References
Aber, J., Neilson, R. P., McNulty, S., Lenihan, J. M., Bachelet, D., & Drapek, R. J. (2001). Forest processes and global environmental change: predicting the effects of individual and multiple stressors: We review the effects of several rapidly changing environmental drivers on ecosystem function, discuss interactions among them, and summarize predicted changes in productivity, carbon storage, and water balance.Bioscience, 51 (9), 735-751. doi:https://doi.org/10.1641/0006-3568(2001)051[0735:FPAGEC]2.0.CO;2
Allen, C. D., Breshears, D. D., & McDowell, N. G. (2015). On underestimation of global vulnerability to tree mortality and forest die‐off from hotter drought in the Anthropocene. Ecosphere, 6 (8), 1-55. doi:https://doi.org/10.1890/ES15-00203.1
Anderegg, W. R., Hicke, J. A., Fisher, R. A., Allen, C. D., Aukema, J., Bentz, B., . . . McDowell, N. (2015). Tree mortality from drought, insects, and their interactions in a changing climate. New phytologist, 208 (3), 674-683. doi:https://doi.org/10.1111/nph.13477
Anderegg, W. R., Kane, J. M., & Anderegg, L. D. (2013). Consequences of widespread tree mortality triggered by drought and temperature stress.Nature climate change, 3 (1), 30-36. doi:https://doi.org/10.1038/nclimate1635
Anderegg, W. R., Plavcová, L., Anderegg, L. D., Hacke, U. G., Berry, J. A., & Field, C. B. (2013). Drought’s legacy: multiyear hydraulic deterioration underlies widespread aspen forest die‐off and portends increased future risk. Global change biology, 19 (4), 1188-1196. doi:https://doi.org/10.1111/gcb.12100
Ashraf, M. I., Bourque, C. P.-A., MacLean, D. A., Erdle, T., & Meng, F.-R. (2015). Estimation of potential impacts of climate change on growth and yield of temperate tree species. Mitigation and Adaptation Strategies for Global Change, 20 (1), 159-178. doi:https://doi.org/10.1007/s11027-013-9484-9
Barker, H. L., Holeski, L. M., & Lindroth, R. L. (2019). Independent and interactive effects of plant genotype and environment on plant traits and insect herbivore performance: A meta‐analysis with Salicaceae. Functional Ecology, 33 (3), 422-435. doi: https://doi.org/10.1111/1365-2435.13249
Barton, K. E., Valkama, E., Vehviläinen, H., Ruohomäki, K., Knight, T. M., & Koricheva, J. (2015). Additive and non‐additive effects of birch genotypic diversity on arthropod herbivory in a long‐term field experiment. Oikos, 124 (6), 697-706. doi:https://doi.org/10.1111/oik.01663
Bastiaanse, H., Zinkgraf, M., Canning, C., Tsai, H., Lieberman, M., Comai, L., . . . Groover, A. (2019). A comprehensive genomic scan reveals gene dosage balance impacts on quantitative traits inPopulus trees. Proceedings of the National Academy of Sciences, 116 (27), 13690-13699. doi:https://doi.org/10.1073/pnas.1903229116
Bateman, A., Lewandrowski, W., Stevens, J. C., & Muñoz‐Rojas, M. (2018). Ecophysiological indicators to assess drought responses of arid zone native seedlings in reconstructed soils. Land Degradation & Development, 29 (4), 984-993. doi:https://doi.org/10.1002/ldr.2660
Bates, D., Mächler, M., Bolker, B., & Walker, S. (2014). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67 , 1-48.
Batllori, E., Lloret, F., Aakala, T., Anderegg, W. R. L., Aynekulu, E., Bendixsen, D. P., . . . Zeeman, B. (2020). Forest and woodland replacement patterns following drought-related mortality.Proceedings of the National Academy of Sciences , 202002314. doi: https://doi.org/10.1073/pnas.2002314117
Bell, R., Owens, C., Shapiro, M., & Tardif, J. (1981). Mass rearing and virus production. In The gypsy moth: Research toward integrated pest management (Vol. 1584, pp. 599-655). Washington, DC, USA: US Department of Agriculture
Bernacchi, C. J., Bagley, J. E., Serbin, S. P., RUIZ‐VERA, U. M., Rosenthal, D. M., & Vanloocke, A. (2013). Modelling C 3 photosynthesis from the chloroplast to the ecosystem. Plant, cell & environment, 36 (9), 1641-1657. doi:https://doi.org/10.1111/pce.12118
Bishop, M., Furniss, T. J., Mock, K. E., & Lutz, J. A. (2019). Genetic and spatial structuring of Populus tremuloides in a mixed-species forest of southwestern Utah, USA. Western North American Naturalist, 79 (1), 63-71. doi:https://doi.org/10.3398/064.079.0107
Boeckler, G. A., Gershenzon, J., & Unsicker, S. B. (2011). Phenolic glycosides of the Salicaceae and their role as anti-herbivore defenses.Phytochemistry, 72 (13), 1497-1509. doi:https://doi.org/10.1016/j.phytochem.2011.01.038
Bradshaw, A. D. (1965). Evolutionary significance of phenotypic plasticity in plants. Advances in genetics, 13 (1), 115-155. doi:https://doi.org/10.1016/S0065-2660(08)60048-6
Callahan, C. M., Rowe, C. A., Ryel, R. J., Shaw, J. D., Madritch, M. D., & Mock, K. E. (2013). Continental‐scale assessment of genetic diversity and population structure in quaking aspen (Populus tremuloides ).Journal of biogeography, 40 (9), 1780-1791. doi:https://doi.org/10.1111/jbi.12115
Chen, L., Huang, J. G., Dawson, A., Zhai, L., Stadt, K. J., Comeau, P. G., & Whitehouse, C. (2018). Contributions of insects and droughts to growth decline of trembling aspen mixed boreal forest of western Canada.Global change biology, 24 (2), 655-667. doi:https://doi.org/10.1111/gcb.13855
Cooper, H. F., Grady, K. C., Cowan, J. A., Best, R. J., Allan, G. J., & Whitham, T. G. (2019). Genotypic variation in phenological plasticity: reciprocal common gardens reveal adaptive responses to warmer springs but not to fall frost. Global change biology, 25 (1), 187-200. doi:https://doi.org/10.1111/gcb.14494
DeRose, R. J., Gardner, R., L, Lindroth, R. L., & Mock, K., E. (2021). Polyploidy and growth-defense tradeoffs in natrual populations of western quaking aspen. Journal of chemical ecology, In press .
DeRose, R. J., Mock, K. E., & Long, J. N. (2015). Cytotype differences in radial increment provide novel insight into aspen reproductive ecology and stand dynamics. Canadian Journal of Forest Research, 45 (1), 1-8. doi:https://doi.org/10.1139/cjfr-2014-0382
Diallo, A. M., Nielsen, L. R., Kjær, E. D., Petersen, K. K., & Ræbild, A. (2016). Polyploidy can confer superiority to West AfricanAcacia senegal (L.) Willd. trees. Frontiers in Plant Science, 7 , 821. doi:https://doi.org/10.3389/fpls.2016.00821
Dillaway, D. N., & Kruger, E. L. (2010). Thermal acclimation of photosynthesis: a comparison of boreal and temperate tree species along a latitudinal transect. Plant, cell & environment, 33 (6), 888-899. doi: https://doi.org/10.1111/j.1365-3040.2010.02114.x
Estravis-Barcala, M., Mattera, M. G., Soliani, C., Bellora, N., Opgenoorth, L., Heer, K., & Arana, M. V. (2020). Molecular bases of responses to abiotic stress in trees.Journal of experimental botany, 71 (13), 3765-3779. doi:https://doi.org/10.1093/jxb/erz532
Every, A. D., & Wiens, D. (1971). Triploidy in Utah aspen.Madrono, 21 (3), 138-147.
Gaynor, M. L., Lim-Hing, S., & Mason, C. M. (2020). Impact of genome duplication on secondary metabolite composition in non-cultivated species: a systematic meta-analysis. Annals of botany, 126 (3), 363-376. doi:https://doi.org/10.1093/aob/mcaa107
Gazol, A., Camarero, J., Anderegg, W., & Vicente‐Serrano, S. (2017). Impacts of droughts on the growth resilience of Northern Hemisphere forests. Global Ecology and Biogeography, 26 (2), 166-176. doi:https://doi.org/10.1111/geb.12526
Grady, K. C., Ferrier, S. M., Kolb, T. E., Hart, S. C., Allan, G. J., & Whitham, T. G. (2011). Genetic variation in productivity of foundation riparian species at the edge of their distribution: implications for restoration and assisted migration in a warming climate. Global change biology, 17 (12), 3724-3735. doi:https://doi.org/10.1111/j.1365-2486.2011.02524.x
Greer, B. T., Still, C., Cullinan, G. L., Brooks, J. R., & Meinzer, F. C. (2018). Polyploidy influences plant–environment interactions in quaking aspen (Populus tremuloides Michx.). Tree physiology, 38 (4), 630-640. doi:10.1093/treephys/tpx120
Huang, G., Rymer, P. D., Duan, H., Smith, R. A., & Tissue, D. T. (2015). Elevated temperature is more effective than elevated [CO2] in exposing genotypic variation in Telopea speciosissima growth plasticity: implications for woody plant populations under climate change. Global change biology, 21 (10), 3800-3813. doi:https://doi.org/10.1111/gcb.12990
Jacquet, J.-S., Bosc, A., O’Grady, A., & Jactel, H. (2014). Combined effects of defoliation and water stress on pine growth and non-structural carbohydrates. Tree physiology, 34 (4), 367-376. doi:https://doi.org/10.1093/treephys/tpu018
Kolb, T. E., Fettig, C. J., Ayres, M. P., Bentz, B. J., Hicke, J. A., Mathiasen, R., . . . Weed, A. S. (2016). Observed and anticipated impacts of drought on forest insects and diseases in the United States.Forest Ecology and Management, 380 , 321-334. doi:https://doi.org/10.1016/j.foreco.2016.04.051
Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. (2017). lmerTest package: Tests in linear mixed effects models. Journal of statistical software, 82 (13), 1-26. doi:10.18637/jss.v082.i13
Landhäusser, S. M., Pinno, B. D., & Mock, K. E. (2019). Tamm Review: Seedling-based ecology, management, and restoration in aspen (Populus tremuloides ). Forest Ecology and Management, 432 , 231-245. doi:https://doi.org/10.1016/j.foreco.2018.09.024
Latutrie, M., Tóth, E. G., Bergeron, Y., & Tremblay, F. (2019). Novel insights into the genetic diversity and clonal structure of natural trembling aspen (Populus tremuloides Michx.) populations: A transcontinental study. Journal of biogeography, 46 (6), 1124-1137. doi:https://doi.org/10.1111/jbi.13574
Lecina‐Diaz, J., Martínez‐Vilalta, J., Alvarez, A., Banqué, M., Birkmann, J., Feldmeyer, D., . . . Retana, J. (2021). Characterizing forest vulnerability and risk to climate‐change hazards. Frontiers in Ecology and the Environment, 19 (2), 126-133. doi:https://doi.org/10.1002/fee.2278
Levin, D. A. (1983). Polyploidy and novelty in flowering plants.The American Naturalist, 122 (1), 1-25.
Li, W. L., Berlyn, G. P., & Ashton, P. M. S. (1996). Polyploids and their structural and physiological characteristics relative to water deficit in Betula papyrifera (Betulaceae). American Journal of Botany, 83 (1), 15-20. doi:https://doi.org/10.2307/2445949
Lindroth, R. L., & St. Clair, S. B. (2013). Adaptations of quaking aspen (Populus tremuloides Michx.) for defense against herbivores. Forest Ecology and Management, 299 , 14-21. doi:https://doi.org/10.1016/j.foreco.2012.11.018
Little, E. (1979). Checklist of United States trees (native and naturalized) . Washington D. C.: US Department of Agriculture.
Long, S. P., & Bernacchi, C. (2003). Gas exchange measurements, what can they tell us about the underlying limitations to photosynthesis? Procedures and sources of error. Journal of experimental botany, 54 (392), 2393-2401. doi:https://doi.org/10.1093/jxb/erg262
Lüdecke, D. (2019). sjstats: Statistical Functions for Regression Models (Version R package version 0.17.6).
Madlung, A. (2013). Polyploidy and its effect on evolutionary success: old questions revisited with new tools. Heredity, 110 (2), 99-104. doi:https://doi.org/10.1038/hdy.2012.79
Massad, T. J. (2013). Ontogenetic differences of herbivory on woody and herbaceous plants: a meta-analysis demonstrating unique effects of herbivory on the young and the old, the slow and the fast.Oecologia, 172 (1), 1-10. doi:https://doi.org/10.1007/s00442-012-2470-1
McGraw, J. B., Gottschalk, K. W., Vavrek, M. C., & Chester, A. (1990). Interactive effects of resource availabilities and defoliation on photosynthesis, growth, and mortality of red oak seedlings. Tree physiology, 7 (1-2-3-4), 247-254. doi:https://doi.org/10.1093/treephys/7.1-2-3-4.247
Meng, F., Peng, M., Pang, H., & Huang, F. (2014). Comparison of photosynthesis and leaf ultrastructure on two black locust (Robinia pseudoacacia L.). Biochemical Systematics and Ecology, 55 , 170-175. doi:https://doi.org/10.1016/j.bse.2014.03.025
Millar, C. I., & Stephenson, N. L. (2015). Temperate forest health in an era of emerging megadisturbance. Science, 349 (6250), 823-826. doi:https://doi.org/10.1126/science.aaa9933
Mitton, J. B., & Grant, M. C. (1996). Genetic variation and the natural history of quaking aspen. Bioscience, 46 (1), 25-31. doi: https://doi.org/10.2307/1312652
Mock, K. E., Callahan, C. M., Islam-Faridi, M. N., Shaw, J. D., Rai, H. S., Sanderson, S. C., . . . Gardner, R. S. (2012). Widespread triploidy in western North American aspen (Populus tremuloides ). PLoS One, 7 (10). doi:https://doi.org/10.1371/journal.pone.0048406
Mock, K. E., Rowe, C., Hooten, M. B., Dewoody, J., & Hipkins, V. (2008). Clonal dynamics in western North American aspen (Populus tremuloides ). Molecular Ecology, 17 (22), 4827-4844. doi:10.1111/j.1365-294X.2008.03963.x
Niinemets, Ü. (2010). Responses of forest trees to single and multiple environmental stresses from seedlings to mature plants: past stress history, stress interactions, tolerance and acclimation. Forest Ecology and Management, 260 (10), 1623-1639. doi:https://doi.org/10.1016/j.foreco.2010.07.054
Niwa, Y., & Sasaki, Y. (2003). Plant self-defense mechanisms against oxidative injury and protection of the forest by planting trees of triploids and tetraploids. Ecotoxicology and environmental safety, 55 (1), 70-81. doi:10.1016/s0147-6513(02)00095-7
Park, C. H., Park, Y. E., Yeo, H. J., Yoon, J. S., Park, S.-Y., Kim, J. K., & Park, S. U. (2021). Comparative Analysis of Secondary Metabolites and Metabolic Profiling between Diploid and Tetraploid Morus albaL. Journal of Agricultural and Food Chemistry, 69 (4), 1300-1307. doi:https://doi.org/10.1021/acs.jafc.0c06863
Petit, C., & Thompson, J. D. (1997). Variation in phenotypic response to light availability between diploid and tetraploid populations of the perennial grass Arrhenatherum elatius from open and woodland sites. Journal of Ecology , 657-667. doi:https://doi.org/10.2307/2960536
Petit, R. J., & Hampe, A. (2006). Some evolutionary consequences of being a tree. Annual Review of Ecology, Evolution and Systematics, 37 , 187-214. doi:https://doi.org/10.1146/annurev.ecolsys.37.091305.110215
Pinkard, E., Eyles, A., & O’Grady, A. (2011). Are gas exchange responses to resource limitation and defoliation linked to source: sink relationships? Plant, cell & environment, 34 (10), 1652-1665. doi:10.1111/j.1365-3040.2011.02361.x
Porter, L. J., Hrstich, L. N., & Chan, B. G. (1985). The conversion of procyanidins and prodelphinidins to cyanidin and delphinidin.Phytochemistry, 25 (1), 223-230. doi:https://doi.org/10.1016/S0031-9422(00)94533-3
R Core Team (Producer). (2018). R: a language and environment for statistical computing.
Rehfeldt, G. E., Ferguson, D. E., & Crookston, N. L. (2009). Aspen, climate, and sudden decline in western USA. Forest Ecology and Management, 258 (11), 2353-2364. doi:https://doi.org/10.1016/j.foreco.2009.06.005
Richardson, B. A., Page, J. T., Bajgain, P., Sanderson, S. C., & Udall, J. A. (2012). Deep sequencing of amplicons reveals widespread intraspecific hybridization and multiple origins of polyploidy in big sagebrush (Artemisia tridentata ; Asteraceae). American Journal of Botany, 99 (12), 1962-1975. doi: https://doi.org/10.3732/ajb.1200373
Rubert-Nason, K. F., Couture, J. J., Major, I. T., Constabel, C. P., & Lindroth, R. L. (2015). Influence of genotype, environment, and gypsy moth herbivory on local and systemic chemical defenses in trembling aspen (Populus tremuloides ). Journal of chemical ecology, 41 (7), 651-661. doi:https://doi.org/10.1007/s10886-015-0600-z
Rubert-Nason, K. F., Holeski, L. M., Couture, J. J., Gusse, A., Undersander, D. J., & Lindroth, R. L. (2013). Rapid phytochemical analysis of birch (Betula ) and poplar (Populus ) foliage by near-infrared reflectance spectroscopy. Analytical and bioanalytical chemistry, 405 (4), 1333-1344. doi:https://doi.org/10.1007/s00216-012-6513-6
Rubert‐Nason, K. F., Couture, J. J., Gryzmala, E. A., Townsend, P. A., & Lindroth, R. L. (2017). Vernal freeze damage and genetic variation alter tree growth, chemistry, and insect interactions. Plant, cell & environment, 40 (11), 2743-2753. doi: https://doi.org/10.1111/pce.13042
Samaniego, L., Thober, S., Kumar, R., Wanders, N., Rakovec, O., Pan, M., . . . Marx, A. (2018). Anthropogenic warming exacerbates European soil moisture droughts. Nature climate change, 8 (5), 421-426. doi:https://doi.org/10.1038/s41558-018-0138-5
Schueler, S., Kapeller, S., Konrad, H., Geburek, T., Mengl, M., Bozzano, M., . . . Kraigher, H. (2013). Adaptive genetic diversity of trees for forest conservation in a future climate: a case study on Norway spruce in Austria. Biodiversity and conservation, 22 (5), 1151-1166. doi:https://doi.org/10.1007/s10531-012-0313-3
Seidl, R., Thom, D., Kautz, M., Martin-Benito, D., Peltoniemi, M., Vacchiano, G., . . . Honkaniemi, J. (2017). Forest disturbances under climate change. Nature climate change, 7 (6), 395-402. doi:https://doi.org/10.1038/nclimate3303
Silfver, T., Roininen, H., Oksanen, E., & Rousi, M. (2009). Genetic and environmental determinants of silver birch growth and herbivore resistance. Forest Ecology and Management, 257 (10), 2145-2149. doi:https://doi.org/10.1016/j.foreco.2009.02.020
Sperry, J. S., Adler, F., Campbell, G., & Comstock, J. (1998). Limitation of plant water use by rhizosphere and xylem conductance: results from a model. Plant, cell & environment, 21 (4), 347-359. doi:https://doi.org/10.1046/j.1365-3040.1998.00287.x
Stanke, H., Finley, A. O., Domke, G. M., Weed, A. S., & MacFarlane, D. W. (2021). Over half of western United States’ most abundant tree species in decline. Nature Communications, 12 (1), 451. doi:https://doi.org/10.1038/s41467-020-20678-z
Stevens, M. T., Waller, D. M., & Lindroth, R. L. (2007). Resistance and tolerance in Populus tremuloides: genetic variation, costs, and environmental dependency. Evolutionary Ecology, 21 (6), 829-847. doi:https://doi.org/10.1007/s10682-006-9154-4
Te Beest, M., Le Roux, J. J., Richardson, D. M., Brysting, A. K., Suda, J., Kubešová, M., & Pyšek, P. (2012). The more the better? The role of polyploidy in facilitating plant invasions. Annals of botany, 109 (1), 19-45. doi:https://doi.org/10.1093/aob/mcr277
Van de Peer, Y., Mizrachi, E., & Marchal, K. (2017). The evolutionary significance of polyploidy. Nature Reviews Genetics, 18 (7), 411. doi:https://doi.org/10.1038/nrg.2017.26
Vico, G., & Porporato, A. (2008). Modelling C3 and C4 photosynthesis under water-stressed conditions. Plant and Soil, 313 (1), 187-203. doi:10.1007/s11104-008-9691-4
Vilas, J. S., & Pannell, J. R. (2017). No difference in plasticity between different ploidy levels in the Mediterranean herb Mercurialis annua. Scientific reports, 7 (1), 1-10. doi:https://doi.org/10.1038/s41598-017-07877-3
Wei, N., Cronn, R., Liston, A., & Ashman, T. L. (2019). Functional trait divergence and trait plasticity confer polyploid advantage in heterogeneous environments. New phytologist, 221 (4), 2286-2297. doi:https://doi.org/10.1111/nph.15508
Westerband, A., Funk, J., & Barton, K. (2021). Intraspecific trait variation in plants: a renewed focus on its role in ecological processes. Annals of botany, 127 (4), 397-410. doi:https://doi.org/10.1093/aob/mcab011
Wolfe, B. T., Sperry, J. S., & Kursar, T. A. (2016). Does leaf shedding protect stems from cavitation during seasonal droughts? A test of the hydraulic fuse hypothesis. New phytologist, 212 (4), 1007-1018. doi:https://doi.org/10.1111/nph.14087
Worrall, J. J., Rehfeldt, G. E., Hamann, A., Hogg, E. H., Marchetti, S. B., Michaelian, M., & Gray, L. K. (2013). Recent declines ofPopulus tremuloides in North America linked to climate.Forest Ecology and Management, 299 , 35-51. doi:https://doi.org/10.1016/j.foreco.2012.12.033
Zolkos, S. G., Jantz, P., Cormier, T., Iverson, L. R., McKenney, D. W., & Goetz, S. J. (2015). Projected tree species redistribution under climate change: implications for ecosystem vulnerability across protected areas in the Eastern United States. Ecosystems, 18 (2), 202-220. doi:https://doi.org/10.1007/s10021-014-9822-0