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Data-driven prediction in dynamical systems: recent developments
In recent years, we have witnessed a significant shift toward ever-more complex and ever-
larger-scale systems in the majority of the grand societal challenges tackled in applied …
larger-scale systems in the majority of the grand societal challenges tackled in applied …
The geological record shows that abrupt changes in the Earth system can occur on
timescales short enough to challenge the capacity of human societies to adapt to …
timescales short enough to challenge the capacity of human societies to adapt to …
Exit time as a measure of ecological resilience
INTRODUCTION Financial markets may collapse, rainforest can shift to savanna, a person
can become trapped in a depression, and the Gulf Stream can come to a standstill. Such …
can become trapped in a depression, and the Gulf Stream can come to a standstill. Such …
Critical slowing down as early warning for the onset and termination of depression
About 17% of humanity goes through an episode of major depression at some point in their
lifetime. Despite the enormous societal costs of this incapacitating disorder, it is largely …
lifetime. Despite the enormous societal costs of this incapacitating disorder, it is largely …
Generic indicators of ecological resilience: inferring the chance of a critical transition
Ecological resilience is the ability of a system to persist in the face of perturbations. Although
resilience has been a highly influential concept, its interpretation has remained largely …
resilience has been a highly influential concept, its interpretation has remained largely …