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Interspecific networks in ground beetle (Coleoptera: Carabidae) assemblages
Institution:1. Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Albert-Einstein-Allee 41, D-89081 Ulm, Germany;2. Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Währinger Gürtel 18-20, A-1090 Vienna, Austria;3. Department of Internal Medicine I, Division of Endocrinology & Metabolism, Goethe University Hospital, Theodor-Stern-Kai 7, D-60590 Frankfurt am Main, Germany;4. Pediatric Endocrinology Division, Children''s Hospital, University of Bonn, Adenauerallee 119, D-53113 Bonn, Germany;5. Department of Pediatrics II, University Children''s Hospital Essen, Hufelandstraße 55, D-45147 Essen, Germany;6. Department of Internal Medicine II, Division of Endocrinology and Diabetology, University Hospital of Freiburg, Hugstetter Straße 49, D-79106 Freiburg, Germany;7. Department of Pediatrics, University of Bochum, Alexandrinenstraße 5, D-44791 Bochum, Germany;8. Department of Pediatrics I, Medical University of Innsbruck, Christoph Probst Platz 1, A-6020 Innsbruck, Austria;9. 3rd Medical Department, Hospital Hietzing, Wolkersbergenstraße 1, A-1130 Vienna, Austria;10. Department of Pediatrics, Hannover Medical School, Carl-Neuberg-Straße 1, D-30625 Hannover, Germany
Abstract:Although changes to interspecific relationships can significantly alter the composition of insect assemblages, they are often ignored when assessing impacts of environmental change. Long-term ground beetle data were used in this study to analyse ecological networks from three habitats at two sites in Scotland. A Bayesian Network inference algorithm was used to reveal interspecific relationships. The significance and strength of relationships between species (nodes) were estimated along with other network properties. Links were identified as positive relationships if co-occurrences of beetles correlated positively, and as negatives relationships if there was a negative correlation between the occurrences of the species. Most of the species had few links and only 10% of the nodes were connected with several links. Calathus fuscipes, a common carabid in the samples, was the most connected, with nine links to other species. More interspecific relationships were found to be positive than negative, with 48 and 23 links, respectively. The modular structure of the network was assessed and eight separate sub-networks were found. Habitat preferences of the species were clearly represented in the structure of the sets of those five sub-networks containing more than one species and were in line with the findings of the indicator species analysis. In our study, we showed that generated Bayesian networks can model interspecific relationships between carabid species. Due to the relative ease of the collection of field data and the high information content of the results, this method could be incorporated into everyday ecological analysis.
Keywords:Assemblage  Bayesian network  Community  Ecological network  Interspecific links  Modular system
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