Author

Zhangxiao Shen

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Recent research

  • Society & EconomicsOpen access

    LLM4GIS: Methods, Applications, and Prospects

    The rapid advancement of large language models (LLMs) offers new avenues for overcoming the limitations of current data-driven GIS analysis methods, giving rise to the emerging field of large language model-driven GIS analysis (LLM4GIS). This study presents a systematic review of...

    ISPRS International Journal of Geo-Information2026-10-160 citationsDOI