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, Elie, Hodgson, Dominic A., Vyverman, Wim, Roberts, Donna, McMinn, Andrew, Vanhoutte, Koenraad, Sabbe, Koen
Format: Article in Journal/Newspaper
Language:unknown
Published: Kluwer Academic Publications 2003
Subjects:
Online Access:http://nora.nerc.ac.uk/id/eprint/13004/
id ftnerc:oai:nora.nerc.ac.uk:13004
record_format openpolar
spelling ftnerc:oai:nora.nerc.ac.uk:13004 2023-05-15T13:45:11+02:00 Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes Verleyen, Elie Hodgson, Dominic A. Vyverman, Wim Roberts, Donna McMinn, Andrew Vanhoutte, Koenraad Sabbe, Koen 2003 http://nora.nerc.ac.uk/id/eprint/13004/ unknown Kluwer Academic Publications Verleyen, Elie; Hodgson, Dominic A. orcid:0000-0002-3841-3746 Vyverman, Wim; Roberts, Donna; McMinn, Andrew; Vanhoutte, Koenraad; Sabbe, Koen. 2003 Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes. Journal of Paleolimnology, 30 (2). 195-215. https://doi.org/10.1023/A:1025570904093 <https://doi.org/10.1023/A:1025570904093> Earth Sciences Chemistry Publication - Article PeerReviewed 2003 ftnerc https://doi.org/10.1023/A:1025570904093 2023-02-04T19:28:22Z 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 Bolingen 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 r(2) 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 102-758degreesE. The transfer function for lake water depth is promising to track trends in the moisture balance of small freshwater lakes, where changes in ... Article in Journal/Newspaper Antarc* Antarctic Rauer Islands Windmill Islands Natural Environment Research Council: NERC Open Research Archive Antarctic Bolingen Islands ENVELOPE(75.696,75.696,-69.532,-69.532) 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 Natural Environment Research Council: NERC Open Research Archive
op_collection_id ftnerc
language unknown
topic Earth Sciences
Chemistry
spellingShingle Earth Sciences
Chemistry
Verleyen, Elie
Hodgson, Dominic A.
Vyverman, Wim
Roberts, Donna
McMinn, Andrew
Vanhoutte, Koenraad
Sabbe, Koen
Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes
topic_facet Earth Sciences
Chemistry
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 Bolingen 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 r(2) 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 102-758degreesE. The transfer function for lake water depth is promising to track trends in the moisture balance of small freshwater lakes, where changes in ...
format Article in Journal/Newspaper
author Verleyen, Elie
Hodgson, Dominic A.
Vyverman, Wim
Roberts, Donna
McMinn, Andrew
Vanhoutte, Koenraad
Sabbe, Koen
author_facet Verleyen, Elie
Hodgson, Dominic A.
Vyverman, Wim
Roberts, Donna
McMinn, Andrew
Vanhoutte, Koenraad
Sabbe, Koen
author_sort Verleyen, Elie
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 Publications
publishDate 2003
url http://nora.nerc.ac.uk/id/eprint/13004/
long_lat ENVELOPE(75.696,75.696,-69.532,-69.532)
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
Bolingen Islands
Larsemann Hills
Rauer Islands
The Antarctic
Vestfold
Vestfold Hills
Windmill Islands
geographic_facet Antarctic
Bolingen Islands
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 Verleyen, Elie; Hodgson, Dominic A. orcid:0000-0002-3841-3746
Vyverman, Wim; Roberts, Donna; McMinn, Andrew; Vanhoutte, Koenraad; Sabbe, Koen. 2003 Modelling diatom responses to climate induced fluctuations in the moisture balance in continental Antarctic lakes. Journal of Paleolimnology, 30 (2). 195-215. https://doi.org/10.1023/A:1025570904093 <https://doi.org/10.1023/A:1025570904093>
op_doi https://doi.org/10.1023/A:1025570904093
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