87 citations
- Russian Academy of SciencesRU12 papers
- European Centre for Medium-Range Weather ForecastsGB1 paper
- Far Eastern Branch of the Russian Academy of SciencesRU1 paper
- Imperial College LondonGB1 paper
- Institute of Applied PhysicsMD1 paper
- Institute of Numerical MathematicsRU1 paper
- University of California, Los AngelesUS1 paper
19 papers
A comparison of data-driven approaches to build low-dimensional ocean models
Niraj Agarwal, Dmitri Kondrashov, Peter Dueben +2
We present a comprehensive inter-comparison of linear regression (LR), stochastic, and deep-learning approaches for reduced-order statistical emulation of ocean circulation. The re…
Random matrix theory for low-frequency sound propagation in the ocean: a spectral statistics test
Denis Makarov
Problem of long-range sound propagation in the randomly-inhomogeneous deep ocean is considered. We examine a novel approach for modeling of wave propagation, developed by K.C.Hegew…
Mesoscale circulation along the Sakhalin Island eastern coast
S. V. Prants, A. G. Andreev, M. V. Budyansky +1
The seasonal and interannual variability of mesoscale circulation along the eastern coast of the Sakhalin Island in the Okhotsk Sea is investigated using AVISO velocity field and o…
Chaotic Lagrangian transport and mixing in the ocean
S. V. Prants
Dynamical systems theory approach has been successfully used in physical oceanography for the last two decades to study mixing and transport of water masses in the ocean. The basic…
Lagrangian study of temporal changes of a surface flow through the Kamchatka Strait
S. V. Prants, A. G. Andreev, M. Yu. Uleysky +1
Using Lagrangian methods we analyze a 20-year-long estimate of water flux through the Kamchatka Strait in the northern North Pacific based on AVISO velocity field. It sheds new lig…
Role of mesoscale eddies in transport of Fukushima-derived cesium isotopes in the ocean
M. V. Budyansky, V. A. Goryachev, D. D. Kaplunenko +5
We present the results of in-situ measurements of Cs and Cs released from the Fukushima Nuclear Power Plant (FNPP) collected at surface and different depths in the…