Science Advances · 2023 · 69 citations · 85 references
Natural SciencesEarth SciencesEnvironmental SciencesAtmospheric DynamicsAtmospheric ScienceClimatologyClimate DynamicsDeforestationDroughtLand-atmosphere InteractionsMonsoon DynamicsMonsoon SystemsCoupled Vegetation ModelsDeforestation-climate InteractionsMonsoon CirculationMonsoon Land-atmosphere CouplingMonsoon-driven CirculationNonlinear Dynamical SystemsSouth American MonsoonVegetation Transition Models
The Amazon rainforest is threatened by land-use change and increasing drought and fire frequency. Studies suggest an abrupt dieback of large parts of the rainforest after partial forest loss, but the critical threshold, underlying mechanisms, and possible impacts of forest degradation on the monsoon circulation remain uncertain. Here, we use a nonlinear dynamical model of the moisture transport and recycling across the Amazon to identify several precursor signals for a critical transition in the coupled atmosphere-vegetation dynamics. Guided by our simulations, we reveal both statistical and physical precursor signals of an approaching critical transition in reanalysis and observational data. In accordance with our model results, we attribute these characteristic precursor signals to the nearing of a critical transition of the coupled Amazon atmosphere-vegetation system induced by forest loss due to deforestation, droughts, and fires. The transition would lead to substantially drier conditions, under which the rainforest could likely not be maintained.
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Hans Hersbach, Bill Bell, Paul Berrisford et al. · Quarterly Journal of the Royal Meteorological Society · 2020 · 30.4K citations · Full text
Testing for nonlinearity in time series: the method of surrogate data
James Theiler, Stephen Eubank, André Longtin et al. · Physica D Nonlinear Phenomena · 1992 · 3.8K citations
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Natural Sciences, Earth Sciences, Environmental Sciences +17