The role of satellite remote sensing in mitigating and adapting to global climate change

S Zhao, M Liu, M Tao, W Zhou, X Lu, Y **ong… - Science of the Total …, 2023 - Elsevier
Climate change has critical adverse impacts on human society and poses severe
challenges to global sustainable development. Information on essential climate variables …

[HTML][HTML] Recent developments in artificial intelligence in oceanography

C Dong, G Xu, G Han, BJ Bethel, W **e… - Ocean-Land …, 2022 - spj.science.org
With the availability of petabytes of oceanographic observations and numerical model
simulations, artificial intelligence (AI) tools are being increasingly leveraged in a variety of …

Predicting the daily sea ice concentration on a subseasonal scale of the pan-arctic during the melting season by a deep learning model

Y Ren, X Li - IEEE Transactions on Geoscience and Remote …, 2023 - ieeexplore.ieee.org
During the melting season, predicting the daily sea ice concentration (SIC) of the Pan-Arctic
at a subseasonal scale is strongly required for economic activities and a challenging task for …

Reconstructing three-dimensional thermohaline structures for mesoscale eddies using satellite observations and deep learning

Y Liu, H Wang, F Jiang, Y Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Mesoscale eddies are circular water currents found widely in the ocean and significantly
impact the ocean's circulation, water distribution, and biology. However, our comprehension …

A deep learning approach to predict sea surface temperature based on multiple modes

S Xu, D Dai, X Cui, X Yin, S Jiang, H Pan, G Wang - Ocean Modelling, 2023 - Elsevier
Sea surface temperature (SST) is an essential physical parameter and plays a vital role in
ocean-atmosphere interactions. Accurate SST prediction relies on numerical model …

A deep learning approach to extract balanced motions from sea surface height snapshot

Z Gao, B Chapron, C Ma, R Fablet… - Geophysical …, 2024 - Wiley Online Library
Extracting balanced geostrophic motions (BM) from sea surface height (SSH) observations
obtained by wide‐swath altimetry holds great significance in enhancing our understanding …

Comparative analysis of four types of mesoscale eddies in the Kuroshio-Oyashio extension region

W Sun, M An, J Liu, J Liu, J Yang, W Tan… - Frontiers in Marine …, 2022 - frontiersin.org
Oceanic mesoscale cyclonic (anticyclonic) eddies usually have cold (warm) cores and
counterclockwise (clockwise) flow fields in the Northern Hemisphere. However,“abnormal” …

Submesoscale oceanic eddy detection in SAR images using context and edge association network

L **a, G Chen, X Chen, L Ge, B Huang - Frontiers in Marine Science, 2022 - frontiersin.org
Oceanic eddies have a non-negligible impact on ocean energy transfer, nutrient distribution,
and biological migration in global oceans. The fine detection of oceanic eddies is significant …

Deep blue AI: A new bridge from data to knowledge for the ocean science

G Chen, B Huang, X Chen, L Ge, M Radenkovic… - Deep Sea Research …, 2022 - Elsevier
The global ocean is the largest ecosystem on our planet, the scientific understanding of
which is the first step towards the sustainable development of the perpetual ocean. With the …

A rare oasis effect for forage fauna in oceanic eddies at the global scale

A Receveur, C Menkes, M Lengaigne, A Ariza… - Nature …, 2024 - nature.com
Oceanic eddies are recognized as pivotal components in marine ecosystems, believed to
concentrate a wide range of marine life spanning from phytoplankton to top predators …