Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes

The water chemistry of lake systems on the edge of the Antarctic continent responds quickly to changes in the moisture balance. This is expressed as increasing salinity and decreasing lake water level during dry periods, and the opposite during wet periods. The diatom composition of the lakes also c...

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Main Authors: Verleyen, E, Hodgson, DA, Vyverman, W, Roberts, D, McMinn, A, Vanhoutte, K, Sabbe, K
Format: Article in Journal/Newspaper
Language:English
Published: Kluwer Academic Publishers 2003
Subjects:
Online Access:https://doi.org/10.1023/A:1025570904093
http://ecite.utas.edu.au/29147
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record_format openpolar
spelling ftunivtasecite:oai:ecite.utas.edu.au:29147 2023-05-15T14:03:54+02:00 Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes Verleyen, E Hodgson, DA Vyverman, W Roberts, D McMinn, A Vanhoutte, K Sabbe, K 2003 https://doi.org/10.1023/A:1025570904093 http://ecite.utas.edu.au/29147 en eng Kluwer Academic Publishers http://dx.doi.org/10.1023/A:1025570904093 Verleyen, E and Hodgson, DA and Vyverman, W and Roberts, D and McMinn, A and Vanhoutte, K and Sabbe, K, Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes, Journal of Paleolimnology, 30, (2) pp. 195-215. ISSN 0921-2728 (2003) [Refereed Article] http://ecite.utas.edu.au/29147 Biological Sciences Ecology Palaeoecology Refereed Article PeerReviewed 2003 ftunivtasecite https://doi.org/10.1023/A:1025570904093 2019-12-13T21:09:21Z The water chemistry of lake systems on the edge of the Antarctic continent responds quickly to changes in the moisture balance. This is expressed as increasing salinity and decreasing lake water level during dry periods, and the opposite during wet periods. The diatom composition of the lakes also changes with these fluctuations in salinity and lake water depth. This is important, as their siliceous remains become incorporated into lake sediments and can provide long-term records of past salinity using transfer functions. In order to develop transfer functions, diatoms and water chemistry data were inter-calibrated from five different East Antarctic oases, namely the Larsemann Hills, the Blingen Islands, the Vestfold Hills, the Rauer Islands and the Windmill Islands. Results indicate that salinity is the most important environmental variable explaining the variance in the diatom flora in East Antarctic lakes. In oligo- saline lakes the variance is mainly explained by lake water depth. This dataset was used to construct a weighted averaging transfer function for salinity in order to infer historical changes in the moisture balance. This model has a jack-knifed r2 of 0.83 and a RMSEP of 0.31. The disadvantage of this transfer function is that salinity changes in oligo-saline lakes are reconstructed inaccurately due to the 'edge effect' and due to the low species turnover along the salinity gradient at its lower end. In order to infer changes in the moisture balance in these lakes, a second transfer function using weighted averaging partial least squares (with two components) for depth was constructed. This model has a jack-knifed r 2 of 0.76 and a RMSEP of 0.22. Both transfer functions can be used to infer climate driven changes in the moisture balance in lake sediment cores from oligo-, hypo-, meso- and hyper-saline lakes in East Antarctic oases between 102-75E. The transfer function for lake water depth is promising to track trends in the moisture balance of small freshwater lakes, where changes in shallow and deep-water sediments are readily reflected in changing diatom composition. Article in Journal/Newspaper Antarc* Antarctic Rauer Islands Windmill Islands eCite UTAS (University of Tasmania) Antarctic Larsemann Hills ENVELOPE(76.217,76.217,-69.400,-69.400) Rauer Islands ENVELOPE(77.833,77.833,-68.850,-68.850) The Antarctic Vestfold Vestfold Hills Windmill Islands ENVELOPE(110.417,110.417,-66.350,-66.350)
institution Open Polar
collection eCite UTAS (University of Tasmania)
op_collection_id ftunivtasecite
language English
topic Biological Sciences
Ecology
Palaeoecology
spellingShingle Biological Sciences
Ecology
Palaeoecology
Verleyen, E
Hodgson, DA
Vyverman, W
Roberts, D
McMinn, A
Vanhoutte, K
Sabbe, K
Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes
topic_facet Biological Sciences
Ecology
Palaeoecology
description The water chemistry of lake systems on the edge of the Antarctic continent responds quickly to changes in the moisture balance. This is expressed as increasing salinity and decreasing lake water level during dry periods, and the opposite during wet periods. The diatom composition of the lakes also changes with these fluctuations in salinity and lake water depth. This is important, as their siliceous remains become incorporated into lake sediments and can provide long-term records of past salinity using transfer functions. In order to develop transfer functions, diatoms and water chemistry data were inter-calibrated from five different East Antarctic oases, namely the Larsemann Hills, the Blingen Islands, the Vestfold Hills, the Rauer Islands and the Windmill Islands. Results indicate that salinity is the most important environmental variable explaining the variance in the diatom flora in East Antarctic lakes. In oligo- saline lakes the variance is mainly explained by lake water depth. This dataset was used to construct a weighted averaging transfer function for salinity in order to infer historical changes in the moisture balance. This model has a jack-knifed r2 of 0.83 and a RMSEP of 0.31. The disadvantage of this transfer function is that salinity changes in oligo-saline lakes are reconstructed inaccurately due to the 'edge effect' and due to the low species turnover along the salinity gradient at its lower end. In order to infer changes in the moisture balance in these lakes, a second transfer function using weighted averaging partial least squares (with two components) for depth was constructed. This model has a jack-knifed r 2 of 0.76 and a RMSEP of 0.22. Both transfer functions can be used to infer climate driven changes in the moisture balance in lake sediment cores from oligo-, hypo-, meso- and hyper-saline lakes in East Antarctic oases between 102-75E. The transfer function for lake water depth is promising to track trends in the moisture balance of small freshwater lakes, where changes in shallow and deep-water sediments are readily reflected in changing diatom composition.
format Article in Journal/Newspaper
author Verleyen, E
Hodgson, DA
Vyverman, W
Roberts, D
McMinn, A
Vanhoutte, K
Sabbe, K
author_facet Verleyen, E
Hodgson, DA
Vyverman, W
Roberts, D
McMinn, A
Vanhoutte, K
Sabbe, K
author_sort Verleyen, E
title Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes
title_short Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes
title_full Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes
title_fullStr Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes
title_full_unstemmed Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes
title_sort modelling diatom responses to climate induced fluctuations in the moisture balance in continental antarctic lakes
publisher Kluwer Academic Publishers
publishDate 2003
url https://doi.org/10.1023/A:1025570904093
http://ecite.utas.edu.au/29147
long_lat ENVELOPE(76.217,76.217,-69.400,-69.400)
ENVELOPE(77.833,77.833,-68.850,-68.850)
ENVELOPE(110.417,110.417,-66.350,-66.350)
geographic Antarctic
Larsemann Hills
Rauer Islands
The Antarctic
Vestfold
Vestfold Hills
Windmill Islands
geographic_facet Antarctic
Larsemann Hills
Rauer Islands
The Antarctic
Vestfold
Vestfold Hills
Windmill Islands
genre Antarc*
Antarctic
Rauer Islands
Windmill Islands
genre_facet Antarc*
Antarctic
Rauer Islands
Windmill Islands
op_relation http://dx.doi.org/10.1023/A:1025570904093
Verleyen, E and Hodgson, DA and Vyverman, W and Roberts, D and McMinn, A and Vanhoutte, K and Sabbe, K, Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes, Journal of Paleolimnology, 30, (2) pp. 195-215. ISSN 0921-2728 (2003) [Refereed Article]
http://ecite.utas.edu.au/29147
op_doi https://doi.org/10.1023/A:1025570904093
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