How complex climate networks complement eigen techniques for the statistical analysis of climatological data

Complex network analysis helps to identify impacts of the El Niño Southern Oscillation on moisture divergence in South America

(2014) Niklas Boers et al.   CLIMATE DYNAMICS

Complex networks for climate model evaluation with application to statistical versus dynamical modeling of South American climate

(2014) Jan H. Feldhoff et al.   CLIMATE DYNAMICS

Prediction of extreme floods in the eastern Central Andes based on a complex networks approach

(2014) N. Boers et al.   Nature Communications

Networks from Flows - From Dynamics to Topology

(2014) Nora Molkenthin et al.   Scientific Reports

Spatio-temporal network analysis for studying climate patterns

(2013) Ilias Fountalis et al.   CLIMATE DYNAMICS

A climate model intercomparison at the dynamics level

(2013) Karsten Steinhaeuser et al.   CLIMATE DYNAMICS

Non-linear dependence and teleconnections in climate data: sources, relevance, nonstationarity

(2013) Jaroslav Hlinka et al.   CLIMATE DYNAMICS

Interpretation of link fluctuations in climate networks during El Niño periods

(2013) E. A. Martin et al.   EPL

Complex networks identify spatial patterns of extreme rainfall events of the South American Monsoon System

(2013) Niklas Boers et al.   GEOPHYSICAL RESEARCH LETTERS

Interaction network based early warning indicators for the Atlantic MOC collapse

(2013) Mirjam van der Mheen et al.   GEOPHYSICAL RESEARCH LETTERS

Quantifying the Strength and Delay of Climatic Interactions: The Ambiguities of Cross Correlation and a Novel Measure Based on Graphical Models

(2013) Jakob Runge et al.   JOURNAL OF CLIMATE

Disentangling different types of El Niño episodes by evolving climate network analysis

(2013) Alexander Radebach et al.   PHYSICAL REVIEW E

Improved El Nino forecasting by cooperativity detection

(2013) J. Ludescher et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A graph-based approach to find teleconnections in climate data

(2013) Jaya Kawale et al.   Statistical Analysis and Data Mining

Visibility graph analysis of geophysical time series: Potentials and possible pitfalls

(2012) Reik V. Donner et al.   Acta Geophysica

Late Holocene Asian summer monsoon dynamics from small but complex networks of paleoclimate data

(2012) Kira Rehfeld et al.   CLIMATE DYNAMICS

Boundary effects in network measures of spatially embedded networks

(2012) Aljoscha Rheinwalt et al.   EPL

Structural evolution of the Tropical Pacific climate network

(2012) L.C. Carpi et al.   EUROPEAN PHYSICAL JOURNAL B

Node-weighted measures for complex networks with spatially embedded, sampled, or differently sized nodes

(2012) J. Heitzig et al.   EUROPEAN PHYSICAL JOURNAL B

Causal Discovery for Climate Research Using Graphical Models

(2012) Imme Ebert-Uphoff et al.   JOURNAL OF CLIMATE

Quantifying causal coupling strength: A lag-specific measure for multivariate time series related to transfer entropy

(2012) Jakob Runge et al.   PHYSICAL REVIEW E

Escaping the Curse of Dimensionality in Estimating Multivariate Transfer Entropy

(2012) Jakob Runge et al.   PHYSICAL REVIEW LETTERS

Geometric detection of coupling directions by means of inter-system recurrence networks

(2012) Jan H. Feldhoff et al.   PHYSICS LETTERS A

Three-dimensional air–sea interactions investigated with bilayer networks

(2012) Aixia Feng et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Stability of Climate Networks with Time

(2012) Y. Berezin et al.   Scientific Reports

An Overview of CMIP5 and the Experiment Design

(2011) Karl E. Taylor et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Inferring long memory processes in the climate network via ordinal pattern analysis

(2011) Marcelo Barreiro et al.   CHAOS

Analysis of spatial and temporal extreme monsoonal rainfall over South Asia using complex networks

(2011) Nishant Malik et al.   CLIMATE DYNAMICS

Multivariate and multiscale dependence in the global climate system revealed through complex networks

(2011) Karsten Steinhaeuser et al.   CLIMATE DYNAMICS

Investigating the topology of interacting networks

(2011) J. F. Donges et al.   EUROPEAN PHYSICAL JOURNAL B

Networks formed from interdependent networks

(2011) Jianxi Gao et al.   Nature Physics

Inner Composition Alignment for Inferring Directed Networks from Short Time Series

(2011) S. Hempel et al.   PHYSICAL REVIEW LETTERS

Emergence of El Niño as an Autonomous Component in the Climate Network

(2011) A. Gozolchiani et al.   PHYSICAL REVIEW LETTERS

Nonlinear detection of paleoclimate-variability transitions possibly related to human evolution

(2011) J. F. Donges et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Chaotic Properties of the Arctic Oscillation Index

(2011) Yoshito Hirata et al.   SOLA

Community structure and dynamics in climate networks

(2010) Anastasios A. Tsonis et al.   CLIMATE DYNAMICS

Evaluation of HOAPS-3 Ocean Surface Freshwater Flux Components

(2010) Axel Andersson et al.   Journal of Applied Meteorology and Climatology

Catastrophic cascade of failures in interdependent networks

(2010) Sergey V. Buldyrev et al.   NATURE

Recurrence networks—a novel paradigm for nonlinear time series analysis

(2010) Reik V Donner et al.   NEW JOURNAL OF PHYSICS

Satellite derived precipitation and freshwater flux variability and its dependence on the North Atlantic Oscillation

(2010) AXEL ANDERSSON et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science

(2010) Karsten Steinhaeuser et al.   Statistical Analysis and Data Mining

The backbone of the climate network

(2009) J. F. Donges et al.   EPL

Atmospheric teleconnections and flow regimes under future climate projections

(2009) D. Handorf et al.   European Physical Journal-Special Topics

Complex networks in climate dynamics

(2009) J. F. Donges et al.   European Physical Journal-Special Topics

Empirical Orthogonal Functions: The Medium is the Message

(2009) Adam H. Monahan et al.   JOURNAL OF CLIMATE

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Complex network approach for recurrence analysis of time series

(2009) Norbert Marwan et al.   PHYSICS LETTERS A

Climate Networks Based on Phase Synchronization Analysis Track El-Niño

(2009) Kazuko Yamasaki et al.   PROGRESS OF THEORETICAL PHYSICS SUPPLEMENT

Pattern of climate network blinking links follows El Niño events

(2008) A. Gozolchiani et al.   EPL

On the Role of Atmospheric Teleconnections in Climate

(2008) Anastasios A. Tsonis et al.   JOURNAL OF CLIMATE

Statistical Prediction of Weekly Tropical Cyclone Activity in the Southern Hemisphere

(2008) Anne Leroy et al.   MONTHLY WEATHER REVIEW

Networks of recurrent events, a theory of records, and an application to finding causal signatures in seismicity

(2008) Jörn Davidsen et al.   PHYSICAL REVIEW E

Topology and Predictability of El Niño and La Niña Networks

(2008) Anastasios A. Tsonis et al.   PHYSICAL REVIEW LETTERS

Climate Networks around the Globe are Significantly Affected by El Niño

(2008) K. Yamasaki et al.   PHYSICAL REVIEW LETTERS

Superfamily phenomena and motifs of networks induced from time series

(2008) X. Xu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

From time series to complex networks: The visibility graph

(2008) Lucas Lacasa et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA