Publications

2024

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

DOI: 10.3103/S0027134923070159

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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

DOI: 10.3103/S0027134923070275

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2023

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

DOI: 10.3103/S0027134923070159

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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

DOI: 10.3390/cli11100200

Methods of Identification Coherent Structures in Atmospheric Numerical Data

Environmental Sciences Proceedings, 2023, 26(1), 198

Vasilisa Koshkina, Alexander Gavrikov and Mikhail Krinitskiy

DOI: 10.3390/environsciproc2023026198

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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

DOI: 10.1134/S0001433823040151

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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

DOI: 10.3390/rs15143493

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

DOI: 10.3390/rs15071720

2022

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

DOI: 10.1007/s10546-022-00751-4

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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

DOI: 10.3390/rs14225837

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

DOI: 10.2205/2022ES01SI11

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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

DOI: 10.1134/S0001437022030055

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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

DOI: 10.1175/JHM-D-20-0266.1

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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

DOI: 10.1088/1755-1315/1023/1/012009

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2021

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

DOI: 10.1038/s41561-021-00859-1

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

DOI: 10.1134/S000143702103005X

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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

DOI: 10.1029/2020JC016317

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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

DOI: 10.1007/s10584-021-03052-w

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

DOI: 10.22323/1.410.0005

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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

DOI: 10.1134/S0001437020060041

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.

DOI: 10.1088/1757-899X/1079/3/032086

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.

DOI: 10.1088/1755-1315/666/3/032039

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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

DOI: 10.1007/s00704-021-03577-1

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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

DOI: 10.1029/2020JC016710

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

DOI: 10.1029/2020JC016498

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

DOI: 10.1016/j.procs.2021.04.209

2020

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.

DOI: 10.3389/feart.2020.00149

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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

DOI: 10.1088/1755-1315/606/1/012056

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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

DOI: 10.1088/1755-1315/606/1/012011

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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

DOI: 10.1007/s00382-020-05434-9

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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

DOI: 10.1088/1755-1315/606/1/012066

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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

DOI: 10.5194/gmd-2019-272

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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

DOI: 10.1111/nyas.14337

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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

DOI: 10.1134/S0001437020010130

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

DOI: 10.31857/S0030157420050184

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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

DOI: 10.1038/s41560-020-0580-2

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

DOI: 10.1175/JAMC-D-19-0190.1

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Detection Uncertainty Matters for Understanding Atmospheric Rivers

BAMS

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

DOI: 10.1175/BAMS-D-19-0348.1

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2019

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

DOI: 10.1007/s10546-019-00469-w

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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

DOI: 10.3389/fmars.2019.00430

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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

DOI: 10.3389/fmars.2019.00441

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Numerical solutions of the singular vortex problem

Phys. Fluids 31, 066602 (2019)

Kravtsov S. and G. Reznik

DOI: 10.1063/1.5099896

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.

DOI: 10.1051/e3sconf/20199705049

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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

DOI: 10.1175/JHM-D-18-0200.1

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Variability and Changes of the Growing Season Length and Frost Days Number in Russian sub-Arctic

GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY. 2019;12(1):13-22

Zveryaev I.I., Arkhipkin A.V.

DOI: 10.24057/2071-9388-2018-55

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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.

DOI: 10.1007/978-3-030-11533-3_43

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

DOI: 10.1088/1748-9326/aafb82

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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

DOI: 10.1134/S0001437019040131

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

DOI: 10.1007/s00382-019-04677-5

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

DOI: 10.1088/1755-1315/231/1/012050

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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

DOI: 10.1175/JCLI-D-18-0595.1

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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

DOI: 10.1029/2018JD028642

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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

DOI: 10.1088/1755-1315/231/1/012035

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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

DOI: 10.1088/1755-1315/231/1/012018

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2018

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

DOI: 10.1088/1748-9326/aae43c

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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

DOI: 10.3390/atmos9110426

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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

DOI: 10.1175/MWR-D-17-0291.1

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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

DOI: 10.1007/s00382-018-4134-2

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

DOI: 10.2205/2018ES000638

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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

DOI: 10.1007/s10236-018-1215-z

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2017

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

DOI: 10.1088/1755-1315/96/1/012003

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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

DOI: 10.1134/S0001437017020047

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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

DOI: 10.1134/S0001437017020060

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2016

Wave climate variability in the North Atlantic in recent decades in the winter period using numerical modeling

Oceanology 56(3):320-325