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paperarXivTrust 82 · PrimaryPublished yesterdayLive · 7h ago

Bringing Agentic Search to Earth Observation Data Discovery

NASA and its data centers hold thousands of geoscience datasets and tools like Worldview, Giovanni, the Science Discovery Engine, and Harmony. Finding the right one is hard even for domain experts. We present an agentic search system, deployed as a public service for the geoscience community, that takes a natural-language research query and returns the matching datasets and tools. We demonstrate that, in the era of large language models, the latent value of knowledge graphs (KGs) can be substantially amplified through agentic search. From the NASA Earth Observation Knowledge Graph (NASA EO-KG)

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  • Linked via arxiv authorMinghan Yu

    Bringing Agentic Search to Earth Observation Data Discovery

  • Linked via arxiv authorYouran Sun

    Bringing Agentic Search to Earth Observation Data Discovery

  • Linked via arxiv authorChugang Yi

    Bringing Agentic Search to Earth Observation Data Discovery

  • Linked via arxiv authorYixin Wen

    Bringing Agentic Search to Earth Observation Data Discovery

  • Linked via arxiv authorHaizhao Yang

    Bringing Agentic Search to Earth Observation Data Discovery

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