1. Classifying past climate change in the Chew Bahir basin, southern Ethiopia, using recurrence quantification analysis
- Author
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Verena Foerster, Frank Schaebitz, Hauke Kraemer, Martin H. Trauth, Walter Duesing, Asfawossen Asrat, Mark A. Maslin, and Norbert Marwan
- Subjects
Atmospheric Science ,010504 meteorology & atmospheric sciences ,Pleistocene ,Climate change ,Biosphere ,Sediment ,Structural basin ,010502 geochemistry & geophysics ,01 natural sciences ,Recurrence quantification analysis ,Climatology ,Precipitation ,Physical geography ,Holocene ,Geology ,0105 earth and related environmental sciences - Abstract
The Chew Bahir Drilling Project (CBDP) aims to test possible linkages between climate and evolution in Africa through the analysis of sediment cores that have recorded environmental changes in the Chew Bahir basin. In this statistical project we consider the Chew Bahir palaeolake to be a dynamical system consisting of interactions between its different components, such as the waterbody, the sediment beneath lake, and the organisms living within and around the lake. Recurrence is a common feature of such dynamical systems, with recurring patterns in the state of the system reflecting typical influences. Identifying and defining these influences contributes significantly to our understanding of the dynamics of the system. Different recurring changes in precipitation, evaporation, and wind speed in the Chew Bahir basin could result in similar (but not identical) conditions in the lake (e.g., depth and area of the lake, alkalinity and salinity of the lake water, species assemblages in the water body, and diagenesis in the sediments). Recurrence plots (RPs) are graphic displays of such recurring states within a system. Measures of complexity were subsequently introduced to complement the visual inspection of recurrence plots, and provide quantitative descriptions for use in recurrence quantification analysis (RQA). We present and discuss herein results from an RQA on the environmental record from six short (
- Published
- 2019