Deep learning for ocean temperature forecasting: a survey
Xingyu Zhao,
Jianpeng Qi,
Yanwei Yu
et al.
Abstract:Ocean temperature prediction is significant in climate change research and marine ecosystem management. However, relevant statistical and physical methods focus on assuming relationships between variables and simulating complex physical processes of ocean temperature changes, facing challenges such as high data dependence and insufficient processing of long-term dependencies. This paper comprehensively reviews the development and latest progress of ocean temperature prediction models based on deep learning. We… Show more
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