Comprehensive Large Language Model for Bathymetry Data

Only 5% of the world's oceans have been explored, leaving the rest unexplored. Many incidents have been reported surrounding the mystery of random disappearances and intriguing flora and fauna found in these unexplored places. More than 80% of the oceans have not been mapped, so tracking becomes an uphill task. Existing work has been done to find a solution to tackle this rising issue. As Generative Artificial Intelligence(AI) is at the forefront of the race regarding advanced technology, projects have been taken up to leverage AI's capabilities to solve this issue. This paper proposes a framework that handles bathymetric data and harnesses it to empower ocean tracking advancements by incorporating large language models(LLMs).

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Published
2024-12-12
DOI
https://doi.org/10.1109/icuis64676.2024.10867116
Primary Topic
Geographic Information Systems Studies
Type
article
Field-Weighted Citation Impact
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article

Comprehensive Large Language Model for Bathymetry Data

S Deepa, M Vinay, J. Jayapriya, Marina TS et al.
Geographic Information Systems Studies
article

Comprehensive Large Language Model for Bathymetry Data

S Deepa, M Vinay, J. Jayapriya, Marina TS, Tessa S Mampilly
article en

Abstract

Only 5% of the world's oceans have been explored, leaving the rest unexplored. Many incidents have been reported surrounding the mystery of random disappearances and intriguing flora and fauna found in these unexplored places. More than 80% of the oceans have not been mapped, so tracking becomes an uphill task. Existing work has been done to find a solution to tackle this rising issue. As Generative Artificial Intelligence(AI) is at the forefront of the race regarding advanced technology, projects have been taken up to leverage AI's capabilities to solve this issue. This paper proposes a framework that handles bathymetric data and harnesses it to empower ocean tracking advancements by incorporating large language models(LLMs).

Christ University (IN)
Openalex Percentile: Top 54%
Geographic Information Systems Studies
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