Short-term prediction of global sea surface temperature using deep learning networks
T Xu, Z Zhou, Y Li, C Wang, Y Liu, T Rong - Journal of Marine Science …, 2023 - mdpi.com
The trend of global Sea Surface Temperature (SST) has attracted widespread attention in
several ocean-related fields such as global warming, marine environmental protection and …
several ocean-related fields such as global warming, marine environmental protection and …
Overcomplete-to-sparse representation learning for few-shot class-incremental learning
F Mengying, L Binghao, M Tianren, Y Qixiang - Multimedia Systems, 2024 - Springer
Few-shot class-incremental learning (FSCIL) aims to continually learn new semantics given
a few training samples of new classes. As training examples are too few to construct good …
a few training samples of new classes. As training examples are too few to construct good …
Logistic curve modelling of sea surface temperature and latent heat flux variability in the Tropical Indian Ocean
P Malik, BH Vachharajani, DV Panicker - Dynamics of Atmospheres and …, 2024 - Elsevier
Abstract The Tropical Indian Ocean (TIO) is one of the most vulnerable regions to climate
change due to its unique ocean-atmosphere interactions. The region is characterized by …
change due to its unique ocean-atmosphere interactions. The region is characterized by …
A Gated Recurrent Unit Model with Fibonacci Attenuation Particle Swarm Optimization for Carbon Emission Prediction
J Guo, J Li, Y Sato, Z Yan - Processes, 2024 - mdpi.com
Predicting carbon emissions is important in various sectors, including environmental
management, economic planning, and energy policy. Traditional forecasting models …
management, economic planning, and energy policy. Traditional forecasting models …
The prediction of two‐dimensional intelligent ocean temperature based on deep learning
Z Wu, J He, S Hu, J Wen - Expert Systems, 2023 - Wiley Online Library
An important data in intelligent ocean is the sea surface temperature (SST). Most of the
previous works on SST prediction deal with independent spatial point, ignoring the spatial …
previous works on SST prediction deal with independent spatial point, ignoring the spatial …
[HTML][HTML] Multiscale Local Feature Fusion: Marine Microalgae Classification for Few-Shot Learning
In the marine ecological environment, marine microalgae is an important photosynthetic
autotrophic organism, which can carry out photosynthesis and absorb carbon dioxide. With …
autotrophic organism, which can carry out photosynthesis and absorb carbon dioxide. With …
An Improved LSTM Model with Attention Mechanism for Sea Surface Temperature Prediction Around the Korean Peninsula
T Xu, Z Zhou, S Yang, C Wang… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
Ocean temperature has an important influence on the distribution and migration of marine
fishes, and with the improvement of modern remote sensing information acquisition …
fishes, and with the improvement of modern remote sensing information acquisition …