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Use of CART analysis to differentiate pollen of red pine (Pinus resinosa) and jack pine (P. banksiana) in New England

Published online by Cambridge University Press:  20 January 2017

Andrew M. Barton ,
Andrea M. Nurse ,
Katelyn Michaud  and
Sarah W. Hardy
Andrew M. Barton*
Affiliation:
Department of Biology, University of Maine at Farmington, Farmington, Maine 04938, USA
Andrea M. Nurse
Affiliation:
Climate Change Institute, University of Maine, Orono, Maine 04469, USA
Katelyn Michaud
Affiliation:
Department of Biology, University of Maine at Farmington, Farmington, Maine 04938, USA
Sarah W. Hardy
Affiliation:
Division of Mathematics and Computer Sciences, University of Maine at Farmington, Farmington, Maine 04938, USA
*
⁎Corresponding author. Department of Biology, University of Maine at Farmington, 173 High Street, Preble Hall, Farmington, Maine 04938, USA. Fax: +1 207 778 7365.
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Abstract

The identification of fossil pollen at the generic rather than species level is hampering progress in understanding the biogeography and dynamics of paleo-vegetation. We used CART analysis to facilitate the differentiation of fossil pollen of Pinus banksiana and Pinusresinosa, which are morphologically similar and nearly always combined in paleoecological studies. The CART model, using four of the ten morphological traits measured, exhibited a high level of correct identification for pollen of each of the species and shows promise as a tool for increasing the detail of paleoecological records and inferences.

Keywords

BiogeographyCART analysisNew EnglandPaleoecologyPinus banksianaPinus resinosaPalynologyPollenSpecies differentiation
Type
Short Paper
Information
Quaternary Research , Volume 75 , Issue 1 , January 2011 , pp. 18 - 23
Copyright
University of Washington

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References

Ammann, B.R. A pollen morphological distinction between Pinus banksiana Lamb. and P. resinosa Ait. Pollen et Spores 14, (1977). 521–529.Google Scholar
Brieman, L., Friedman, J.H., Olshen, R.A., and Stone, C.J. Classification and Regression Trees. (1984). Wadsworth International Group, Belmont, CA.Google Scholar
Burns, R.M., and Honkala, B.H. Silvics of North America. U.S.D.A. Forest Service Agriculture Handbook 654. Washington, D.C. (1990). Google Scholar
Cain, S.A. The identification of species in fossil pollen of Pinus by size–frequency determination. American Journal of Botany 27, (1940). 301–308.Google Scholar
Davis, M.B. Quaternary history and the stability of forest communities. Botkin, D.B. Forest Succession. (1981). Springer, New York, New York, USA. 132–177.Google Scholar
Davis, R.B., Jacobson, G.L. Jr. Late glacial and early Holocene landscapes in northern New England and adjacent areas of Canada. Quaternary Research 23, (1985). 341–368.CrossRefGoogle Scholar
Desponts, M., and Payette, S. The Holocene dynamics of jack pine at its northern range limit in Quebec. Journal of Ecology 81, (1993). 719–727.Google Scholar
Finkelstein, S.A., Gajewski, K., and Viau, A.E. Improved resolution of pollen taxonomy allows better biogeographical interpretation of post-glacial forest development: analyses from the North American Pollen Database. Journal of Ecology 94, (2006). 415–430.Google Scholar
Gonzales, L.M., Williams, J.W., and Kaplan, J.O. Variations in leaf area index in northern and eastern North America over the past 21, 000 years: a data-model comparison. Quaternary Science Reviews 27, (2008). 1453–1466.CrossRefGoogle Scholar
Hansen, B.S., and Cushing, E.J. Identification of pine pollen of Late Quaternary age from the Chuska Mountains, New Mexico. Geological Society of America Bulletin 84, (1973). 1181–1200.Google Scholar
Klaus, W. Forschungschwerpunkte der Paläobotanik und Palynologie der Universität Wien. Review of Palaeobotany and Palynology 23, (1977). 303–330.CrossRefGoogle Scholar
Lindbladh, M., O'Connor, R., Jacobson, G.L. Jr. Morphometric analysis of pollen grains for paleoecological studies: classification of Picea from eastern North America. American Journal of Botany 89, (2002). 1459–1467.Google Scholar
Lindbladh, M., Jacobson, G.L. Jr., and Schauffler, M. The postglacial history of three Picea species in New England, USA. Quaternary Research 59, (2003). 61–69.CrossRefGoogle Scholar
Lindbladh, M., Oswald, W., Foster, D., Faison, E., Hou, J., and Huang, Y. A late-glacial transition from Picea glauca to Picea mariana in southern New England. Quaternary Research 67, (2007). 502–508.Google Scholar
McAndrews, J.H., Berti, A.A., and Norris, G. Key to the Quaternary pollen of the Great Lakes Region. (1973). Royal Ontario Museum Miscellaneous Publication, Toronto.Google Scholar
MacDonald, G.M., Cwynar, L.C., and Whitlock, C. The late quaternary dynamics of pines in northern North America. Richardson, D.M. The Ecology and Biogeography of Pinus . (1998). Cambridge University Press, Cambridge, England. 122–136.Google Scholar
Maindonald, J., and Braun, W.J. Data Analysis and Graphics Using R—an Example-based Approach. (2003). Cambridge University Press, Cambridge, England.Google Scholar
Moore, P.D., Webb, J.A., and Collinson, M.E. Pollen Analysis. second ed. (1991). Blackwell Scientific Publications, Oxford.Google Scholar
Prentice, I.C., Webb, T. III BIOME 6000: reconstructing global mid-Holocene vegetation patterns from palaeoecological records. Journal of Biogeography 25, (1998). 997–1005.CrossRefGoogle Scholar
R Development Core Team R: A Language and Environment for Statistical Computing. (2009). R Foundation for Statistical Computing, Vienna, Austria. (URL http://www.R-project.org) Google Scholar
Rudolf, P.O. Pinus resinosa (Lamb.), Red Pine. Burns, R.M., and Honkala, B.H. Silvics of North America, Vol. 1, Conifers. U.S.D.A. Forest Service Agriculture Handbook 654. Washington, D.C. (1990). 442–455.Google Scholar
Rudolph, T.D., and Laidly, P.R. Pinus banksiana (Lamb.), Jack Pine. Burns, R.M., and Honkala, B.H. Silvics of North America, Vol. 1, Conifers. U.S.D.A. Forest Service Agriculture Handbook 654. Washington, D.C. (1990). 280–293.Google Scholar
Sawada, M., Viau, A.E., Vettoretti, G., Peltier, W.R., and Gajewski, K. Comparison of North American pollen-based temperature and global lake-status with CCCma AGCM2 output at 6 ka. Quaternary Science Reviews 23, (2004). 225–244.CrossRefGoogle Scholar
Shuman, B., Newby, P., Huang, Y., Webb, T. III Evidence for the close climatic control of New England vegetation history. Ecology 85, (2004). 1297–1310.CrossRefGoogle Scholar
Therneau, T.M., Atkinson, B., R port byRipley B, Rpart: Recursive Partitioning. R package. (2009). Version 3.1-45. (http://CRAN.R-project.org/package = rpart) Google Scholar
Whitehead, D.R. Fossil pine pollen and full-glacial vegetation in southeastern North Carolina. Ecology 45, (1964). 767–777.CrossRefGoogle Scholar
Whitmore, J., Gajewski, K., Sawada, M., Williams, J.W., Shuman, B., Bartlein, P.J., Minckleyd, T., Viau, A.E., Webb, T. III, Shafer, S., Anderson, P., and Brubaker, L. Modern pollen data from North America and Greenland for multi-scale paleoenvironmental applications. Quaternary Science Reviews 24, (2005). 1828–1848.CrossRefGoogle Scholar
Williams, J.W., Shuman, B.N., Webb, T. III, Bartlein, P.J., and Leduc, P.L. Late-Quaternary vegetation dynamics in North America: scaling from taxa to biomes. Ecological Monographs 74, (2004). 309–334.CrossRefGoogle Scholar