Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package

Complex network based techniques to identify extreme events and (sudden) transitions in spatio-temporal systems

(2015) Norbert Marwan et al.   CHAOS

Non-linear time series analysis of precipitation events using regional climate networks for Germany

(2015) Aljoscha Rheinwalt et al.   CLIMATE DYNAMICS

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

(2015) Jonathan F. Donges et al.   CLIMATE DYNAMICS

Indications for a North Atlantic ocean circulation regime shift at the onset of the Little Ice Age

(2015) C.-F. Schleussner et al.   CLIMATE DYNAMICS

Local Difference Measures between Complex Networks for Dynamical System Model Evaluation

(2015) Stefan Lange et al.   PLoS One

Identifying causal gateways and mediators in complex spatio-temporal systems

(2015) Jakob Runge et al.   Nature Communications

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

Node-weighted measures for complex networks with directed and weighted edges for studying continental moisture recycling

(2014) D. C. Zemp et al.   EPL

The South American rainfall dipole: A complex network analysis of extreme events

(2014) Niklas Boers et al.   GEOPHYSICAL RESEARCH LETTERS

Deep ocean early warning signals of an Atlantic MOC collapse

(2014) Qing Yi Feng et al.   GEOPHYSICAL RESEARCH LETTERS

Characterization of dynamical systems under noise using recurrence networks: Application to simulated and EEG data

(2014) Narayan Puthanmadam Subramaniyam et al.   PHYSICS LETTERS A

The structure and dynamics of multilayer networks

(2014) S. Boccaletti et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Very early warning of next El Niño

(2014) Josef Ludescher et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Networks from Flows - From Dynamics to Topology

(2014) Nora Molkenthin et al.   Scientific Reports

Classifying healthy women and preeclamptic patients from cardiovascular data using recurrence and complex network methods

(2013) G.M. Ramírez Ávila et al.   AUTONOMIC NEUROSCIENCE-BASIC & CLINICAL

Statistical Mechanics and Information-Theoretic Perspectives on Complexity in the Earth System

(2013) Georgios Balasis et al.   Entropy

Reliability of Inference of Directed Climate Networks Using Conditional Mutual Information

(2013) Jaroslav Hlinka et al.   Entropy

Geometric signature of complex synchronisation scenarios

(2013) J. H. Feldhoff et al.   EPL

Testing time series irreversibility using complex network methods

(2013) Jonathan F.Donges et al.   EPL

Node-weighted interacting network measures improve the representation of real-world complex systems

(2013) M. Wiedermann et al.   EPL

Interaction network based early warning indicators for the Atlantic MOC collapse

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

Are North Atlantic multidecadal SST anomalies westward propagating?

(2013) Qing Yi Feng 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

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

Power-laws in recurrence networks from dynamical systems

(2012) Y. Zou et al.   EPL

Boundary effects in network measures of spatially embedded networks

(2012) Aljoscha Rheinwalt et al.   EPL

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

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

Time series irreversibility: a visibility graph approach

(2012) L. Lacasa et al.   EUROPEAN PHYSICAL JOURNAL B

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

(2012) Jakob Runge et al.   PHYSICAL REVIEW E

Analytical framework for recurrence network analysis of time series

(2012) Jonathan F. Donges 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

Temporal networks

(2012) Petter Holme et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Development and Disintegration of Maya Political Systems in Response to Climate Change

(2012) D. J. Kennett et al.   SCIENCE

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

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

(2011) Nishant Malik et al.   CLIMATE DYNAMICS

Python for Scientists and Engineers

(2011) K. Jarrod Millman et al.   COMPUTING IN SCIENCE & ENGINEERING

The NumPy Array: A Structure for Efficient Numerical Computation

(2011) Stéfan van der Walt et al.   COMPUTING IN SCIENCE & ENGINEERING

A 4-Ma record of thermal evolution in the tropical western Pacific and its implications on climate change

(2011) Li Li et al.   EARTH AND PLANETARY SCIENCE LETTERS

Investigating the topology of interacting networks

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

The geometry of chaotic dynamics — a complex network perspective

(2011) R. V. Donner et al.   EUROPEAN PHYSICAL JOURNAL B

Bistability of the Atlantic overturning circulation in a global climate model and links to ocean freshwater transport

(2011) E. Hawkins et al.   GEOPHYSICAL RESEARCH LETTERS

INFERRING INDIRECT COUPLING BY MEANS OF RECURRENCES

(2011) Y. ZOU et al.   INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS

RECURRENCE-BASED TIME SERIES ANALYSIS BY MEANS OF COMPLEX NETWORK METHODS

(2011) REIK V. DONNER et al.   INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS

Networks formed from interdependent networks

(2011) Jianxi Gao et al.   Nature Physics

Momentary information transfer as a coupling measure of time series

(2011) Bernd Pompe et al.   PHYSICAL REVIEW E

Graphical modelling of multivariate time series

(2011) Michael Eichler   PROBABILITY THEORY AND RELATED FIELDS

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

Identifying complex periodic windows in continuous-time dynamical systems using recurrence-based methods

(2010) Yong Zou et al.   CHAOS

Cython: The Best of Both Worlds

(2010) Stefan Behnel et al.   COMPUTING IN SCIENCE & ENGINEERING

Seven million years of wind and precipitation variability on the Chinese Loess Plateau

(2010) Youbin Sun et al.   EARTH AND PLANETARY SCIENCE LETTERS

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

Spatial networks

(2010) Marc Barthélemy   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Tropical Ocean Temperatures Over the Past 3.5 Million Years

(2010) T. D. Herbert et al.   SCIENCE

CGV—An interactive graph visualization system

(2009) Christian Tominski et al.   COMPUTERS & GRAPHICS-UK

The visibility graph: A new method for estimating the Hurst exponent of fractional Brownian motion

(2009) L. Lacasa et al.   EPL

The backbone of the climate network

(2009) J. F. Donges et al.   EPL

Complex networks in climate dynamics

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

Warm Pool and Cold Tongue El Niño Events as Simulated by the GFDL 2.1 Coupled GCM

(2009) Jong-Seong Kug et al.   JOURNAL OF CLIMATE

A safe operating space for humanity

(2009) Johan Rockström et al.   NATURE

Mid-Pliocene climate change amplified by a switch in Indonesian subsurface throughflow

(2009) Cyrus Karas et al.   Nature Geoscience

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

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

A network analysis of the Chinese stock market

(2009) Wei-Qiang Huang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Horizontal visibility graphs: Exact results for random time series

(2009) B. Luque et al.   PHYSICAL REVIEW E

Complex network approach for recurrence analysis of time series

(2009) Norbert Marwan et al.   PHYSICS LETTERS A

Degree distributions of the visibility graphs mapped from fractional Brownian motions and multifractal random walks

(2009) Xiao-Hui Ni et al.   PHYSICS LETTERS A

Confidence bounds of recurrence-based complexity measures

(2009) Stefan Schinkel et al.   PHYSICS LETTERS A

Community detection in graphs

(2009) Santo Fortunato   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Pattern of climate network blinking links follows El Niño events

(2008) A. Gozolchiani et al.   EPL

A historical review of recurrence plots

(2008) N. Marwan   European Physical Journal-Special Topics

On the Role of Atmospheric Teleconnections in Climate

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

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

Tipping elements in the Earth's climate system

(2008) T. M. Lenton et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA