2016
DOI: 10.1073/pnas.1604978113
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Early warning signals of regime shifts in coupled human–environment systems

Abstract: In complex systems, a critical transition is a shift in a system's dynamical regime from its current state to a strongly contrasting state as external conditions move beyond a tipping point. These transitions are often preceded by characteristic early warning signals such as increased system variability. However, early warning signals in complex, coupled human-environment systems (HESs) remain little studied. Here, we compare critical transitions and their early warning signals in a coupled HES model to an equ… Show more

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Cited by 133 publications
(100 citation statements)
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“…These additional features could include Magnitude of Change (as well as Impact Severity), which is important to distinguish exceptional, infrequent but high-impact events, delineating tipping point change from other forms of change, and drawing policy attention. Work on Predictive Challenges is already progressing in SES with regard to early warning signals for regime shifts in ecosystems , Dakos et al 2012, Bauch et al 2016 and could be expanded to STPs.…”
Section: Discussionmentioning
confidence: 99%
“…These additional features could include Magnitude of Change (as well as Impact Severity), which is important to distinguish exceptional, infrequent but high-impact events, delineating tipping point change from other forms of change, and drawing policy attention. Work on Predictive Challenges is already progressing in SES with regard to early warning signals for regime shifts in ecosystems , Dakos et al 2012, Bauch et al 2016 and could be expanded to STPs.…”
Section: Discussionmentioning
confidence: 99%
“…where k is the sampling rate and U is the payoff difference between the two strategies. This equation is derived elsewhere and is used in other socio-ecological and socioepidemiological models ( Bauch, 2005;Bauch et al, 2016;Henderson et al, 2016;Oraby et al, 2014 ). The augmented system of differential equations representing the coupled social-epidemiological SI 1 I 2 RX model with adaptive human behaviour is therefore given by:…”
Section: Modelmentioning
confidence: 99%
“…Much research effort has been expended in the search for early warning signals of declining resilience and tipping points as measured in the frequency domain, such as critical slowing down and flickering (Scheffer et al, ). However, these remain contentious (Bauch, Sigdel, Pharaon, & Anand, ; Ditlevsen & Johnsen, ; Hastings & Wysham, ; Kéfi, Dakos, Scheffer, Van Nes, & Rietkerk, ) and prove elusive in ecological records constrained by sparse temporal data, high data noise and low resolution (Wang et al, ). In contrast, few studies of changes in ecosystem structure have measured the network domain, even though theory predicts that losses of ecosystem resilience should always be associated with structural changes in species associations (Scheffer et al, ; Strogatz, ).…”
Section: Introductionmentioning
confidence: 99%