AI-based estimation of significant wave height from X-band shipbourne navigation radar using convolutional neural networks
Moscow University Physics Bulletin, 2023, Vol. 78, Suppl.1, pp. S128–S137. © Allerton Press, Inc., 2023
M. A. Krinitskiy, V. A. Golikov, N. N. Anikin, A. I. Suslov, A. V. Gavrikov & N. D. Tilinina
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Improvement of the AI-Based Estimation of Significant Wave Height Based on Preliminary Training on Synthetic X-Band Radar Sea Clutter Images
Moscow University Physics Bulletin, 2023, Vol. 78, Suppl.1, pp. S188–S201. © Allerton Press, Inc., 2023
V. Yu. Rezvov, M. A. Krinitskiy, V. A. Golikov & N. D. Tilinina
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Estimating Significant Wave Height from X-Band Navigation Radar Using Convolutional Neural Networks
ISSN 0027-1349, Moscow University Physics Bulletin, 2023, Vol. 78, Suppl. 1, pp. S128–S137.
M.A. Krinitskiy, V.A. Golikov, N.N. Anikin, A.I. Suslov, A.V. Gavrikov, and N.D. Tilinina
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Machine Learning for Simulation of Urban Heat Island Dynamics Based on Large-Scale Meteorological Conditions
Climate 2023, 11(10), 200
Mikhail Varentsov, Mikhail Krinitskiy, Victor Stepanenko
Methods of Identification Coherent Structures in Atmospheric Numerical Data
Environmental Sciences Proceedings, 2023, 26(1), 198
Vasilisa Koshkina, Alexander Gavrikov and Mikhail Krinitskiy
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Ratio of the Second and Third Turbulent Moments in the Urban Boundary Layer of the Atmosphere Using the Example of Data from the Moscow State University Eddy Covariance Tower
SSN 0001-4338, Izvestiya, Atmospheric and Oceanic Physics, 2023, Vol. 59, No. 4, pp. 443–455
I. D. Drozd, A. Yu. Artamonov, K. V. Barskov, A. V. Gavrikov, A. D. Pashkin, I. A. Repina, and V. M. Stepanenko
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Towards the Accurate Automatic Detection of Mesoscale Convective Systems in Remote Sensing Data: From Data Mining to Deep Learning Models and Their Applications
Remote Sensing (MDPI). 2023, 15(14), 3493
Mikhail Krinitskiy, Alexander Sprygin, Svyatoslav Elizarov, Alexandra Narizhnaya, Andrei Shikhov and Alexander Chernokulsky
Machine Learning Models for Approximating Downward Short-Wave Radiation Flux over the Ocean from All-Sky Optical Imagery Based on DASIO Dataset
Remote Sensing (MDPI). 2023, 15(7), 1720
Mikhail Krinitskiy, Vasilisa Koshkina, Mikhail Borisov, Nikita Anikin, Sergey Gulev and Maria Artemeva
Relationships Between Second and Third Moments in the Surface Layer Under Different Stratification over Grassland and Urban Landscapes
Boundary-Layer Meteorology (2023) 187:311–338
Kirill Barskov, Dmitry Chechin, Ilya Drozd, Arseniy Artamonov, Artyom Pashkin, Alexander Gavrikov, Mikhail Varentsov, Victor Stepanenko, Irina Repina
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Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting
Remote Sensing (MDPI). 2022, 14(22), 5837
Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev and Vladimir Vanovskiy
Atmospheric turbulence structure above urban nonhomogeneous surface
Russian Journal of Earth Sciences, Vol. 22, ES01SI11
I. D. Drozd, I. A. Repina, A. V. Gavrikov, V. M. Stepanenko, A. Yu. Artamonov, A. D. Pashkin, and A. I. Varentsov
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Extreme Precipitation in June 2021 over the Black Sea in the Context of Long-Term Climate Change
Oceanology 62(3):303-309
A. V. Gavrikov, O. G. Zolina, O. A. Razorenova, M. P. Aleksandrova, S. K. Gulev, and G. L. Stenchikov
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Sea Breeze Geoengineering to Increase Rainfall over the Arabian Red Sea Coastal Plains
Journal of Hydrometeorology, 23, 3-24
Mostamandi, S., E. Predybaylo, E., S. Osipov, O. Zolina, S. Gulev, S. Parajuli, and G. Stenchikov
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Comparative characteristics of gap filling methods in high-frequency data of micrometeorological measurements
IOP Conf. Series: Earth and Environmental Science
I D Drozd, A V Gavrikov, V M Stepanenko
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Poleward expansion of tropical cyclone latitudes in warming climates
Nature Geoscience, 2021
Studholme, J., A. V. Fedorov, S. K. Gulev, K. Emanuel and K. Hodges
Monitoring the Sea Surface State in the North Atlantic Based on Ship Navigation Facilities
Oceanology 61, 305–307 (2021)
D. V. Ivonin, A. V. Gavrikov, V. D. Sharmar, L. I. Salavatova, N. D. Tilinina & S. K. Gulev
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Assessing Eddying (1/12°) Ocean Reanalysis GLORYS12 Using the 14‐yr Instrumental Record From 59.5°N Section in the Atlantic
Journal of Geophysical Research: Oceans, 126, e2020JC016317
Polina Verezemskaya, Bernard Barnier, Sergey K. Gulev, Sergey Gladyshev, Jean-Marc Molines, Vsevolod Gladyshev, Jean-Michel Lellouche, and Alexander Gavrikov
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Prolonged Siberian heat of 2020 almost impossible without human influence
Climatic Change (2021) 166:9
Ciavarella, A., D. Cotterill, P. Stott, S. Kew, S. Philip, G. J. van Oldenborgh, A. Skålevåg, P. Lorenz, Y. Robin, F. Otto, M. Hauser, S. I. Seneviratne, F. Lehner, O. Zolina
Artificial Neural Networks for the Identification of Partial Differential Equations of LandSurface Schemes in Climate Models
Proceedings of Science, Vol. 410, PoS(DLCP2021)005, 2021, The 5th International Workshop on Deep Learning in Computational Physics (DLCP2021), Moscow, 28-29 June 2021
M. Krinitskiy, V. Stepanenko and R. Chernyshev
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The North Atlantic High-Resolution Regional Climate Model Experiment for Oceanic and Atmospheric Applications
Oceanology 60(6):725-727
Alexander Gavrikov, Sergey K. Gulev
Application of Climatic Characteristics Statistical Assessments and GIS Technologies for Solar Energy Systems Development
OP Conference Series: Materials Science and Engineering. 2021. № 3(1079). С. 32086
Nefedova L. V, Rafikova Y.Y., Soloviev D.A.
Determination of Location of Floating Installations in the Shelf Zone
IOP Conf. Ser.: Earth Environ. Sci. 666 032039
Solovyev D.A., Solovyev A.A., Nefedova L.V.
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Summertime variability of Mediterranean evaporation: competing impacts from the mid latitudes teleconnections and the South Asian monsoon
Theoretical and Applied Climatology
Igor I. Zveryaev & Abdel A. Hannachi
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Global Ocean Wind-Wave Model Hindcasts Forced by Different Reanalyzes: A Comparative Assessment
Journal of Geophysical Research: Oceans, 126, e2020JC016710
Sharmar, V., M. Markina, S.K. Gulev
Cool Skin Effect and its Impact on the Computation of the Latent Heat Flux in the South China Sea
Journal of Geophysical Research - Oceans, 2021, 126
Zhang, R., F. Zhou, X. Wang, D. Wang, S. K. Gulev
Tracking of atmospheric phenomena with artificial neural networks: A supervised approach
Procedia Computer Science, Vol. 186, 2021, p.p. 403-410
Mikhail Krinitskiy, Kirill Grashchenkov, Natalia Tilinina, Sergey Gulev
Region-Wide Annual Glacier Surface Mass Balance for the European Alps From 2000 to 2016
Front. Earth Sci. 8:149
Davaze L., Rabatel A., Dufour A., Hugonnet R. and Arnaud Y.
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Validation of global wind wave hindcasts using ERA5, MERRA2, ERA-Interim and CFSRv2 reanalyzes
IOP Conf. Ser.: Earth Environ. Sci. 606 012056
V Sharmar, M Markina
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Response of the atmospheric rivers and storm tracks to the Sudden Stratospheric Warming events on the basis of North Atlantic Atmospheric Downscaling (1979+)
2020 IOP Conf. Ser.: Earth Environ. Sci. 606 012011
A V Gavrikov, M Krinitsky, N Tilinina, Y Zyulyaeva, A Dufour and S K Gulev
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Evaluation of snow cover and snow water equivalent in the continental Arctic in CMIP5 models
Climate Dynamics
Santolaria-Otin, M., and O. Zolina
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Impact of fine atmospheric scales on ocean eddies and deep convection in the Subpolar Northern Atlantic
2020 IOP Conf. Ser.: Earth Environ. Sci. 606 012066
P S Verezemskaya, B Barnier, A V Gavrikov, S K Gulev and J-M Molines-Marc
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Representation of the Denmark Strait Overflow in a z-coordinate eddying configuration of the NEMO (v3.6) ocean model: Resolution and parameter impacts
Geosci. Model Dev., 2020
Colombo, P., B. Barnier, T. Penduff, J. Chanut, J. Deshayes, J.-M. Molines, J. Le Sommer, P. Verezemskaya, S. Gulev, and A-M. Treguier
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Advances in understanding large-scale responses of the water cycle to climate change
Ann. N.Y. Acad. Sci., 2020, 1-27
Allan, R.P., M. Barlow, M. P. Byrne, A. Cherchi, H. Douville, H.J. Fowler, T. Y. Gan, A.G. Pendergrass, D. Rosenfeld, A. L. S. Swann, L. J. Wilcox, O. Zolina
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Validating Ocean Wind Wave Global Hindcast with Visual Observations from VOS
Oceanology, 2020, Vol. 60, No. 1, pp. 9–19
V. G. Grigorieva, S. K. Gulev, and V. D. Sharmar
Dynamics and Predictability of Hemispheric-Scale Multidecadal Climate Variability in an Observationally Constrained Mechanistic Model
J. Climate, 33, 4599-4620
Kravtsov, S.
Мезомасштабная изменчивость океана в северной части моря Уэдделла
ОКЕАНОЛОГИЯ, 2020, том 60, No 5, с. 663–679
Е.Г.Морозов1, Д.И.Фрей, А.А.Полухин, В.А.Кречик, В.А.Артемьев, А. В. Гавриков, В. В. Касьян, Ф. В. Сапожников, Н. В. Гордеева, С. Г. Кобылянский
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Верификация Глобальной Спектральной Волновой Модели WAVEWATCH III по Данным Попутных Судовых Наблюдений
Океанология, 2020, том 60, № 1, с. 14–26
В. Г. Григорьева, С. К. Гулев, В. Д. Шармар
Modelling the impact of flow-driven turbine power plants on great wind-driven ocean currents and the assessment of their energy potential
Nature Energy
Bernard Barnier , Anastasiia Domina, Sergey Gulev, Jean-Marc Molines, Thierry Maitre, Thierry Penduff, Julien Le Sommer, Pierre Brasseur, Laurent Brodeau and Pedro ColomboS
RAS-NAAD: 40-yr High-Resolution North Atlantic Atmospheric Hindcast for Multipurpose Applications (New Dataset for the Regional Mesoscale Studies in the Atmosphere and the Ocean)
J. Appl. Meteor. Climatol., 59, 793–817,
Alexander Gavrikov, Sergey K. Gulev, Margarita Markina, Natalia Tilinina, Polina Verezemskaya, Bernard Barnier, Ambroise Dufour, Olga Zolina, Yulia Zyulyaeva, Mikhail Krinitskiy, Ivan Okhlopkov, and Alexey Sokov
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Detection Uncertainty Matters for Understanding Atmospheric Rivers
Travis A. O’Brien, Ashley E. Payne, Christine A. Shields, Jonathan Rutz, Swen Brands, Christopher Castellano, Jiayi Chen, William Cleveland, Michael J. DeFlorio, Naomi Goldenson, Irina Gorodetskaya, H ́ector Inda D ́ıaz, Karthik Kashinath, Brian Kawzenuk, Sol Kim, Mikhail Krinitskiy, Juan M. Lora, Beth McClenny, Allison Michaelis, John O’Brien, Christina M. Patricola, Alexandre M. Ramos, Eric J. Shearer, Wen-Wen Tung, Paul Ullrich, Michael F. Wehner, Kevin Yang, Rudong Zhang, Zhenhai Zhang, Yang Zhou
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Clustering of Polar Vortex States Using Convolutional Autoencoders
Proceedings of the Information Technologies and High-Performance Computing
Mikhail Krinitskiy, Yulia Zyulyaeva, Sergey Gulev
Two Regimes of Turbulent Fluxes Above a Frozen Small Lake Surrounded by Forest
Boundary-Layer Meteorol 173, 311–320 (2019)
Kirill Barskov, Victor Stepanenko, Irina Repina, Arseniy Artamonov & Alexander Gavrikov
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Air-Sea Fluxes With a Focus on Heat and Momentum
Frontiers in Marine Science, 6, 430
Meghan F. Cronin, Chelle L. Gentemann, James Edson, Iwao Ueki, Mark Bourassa, Shannon Brown, Carol Anne Clayson, Chris W. Fairall, J. Thomas Farrar, Sarah T. Gille, Sergey Gulev, Simon A. Josey, Seiji Kato, Masaki Katsumata, Elizabeth Kent, Marjolaine Krug, Peter J. Minnett, Rhys Parfitt, Rachel T. Pinker, Paul W. Stackhouse Jr., Sebastiaan Swart, Hiroyuki Tomita, Douglas Vandemark, Robert A.Weller, Kunio Yoneyama, Lisan Yu, Dongxiao Zhang
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Observing Requirements for Long-Term Climate Records at the Ocean Surface
Frontiers in Marine Science 6:441
Elizabeth C. Kent, Nick A. Rayner, David I. Berry, Ryan Eastman, Vika G. Grigorieva, Boyin Huang, John J. Kennedy, Shawn R. Smith and Kate M. Willett
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Numerical solutions of the singular vortex problem
Phys. Fluids 31, 066602 (2019)
Kravtsov S. and G. Reznik
The Ensuring of Survivability of Wave Energy Stations Constructive Elements in Extreme Weather Conditions
E3S Web Conf. 2019. Vol. 97. P. 05049
Solovyev A.A., Solovyev D.A. et al.
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Climatology and Interannual Movements of Upper-Level Frontal Zones in the Middle Troposphere of the Northern Hemisphere
Doklady Earth Sciences . Aug2019, Vol. 487 Issue 2, p995-1001. 7p
Razorenova O.A. and P. A. Shabanov
Representation of precipitation characteristics and extremes in regional reanalyses, satellite-and gauge-based estimates over western and central Europe
J. Hydrometerology, 2019, 20, 1123-1145
Lockhoff M., O. Zolina, C. Simmer and J. Schulz
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Variability and Changes of the Growing Season Length and Frost Days Number in Russian sub-Arctic
Zveryaev I.I., Arkhipkin A.V.
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Evolution of the Vorticity Contour in Vortex Energy Sources
Physical and Mathematical Modeling of Earth and Environment Processes (2018), Springer Proceedings in Earth and Environmental Sciences (SPEES), 2019. pp 433–400
Solovyev A.A., Solovyev D.A.
Observed changes in convective and stratiform precipitation in Northern Eurasia over the last five decades
Environ. Res. Lett. 14 (2019) 045001
Chernokulsky, A., F. Kozlov, O. Zolina, O. Bulygina, I. Mokhov and V.Semenov
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Correlation Analysis of Interaction between Oceanic Heat Fluxes and Geopotential Gradient Fields in the Middle Troposphere when Meridional and Zonal Processes Dominate
Oceanology. 59. 471-477
Razorenova O.A. and P. A. Shabanov
Leading modes of interannual soil moisture variability in European Russia and their relation to regional climate during the summer season
Climate Dynamics
Igor I. Zveryaev and Alexey V. Arkhipkin
Moisture transport in observations and reanalyses as a proxy for snow accumulation in East Antarctica
The Cryosphere, 13, 413–425, 2019
Ambroise Dufour, Claudine Charrondière, and Olga Zolina
Повторяемость штормового волнения в Баренцевом море в условиях современного климата
Вестник Московского Университета. Серия 5. География
Мысленков С.А., Маркина М.Ю., Архипкин В.С., Тилинина Н.Д.
Investigating the contour dynamics of the vortex eye on the laboratorymodel of a differentially rotating fluid
2019 IOP Conf. Ser.: Earth Environ. Sci.231 012050
D.A. Solovyev and A.A. Solovyev
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Ocean Wind Wave Climate Responses to Wintertime North Atlantic Atmospheric Transient Eddies and Low- Frequency Flow
Climate, 5619-5638, 32
Markina, M., J. Studholme, and S. Gulev
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Long-Term Changes in Wintertime Temperature Extremes in Moscow and their Relation to Regional Atmospheric Dynamics
Journal of Geophysical Research: Atmospheres, 124, 92–109
Yulia. A. Zyulyaeva, Joshua H.P. Studholme, and Igor I. Zveryaev
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WAVEWATCH III –WRF high-resolution wind wave hindcast in the North Atlantic: wave model configuration and preliminary results for 1979-2000
2019 IOP Conf. Ser.: Earth Environ. Sci. 231 012035
M Markina, A Gavrikov and S Gulev
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Regional Climate Modelling: Methods of Obtaining the Mesoscale from High-Resolution Data
2019 IOP Conf. Ser.: Earth Environ. Sci. 231 012018
A Gavrikov and V Stepanenko
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Dryland belt of Northern Eurasia: contemporary environmental changes and their consequences
Environ. Res. Lett. 13 (2018) 115008
Groisman, P., O. Bulygina, G. Henebry , N. Speranskaya, A. Shiklomanov, Y. Chen , N. Tchebakova, E. Parfenova, N. Tilinina, O. Zolina, A. Dufour, J. Chen, R. John, P. Fan , C. Mátyás, I. Yesserkepova and I. Kaipov
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Deep Convolutional Neural Networks Capabilities for Binary Classification of Polar Mesocyclones in Satellite Mosaics
Atmosphere 2018, 9(11), 426
Krinitskiy, M., P. Verezemskaya, K. Grashchenkov, N. Tilinina, S. Gulev, M. Lazzara
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Association of the North Atlantic surface turbulent heat fluxes with midlatitude cyclones
Mon. Wea. Rev., 146, 3691–3715
Tilinina, N., A. Gavrikov, and S. Gulev
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Tropical cyclogenesis in warm climates simulated by a cloud-system resolving model
Climate Dynamics, 2018, 50
Fedorov, A., L. Muir, W. Boos, and J. Studholme
Climatology of Precipitation of Different Genesis in Northern Eurasia
Russian Meteorology and Hydrology, 2018, Vol. 43, No. 7, pp. 425–435
A. V. Chernokulsky, F. A. Kozlov, O. G. Zolina, O. N. Bulygina†, and V. A. Semenov
Wave steepness from satellite altimetry for wave dynamics and climate studies
Russ. J. Earth Sci., 18, ES5005
S. Badulin, V. Grigorieva, A. Gavrikov, V. Geogjaev, M. Krinitskiy, M. Markina
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Developing configuration of WRF model for long-term high-resolution wind wave hindcast over the North Atlantic with WAVEWATCH III
Ocean Dynamics 68(11)
Margarita Markina, Alexander Gavrikov, Sergey K. Gulev, Bernard Barnier
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Experimental study of heat and momentum exchange between a forest lake and the atmosphere in winte
2017 IOP Conf. Ser.: Earth Environ. Sci. 96 012003
K V Barskov, R V Chernyshev, V M Stepanenko, I A Repina, A Yu Artamonov, S P Guseva and A V Gavrikov
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Estimating the reproduction quality of precipitation over the north atlantic and influence of the hydrostatic approximation in the WRF–ARW atmospheric model
Oceanology 57(2):232-238
Alexander Gavrikov
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Global Historical Archive of Wind Waves Based on Voluntary Observing Ship Data
Oceanology 57(2):229–231
Vika Grigorieva, S.K. Gulev, Alexander Gavrikov
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Wave climate variability in the North Atlantic in recent decades in the winter period using numerical modeling
Oceanology 56(3):320-325
M. Yu. Markina, Alexander Gavrikov
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Formation of extreme surface turbulent heat fluxes from the ocean to the atmosphere in the North Atlantic
Oceanology 56(1):1-5
Natalia Tilinina, Sergey K. Gulev, Alexander Gavrikov
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Modification of Globwave satellite altimetry database for sea wave field diagnostics
Oceanology 56(2):301-306
Alexander Gavrikov, Mikhail Krinitskiy, Vika Grigorieva
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Модификация базы данных спутниковой альтиметрии GLobWave для решения задач диагностики поля морского волнения
Океанология 56(2):322-327
А. В. Гавриков, М. А. Криницкий, В. Г. Григорьева
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Формирование экстремально высоких турбулентных потоков тепла из океана в атмосферу в Северной Атлантике
Океанология 56(1):5-9
Н. Д. Тилинина, С. К. Гулев, А. В. Гавриков
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Изменчивость ветрового волнения в Северной Атлантике за зимы в период с 1979 по 2010 гг. по данным численного моделирования
Океанология 56(3):346-352
М. Ю. Маркина, А. В. Гавриков
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Anomalously strong bora over the Black Sea: Observations from space and numerical modeling
ISSN 00014338, Izvestiya, Atmospheric and Oceanic Physics, 2015, Vol. 51, No. 5, pp. 546–556.
Alexander Gavrikov, Andrei Yu Ivanov
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Moisture evolution in Atlantic cyclones
Russian Meteorology and Hydrology 32(11):683-690
Alexander Gavrikov