Dual impacts of climate change: forest migration and turnover through life history

Tree species are predicted to track future climate by shifting their geographic distributions, but climate-mediated migrations are not apparent in a recent continental-scale analysis. To better understand the mechanisms of a possible migration lag, we analyzed relative recruitment patterns by comparing juvenile and adult tree abundances in climate space. One would expect relative recruitment to be higher in cold and dry climates as a result of tree migration with juveniles located further poleward than adults. Alternatively, relative recruitment could be higher in warm and wet climates as a result of higher tree population turnover with increased temperature and precipitation. Using the USDA Forest Service's Forest Inventory and Analysis data at regional scales, we jointly modeled juvenile and adult abundance distributions for 65 tree species in climate space of the eastern United States. We directly compared the optimal climate conditions for juveniles and adults, identified the climates where each species has high relative recruitment, and synthesized relative recruitment patterns across species. Results suggest that for 77% and 83% of the tree species, juveniles have higher optimal temperature and optimal precipitation, respectively, than adults. Across species, the relative recruitment pattern is dominated by relatively more abundant juveniles than adults in warm and wet climates. These different abundance-climate responses through life history are consistent with faster population turnover and inconsistent with the geographic trend of large-scale tree migration. Taken together, this juvenile-adult analysis suggests that tree species might respond to climate change by having faster turnover as dynamics accelerate with longer growing seasons and higher temperatures, before there is evidence of poleward migration at biogeographic scales.

[1]  R. Corlett,et al.  Will plant movements keep up with climate change? , 2013, Trends in ecology & evolution.

[2]  E. Zavaleta,et al.  Predicting species responses to climate change: demography and climate microrefugia in California valley oak (Quercus lobata) , 2012 .

[3]  M. Miriti Ontogenetic shift from facilitation to competition in a desert shrub , 2006 .

[4]  James S. Clark,et al.  Failure to migrate: lack of tree range expansion in response to climate change , 2012 .

[5]  A. Peterson,et al.  Evidence of climatic niche shift during biological invasion. , 2007, Ecology letters.

[6]  S. Arndt,et al.  Modelling the potential impact of climate variability and change on species regeneration potential in the temperate forests of South‐Eastern Australia , 2012 .

[7]  A. Peterson Ecological niche conservatism: a time‐structured review of evidence , 2011 .

[8]  H. Pulliam,et al.  Hierarchical analysis of species distributions and abundance across environmental gradients. , 2007, Ecology.

[9]  Antoine Guisan,et al.  Niche dynamics in space and time. , 2008, Trends in ecology & evolution.

[10]  M. Zappa,et al.  Climate change and plant distribution: local models predict high‐elevation persistence , 2009 .

[11]  David J. Currie,et al.  How are tree species distributed in climatic space? A simple and general pattern , 2012 .

[12]  Jeffrey Clary,et al.  The ecology of restoration: historical links, emerging issues and unexplored realms , 2005 .

[13]  James S. Clark,et al.  Evaluating the sources of potential migrant species: implications under climate change. , 2008, Ecological applications : a publication of the Ecological Society of America.

[14]  J. Elith,et al.  Species Distribution Models: Ecological Explanation and Prediction Across Space and Time , 2009 .

[15]  M. Dietze,et al.  Estimating colonization potential of migrant tree species , 2009 .

[16]  O. Phillips,et al.  Increasing Turnover Through Time in Tropical Forests , 1994, Science.

[17]  J. Franklin,et al.  Modeling plant species distributions under future climates: how fine scale do climate projections need to be? , 2013, Global change biology.

[18]  J. Michael Scott,et al.  Predicting Species Occurrences: Issues of Accuracy and Scale , 2002 .

[19]  L. Hannah,et al.  Scale effects in species distribution models: implications for conservation planning under climate change , 2009, Biology Letters.

[20]  Sw. Banerjee,et al.  Hierarchical Modeling and Analysis for Spatial Data , 2003 .

[21]  Ottar Michelsen,et al.  Continent-wide response of mountain vegetation to climate change , 2012 .

[22]  S. Dobrowski A climatic basis for microrefugia: the influence of terrain on climate , 2011 .

[23]  Lourens Poorter,et al.  Growth responses of 15 rain‐forest tree species to a light gradient: the relative importance of morphological and physiological traits , 1999 .

[24]  T. Dawson,et al.  Modelling species distributions in Britain: a hierarchical integration of climate and land-cover data , 2004 .

[25]  G. van der Velde,et al.  Ecological niches. Linking classical and contemporary approaches , 2008 .

[26]  C. Graham,et al.  Niche Conservatism: Integrating Evolution, Ecology, and Conservation Biology , 2005 .

[27]  Kai Zhu,et al.  Individual-scale variation, species-scale differences: inference needed to understand diversity. , 2011, Ecology letters.

[28]  Yadvinder Malhi,et al.  Fingerprinting the impacts of global change on tropical forests. , 2004, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[29]  D. Bell,et al.  Early indicators of change: divergent climate envelopes between tree life stages imply range shifts in the western United States , 2014 .

[30]  Thomas J. Stohlgren,et al.  Species-environment relationships and vegetation patterns: effects of spatial scale and tree life-stage , 1998, Plant Ecology.

[31]  I. Urbieta,et al.  Mediterranean pine and oak distribution in southern Spain: Is there a mismatch between regeneration and adult distribution? , 2011 .

[32]  Jorge Soberón,et al.  Niches and distributional areas: Concepts, methods, and assumptions , 2009, Proceedings of the National Academy of Sciences.

[33]  F. A. Bazzaz,et al.  Changes in drought response strategies with ontogeny in Quercus rubra: implications for scaling from seedlings to mature trees , 2000, Oecologia.

[34]  J. Clark Testing Disturbance Theory with Long-Term Data: Alternative Life-History Solutions to the Distribution of Events , 1996, The American Naturalist.

[35]  THE FOREST RESOURCES OF THE UNITED STATES. , 1896, Science.

[36]  G. Nowacki,et al.  Description of ecological subregions: sections of the conterminous United States , 2007 .

[37]  S L Lewis,et al.  Pattern and process in Amazon tree turnover, 1976-2001. , 2004, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[38]  Louie H. Yang,et al.  Phenology, ontogeny and the effects of climate change on the timing of species interactions. , 2010, Ecology letters.

[39]  J. Wiens The niche, biogeography and species interactions , 2011, Philosophical Transactions of the Royal Society B: Biological Sciences.

[40]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[41]  R. Q. Thomas,et al.  Frequency, not relative abundance, of temperate tree species varies along climate gradients in eastern North America. , 2010, Ecology.

[42]  P. Leadley,et al.  Impacts of climate change on the future of biodiversity. , 2012, Ecology letters.

[43]  T. Dawson,et al.  Spatial scale affects bioclimate model projections of climate change impacts on mountain plants , 2008 .

[44]  T. H. Clutton-Brock,et al.  Why large-scale climate indices seem to predict ecological processes better than local weather , 2004, Nature.

[45]  M. Leishman,et al.  Different climatic envelopes among invasive populations may lead to underestimations of current and future biological invasions , 2009 .

[46]  J. Harper,et al.  The Demography of Plants , 1974 .

[47]  D. L. Le Maitre,et al.  Comment on “Climatic Niche Shifts Are Rare Among Terrestrial Plant Invaders” , 2012, Science.

[48]  Robert G. Bailey,et al.  The following is an electronic version of National Hierarchical Framework of Ecological Units , 1999 .

[49]  Robert P. Anderson,et al.  Ecological Niches and Geographic Distributions (MPB-49) , 2011 .

[50]  M. Germino,et al.  Variation in ecophysiological properties among conifers at an ecotonal boundary: comparison of establishing seedlings and established adults at timberline , 2010 .

[51]  M. A N D A,et al.  Spatial scale affects bioclimate model projections of climate change impacts on mountain plants , 2008 .

[52]  James S. Clark,et al.  Invasion by Extremes: Population Spread with Variation in Dispersal and Reproduction , 2001, The American Naturalist.

[53]  M. G. Ryan,et al.  Tree and forest functioning in response to global warming. , 2001, The New phytologist.

[54]  K. Beard,et al.  Root niche partitioning among grasses, saplings, and trees measured using a tracer technique , 2012, Oecologia.

[55]  William A. Bechtold,et al.  The enhanced forest inventory and analysis program - national sampling design and estimation procedures , 2005 .

[56]  J. Agee Fire Ecology of Pacific Northwest Forests , 1993 .

[57]  Julio L. Betancourt,et al.  Ecology and the ratchet of events: Climate variability, niche dimensions, and species distributions , 2009, Proceedings of the National Academy of Sciences.

[58]  James S. Clark,et al.  Integration of ecological levels: individual plant growth, population mortality and ecosystem processes. , 1990 .

[59]  Jan Dick,et al.  Recent Plant Diversity Changes on Europe’s Mountain Summits , 2012, Science.

[60]  E. Assmann,et al.  The Principles of Forest Yield Study: Studies in the Organic Production, Structure, Increment and Yield of Forest Stands , 2013 .

[61]  B. McGill Matters of Scale , 2010, Science.

[62]  P. Grubb THE MAINTENANCE OF SPECIES‐RICHNESS IN PLANT COMMUNITIES: THE IMPORTANCE OF THE REGENERATION NICHE , 1977 .

[63]  Gian-Reto Walther,et al.  An ecological ‘footprint’ of climate change , 2005, Proceedings of the Royal Society B: Biological Sciences.

[64]  Ronald E. McRoberts,et al.  Estimating and circumventing the effects of perturbing and swapping inventory plot locations , 2005 .

[65]  B. Beckage,et al.  A rapid upward shift of a forest ecotone during 40 years of warming in the Green Mountains of Vermont , 2008, Proceedings of the National Academy of Sciences.

[66]  A. Prasad,et al.  PREDICTING ABUNDANCE OF 80 TREE SPECIES FOLLOWING CLIMATE CHANGE IN THE EASTERN UNITED STATES , 1998 .

[67]  J. Terborgh,et al.  Concerted changes in tropical forest structure and dynamics: evidence from 50 South American long-term plots. , 2004, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[68]  F. Bazzaz,et al.  Ontogenetic Niche Shifts in Old‐Field Annuals , 1985 .

[69]  N. Stephenson,et al.  Forest turnover rates follow global and regional patterns of productivity. , 2005, Ecology letters.

[70]  H. Pulliam On the relationship between niche and distribution , 2000 .

[71]  C. Perry,et al.  Forest Resources of the United States, 2007 , 2009 .

[72]  W. Winner,et al.  Photosynthetic differences between saplings and adult trees: an integration of field results by meta-analysis. , 2002, Tree physiology.

[73]  S. Higgins,et al.  Temperature dependence of the reproduction niche and its relevance for plant species distributions , 2012 .

[74]  David R. B. Stockwell,et al.  Forecasting the Effects of Global Warming on Biodiversity , 2007 .

[75]  Michelle R. Leishman,et al.  Evidence for climatic niche and biome shifts between native and novel ranges in plant species introduced to Australia , 2010 .

[76]  W. McNab,et al.  Delineation, peer review, and refinement of subregions of the conterminous United States , 2007 .

[77]  E. Werner,et al.  THE ONTOGENETIC NICHE AND SPECIES INTERACTIONS IN SIZE-STRUCTURED POPULATIONS , 1984 .

[78]  M. Hutchinson,et al.  Potential Impacts of Climate Change on the Distribution of North American Trees , 2007 .

[79]  Antoine Guisan,et al.  Building the niche through time: using 13,000 years of data to predict the effects of climate change on three tree species in Europe , 2013 .

[80]  John M. Briggs,et al.  Regeneration niche differentiates functional strategies of desert woody plant species , 2010, Oecologia.

[81]  James R. Ehleringer,et al.  Ecophysiological differences among juvenile and reproductive plants of several woody species , 1991, Oecologia.

[82]  R. Bertrand,et al.  Niches of temperate tree species converge towards nutrient‐richer conditions over ontogeny , 2011 .

[83]  F. Maestre,et al.  Shifts in the regeneration niche of an endangered tree (Acer opalus ssp. granatense) during ontogeny: Using an ecological concept for application , 2008 .

[84]  Andrew O. Finley,et al.  An indicator of tree migration in forests of the eastern United States , 2009 .

[85]  C. Woodall,et al.  Assessing the stability of tree ranges and influence of disturbance in eastern US forests , 2013 .

[86]  K. Kitajima,et al.  Functional trait divergence of juveniles and adults of nine Inga species with contrasting soil preference in a tropical rain forest , 2012 .

[87]  James S. Clark,et al.  Climate change vulnerability of forest biodiversity: climate and competition tracking of demographic rates , 2011 .

[88]  P. Marquet,et al.  A Significant Upward Shift in Plant Species Optimum Elevation During the 20th Century , 2008, Science.

[89]  J. Kattge,et al.  Improving assessment and modelling of climate change impacts on global terrestrial biodiversity. , 2011, Trends in ecology & evolution.

[90]  Kai Zhu,et al.  Individual-scale inference to anticipate climate-change vulnerability of biodiversity , 2012, Philosophical Transactions of the Royal Society B: Biological Sciences.

[91]  M. Bradford,et al.  The shape of things to come: woodland herb niche contraction begins during recruitment in mesic forest microhabitat , 2011, Proceedings of the Royal Society B: Biological Sciences.

[92]  M. Goulden,et al.  Rapid shifts in plant distribution with recent climate change , 2008, Proceedings of the National Academy of Sciences.

[93]  A. Prasad,et al.  Estimating potential habitat for 134 eastern US tree species under six climate scenarios , 2008 .

[94]  Antoine Guisan,et al.  Climatic Niche Shifts Are Rare Among Terrestrial Plant Invaders , 2012, Science.

[95]  John-Arvid Grytnes,et al.  Niche conservatism as an emerging principle in ecology and conservation biology. , 2010, Ecology letters.

[96]  James S. Clark,et al.  Disturbance and tree life history on the shifting mosaic landscape , 1991 .

[97]  O. Eriksson Ontogenetic niche shifts and their implications for recruitment in three clonal Vaccinium shrubs: Vaccinium myrtillus, Vaccinium vitis-idaea, and Vaccinium oxycoccos , 2002 .

[98]  Ontogenetic changes in leaf traits of tropical rainforest trees differing in juvenile light requirement , 2011, Oecologia.

[99]  J. Chave,et al.  Functional traits shape ontogenetic growth trajectories of rain forest tree species , 2011 .

[100]  C. Daly,et al.  Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States , 2008 .