GIScience (2020)GeoAI: Where machine learning…GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)GeoAI: spatially explicit art…BUILDING GENERALIZATION USING DEEP LEARNING (2018)BUILDING GENERALIZATION USING…Visualization in Modern Cartography: Setting the Agenda (1994)Visualization in Modern Carto…Optimization approaches for generalization and data abstraction (2005)Continuous Generalization for Visualization on Small Mobile Devices (2006)Generalisation of Geographic Information: Cartographic Modelling and Applications (2007)Segmentation and sampling method for complex polyline generalization based on a generative adversarial network (2021)Data‐driven polyline simplification using a 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Transformations in Urban Transit and Urban Space (2025)Geographically Weighted Regression (1998)Multiscale Geographically Weighted Regression (MGWR) (2017)On the Opportunities and Risks of Foundation Models (2021)GeoAI enabled urban computing: status and challenges (2025)GeoAgent: a hierarchical LLM-based multi-agent architecture for autonomous spatial analysis (2026)Critical Issues in Participatory GIS: Deconstructions, Reconstructions, and New Research Directions (2006)Graphic elicitation: using research diagrams as interview stimuli (2006)Grounded Visualization: Integrating the Analysis of Qualitative and Quantitative Data through Grounded Theory and Visualization (2006)
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References

  • 2023Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation795 cited
  • 2019GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond605 cited
  • 1994Visualization in Modern Cartography: Setting the Agenda372 cited
  • 2020GeoAI: Where machine learning and big data converge in GIScience166 cited
  • 2024Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review99 cited
  • 2024Artificial intelligence studies in cartography: a review and synthesis of methods, applications, and ethics96 cited
  • 2025Towards the next generation of Geospatial Artificial Intelligence96 cited
  • 2023Advances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping90 cited
  • 2021Geospatial Artificial Intelligence (GeoAI)70 cited
  • 2018BUILDING GENERALIZATION USING DEEP LEARNING53 cited
  • 2023Geo-Foundation Models: Reality, Gaps and Opportunities31 cited
  • 2025Deep learning in automatic map generalization: achievements and challenges16 cited
  • 2023Cartography in GeoAI9 cited

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