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Giovanni Zurlini Norbert Marwan Teodoro Semeraro K. Bruce Jones Roberta Aretano Maria Rita Pasimeni Donatella Valente Christian Mulder Irene Petrosillo 《Landscape Ecology》2018,33(9):1617-1631
Context
Socio-ecological landscapes typically characterized by non-linear dynamics in space and time are difficult to be analyzed using standard quantitative methods, due to multiple processes interacting on different spatial and temporal scales. This poses a challenge to the identification of appropriate approaches for analyzing time series that can evaluate system properties of landscape dynamics in the face of disturbances, such as uncontrolled fires.Objective
The purpose is the application of non-linear methods such as recurrence quantification analysis (RQA) to landscape ecology. The examples concern the time series of burnt and unburnt Mediterranean rangelands, to highlight potential and limits of RQA.Methods
We used RQA together with joint recurrence analysis (JRA) to compare the evolutionary behavior of different land uses.Results
Time series of forests and grasslands in rangelands present both periodic and chaotic components with a rather similar behavior after the fire and clear transitions from less to more regular/predictable dynamics/succession. Results highlight the impacts of fire, the recovery capacity of land covers to pre-burnt levels, and the decay of synchronization towards the previous regime associated with vegetation secondary succession consistent with early successional species.Conclusions
RQA and JRA with their set of indices (recurrence rate: RR, laminarity: LAM, determinism: DET, and divergence: DIV) can represent new sensitive measures that may monitor the adaptive capacity and the resilience of landscapes. However, future applications are needed to standardize the analysis by strengthening the accuracy of this approach in describing the ongoing transformations of natural and man-managed landscapes.2.
Petrosillo Irene Valente Donatella Pasimeni Maria Rita Aretano Roberta Semeraro Teodoro Zurlini Giovanni 《Landscape Ecology》2019,34(10):2213-2228
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