Abstract
This paper is the first attempt to produce diatom-based transfer functions for the northern tropical Americas. A dataset of 53 modern diatom samples and associated hydrochemical variables from 31 sites in the volcanic highlands of central Mexico is presented. The relationship between diatom species distribution and water chemistry is explored using canonical correspondence analysis (CCA) and partial CCA. Variance partitioning indicates that ionic strength and ion type both account for significant and independent portions of this variation. Transfer functions are developed for electrical conductivity (r 2 = 0.91) and alkalinity (as a percentage of total anions) (r 2 = 0.90), reflecting ionic strength and ionic composition respectively. Prediction errors, estimated using jack-knifing, are low for the conductivity model, but the carbonate transfer function performs less well. This study highlights the potential for diatom-based quantitative palaeoenvironmental reconstructions in central Mexico. However, a number of key diatom species found in fossil material are not represented in the modern flora. Sampling of additional sites may resolve this, but it is thought that the lack of modern analogues may reflect the high degree of anthropogenic disturbance in many of the catchments. This highlights the problem of trying to reconstruct pre-disturbance environmental changes in highly modified ecosystems. One possible solution is to merge the central Mexican data with the African dataset, which includes sites of similar chemical composition, but which have not suffered the same degree of disturbance.
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References
Alcocer, J. & E. Escobar, 1996. Limnological regionalization of México. Lakes and Reservoirs: Research and Management 2: 55–69.
Armienta, M. A., V. Zamora & F. Juaréz, 1987. Manual para análisis químicos de aguas naturales en el campo y en el laboratorio. Comunicaciones Técnicas: Docencia y Divulgación No. 4. Instituto de Geofísica, Universidad Nacional Autonoma de México. México.
Battarbee, R. W., 1986. Diatom Analysis. In Berglund (ed.), Handbook of Holocene Palaeoecology and Palaeohydrology. John Wiley, Chichester: 527–570.
Bennion, H., 1994. A diatom-phosphorous transfer function for shallow eutrophic ponds in southeast England. Hydrobiologia 275/276: 391–410.
Birks, H. J. B., 1995. Quantitative palaeoenvironmental reconstructions. In Maddy, D. & J. S. Brew (eds), Statistical Modelling of Quaternary Science Data. Technical Guide 5, Quaternary Research Association, Cambridge: 161–254.
Birks, H. J. B., 1998. Numerical tools in palaeolimnology - Progress, potentialities and problems. J. Paleolimnol. 20: 307–332.
Birks, H. J. B., J. M. Line, S. Juggins, A. C. Stevenson & C. J. F. ter Braak, 1990. Diatoms and pH reconstructions. Phil. Trans. r. Soc. Lond. B 327: 263–278.
Bradbury, J. P., 1971. Paleolimnology of Lake Texcoco, Mexico. Evidence from diatoms. Limnol. Oceanogr. 16: 180–200.
Bradbury, J. P., 1989. Late Quaternary paleoenvironments in the Cuenca de México. Quat. Sci. Rev. 8: 75–100.
Caballero, M. E., 1995. Late Quaternary palaeolimnology of Lake Chalco, the Basin of México: new evidence for palaeoenvironmental and palaeoclimatic change in central México during the last 40000 years. PhD thesis, University of Hull.
Caballero, M. E., 1996. The diatom flora of two acid lakes in central Mexico. Diatom Res. 11: 227–240.
Caballero, M. & B. Ortega-Guerrero, 1998. Lake levels since about 40 000 years ago at Lake Chalco, near Mexico City. Quat. Res. 50: 69–79.
Caballero, M. E., S. Lozano, B. Ortega, J. Urrutia & J. L. Marias, 1999. Environmental characteristics of Lake Tecocomulco, northern Basin of Mexico, for the last 50000 years. J. Paleolimnol. 22: 399–411.
Cavazos, T., & S. Hastenrath, 1990. Convection and rainfall over Mexico and their modulation by the Southern Oscillation. Int. J. Climatol. 10: 377–386.
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.
De Deckker, P. & R. M. Forester, 1988. The use of ostracods to reconstruct continental palaeoenvironments. In De Deckker, P., J. P. Coln & J. P. Peypouquet (eds), Ostracoda in the Earth Sciences. Elsevier: 175–199.
Dixon, P. M., 1993. The bootstrap and the jackknife: describing the precision of ecological indices. In Scheiner, S. M. & J. Gurevitch (eds), Design and Analysis of Ecological Experiments. Chapman and Hall, New York: 290–318.
Eugster, H. P. & L. A. Hardie, 1978. Saline Lakes. In Lerman, A. (ed.), Lakes: Chemistry, Geology, Physics. Springer-Verlag, New York: 237–294.
Fritz, S. C, 1990. Twentieth-century salinity and water-level fluctuations in Devil’s Lake, N. Dakota: a test of a diatom-based transfer function. Limnol. Oceanogr. 35: 1771–1781.
Fritz, S. C, B. F. Cumming, F. Gasse & K. Laird, 1999. Diatoms as indicators of hydrological and climatic change in saline lakes. In Stoermer, E. F. & J. P. Smol (eds), Diatoms: Applications for the Environmental and Earth Sciences. Cambridge University Press, Cambridge: 41–72.
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: 1844–1856.
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., 1980. Les diatomées lacustres Plio-Pléistocenes de Gadeb (ȁthiope): systématique, paleoécologie, biostratigraphie. Revue Algologique, mémoire hors-series 3: 249 pp.
Gasse, F., 1986. East African Diatoms. Taxonomy, ecological distribution. Bibliotheca Diatomologica. Vol. 11. J. Cramer, Stuttgart: 202 pp.
Gasse, F. & F. Tekaia, 1983. Transfer functions for estimating paleoecological conditions (pH) from East African diatoms. Hydrobiologia 103: 85–90.
Gasse, F., P. Barker, P. A. Gell, S. C. Fritz & F. Chalié, 1997. Diatom-inferred salinity in palaeolakes: an indirect tracer of climate change. Quat. Sci. Rev. 16: 547–563.
Gasse, F., S. Juggins & L. Ben Khelifa, 1995. Diatom-based transfer functions for inferring hydrochemical characteristics of African palaeolakes. Palaeo. Palaeo. Palaeo. 117: 31–54.
Gasse, F., J. F. Tailing & P. Kilham, 1983. Diatom assemblages in East Africa: classification, distribution and ecology. Rev. Hydrobiol. Trop. 116: 3–34.
Germain, H., 1981. Flore des Diatomées. Diatomophycées d’eaux douces et saumâtres du Massif Armoricain et des contrées voisines d’Europe occidentale. Soc. Nouv. des ȁditions Boubée, Paris: 444 pp.
Haberyan, K., S. P. Horn, & B. F. Cumming, 1997. Diatom assemblages from Costa Rican lakes: an initial ecological assessment. J. Paleolimnol. 17: 263–274.
Hill, M. O., 1979. TWINSPAN: A FORTRAN program for arranging multivariate data in an ordered two-way table by classification of the individuals and attributes. Ecology and Systematics, Cornell University, New York: 48 pp.
Hustedt, F., 1930, Die Kieselalgen Deutschlands, Österreichs und der Schweiz, Vol. 1. Reprinted 1977, Otto Koeltz, Koenigstein: 920 pp.
Hustedt, F., 1959, Die Kieselalgen Deutschlands, Österreichs und der Schweiz, Vol. 2. Reprinted 1977, Otto Koeltz, Koenigstein: 845 pp.
Hustedt, F., 1961–1966. Die Kieselalgen Deutschlands, Österreichs und der Schweiz, Vol. 3. Reprinted 1977, Otto Koeltz, Koenigstein: 816 pp.
Jones, V. J., S. Juggins & J. C. Ellis-Evans, 1993. The relationship between water chemistry and surface sediment diatom assemblages in maritime Antarctic lakes. Antarct. Sci. 5: 339–348.
Juggins, S. & C. J. F. ter Braak, 1999. CALIBRATE Version 1.0 -a program for species-environment calibration by [weighted averaging] partial least squares regression. Unpublished computer program, Department of Geography, University of Newcastle: 25 pp.
Krammer, K. & H. Lange-Bertalot, 1986. Süsswasserflora von Mitteleuropa. Bacillariophyceae. 1. Teil: Naviculaceae. Vol. 2/1. Gustav Fischer Verlag, Stuttgart: 876 pp.
Krammer, K. & H. Lange-Bertalot, 1988. Süsswasserflora von Mitteleuropa. Bacillariophyceae. 2. Teil: Epithemiaceae, Bacillariaceae, Surirellaceae. Vol. 2/2. Gustav Fischer Verlag, Stuttgart: 596 pp.
Krammer, K. & H. Lange-Bertalot, 1991a. Süsswasserflora von Mitteleuropa. Bacillariophyceae. 3. Teil: Centrales; Fragilariaceae, Eunotiaceae. Vol. 2/3. Gustav Fischer Verlag, Stuttgart: 576 pp.
Krammer, K. & H. Lange-Bertalot, 1991b. Süsswasserflora von Mitteleuropa. Bacillariophyceae. 4. Teil: Achnanthaceae. Vol. 2/4. Gustav Fischer Verlag, Stuttgart: 437 pp.
Manly, B. F. J., 1992. The Design and Analysis of Research Studies. Cambridge, Cambridge University Press: 353 pp.
Metcalfe, S. E., 1985. Late Quaternary environments of central Mexico: a diatom record. D.Phil. thesis, University of Oxford.
Metcalfe, S. E., 1988. Modern diatom assemblages in Central Mexico: the role of water chemistry and other factors as indicated by TWINSPAN and DECORANA. Freshwat. Biol. 217–233.
Metcalfe, S. E., 1992. Changing environments of the Zacapu Basin, Mexico: a diatom-based record. Research Paper No. 48, School of Geography, Oxford: 38 pp.
Metcalfe, S. E., 1995. Holocene environmental change in the Zacapu Basin, Mexico: a diatom-based record. The Holocene 5: 196–208.
Metcalfe, S. E. & P. E. Hales, 1994. Holocene diatoms from a Mexican crater lake - La Piscina de Yuriria. In Kociolek, P. (ed.), Proceedings of the Eleventh International Diatom Symposium, San Francisco, 1990. California Academy of Sciences No. 17: 501–515.
Metcalfe, S. E., A. Bimpson, A. J. Courtice, S. L. O’Hara, & D. M. Taylor, 1997. Climate change at the monsoon/westerly boundary in northern Mexico. J. Paleolimnol. 17: 155–171.
Metcalfe, S. E., F. A. Street-Perrott, R. B. Brown, P. E. Hales, R. A. Perrott & F. M. Steininger, 1989. Late Holocene human impact on lake basins in Central México. Geoarchaeology 4: 119–141.
Metcalfe, S. E., F. A. Street-Perrott, R. A. Perrott & D. D. Harkness, 1991. Palaeolimnology of the Upper Lerma Basin, Central Mexico: a record of climatic change and anthropogenic disturbance since 11 600 yr BP. J. Paleolimnol. 5: 197–218.
Mosiño-Aleman, P. & E. Garcia, 1974. The Climate of Mexico. In Bryson, R. A. & F. K. Hare (eds), World Survey of Climatology Vol. 11: Climates of North America, Elsevier, Amsterdam: 345–404.
Patrick, R. & C. W. Reimer, 1966. The diatoms of the United States exclusive of Alaska and Hawaii. Vol. 1. The Academy of Natural Sciences of Philadelphia, Philadelphia, Monograph 13: 668 pp.
Patrick, R. & C. W. Reimer, 1975. The diatoms of the United States exclusive of Alaska and Hawaii. Vol. 2. Part 1. The Academy of Natural Sciences of Philadelphia, Philadelphia, Monograph 13: 213 pp.
Reed, J. M., 1998. A diatom-conductivity transfer function for Spanish salt lakes. J. Paleolimnol. 19: 399–416.
Round, F. E., R. M. Crawford & D. G. Mann, 1990. The Diatoms: Biology and Morphology of the Genera. Cambridge University Press. Cambridge: 747 pp.
Servant-Vildary, S. & M. Roux, 1990. Multivariate analysis of diatoms and water chemistry in Bolivian saline lakes. Hydrobiologia 197: 267–290.
Street-Perrott, F. A. & S. P. Harrison, 1985. Lake levels and climate. In Hecht, A. D. (ed.), Paleoclimate Analysis and Modeling. Wiley, New York: 291–340.
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. & S. Juggins, 1993. Weighted averaging partial least squares regression (WA-PLS): an improved method for reconstructing environmental variables from species assemblages. Hydrobiologia 269/270: 485–502.
ter Braak, C. J. F. & P. Šmilauer, 1998. CANOCO Reference Manual and User’s Guide to CANOCO for Windows: Software for Canonical Community Ordination (version 4). Ithaca, NY, U.S.A., Microcomputer Power: 352 pp.
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Davies, S.J., Metcalfe, S.E., Caballero, M.E., Juggins, S. (2002). Developing diatom-based transfer functions for Central Mexican lakes. In: Alcocer, J., Sarma, S.S.S. (eds) Advances in Mexican Limnology: Basic and Applied Aspects. Developments in Hydrobiology, vol 163. Springer, Dordrecht. https://doi.org/10.1007/978-94-010-0415-2_18
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DOI: https://doi.org/10.1007/978-94-010-0415-2_18
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