Environmental niche and distribution of six deciduous tree species in the Spanish Atlantic Region.

Abstract: Understanding the influence of environmental factors on the distribution of tree species is essential for developing management actions at regional level. We computed species distribution models for six European tree species to determine their potential niche in the Spanish Atlantic region, where deciduous forests are relatively well preserved. We used data from the national Forest Inventory and topo-climatic and soil variables to construct distribution models by the Generalized Linear Model procedure. The main factors found to determine the presence of the selected species were minimum winter temperature and mineral fertility of soils. Suitable habitats for Quercus petraea and F. sylvatica were mainly high-altitude areas with low minimum temperatures. In contrast, Q. robur and C. sativa were restricted to low altitudes and warmer conditions. Betula pubescens was not influenced by the elevation, probably because it is adapted to Atlantic conditions, and distribution of this species was associated with low fertility soils. Although the submediterranean Q. pyrenaica was positively influenced by the slope, model performance was poor for this species, possibly because of the truncated environmental range of the species in the study area. The findings suggest that temperature rather than moisture is shaping the distribution of deciduous trees at the southern limit of the Atlantic biogeographic region. We also note that the strong elevational difference between the warm coast and the cold mountains may determine the geographical disjunction between Q. robur and Q. petraea in southern Europe.

[1]  W. Thuiller,et al.  Predicting species distribution: offering more than simple habitat models. , 2005, Ecology letters.

[2]  J. S. Jensen Provenance Variation in Phenotypic Traits in Quercus robur and Quercus petraea in Danish Provenance Trials , 2000 .

[3]  o. Prof. em. Dr. h. c. Heinrich Walter,et al.  Vegetation of the Earth and Ecological Systems of the Geobiosphere , 1983, Heidelberg Science Library.

[4]  O. S. Palomares,et al.  Autoecología de los castañares de Castilla (España) , 2002 .

[5]  M. Alfò,et al.  Classifying and Mapping Potential Distribution of Forest Types Using a Finite Mixture Model , 2014, Folia Geobotanica.

[6]  W. Willner,et al.  Phytogeographical evidence for post‐glacial dispersal limitation of European beech forest species , 2009 .

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

[8]  Keith Bennett,et al.  QUATERNARY REFUGIA OF NORTH EUROPEAN TREES , 1991 .

[9]  H. Hänninen,et al.  Cold acclimation of pedunculate oak (Quercus robur L.) at its northernmost distribution range , 2008 .

[10]  C. Muñoz Sobrino,et al.  Climatic and human effects on the post-glacial dynamics of Fagus sylvatica L. in NW Iberia , 2009, Plant Ecology.

[11]  G. Nabuurs,et al.  Statistical mapping of tree species over Europe , 2011, European Journal of Forest Research.

[12]  Pedro Martins da Silva,et al.  Identifying and prioritising services in European terrestrial and freshwater ecosystems , 2010, Biodiversity and Conservation.

[13]  J. Obeso,et al.  Fragmentation patterns and protection of montane forest in the Cantabrian range (NW Spain) , 2005 .

[14]  Piermaria Corona,et al.  European forest types: Categories and types for sustainable forest management reporting and policy , 2006 .

[15]  J. Svenning,et al.  Limited filling of the potential range in European tree species , 2004 .

[16]  Anssi Pekkarinen,et al.  Modelling and mapping the suitability of European forest formations at 1-km resolution , 2011, European Journal of Forest Research.

[17]  Millenium Ecosystem Assessment Ecosystems and human well-being: synthesis , 2005 .

[18]  P. Ramil‐Rego,et al.  Palynological data on major Holocene climatic events in NW Iberia , 2005 .

[19]  A comparison of the autecology of Quercus robur L. and Q. pyrenaica Wild.: present habitat in Galicia, NW Spain , 2007 .

[20]  Flemming Skov,et al.  Could the tree diversity pattern in Europe be generated by postglacial dispersal limitation? , 2007, Ecology letters.

[21]  A. Gastón,et al.  Lithologic data improve plant species distribution models based on coarse-grained ocurrence data , 2009 .

[22]  A. Ellison,et al.  Should species distribution models account for spatial autocorrelation? A test of model projections across eight millennia of climate change , 2013 .

[23]  Jingyun Fang,et al.  Climatic limits for the present distribution of beech (Fagus L.) species in the world , 2006 .

[24]  M. B. Garzón,et al.  Effects of climate change on the distribution of Iberian tree species , 2008 .

[25]  Á. Blanco,et al.  Autoecología de los castañares de Galicia (España) , 2000 .

[26]  Á. Blanco,et al.  Autoecología paramétrica de los hayedos de Castilla y León , 2003 .

[27]  M. Benito-Garzón,et al.  Present and future extension of the Iberian submediterranean territories as determined from the distribution of marcescent oaks , 2009, Plant Ecology.

[28]  L. Chisholm,et al.  An evaluation of environmental factors affecting species distributions , 2011 .

[29]  John Bell,et al.  A review of methods for the assessment of prediction errors in conservation presence/absence models , 1997, Environmental Conservation.

[30]  C. W. Thornthwaite An approach toward a rational classification of climate. , 1948 .

[31]  Caspar A. Mücher,et al.  A climatic stratification of the environment of Europe , 2005 .

[32]  J. Schultz The ecozones of the world , 1995 .

[33]  M. Conedera,et al.  The cultivation of Castanea sativa (Mill.) in Europe, from its origin to its diffusion on a continental scale , 2004 .

[34]  Wolfgang Cramer,et al.  The effects of fragmentation and disturbance of rainforest on ground‐dwelling small mammals on the Robertson Plateau, New South Wales, Australia , 1996, Journal of Biogeography.

[35]  P. Álvarez-Álvarez,et al.  Regional-scale stand density management diagrams for Pyrenean oak (Quercus pyrenaica Willd.) stands in north-west Spain , 2013 .

[36]  S. Potosí,et al.  Universidad Autónoma de , 1999 .

[37]  C. Muñoz Sobrino,et al.  Late Würm and early Holocene in the mountains of northwest Iberia: biostratigraphy, chronology and tree colonization , 2007 .

[38]  M. Díaz-Maroto,et al.  Autecology of sessile oak (Quercus petraea) in the north-west Iberian Peninsula , 2006 .

[39]  G. Moreno,et al.  The genus Betula (Betulaceae) in the sistema central (Spain) , 1989 .

[40]  M. Conedera,et al.  Quaternary refugia of the sweet chestnut (Castanea sativa Mill.): an extended palynological approach , 2004 .

[41]  J A Swets,et al.  Measuring the accuracy of diagnostic systems. , 1988, Science.

[42]  J. Meeus Pan-European landscapes , 1995 .

[43]  Sakari Tuhkanen,et al.  Climatic parameters and indices in plant geography , 1980 .