Purely satellite data–driven deep learning forecast of complicated tropical instability waves

G Zheng, X Li, RH Zhang, B Liu - Science advances, 2020 - science.org
Forecasting fields of oceanic phenomena has long been dependent on physical equation–
based numerical models. The challenge is that many natural processes need to be …

3D characterisation of the thermohaline structure in the southwestern tropical Atlantic derived from functional data analysis of in situ profiles

RV Assunçao, AC Silva, A Roy, B Bourlès… - Progress in …, 2020 - Elsevier
The dynamic of the thermohaline structure of the upper ocean, which depends on ocean–
atmosphere interactions, drives most near surface oceanic processes, including the control …

A convolutional neural network using surface data to predict subsurface temperatures in the Pacific Ocean

M Han, Y Feng, X Zhao, C Sun, F Hong, C Liu - IEEE Access, 2019 - ieeexplore.ieee.org
This paper proposes a convolutional neural network (CNN) method to estimate subsurface
temperature (ST) in the Pacific Ocean from a suite of satellite remote sensing …

Latitude-dependent finescale turbulent shear generations in the Pacific tropical-extratropical upper ocean

Z Zhang, B Qiu, J Tian, W Zhao, X Huang - Nature Communications, 2018 - nature.com
Turbulent mixing, which is critically important for the equilibrium of ocean circulation, is
controlled by finescale turbulent shear (S 2) of oceanic flows through shear instability …

[HTML][HTML] Internal solitary waves within the cold tongue of the equatorial pacific generated by buoyant gravity currents

AM Santos-Ferreira, JCB Silva… - Journal of Physical …, 2023 - journals.ametsoc.org
The equatorial cold tongue in the Pacific Ocean has been intensely studied during the last
decades as it plays an important role in air–sea interactions and climate issues. Recently …

Fine-scale vertical relationships between environmental conditions and sound scattering layers in the Southwestern Tropical Atlantic

R Assunção, A Lebourges-Dhaussy, AC Da Silva… - Plos one, 2023 - journals.plos.org
Ocean dynamics initiate the structure of nutrient income driving primary producers, and
these, in turn, shape the distribution of subsequent trophic levels until the whole pelagic …

A parallel FP-growth algorithm on World Ocean Atlas data with multi-core CPU

Y Jiang, M Zhao, C Hu, L He, H Bai, J Wang - The journal of …, 2019 - Springer
According to the complexity of ocean data, this paper adopts a parallel mining algorithm of
association rules to explore the correlation and regularity of oxygen, temperature …

The sensitivity of the equatorial pacific ODZ to particulate organic matter remineralization in a climate model under pre-industrial conditions

P Lerner, A Romanou, D Nicholson, M Kelley, R Ruedy… - Ocean Modelling, 2024 - Elsevier
Marine oxygen plays a fundamental role in regulating the transfer of organic carbon and
nutrients to their dissolved inorganic forms, serving as the terminal electron acceptor for …

Elevated diapycnal mixing by a subthermocline eddy in the western equatorial Pacific

Z Zhang, Z Liu, K Richards, G Shang… - Geophysical …, 2019 - Wiley Online Library
Diapycnal mixing plays an important role in modulating upper‐ocean heat content of the
western equatorial Pacific (WEP) that profoundly impacts the global climate. Given the …

Ocean mixing induced by three-dimensional structure of equatorial mode tropical instability waves in the Pacific Ocean

L Fang, K Ma, C Liu, X Wang, F Wang - Frontiers in Marine Science, 2023 - frontiersin.org
Observations have revealed that tropical instability waves (TIWs) play an important role in
the ocean mixing of the equatorial thermocline. However, most studies have not …