Critical transitions and their early warning signals in thermoacoustic systems
Many complex systems undergo critical transitions. A thermoacoustic system is one such
system which exhibits a catastrophic transition to a state of oscillatory instability known as …
system which exhibits a catastrophic transition to a state of oscillatory instability known as …
Complex network analysis of time series
Revealing complicated behaviors from time series constitutes a fundamental problem of
continuing interest and it has attracted a great deal of attention from a wide variety of fields …
continuing interest and it has attracted a great deal of attention from a wide variety of fields …
Network-based forecasting of climate phenomena
J Ludescher, M Martin, N Boers… - Proceedings of the …, 2021 - National Acad Sciences
Network theory, as emerging from complex systems science, can provide critical predictive
power for mitigating the global warming crisis and other societal challenges. Here we …
power for mitigating the global warming crisis and other societal challenges. Here we …
Event coincidence analysis for quantifying statistical interrelationships between event time series: On the role of flood events as triggers of epidemic outbreaks
JF Donges, CF Schleussner, JF Siegmund… - The European Physical …, 2016 - Springer
Studying event time series is a powerful approach for analyzing the dynamics of complex
dynamical systems in many fields of science. In this paper, we describe the method of event …
dynamical systems in many fields of science. In this paper, we describe the method of event …
An overview of climate change over South Asia: observations, projections, and recent advances
South Asia is among the most populous regions of the earth, which houses fast-developing
economies. The unique geographical settings and socioeconomic–demographic structure of …
economies. The unique geographical settings and socioeconomic–demographic structure of …
Tipping elements of the Indian monsoon: Prediction of onset and withdrawal
V Stolbova, E Surovyatkina… - Geophysical …, 2016 - Wiley Online Library
Forecasting the onset and withdrawal of the Indian summer monsoon is crucial for the life
and prosperity of more than one billion inhabitants of the Indian subcontinent. However …
and prosperity of more than one billion inhabitants of the Indian subcontinent. However …
Review of complex networks application in hydroclimatic extremes with an implementation to characterize spatio-temporal drought propagation in continental USA
G Konapala, A Mishra - Journal of Hydrology, 2017 - Elsevier
The quantification of spatio-temporal hydroclimatic extreme events is a key variable in water
resources planning, disaster mitigation, and preparing climate resilient society. However …
resources planning, disaster mitigation, and preparing climate resilient society. However …
Using network theory and machine learning to predict El Niño
PD Nooteboom, QY Feng, C López… - Earth System …, 2018 - esd.copernicus.org
The skill of current predictions of the warm phase of the El Niño Southern Oscillation (ENSO)
reduces significantly beyond a lag time of 6 months. In this paper, we aim to increase this …
reduces significantly beyond a lag time of 6 months. In this paper, we aim to increase this …
[图书][B] Networks in climate
Over the last two decades the complex network paradigm has proven to be a fruitful tool for
the investigation of complex systems in many areas of science; for example, the Internet …
the investigation of complex systems in many areas of science; for example, the Internet …
Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package
We introduce the pyunicorn (Pythonic unified complex network and recurrence analysis
toolbox) open source software package for applying and combining modern methods of data …
toolbox) open source software package for applying and combining modern methods of data …