Medium-range forecasting of oceanic eddy trajectory
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Digital Earth"
DOI: 10.1080/17538947.2023.2300325
Abstract: ABSTRACT The capability of continuous eddy tracking has been significantly advanced over the past decades, thanks to the availability of sea surface height measurements routinely collected by satellite altimeters. However, due to the complexity of… read more here.
Keywords: eddy trajectory; medium range; physics;
Mesoscale Westward Eddy Trajectory Prediction With Memory Augmented Neural Network
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2024.3502676
Abstract: Accurate prediction of oceanic eddy trajectory is crucial for monitoring ocean climate change, but the complex dynamics mechanism and changeable environmental effects make it difficult. In recent years, many deep-learning methods have been proposed to… read more here.
Keywords: memory; rossby wave; eddy trajectory; prediction ... See more keywords
Global Oceanic Mesoscale Eddies Trajectories Prediction With Knowledge-Fused Neural Network
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DOI: 10.1109/tgrs.2024.3388040
Abstract: Efficient eddy trajectory prediction driven by multiinformation fusion can facilitate the scientific research of oceanography, while the complicated dynamics mechanism makes this issue challenging. Benefiting from ocean observing technology, the eddy trajectory dataset can be… read more here.
Keywords: eddy trajectory; prediction; neural network; knowledge ... See more keywords
Ocean mesoscale eddy trajectory prediction based on deep temporal encoding
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Applied Remote Sensing"
DOI: 10.1117/1.jrs.19.044504
Abstract: Abstract. Ocean mesoscale eddies are closely related to thermohaline transport, energy distribution, and ecosystem evolution. Accurate trajectory prediction holds significant importance for ocean monitoring, fisheries management, and marine engineering applications. However, eddy movement exhibits nonlinear… read more here.
Keywords: ocean mesoscale; eddy trajectory; prediction; trajectory ... See more keywords