OKG-ConvGRU: A Domain Knowledge-Guided Remote Sensing Prediction Framework for Ocean Elements

OKG-ConvGRU: A Domain Knowledge-Guided Remote Sensing Prediction Framework for Ocean Elements

Accurate prediction of key ocean elements (e.g., chlorophyll-a concentration, sea surface temperature, etc.) is imperative for maintaining marine ecological balance, responding to marine disaster pollution, and promoting the sustainable use of marine resources. Existing spatio-temporal prediction mo...

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Bibliographic Details
Main Authors:	Renhao Xiao, Yixiang Chen, Lizhi Miao, Jie Jiang, Donglin Zhang, Zhou Su
Format:	Article
Language:	English
Published:	MDPI AG 2025-08-01
Series:	Remote Sensing
Subjects:	ocean element spatio-temporal prediction ConvGRU cross-attention time-series remote sensing image
Online Access:	https://www.mdpi.com/2072-4292/17/15/2679
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