134 citations · 301 across the 4 of their papers we have counts for
4 papers
Using Network Theory and Machine Learning to predict El Niño
Peter D. Nooteboom, Qing Yi Feng, Cristóbal López +2
The skill of current predictions of the warm phase of the El Niño Southern Oscillation (ENSO) reduces significantly beyond a lag of six months. In this paper, we aim to increase th…
Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package
Jonathan F. Donges, Jobst Heitzig, Boyan Beronov +9
We introduce the \texttt{pyunicorn} (Pythonic unified complex network and recurrence analysis toolbox) open source software package for applying and combining modern methods of dat…
A Climate Network Based Stability Index for El Niño Variability
Qing Yi Feng, Henk A. Dijkstra
Most of the existing prediction methods gave a false alarm regarding the El Niño event in 2014. A crucial aspect is currently limiting the success of such predictions, i.e. the sta…
Deep ocean early warning signals of an Atlantic MOC collapse
Qing Yi Feng, Jan P. Viebahn, Henk A. Dijkstra
The Atlantic Meridional Overturning Circulation (MOC) is a crucial part of the climate system because of its associated northward heat transport. The present-day MOC is sensitive t…