AI RESEARCH
GEAR: Geography-knowledge Enhanced Analog Recognition Framework in Extreme Environments
arXiv CS.CV
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ArXi:2603.18626v1 Announce Type: new The Mariana Trench and the Qinghai-Tibet Plateau exhibit significant similarities in geological origins and microbial metabolic functions. Given that deep-sea biological sampling faces prohibitive costs, recognizing structurally homologous terrestrial analogs of the Mariana Trench on the Qinghai-Tibet Plateau is of great significance. Yet, no existing model adequately addresses cross-domain topographic similarity retrieval, either neglecting geographical knowledge or sacrificing computational efficiency.