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Spectral analysis of climate dynamics with operator-theoretic approaches 期刊论文
Nature Communications, 2021
作者:  Froyland, Gary;  Giannakis, Dimitrios;  Lintner, Benjamin R.;  Pike, Maxwell;  Slawinska, Joanna
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/15
Predicting regional and pan-Arctic sea ice anomalies with kernel analog forecasting 期刊论文
CLIMATE DYNAMICS, 2019, 52: 5507-5525
作者:  Comeau, Darin;  Giannakis, Dimitrios;  Zhao, Zhizhen;  Majda, Andrew J.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
The Antarctic circumpolar wave and its seasonality: Intrinsic travelling modes and El Nino-Southern Oscillation teleconnections 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (2) : 1026-1040
作者:  Wang, Xinyang;  Giannakis, Dimitrios;  Slawinska, Joanna
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Antarctic circumpolar wave  ENSO teleconnections  seasonal cycle  spatio-temporal patterns  time series analysis  
EAGER: Data-driven Koopman Operator Techniques for Chaotic and Non-Autonomous Dynamical Systems 项目
项目编号：1842538； 经费：300000(USD)； 起止日期：2018 / dc_date_end
项目负责人:  Dimitrios Giannakis
收藏  |  浏览/下载：15/0  |  提交时间：2019/04/11
Indo-Pacific Variability on Seasonal to Multidecadal Time Scales. Part II: Multiscale Atmosphere-Ocean Linkages 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (2) : 693-725
作者:  Giannakis, Dimitrios;  Slawinska, Joanna
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Extraction and prediction of indices for monsoon intraseasonal oscillations: an approach based on nonlinear Laplacian spectral analysis 期刊论文
CLIMATE DYNAMICS, 2017, 49
作者:  Sabeerali, C. T.;  Ajayamohan, R. S.;  Giannakis, Dimitrios;  Majda, Andrew J.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Monsoon intraseasonal oscillations  Extended range prediction  Nonlinear Laplacian spectral analysis  NCEP CFSv2  
Indo-Pacific Variability on Seasonal to Multidecadal Time Scales. Part I: Intrinsic SST Modes in Models and Observations 期刊论文
JOURNAL OF CLIMATE, 2017, 30 (14)
作者:  Slawinska, Joanna;  Giannakis, Dimitrios
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
The Seasonality and Interannual Variability of Arctic Sea Ice Reemergence 期刊论文
JOURNAL OF CLIMATE, 2017, 30 (12)
作者:  Bushuk, Mitchell;  Giannakis, Dimitrios
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Kernel Analog Forecasting of Tropical Intraseasonal Oscillations 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2017, 74 (4)
作者:  Alexander, Romeo;  Zhao, Zhizhen;  Szekely, Eniko;  Giannakis, Dimitrios
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Data-driven prediction strategies for low-frequency patterns of North Pacific climate variability 期刊论文
CLIMATE DYNAMICS, 2017, 48
作者:  Comeau, Darin;  Zhao, Zhizhen;  Giannakis, Dimitrios;  Majda, Andrew J.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
North Pacific climate variability  PDO  Predictability  Dimension reduction