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G. Zheng

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Open access 2026

Can a Single Profile Reveal the Three-Dimensional Ocean Temperature Field in Its Surrounding Region? A Lightweight Deep Learning Proof of Concept

This work provides the first proof-of-concept for the profile-to-3D-field paradigm, demonstrating that a single profile contains recoverable information about its spatial context and creates new opportunities for integrating sparse in situ data with satellite observations.

G. Zheng, Xuan-Wei Wan, Lizhang Zhou et al. · 0 citations

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