Abstract
The relationship between surface sediment diatom assemblages and measured limnological variables in thirty-three coastal Antarctic lakes from the Vestfold Hills was examined by constructing a diatom-water chemistry dataset. Previous analysis of this dataset by canonical correspondence analysis revealed that salinity accounted for a significant amount of the variation in the distribution of the diatom assemblages. Weighted-averaging regression and calibration of this diatom-salinity relationship was used to establish a transfer function for the reconstruction of past lakewater salinity from fossil diatom assemblages. Weighted-averaging regression and calibration with classical deshrinking provided the best model for salinity reconstructions and this was applied to the fossil diatom assemblages from one of the saline lakes in the Vestfold Hills in order to assess its potential for palaeosalinity and palaeoclimate reconstruction.
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Adamson, D. A. & J. Pickard, 1986a. Cainozoic history of the Vestfold Hills. In Pickard, J. (ed.), Antarctic Oasis: Terrestrial environments and history of the Vestfold Hills. Academic Press, Sydney.
Adamson, D. A. & J. Pickard, 1986b. Physiography and geomorphology of the Vestfold Hills. In Pickard, J. (ed.), Antarctic Oasis: Terrestrial environments and history of the Vestfold Hills. Academic Press, Sydney.
Battarbee, R. W., 1986. Diatom Analysis. In Berglund, B. E. (ed.), Handbook of Holocene Palaeoecology and Palaeohydrology. John Wiley & Sons, Ltd., 527–570.
Bennion, H., 1994. A diatom-phosphorus transfer function for shallow, eutrophic ponds in southeast England. Hydrobiologia 275/276: 391–410.
Bird, M. I., A. R. Chivas, C. J. Radnell & H. R. Burton, 1991. Sedimentological and stable-isotope evolution of lakes in the Vestfold Hills, Antarctica. Palaeogeogr. Palaeoclim. Palaeoecol. 84: 109–130.
Birks, H. J. B., J. M. Line, S. Juggins, A. C. Stevenson & C. J. F. ter Braak, 1990. Diatoms and pH reconstruction. Phil. Trans. r. Soc., Lond. B 327: 263–278.
Bjöorck, S., H. Håakansson, R. Zale, W. Karléen & B. L. Jöonsson, 1991. A late Holocene lake sediment sequence from Livingston Island, South Shetland Islands, with palaeoclimatic implications. Ant. Sci. 3: 61–72.
Burton, H. R. & P. J. Campbell, 1980. The climate of the Vestfold Hills, Davis Station, Antarctica, with a note on its effect on the hydrology of hypersaline Deep Lake. ANARE Sci. Rep., Publ. 129. Aust. Govt. Publ. Service, Canberra, 50 pp.
Collerson, K. D. & J. W. Sheraton, 1986. Bedrock geology and crustal evolution of the Vestfold Hills. In Pickard, J. (ed.) Antarctic Oasis: Terrestrial environments and history of the Vestfold Hills. Academic Press, Sydney, 21–62.
Cumming, B. F. & J. P. Smol, 1993. Development of diatom-based salinity models for paleoclimatic research from lakes in British Columbia (Canada). Hydrobiologia 269/270: 179–196.
Dixon, P. M., 1993. The Bootstrap and the Jackknife: Describing the Precision of Ecological Indicies. In Scheiner, S. M. & J. Gurevitch (eds), Design and Analysis of Ecological Experiments. Chapman & Hall, Inc., New York, 290–310.
Eslake, D., R. Kirkwood, H. Burton & W. Zipan, 1991. Temporal changes in zooplankton composition in a hypersaline, Antarctic lake subject to periodic seawater incursions. Hydrobiologia 210: 93–99.
Fofonoff, N. P. & R. C. Millard, 1983. Algorithms for computation of fundamental properties of seawater. UNESCO. Tech. Pap.Mar. Sci. 44: 1–53.
Fritz, S. C., 1990. Twentieth-century salinity and water-level fluctuations in Devils Lake, North Dakota: Test of a diatom-based transfer function. Limnol. Oceanogr. 35: 1771–1781.
Fritz, S. C., D. R. Engstrom & B. J. Haskell, 1994. 'Little Ice Age' aridity in the North American Great Plains: a high resolution reconstruction of salinity fluctuations from Devils Lake, North Dakota, USA. The Holocene 4: 69–73.
Fritz, S. C., S. Juggins & R.W. Battarbee, 1993. Diatom assemblages and ionic characterization of lakes of the Northern Great Plains, North America: a tool for reconstructing past salinity and climate fluctuations. Can. J. Fish. aquat. Sci. 50: 1844–1855.
Fritz, S. C., S. Juggins, R. W. Battarbee & D. R. Engstrom, 1991. Reconstruction of past changes in salinity and climate using a diatom-based transfer function. Nature 352: 706–708.
Gasse, F. & F. Tekaia, 1983. Transfer functions for estimating paleoecological conditions (pH) from East Africa. Hydrobiologia 103: 85–90.
Gasse, F., S. Juggins & L. B. Khelifa, 1995. Diatom-based transfer functions for inferring past hydrological characteristics of African lakes. Palaeogeogr. Palaeoclim. Palaeoecol. 117: 31–54.
Gibson, J., 1994. Davis Station Wintering Aquatic Chemist Annual Report. Australian Antarctic Division, 173 pp.
Gibson, J. A. E., H. R. Burton & J. B. Gallagher, 1995. Meromictic Antarctic lakes as indicators of local water balance: structural changes in Organic Lake, Vestfold Hills 1978–1994. In Quilty, P.G. (ed.), Climate Succession and Glacial History of the Southern Hemisphere Over the Past Five Million Years, ANARE Research Notes 94, Australian Antarctic Division, 39 pp.
Gillieson, D. S., 1991. An environmental history of two freshwater lakes in the Larsemann Hills, Antarctica. Hydrobiologia 214: 327–331.
Glew, J. R., 1989. A new type of mechanism for sediment samples. J. Paleolimnol. 2: 241–243.
Gore, D. B., 1992. Ice-damming and fluvial erosion in the Vestfold Hills, East Antarctica. Ant. Sci. 4: 227–234.
Gore, D. B., D. C. Creagh, J. S. Burgess, E. A. Colhoun, A. P. Spate & A. S. Baird, 1996. Composition, distribution and origin of surficial salts in the Vestfold Hills, East Antarctica. Ant. Sci. 8: 73–84.
Hall, R. I. & J. P. Smol, 1992. A weighted-averaging regression and calibration model for inferring total phosphorous concentration from diatoms in British Columbia (Canada) lakes. Freshwat. Biol. 27: 417–434.
Hill, M. O., 1973. Diversity and Evenness: a unifying notation and its consequences. Ecology 54: 427–432.
Horowitz, N. H., R. E. Cameron & J. S. Hubbard, 1971. Microbiology of the Dry Valleys of Antarctica. Science 176: 242–245.
Jones, V. J., S. Juggins & J. C. Ellis-Evans, 1993. The relationship between chemistry and surface sediment diatom assemblages in maritime Antarctic lakes. Ant. Sci. 5: 339–348.
Jones, V. J. & S. Juggins, 1995. The construction of a Diatom-based chlorophyll a transfer function and its application at three lakes on Signy Island (maritime Antarctic) subject to differing degrees of nutrient enrichment. Freshwat. Biol. 34: 433–445.
Juggins, S. & C. ter Braak, 1994. CALIBRATE – a program for species-environment calibration by [weighted averaging] partial least squares regression. Beta test version 0.54 supplied by S. Juggins, University of Newcastle, United Kingdom.
Juggins, S., R. W. Battarbee, S. C. Fritz & F. Gasse, 1994. The CASPIA project: diatoms, salt lakes, and environmental change. J. Paleolimnol. 12: 191–196.
Kaup, E., D. Haendel & R. Vaikmäae, 1993. Limnological features of the saline lakes of the Bunger Hills (Wilkes Land, Antarctica). Ant. Sci. 5: 41–50.
Laird, K. R., S. C. Fritz, K. A. Maasch & B. F. Cumming, 1996. Greater drought intensity and frequency before AD 1200 in the Northern Great Plains, USA. Nature 384: 552–554.
Last, W. M. & L. A. Slezak, 1988. The salt lakes of western Canada: a paleolimnological overview. Hydrobiologia 158: 301–316.
Lewis, A. H., 1994. An environmental history of Anderson Lake (Vestfold Hills, Antarctica) derived from lake sediments. Master of Polar and Oceanic Science Thesis, University of Tasmania, Australia.
Medlin, L. K. & J. Priddle, 1990. Polar Marine Diatoms. British Antarctic Survey, Natural Environment Research Council, Cambridge, 214 pp.
Peterson, J. A., B. L. Finlayson & Z. Qingsong, 1988. Changing distribution of late Quaternary terrestrial lacustrine and littoral environments in the Vestfold Hills, Antarctica. Hydrobiologia 165: 221–226.
Pickard, J., 1986. Antarctic Oasis: Terrestrial environments and history of the Vestfold Hills. Academic Press, Sydney, 351 pp.
Pickard, J., D. A. Adamson & C. W. Heath, 1986. The evolution of Watts Lake, Vestfold Hills, East Antarctica, from marine inlet to freshwater lake. Palaeogeogr. Palaeoclim. Palaeoecol. 53: 271–288.
Priddle, J. & G. Fryxell, 1985. Handbook of the Common Plankton Diatoms of the Southern Ocean: Centrales except the Genus Thalassiosira. British Antarctic Survey, Natural Environment Research Council, Cambridge, University Press, 159 pp.
Roberts, D. & A. McMinn, 1996. Relationships between surface sediment diatom assemblages and water chemistry gradients in saline lakes of the Vestfold Hills, Antarctica. Ant. Sci. 4: 331–341.
Round, F. E., R. M. Crawford & D. G. Mann, 1990. The Diatoms: Biology & Morphology of the Genera. Cambridge, Cambridge University Press, 747 pp.
Seppelt, R. D., P. A. Broady, J. Pickard & D. A. Adamson, 1988. Plants and landscape in the Vestfold Hills, Antarctica. Hydrobiologia 165: 185–196.
ServantVildary, S. & M. Roux, 1990. Multivariate analysis of diatoms and water chemistry in Bolivian saline lakes. Hydrobiologia 197: 267–290.
Smol, J. P., 1988. Paleolimnology: Paleoclimate proxy data from freshwater arctic diatoms. Verh int. Ver. Limnol. 23: 837–844.
Smol, J. P., B. F. Cumming, M. S. V. Douglas & R. Pienitz, 1995. Inferring past climatic changes in Canada using paleolimnological techniques. Geosci. Canada 21: 113–118.
Streten, N. A., 1986. Climate of the Vestfold Hills. In Pickard, J. (ed.) Antarctic Oasis: Terrestrial environments and history of the Vestfold Hills. Academic Press, Sydney, 141–164.
ter Braak, C. J. F., 1986. Canonical correspondence analysis: a new eigenvector technique for multivariate direct gradient analysis. Ecology 67: 1167–1179.
ter Braak, C. J. F. & L. G. Barendregt, 1986. Weighted Averaging of Species Indicator Values: Its Efficiency in Environmental Calibration. Math. Biosci. 78: 57–72.
ter Braak, C. J. F. & I. C. Prentice, 1988. A Theory of Gradient Analysis. Adv. ecol. Res. 18: 271–313.
Tominaga, H.& F. Fukui, 1981. Saline lakes at Syowa Oasis, Antarctica. Hydrobiologia 82: 375–389.
Wasell, A., 1993. Diatom Stratigraphy of Sediments from Nicholson Lake, Vestfold Hills, East Antarctica. In Wasell, A., Diatom stratigraphy and evidence of Holocene environmental changes in selected lake basins in the Antarctic and South Georgia. Stockholm University, Department of Quaternary Research, Report 23. Paper II, 16 pp.
Wasell, A. & H. Håakansson, 1992. Diatom stratigraphy in a lake on Horseshoe Island, Antarctica: a marine-brackish-freshwater transition with comments on the systematics and ecology of the most common diatoms. Diat. Res. 7: 157–194.
Wharton, R. A., Jr., C. P. McKay, G. D. Clow, D. T. Andersen, G. M. Simmons, Jr. & F. G. Love, 1992. Changes in ice cover thickness and leake level of Lake Hoare, Antarctica: implications for local climate change. J. Geophys. Res. 97: 3503–3513.
Wilson, S. E., B. F. Cumming & J. P. Smol, 1994. Diatom-salinity relationships in 111 lakes from the Interior Plateau of British Columbia, Canada: the development of Diatom-based models for paleosalinity reconstructions. J. Paleolimnol. 12: 197–221.
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Roberts, D., McMinn, A. A weighted-averaging regression and calibration model for inferring lakewater salinity from fossil diatom assemblages in saline lakes of the Vestfold Hills: a new tool for interpreting Holocene lake histories in Antarctica. Journal of Paleolimnology 19, 99–113 (1998). https://doi.org/10.1023/A:1007947402927
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DOI: https://doi.org/10.1023/A:1007947402927