Publications

2024
Bushuk M, Ali S, Bailey DA, Bao Q, Batté L, Bhatt US, Blanchard-Wrigglesworth E, Blockley E, Cawley G, Chi J, et al. Predicting September Arctic Sea Ice: A Multi-Model Seasonal Skill Comparison. Bulletin of the American Meteorological Society [Internet]. 2024. Publisher's Version
2023
Sudakow I, Savenkova E, Kondrashov D, Vakulenko SA, Sashina E. Diverse soil microbial communities may mitigate climate system bifurcation. Chaos, Solitons & Fractals [Internet]. 2023;177 :114273. Publisher's Version
Drozdov AY, Kondrashov D, Strounine K, Shprits YY. Reconstruction of electron radiation belts using data assimilation and machine learning. Frontiers in Astronomy and Space Sciences [Internet]. 2023;10. Publisher's Version
2022
Kondrashov D, Drozdov AY, Vech D, Malaspina DM. Prediction of plasmaspheric hiss spectral classes. Frontiers in Astronomy and Space Sciences [Internet]. 2022;9. Publisher's Version
2021
Agarwal N, Ryzhov EA, Kondrashov D, Berloff P. Correlation-based flow decomposition and statistical analysis of the eddy forcing. Journal of Fluid Mechanics [Internet]. 2021;924 :A5. Publisher's Version
Agarwal N, Kondrashov D, Dueben P, Ryzhov E, Berloff P. A Comparison of Data-Driven Approaches to Build Low-Dimensional Ocean Models. Journal of Advances in Modeling Earth Systems [Internet]. 2021;13 (9) :e2021MS002537. Publisher's Version
2020
Ryzhov EA, Kondrashov D, Agarwal N, McWilliams JC, Berloff P. On data-driven induction of the low-frequency variability in a coarse-resolution ocean model. Ocean Modelling [Internet]. 2020;153. Publisher's Version
Kondrashov D, Ryzhov EA, Berloff P. Data-adaptive harmonic analysis of oceanic waves and turbulent flows. Chaos [Internet]. 2020;30 (6). Publisher's Version
2019
Ryzhov EA, Kondrashov D, Agarwal N, Berloff PS. On data-driven augmentation of low-resolution ocean model dynamics. Ocean Modelling [Internet]. 2019;142 :101464. Publisher's Version
2018
Ghil M, Groth A, Kondrashov D, Robertson AW. Extratropical sub-seasonal to seasonal oscillations and multiple regimes: The dynamical systems view. Sub-seasonal to Seasonal Prediction: The Gap Between Weather and Climate Forecasting [Internet]. 2018 :119-142. Publisher's Version
Kondrashov D, Chekroun MD. Data-adaptive harmonic analysis and modeling of solar wind-magnetosphere coupling. Journal of Atmospheric and Solar-Terrestrial Physics [Internet]. 2018;177 :179-189. Publisher's Version
Kondrashov D, Chekroun MD, Ghil M. Data-adaptive harmonic decomposition and prediction of Arctic sea ice extent. Dynamics and Statistics of the Climate System [Internet]. 2018;3 (1). Publisher's Version
Kondrashov D, Chekroun M, Berloff P. Multiscale Stuart-Landau Emulators: Application to Wind-Driven Ocean Gyres. Fluids [Internet]. 2018;3 (1) :21. Publisher's Version
2017
Kondrashov D, Chekroun MD, Yuan X, Ghil M. Data-Adaptive Harmonic Decomposition and Stochastic Modeling of Arctic Sea Ice. In: Advances in Nonlinear Geosciences. Springer International Publishing ; 2017. pp. 179–205. Publisher's Version
Chekroun MD, Kondrashov D. Data-adaptive harmonic spectra and multilayer Stuart-Landau models. Chaos [Internet]. 2017;27 (9). Publisher's Version
Groth A, Feliks Y, Kondrashov D, Ghil M. Interannual Variability in the North Atlantic Ocean's Temperature Field and Its Association with the Wind Stress Forcing. Journal of Climate [Internet]. 2017;30 (7) :2655-2678. Publisher's Version
Boers N, Chekroun MD, Liu H, Kondrashov D, Rousseau D-D, Svensson A, Bigler M, Ghil M. Inverse stochastic-dynamic models for high-resolution Greenland ice core records. Earth System Dynamics [Internet]. 2017;8 (4) :1171-1190. Publisher's Version
2016
Greco G, Kondrashov D, Kobayashi S, Ghil M, Branchesi M, Guidorzi C, Stratta G, Ciszak M, Marino F, Ortolan A. Singular Spectrum Analysis for Astronomical Time Series: Constructing a Parsimonious Hypothesis Test. In: Napolitano NR, Longo G, Marconi M, Paolillo M, Iodice E Universe of Digital Sky Surveys: a Meeting to Honour the 70th Birthday of Massimo Capaccioli. Vol. 42. ; 2016. pp. 105-107. Publisher's Version
Kondrashov D, Chekroun MD, Ghil M. Comment on "Nonparametric forecasting of low-dimensional dynamical systems". Physical Review E [Internet]. 2016;93 (3). Publisher's Version
Merkin VG, Kondrashov D, Ghil M, Anderson BJ. Data assimilation of low-altitude magnetic perturbations into a global magnetosphere model. Space Weather-the International Journal of Research and Applications [Internet]. 2016;14 (2) :165-184. Publisher's Version

Pages