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The role of satellite remote sensing in mitigating and adapting to global climate change
Climate change has critical adverse impacts on human society and poses severe
challenges to global sustainable development. Information on essential climate variables …
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 …
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 …
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
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 …
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 …
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 …
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” …
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 …
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 …
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
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 …
concentrate a wide range of marine life spanning from phytoplankton to top predators …