Spatiotemporal Super-Resolution of Satellite Sea Surface Salinity Based on a Progressive Transfer Learning-Enhanced Transformer

Spatiotemporal Super-Resolution of Satellite Sea Surface Salinity Based on a Progressive Transfer Learning-Enhanced Transformer

Satellite sea surface salinity (SSS) products suffer from coarse spatiotemporal resolution, limiting their utility for mesoscale ocean monitoring. To address this, we proposed the Transformer-based satellite SSS super-resolution (SR) model (TSR) coupled with a progressive transfer learning (PTL) str...

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Bibliographic Details
Main Authors: Zhenyu Liang, Senliang Bao, Weimin Zhang, Huizan Wang, Hengqian Yan, Juan Dai, Peikun Xiao
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Remote Sensing
Subjects:
salinity satellite
sea surface salinity
super-resolution
transformer
transfer learning
Online Access:https://www.mdpi.com/2072-4292/17/15/2735
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