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Liu L, Galbrun E, Tang H, Kaakinen A, Zhang Z, Zhang Z, Žliobaitė I. The emergence of modern zoogeographic regions in Asia examined through climate-dental trait association patterns. Nat Commun 2023; 14:8194. [PMID: 38081824 PMCID: PMC10713550 DOI: 10.1038/s41467-023-43807-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 11/21/2023] [Indexed: 12/18/2023] Open
Abstract
The complex and contrasted distribution of terrestrial biota in Asia has been linked to active tectonics and dramatic climatic changes during the Neogene. However, the timings of the emergence of these distributional patterns and the underlying climatic and tectonic mechanisms remain disputed. Here, we apply a computational data analysis technique, called redescription mining, to track these spatiotemporal phenomena by studying the associations between the prevailing herbivore dental traits of mammalian communities and climatic conditions during the Neogene. Our results indicate that the modern latitudinal zoogeographic division emerged after the Middle Miocene climatic transition, and that the modern monsoonal zoogeographic pattern emerged during the late Late Miocene. Furthermore, the presence of a montane forest biodiversity hotspot in the Hengduan Mountains alongside Alpine fauna on the Tibetan Plateau suggests that the modern distribution patterns may have already existed since the Pliocene.
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Affiliation(s)
- Liping Liu
- Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, Helsinki, FI-00014, Finland.
- Department of Palaeobiology, The Swedish Museum of Natural History, P.O. Box 50007, Stockholm, SE-104 05, Sweden.
| | - Esther Galbrun
- School of Computing, University of Eastern Finland, Technopolis, Microkatu 1, Kuopio, FI-70210, Finland.
| | - Hui Tang
- Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, Helsinki, FI-00014, Finland
- Climate System Research Unit, Finnish Meteorological Institute, P.O. Box 503, Helsinki, FI-00101, Finland
- Department of Geosciences, University of Oslo, P.O. Box 1022, Oslo, NO-0315, Norway
| | - Anu Kaakinen
- Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, Helsinki, FI-00014, Finland
| | - Zhongshi Zhang
- Department of Atmospheric Science, School of Environmental Studies, China University of Geosciences, 388 Lumo Road, 430074, Wuhan, China
| | - Zijian Zhang
- Key Laboratory of Cenozoic Geology and Environment, Institute of Geology and Geophysics, Chinese Academy of Sciences, 19, Beitucheng Western Road, Chaoyang District, 100029, Beijing, China
| | - Indrė Žliobaitė
- Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, Helsinki, FI-00014, Finland
- Department of Computer Science, University of Helsinki, P.O. Box 68, University of Helsinki, FI-00014, Finland
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Mihelčić M. Redescription mining on data with background network information. Knowl Based Syst 2022. [DOI: 10.1016/j.knosys.2022.110109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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