GCT-GF: A generative CNN-transformer for multi-modal multi-temporal gap-filling of surface water probability

Spatial and temporal data gaps present a significant challenge to high-frequency surface water mapping using satellite imagery. Utilizing observations from temporally close periods and multi-modal sensors for gap-filling is of critical importance. However, discontinuous pixel values inherent to conv...

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Bibliographic Details
Main Authors: Yanjiao Song, Linyi Li, Yun Chen, Junjie Li, Zhe Wang, Zhen Zhang, Xi Wang, Wen Zhang, Lingkui Meng
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225002432
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