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 …
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
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 …
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
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 …
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
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 …
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 …
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 …
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
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 …
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
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 …
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
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 …
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 …
the ocean mixing of the equatorial thermocline. However, most studies have not …