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The potential to strengthen temperature reconstructions in ecoregions with limited tree line using a multispecies approach

  • M. Ross Alexander (a1) (a2), Jessie K. Pearl (a3) (a4), Daniel A. Bishop (a5) (a6), Edward R. Cook (a5), Kevin J. Anchukaitis (a3) (a4) (a5) (a7) and Neil Pederson (a1)...

Abstract

Tree-ring reconstructions of temperature often target trees at altitudinal or latitudinal tree line where annual growth is broadly expected to be limited by and respond to temperature variability. Based on this principal, regions with sparse tree line would seem to be restricted in their potential to reconstruct past temperatures. In the northeastern United States, there are only two published temperature reconstructions. Previous work in the region reconstructing moisture availability, however, has shown that using a greater diversity of species can improve reconstruction model skill. Here, we use a network of 228 tree-ring records composed of 29 species to test the hypothesis that an increase in species diversity among the pool of predictors improves reconstructions of past temperatures. Chamaecyparis thyoides alone explained 31% of the variability in observed cool-season minimum temperatures, but a multispecies model increased the explained variance to 44%. Liriodendron tulipifera, a species not previously used for temperature reconstructions, explained a similar amount of variance as Chamaecyparis thyoides (12.9% and 20.8%, respectively). Increasing the species diversity of tree proxies has the potential for improving reconstruction of paleotemperatures in regions lacking latitudinal or elevational tree lines provided that long-lived hardwood records can be located.

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Corresponding author

*Corresponding author at: e-mail address: mrossalexander@gmail.com (M. R. Alexander).

References

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Ahmed, M., Anchukaitis, K.J., Asrat, A., Borgaonkar, H.P., Braida, M., Buckley, B.M., Büntgen, U., et al. , 2013. Continental-scale temperature variability during the past two millennia. Nature Geoscience 6, 339346.
Akaike, H., 1974. A new look at the statistical model identification. IEEE Transactions on Automatic Control 19, 716723
Alexander, M.R., Rollinson, C.R., Moore, D.J.P., Speer, J.H., Rubino, D.L., 2018. Determination of death dates of coarse woody debris of multiple species in the central hardwood region (Indiana, USA). Tree-Ring Research 74, 135143.
Anchukaitis, K.J., Wilson, R., Briffa, K.R., Büntgen, U., Cook, E.R., D'Arrigo, R., Davi, N., et al. , 2017. Last millennium Northern Hemisphere summer temperatures from tree rings: Part II, spatially resolved reconstructions. Quaternary Science Reviews 163, 122.
Baas, C., Rubino, D.L., 2014. Pressing hay in the Commonwealth: using tree-ring growth patterns to date the construction of two Kentucky beater hay press barns. Journal of Kentucky Archaeology 3, 231.
Babst, F., Poulter, B., Bodesheim, P., Mahecha, M.D., Frank, D.C., 2017. Improved tree-ring archives will support earth-system science. Nature Ecology & Evolution 1, 0008.
Balanzategui, D., Knorr, A., Heussner, K.U., Wazny, T., Beck, W., Słowiński, M., Helle, G., et al. , 2017. An 810-year history of cold season temperature variability for northern Poland. Boreas 90, 300453.
Braun, E.L., 1950. Deciduous Forests of Eastern North America. Blakiston, Philadelphia, PA.
Briffa, K.R., Jones, P.D., Wigley, T.M.L., Pilcher, J.R., Baillie, M.G.L., 1986. Climate reconstruction from tree rings: Part 2, spatial reconstruction of summer mean sea-level pressure patterns over Great Britain. Journal of Climatology 6, 115.
Brubaker, L.B., 1980. Spatial patterns of tree growth anomalies in the Pacific Northwest. Ecology 61, 798807.
Campbell, R., McCarroll, D., Robertson, I., Loader, N.J., Grudd, H., Gunnarson, B., 2011. Blue intensity in Pinus sylvestris tree rings: a manual for a new palaeoclimate proxy. Tree-Ring Research 67, 127134.
Carbone, M.S., Czimczik, C.I., Keenan, T.F., Murakami, P.F., Pederson, N., Schaberg, P.G., Xu, X., Richardson, A.D., 2013. Age, allocation and availability of nonstructural carbon in mature red maple trees. New Phytologist 200, 11451155.
Carrer, M., 2011. Individualistic and time-varying tree-ring growth to climate sensitivity. PLoS ONE 6, 18.
Cavin, L., Jump, A.S., 2016. Highest drought sensitivity and lowest resistance to growth suppression are found in the range core of the tree Fagus sylvatica L. not the equatorial range edge. Global Change Biology 23, 362379.
Conkey, L.E., 1986. Red spruce tree-ring widths and densities in eastern North America as indicators of past climate. Quaternary Research 26, 232243.
Cook, E.R., 1985. A Time Series Analysis Approach to Tree Ring Standardization. PhD dissertation, School of Renewable Natural Resources, University of Arizona, Tucson.
Cook, E.R., 1987. The decomposition of tree-ring series for environmental studies. Tree-Ring Bulletin 47, 3759.
Cook, E.R., Briffa, K.R., Jones, P.D., 1994. Spatial regression methods in dendroclimatology: a review and comparison of two techniques. Journal of Climatology 14, 379402.
Cook, E.R., Callahan, W., 1992. The Development of a Standard Tree-Ring Chronology for Dating Historical Structures in the Greater Philadelphia Region. Tree-Ring Laboratory, Lamont-Doherty Geological Observatory, Columbia University, New York.
Cook, E.R., Cole, J., 1991. On predicting the response of forests in eastern North America to future climatic change. Climatic Change 19, 271282.
Cook, E.R., D'Arrigo, R.D., Mann, M.E., 2002. A well-verified, multiproxy reconstruction of the winter North Atlantic Oscillation Index since A.D. 1400. Journal of Climate 15, 17541764.
Cook, E.R., Jacoby, G.C. Jr., 1977. Tree-ring-drought relationships in the Hudson Valley, New York. Science 198, 399401.
Cook, E.R., Jacoby, G.C., 1979. Evidence for quasi-periodic July drought in the Hudson Valley, New York. Nature 282, 390392.
Cook, E.R., Johnson, A.H., 1989. Climate change and forest decline: a review of the red spruce case. Water, Air, and Soil Pollution 48, 127189.
Cook, E.R., Kairiukstis, L.A. (Eds.), 1990. Methods of Dendrochronology: Applications in the Environmental Sciences. Kluwer Academic, Dordrecht, the Netherlands.
Cook, E.R., Meko, D.M., Stahle, D.W., Cleaveland, M.K., 1999. Drought reconstructions for the continental United States. Journal of Climate 12, 11451162.
Cook, E.R., Pederson, N., 2011. Uncertainty, emergence, and statistics in dendrochronology. Dendroclimatology 77112.
Cook, E.R., Peters, K., 1997. Calculating unbiased tree-ring indices for the study of climatic and environmental change. Holocene 7, 361370.
Daly, C., Taylor, G.H., Gibson, W.P., 1997. The PRISM approach to mapping precipitation and temperature. Proceedings of the 10th Conference of Applied Climatology, American Meteorology, Reno, NV, pp. 1012.
de Graauw, K.K., 2017. Historic log structures as ecological archives: a case study from eastern North America. Dendrochronologia 45, 2334.
Duan, J., Zhang, Q.-B., Lv, L.-X., 2013. Increased variability in cold-season temperature since the 1930s in subtropical China. Journal of Climate 26, 47494757.
Dyer, J.M., 2006. Revisiting the deciduous forests of eastern North America. BioScience 56, 341352.
Emile-Geay, J., McKay, N.P., Kaufman, D.S., von Gunten, L., Wang, J., Anchukaitis, K.J., Abram, N.J., et al. , 2017. A global multiproxy database for temperature reconstructions of the Common Era. Scientific Data 4, 170088.
Frank, D., Esper, J., 2005. Characterization and climate response patterns of a high-elevation, multi-species tree-ring network in the European Alps. Dendrochronologia 22, 107121.
Fritts, H.C., 1976. Tree Rings and Climate. Academic Press, San Diego, CA.
Garcia-Suarez, A.M., Butler, C.J., Baillie, M.G.L., 2009. Climate signal in tree-ring chronologies in a temperate climate: a multi-species approach. Dendrochronologia 27, 183198.
Graumlich, L.J., 1993. Response of tree growth to climatic variation in the mixed conifer and deciduous forests of the upper Great Lakes region. Canadian Journal of Forest Research 23, 133143.
Griffin, D., Woodhouse, C.A., Meko, D.M., Stahle, D.W., Faulstich, H.L., Carrillo, C., Castro, C.L., Leavitt, S.W., 2013. North American monsoon precipitation reconstructed from tree-ring latewood. Geophysical Research Letters 40, 954958.
Hacke, U., Sauter, J.J., 1996. Xylem dysfunction during winter and recovery of hydraulic conductivity in diffuse-porous and ring-porous trees. Oecologia 105, 435439.
Hawley, F., Wedel, N.M., Workman, E.J., 1941. Tree-Ring Analysis and Dating in the Mississippi Drainage. University of Chicago Press, Chicago, IL.
Hayhoe, K., Wake, C.P., Huntington, T.G., Luo, L., Schwartz, M.D., Sheffield, J., Wood, E., et al. , 2006. Past and future changes in climate and hydrological indicators in the US Northeast. Climate Dynamics 28, 381407.
Hijmans, R.J., 2019. raster: Geographic Data Analysis and Modeling. R package version 2.8-19 (accessed May 02, 2019). https://CRAN.R-project.org/package=raster.
Hopton, H.M., Pederson, N., 2005. Climate sensitivity of Atlantic white cedar at its northern range limit. Proceedings of the Arlington Echo Symposium, pp. 16.
Horton, R.G., Yohe, G., Easterling, W., Kates, R., Ruth, M., Sussman, E., Whelchel, A., Wolfe, D., Lipschultz, F., 2014. Northeast. In: Melillo, J.M., Richmond, T.C., Yohe, G.W. (Eds.), Climate Change Impacts in the United States: The Third National Climate Assessment. U.S. Global Change Research Program. U.S. Government Printing Office, Washington, D.C., pp. 371395.
Johnson, A., Cook, E., Siccama, T., 1988. Climate and red spruce growth and decline in the northern Appalachians. Proceedings of the National Academy of Sciences of the United States of America 85, 53695373.
Kagawa, A., Sugimoto, A., Maximov, T.C., 2006. 13CO2 pulse-labelling of photoassimilates reveals carbon allocation within and between tree rings. Plant, Cell & Environment 29, 15711584.
Kosiba, A.M., Schaberg, P.G., Rayback, S.A., Hawley, G.J., 2017. Comparative growth trends of five northern hardwood and montane tree species reveal divergent trajectories and response to climate. Canadian Journal of Forest Research 47, 743754.
Kunkel, K.E., Stevens, L.E., Stevens, S.E., Sun, L., Janssen, E., Wuebbles, D., Rennells, J., DeGaetano, A., Dobson, J.G., 2013. Regional Climate Trends and Scenarios for the U.S. National Climate Assessment: Part 1. Climate of the Northeast U.S. NOAA Technical Report NESDIS 142-1. U.S. Department of Commerce, National Oceanic and Atmospheric Administration, Washington, D.C.
Laderman, A.D., 1989. The Ecology of the Atlantic White Cedar Wetlands: A Community Profile. Biological Report 85(7.21). U.S. Department of the Interior, Fish and Wildlife Service, National Wetland Research Center, Washington, D.C.
Lévesque, M., Andreu-Hayles, L., Pederson, N., 2017. Water availability drives gas exchange and growth of trees in northeastern US, not elevated CO2 and reduced acid deposition. Scientific Reports 7, 19.
Martin-Benito, D., Pederson, N., 2015. Convergence in drought stress, but a divergence of climatic drivers across a latitudinal gradient in a temperate broadleaf forest. Journal of Biogeography 42, 925937.
Mathias, J.M., Thomas, R.B., 2018. Disentangling the effects of acidic air pollution, atmospheric CO2, and climate change on recent growth of red spruce trees in the Central Appalachian Mountains. Global Change Biology 24, 39383953.
Maxwell, J.T., 2016. The benefit of including rarely-used species in dendroclimatic reconstructions: a case study using Juglans nigra in south-central Indiana, USA. Tree-Ring Research 72, 4452.
Maxwell, J.T., Harley, G.L., Matheus, T.J., 2015. Dendroclimatic reconstructions from multiple co-occurring species: a case study from an old-growth deciduous forest in Indiana, USA. Journal of Climatology 35, 860870.
Maxwell, R.S., Harley, G.L., Maxwell, J.T., Rayback, S.A., Pederson, N., Cook, E.R., Barclay, D.J., Li, W., Rayburn, J.A., 2017. An interbasin comparison of tree-ring reconstructed streamflow in the eastern United States. Hydrological Processes 31, 23812394.
Maxwell, J.T., Harley, G.L., Robeson, S.M., 2016. On the declining relationship between tree growth and climate in the Midwest United States: the fading drought signal. Climatic Change 138, 127142.
Maxwell, R.S., Hessl, A.E., Cook, E.R., Pederson, N., 2011. A multispecies tree ring reconstruction of Potomac River streamflow (950–2001). Water Resources Research 47, W05512.
Meko, D., 1997. Dendroclimatic reconstruction with time varying predictor subsets of tree indices. Journal of Climate 10, 687696.
Meko, D., Cook, E.R., Stahle, D.W., Stockton, C.W., Hughes, M.K., 1993. Spatial patterns of tree-growth anomalies in the United States and southeastern Canada. Journal of Climate 6, 17731786.
Overland, J.E., Preisendorfer, R.W., 1982. A significance test for principal components applied to a cyclone climatology. Monthly Weather Review 110, 14.
Pearl, J.K., Anchukaitis, K.J., Pederson, N., Donnelly, J.P., 2017. Reconstructing northeastern United States temperatures using Atlantic white cedar tree rings. Environmental. Research Letters 12, 114012.
Pederson, N., Bell, A.R., Cook, E.R., Lall, U., 2013. Is an epic pluvial masking the water insecurity of the Greater New York City Region? Journal of Climate 26, 13391354.
Pederson, N., Cook, E.R., Jacoby, G.C., Peteet, D.M., Griffin, K.L., 2004. The influence of winter temperatures on the annual radial growth of six northern range margin tree species. Dendrochronologia 22, 729.
Pederson, N., D'Amato, A.W., Dyer, J.M., Foster, D.R., Goldblum, D., Hart, J.L., Hessl, A.E., et al. , 2015. Climate remains an important driver of post-European vegetation change in the eastern United States. Global Change Biology 21, 21052110.
Pederson, N., Tackett, K., McEwan, R.W., Clark, S., Cooper, A., Brosi, G., Eaton, R., Stockwell, R.D., 2012. Long-term drought sensitivity of trees in second-growth forests in a humid region. Canadian Journal of Forest Research 42, 18371850.
Prasad, A.M., Iverson, L.R., Peters, M.P., Matthews, S.N., 2014. Climate Change Tree Atlas. Northern Research Station, U.S. Forest Service, Delaware, OH.
Preisendorfer, R.W., Mobley, C.D., 1988. Principal Component Analysis in Meteorology and Oceanography. Developments in Atmospheric Science, 17. Elsevier, Amsterdam.
Pritzkow, C., Wazny, T., Heussner, K.U., Słowiński, M., Bieber, A., Liñán, I.D., Helle, G., Heinrich, I., 2016. Minimum winter temperature reconstruction from average earlywood vessel area of European oak (Quercus robur) in N-Poland. Palaeogeography, Palaeoclimatology, Palaeoecology 449, 520530.
Reinmann, A.B., Hutyra, L.R., 2016. Edge effects enhance carbon uptake and its vulnerability to climate change in temperate broadleaf forests. Proceedings of the National Academy of Sciences of the United States of America 114, 16.
Richardson, A.D., Carbone, M.S., Keenan, T.F., Czimczik, C.I., Hollinger, D.Y., Murakami, P., Schaberg, P.G., Xu, X., 2013. Seasonal dynamics and age of stemwood nonstructural carbohydrates in temperate forest trees. New Phytologist 197, 850861.
Rohde, R., Muller, R.A., Jacobsen, R., Muller, E., Perlmutter, S., Rosenfeld, A., Wurtele, J., Groom, D., Wickham, C., 2013. A new estimate of the average Earth surface land temperature spanning 1753 to 2011. Geoinformatics and Geostatistics: An Overview 1, 17.
Sperry, J.S., Nichols, K.L., Sullivan, J.E.M., Eastlack, S.E., 1994. Xylem embolism in ring-porous, diffuse-porous, and coniferous trees of northern Utah and interior Alaska. Ecology 75, 17361752.
Stahle, D.W., 1979. Tree-ring dating of historic buildings in Arkansas. Tree-Ring Bulletin 39, 128.
Stahle, D.W., Cleaveland, M.K., 1992. Reconstruction and analysis of spring rainfall over the southeastern U.S. for the past 1000 years. Bulletin of the American Meteorological Society 73, 19471961.
Stahle, D.W., Cleaveland, M.K., Hehr, J.G., 1985. A 450-year drought reconstruction for Arkansas, United States. Nature 316, 530532.
Vaganov, E.A., Anchukaitis, K.J., Evans, M.N., 2011. How well understood are the processes that create dendroclimatic records? A mechanistic model of climatic control on conifer tree-ring growth dynamics. In: Hughes, M.K., Swetnam, T.W., Diaz, H.F. (Eds.), Dendroclimatology: Progress and Prospects. Developments in Paleoecological Research, 11. Springer, Dordrecht, the Netherlands, pp. 3775.
Weedon, J.T., Cornwell, W.K., Cornelissen, J.H.C., Zanne, A.E., Wirth, C., Coomes, D.A., 2009. Global meta-analysis of wood decomposition rates: a role for trait variation among tree species? Ecology Letters 12, 4556.
Weigel, R., Muffler, L., Klisz, M., Kreyling, J., van der Maaten-Theunissen, M., Wilmking, M., Van Der Maaten, E., 2018. Winter matters: sensitivity to winter climate and cold events increases towards the cold distribution margin of European beech (Fagus sylvatica L.). Journal of Biogeography 45, 27792790.
Wigley, T., Briffa, K., Jones, P., 1984. On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. Journal of Climate and Applied Meteorology 23, 201213.
Wilson, R., Anchukaitis, K., Briffa, K.R., Büntgen, U., Cook, E., D'Arrigo, R., Davi, N., et al. , 2016. Last millennium Northern Hemisphere summer temperatures from tree rings: Part I, the long term context. Quaternary Science Reviews 134, 118.
Zhao, S., Pederson, N., D'Orangeville, L., HilleRisLambers, J., Boose, E., Penone, C., Bauer, B., Jiang, Y., Manzanedo, R.D., 2018. The International Tree Ring Data Bank (ITRDB) revisited: data availability and global ecological representativity. Journal of Biogeography (in press). https://doi.org/10.1111/jbi.13488.

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