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Nonlinear time series analysis of dissolved oxygen in the Orbetello Lagoon (Italy)

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  • Facchini, Angelo
  • Mocenni, Chiara
  • Marwan, Norbert
  • Vicino, Antonio
  • Tiezzi, Enzo

Abstract

In this paper, a nonlinear time series analysis of data representing dissolved oxygen collected in the Lagoon of Orbetello (Grosseto, Italy) is performed. A first biological inspection of the data shows that the coastal area is highly eutrophic and subject to unexpected phenomena, like anoxic and distrophic crises. We use the recurrence plots and the recurrence quantification analysis to show that, even if the time series are short and strongly nonstationary, it is possible to characterize the oscillations of dissolved oxygen and the oxygen crises in terms of nonlinear dynamical systems.

Suggested Citation

  • Facchini, Angelo & Mocenni, Chiara & Marwan, Norbert & Vicino, Antonio & Tiezzi, Enzo, 2007. "Nonlinear time series analysis of dissolved oxygen in the Orbetello Lagoon (Italy)," Ecological Modelling, Elsevier, vol. 203(3), pages 339-348.
    • Handle: RePEc:eee:ecomod:v:203:y:2007:i:3:p:339-348
    DOI: 10.1016/j.ecolmodel.2006.12.001
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    References listed on IDEAS

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    1. Zbilut, Joseph P. & Mitchell, Julie C. & Giuliani, Alessandro & Colosimo, Alfredo & Marwan, Norbert & Webber, Charles L., 2004. "Singular hydrophobicity patterns and net charge: a mesoscopic principle for protein aggregation/folding," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 343(C), pages 348-358.
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    Cited by:

    1. Konstantinos C. Makris & Pantelis Charisiadis & Thibaut Delplancke & Nikolaos Efthymiou & Alessandro Giuliani, 2022. "Diurnal Nonlinear Recurrence Metrics of Skin Temperature and Their Association with Metabolic Hormones in Contrasting Climate Settings: A Randomized Cross-Over Trial," IJERPH, MDPI, vol. 19(22), pages 1-15, November.
    2. Timothy R Brick & Allison L Gray & Angela D Staples, 2018. "Recurrence Quantification for the Analysis of Coupled Processes in Aging," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 73(1), pages 134-147.
    3. Sergii Piskun & Oleksandr Piskun & Dmitry Chabanenko, 2011. "RQA Application for the Monitoring of Financial and Commodity markets state," Papers 1112.0297, arXiv.org.
    4. Ioannis Andreadis & Athanasios D. Fragkou & Theodoros E. Karakasidis & Apostolos Serletis, 2023. "Nonlinear dynamics in Divisia monetary aggregates: an application of recurrence quantification analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-17, December.
    5. Chen, Wei-Shing, 2011. "Use of recurrence plot and recurrence quantification analysis in Taiwan unemployment rate time series," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(7), pages 1332-1342.

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