Inter-Research > CR > v77 > n1 > p63-76  
CR
Climate Research


via Mailchimp

CR 77:63-76 (2019)  -  DOI: https://doi.org/10.3354/cr01543

East European chironomid-based calibration model for past summer temperature reconstructions

Tomi P. Luoto1,*, Bartosz Kotrys2, Mateusz Płóciennik3

1Faculty of Biological and Environmental Sciences, Ecosystems and Environment Research Programme, University of Helsinki, 15140 Lahti, Finland
2Polish Geological Institute - National Research Institute, Pomeranian Branch in Szczecin, 71-130 Szczecin, Poland
3Department of Invertebrate Zoology and Hydrobiology, Faculty of Biology and Environmental Protection, University of Lodz, 90-237 Lodz, Poland
*Corresponding author:

ABSTRACT: Understanding local patterns and large-scale processes in past climate necessitates a detailed network of temperature reconstructions. In this study, a merged temperature inference model using fossil chironomid (Diptera: Chironomidae) datasets from Finland and Poland was constructed to fill the lack of an applicable training set for East European sites. The developed weighted averaging partial least squares (WA-PLS) inference model showed favorable performance statistics, suggesting that the model can be useful for downcore reconstructions. The combined calibration model includes 212 sites, 142 taxa, and a temperature gradient of 11.3-20.1°C. The 2-component WA-PLS model has a cross-validated coefficient of determination of 0.88 and a root mean squared prediction error of 0.88°C. We tested the new East European temperature transfer function in chironomid stratigraphies from a Finnish high-resolution short-core sediment record and a Polish paleolake (Zábieniec) covering the past ~20000 yr. In the Finnish site, the chironomid-inferred temperatures correlated closely with the observed instrumental temperatures, showing improved accuracy compared to estimates by the original Finnish calibration model. In addition, the long-core reconstruction from the Polish site showed logical results in its general trends compared to existing knowledge on the past regional climate trends; however, it had distinct differences when compared with hemispheric climate oscillations. Hence, based on these findings, the new temperature model will enable more detailed examination of long-term temperature variability in Eastern Europe, and consequently, reliable identification of local and regional climate variability of the past.


KEY WORDS: Chironomidae · Climate reconstruction · Finland · Holocene · Late Glacial · Paleoclimate · Poland · Training set · Transfer function


Full text in pdf format 
Cite this article as: Luoto TP, Kotrys B, Płóciennik M (2019) East European chironomid-based calibration model for past summer temperature reconstructions. Clim Res 77:63-76. https://doi.org/10.3354/cr01543

Export citation
Mail this link - Contents Mailing Lists - RSS
Facebook - - linkedIn