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iForest - Biogeosciences and Forestry

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

Jose V Roces-Díaz (1)   , Borja Jiménez-Alfaro (2), Pedro Álvarez-Álvarez (1), Miguel A Álvarez-García (3)

iForest - Biogeosciences and Forestry, Volume 8, Issue 2, Pages 214-221 (2015)
doi: https://doi.org/10.3832/ifor1183-008
Published: Aug 28, 2014 - Copyright © 2015 SISEF

Research Articles


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.

  Keywords


Species Distribution Models, Topo-climatic Variables, Quercus species, Castanea sativa, Iberian Peninsula, Deciduous Forests

Authors’ address

(1)
Jose V Roces-Díaz
Pedro Álvarez-Álvarez
GIS-Forest Group, Department of Organisms and Systems Biology, University of Oviedo, E-33993 Mieres (Spain)
(2)
Borja Jiménez-Alfaro
Department of Botany and Zoology, Masaryk University, CZ-61137 Brno (Czech Republic)
(3)
Miguel A Álvarez-García
INDUROT, Department of Organisms and Systems Biology, University of Oviedo , E-33993 Mieres (Spain)

Corresponding author

 
Jose V Roces-Díaz
jvroces@gmail.com

Citation

Roces-Díaz JV, Jiménez-Alfaro B, Álvarez-Álvarez P, Álvarez-García MA (2015). Environmental niche and distribution of six deciduous tree species in the Spanish Atlantic region. iForest 8: 214-221. - doi: 10.3832/ifor1183-008

Academic Editor

Emanuele Lingua

Paper history

Received: Nov 18, 2013
Accepted: May 31, 2014

First online: Aug 28, 2014
Publication Date: Apr 01, 2015
Publication Time: 2.97 months

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List of the papers citing this article based on CrossRef Cited-by.

 
(1)
Álvarez MA, Marquínez J (2007)
Impacto de los incendios forestales en Asturias. Análisis de los últimos 30 años. Principado de Asturias [Impact of forest wildfires in Asturias: An analysis of last 30 years]. INDUROT, Universidad de Oviedo, KRK Ediciones, Oviedo, Spain, pp. 208. [in Spanish]
Gscholar
(2)
Ashcroft MB, French KO, Chisholm L (2011)
An evaluation of environmental factors affecting species distributions. Ecological Modelling 222 (3): 524-531.
CrossRef | Gscholar
(3)
Attorre F, Francesconi F, Sanctis M, Alfò M, Martella F, Valenti R, Vitale M (2012)
Classifying and mapping potential distribution of forest types using a finite mixture model. Folia Geobotanica 1-23.
CrossRef | Gscholar
(4)
Benito Garzón M, Sánchez de Dios R, Sainz Ollero H (2008)
Effects of climate change on the distribution of Iberian tree species. Applied Vegetation Science 11 (2): 169-178.
CrossRef | Gscholar
(5)
Bennett KD, Tzedakis PC, Willis KJ (1991)
Quaternary refugia of north European trees. Journal of Biogeography 18: 103-115.
CrossRef | Gscholar
(6)
Blanco A, Rubio A, Sánchez O, Elena R, Gómez V, Graña D (2000)
Autoecología de los castañares de Galicia (España) [Autoecology of sweet chestnuts trees in Galicia (Spain)]. Investigación Agraria Sistemas y Recursos Forrestales 9 (2): 337-361. [in Spanish]
Gscholar
(7)
Brus DJ, Hengeveld GM, Walvoort DJJ, Goedhart PW, Heidema aH, Nabuurs GJ, Gunia K (2011)
Statistical mapping of tree species over Europe. European Journal of Forest Research 131 (1): 145-157.
CrossRef | Gscholar
(8)
Casalegno S, Amatulli G, Bastrup-Birk A, Houston Durrant T, Pekkarinen A (2011)
Modelling and mapping the suitability of European forest formations at 1-km resolution. European Journal of Forest Research 130: 971-981.
CrossRef | Gscholar
(9)
Castaño-Santamaría J, Barrio-Anta M, Álvarez-Álvarez P (2013)
Regional-scale stand density management diagrams for Pyrenean oak (Quercus pyrenaica Willd.) stands in north-west Spain. iForest 6 (1): 113-122
CrossRef | Gscholar
(10)
Conedera M, Krebs P, Tinner W, Pradella M, Torriani D (2004)
The cultivation of Castanea sativa (Mill.) in Europe: from its origin to its diffusion on a continental scale. Vegetation History and Archeobotany 13: 161-179.
CrossRef | Gscholar
(11)
Ceballos L, Ruíz de la Torre J (2001)
Arboles y arbustos de la España peninsular [Trees and shrubs of the Iberian Peninsula]. Fundación Conde del Valle de Salazar. Ediciones Mundi-Prensa, Madrid, Spain, pp. 512. [in Spanish]
Gscholar
(12)
Díaz TE, Fernández-Prieto JA (1987)
Asturias y Cantabria [Asturias and Cantabria]. In: “La vegetación de España” (Peinado M, Rivas-Martínez S eds). Universidad de Alcalá de Henares, Madrid, Spain, pp. 77-116. [in Spanish]
Gscholar
(13)
Díaz TE, Fernández-Prieto JA (1994)
La vegetación de Asturias [The vegetation of Asturias]. Itinera Geobotanica 8: 243-528. [in Spanish]
Gscholar
(14)
Diaz-Maroto I, Vila-Lameiro P, Guchu E, Diaz-Maroto M (2007)
A comparison of the autecology of Quercus robur L. and Q. pyrenaica Wild.: present habitat in Galicia, NW Spain. Forestry 80 (3): 223-239.
CrossRef | Gscholar
(15)
Diaz-Maroto IJ, Vila-Lameiro P, Diaz-Maroto, MC (2006)
Autecology of sessile oak (Quercus petraea) in the north-west Iberian Peninsula. Scandinavian Journal of Forest Research 21 (6): 458-469.
CrossRef | Gscholar
(16)
EEA (2007)
European forest types. Categories and types for sustainable forest management reporting and policy (2nd edn). EEA Technical Report no 9/2006, European Environment Agency, Copenhagen, Denmark, pp. 111.
Gscholar
(17)
EEA (2011)
Biogeographical regions. European Environment Agency, Copenhagen, Denmark.
Online | Gscholar
(18)
Elith J, Leathwick JR (2009)
Species distribution models: ecological explanation and prediction across space and time. Annual Review of Ecology Evolution and Systematics 40: 677-97.
CrossRef | Gscholar
(19)
Fang J, Lechowicz J (2006)
Climatic limits for the present distribution of beech (Fagus L.) species in the world. Journal of Biogeography 33: 1804-1819.
CrossRef | Gscholar
(20)
Fernández-Menéndez S (2002)
Variables geomorfológicas y modelos predictivos de la distribución espacial de propiedades edáficas [Geomorphologic variables and predictive models of the spatial distribution of edaphic properties]. Memoria de tesis doctoral, Universidad de Oviedo, Mieres, Spain, pp. 327. [in Spanish]
Gscholar
(21)
Fielding AH, Bell JF (1997)
A review of methods for the assessment of prediction errors in conservation presence/absence models. Environmental Conservation 24 (1): 38-49.
CrossRef | Gscholar
(22)
Garcia D, Quevedo M, Obeso J, Abajo A (2005)
Fragmentation patterns and protection of montane forest in the Cantabrian range (NW Spain). Forest Ecology and Management 208 (1-3): 29-43.
CrossRef | Gscholar
(23)
Gaston A, Soriano C, Gómez-Miguel V (2009)
Lithologic data improve plant species distribution models based on coarse-grained ocurrence data. Investigación Agraria Sistemas y Recursos Forestales 18 (1): 42-49.
Gscholar
(24)
Guisan A, Thuiller W (2005)
Predicting species distribution: offering more than simple habitat models. Ecology Letters 8 (9): 993-1009.
CrossRef | Gscholar
(25)
Harrison PA, Vandewalle M, Sykes MT, Berry PM, Bugter R, Bello F, Feld CK, Grandin U, Harrington R, Haslett JR, Jongman RH, Luck GW, Silva PM, Moora M, Settele J, Sousa JP, Zobel M (2010)
Identifying and prioritising services in European terrestrial and freshwater ecosystems. Biodiversity and Conservation 19 (10): 2791-2821.
CrossRef | Gscholar
(26)
Huntley B, Birks HJB (1983)
An atlas of past and present pollen map for Europe: 0-13000 BP. Cambridge University Press, Cambridge, UK, pp. 302.
Gscholar
(27)
IGN (2013)
MDT5. Web site, Instituto Geográfico Nacional, Spain.
Online | Gscholar
(28)
Jensen J (2000)
Provenance variation in phenotypic traits in Quercus robur and Quercus petraea in Danish provenance trials. Scandinavian Journal of Forest Research 15: 297-308.
CrossRef | Gscholar
(29)
European Commission (2012)
Species distribution: tree species maps and species habitat suitability. European Forest Data Centre, Joint Research Centre, European Commission.
Online | Gscholar
(30)
Krebs P, Conedera M, Pradella M, Torriani D, Felber M, Tinner W (2004)
Quaternary refugia of the sweet chestnut (Castanea sativa Mill.): an extended palynological approach. Vegetation History and Archeobotany 13: 145-160.
CrossRef | Gscholar
(31)
MA (2005)
Ecosystems and human well-being: synthesis. Millenium Assessment, Island Press, Washington, DC, USA, pp. 137.
Gscholar
(32)
Meeus JHA (1995)
Pan-European landscapes. Landscape and Urban Planning 31:57-79.
CrossRef | Gscholar
(33)
Metzger MJ, Bunce RGH, Jongman RHG, Mücher CA, Watkins JW (2005)
A climatic stratification of the environments of Europe. Global Ecology and Biogeography 14: 549-563.
CrossRef | Gscholar
(34)
MMA (2003)
Tercer inventario forestal nacional: principado de Asturias [Third Spanish National Forest Inventory: Asturias]. Subdirección General de montes, Dirección General de Conservación de la Naturaleza, Secretaría General de Medio Ambiente, Ministerio de Medio Ambiente, Madrid, Spain, pp. 203. [in Spanish]
Gscholar
(35)
Muñoz-Sobrino CM, Ramil-Rego P, Gomez-Orellana L, Diaz-Varela RA (2005)
Palynological data on major Holocene climatic events in NW Iberia. Boreas 343: 381-400.
CrossRef | Gscholar
(36)
Muñoz Sobrino C, Ramil-Rego P, Gómez-Orellana L (2006)
Late Würm and early Holocene in the mountains of northwest Iberia: biostratigraphy, chronology and tree colonization. Vegetation History and Archeobotany 16(4): 223-240.
CrossRef | Gscholar
(37)
Muñoz-Sobrino C, Ramil-Rego P, Gómez-Orellana L, Ferreiro da Costa J, Díaz Varela RA (2008)
Climatic and human effects on the post-glacial dynamics of Fagus sylvatica L. in NW Iberia. Plant Ecology 203 (2): 317-340.
CrossRef | Gscholar
(38)
Ninyerola M, Pons X, Roure JM (2005)
Atlas climático de la península Ibérica. Metodología y aplicaciones en bioclimatología y geobotánica [Climatic Atlas of the Iberian Peninsula. Methodology and use for bioclimatology and geobotany]. Universidad Autónoma de Barcelona, Barcelona, Spain, pp. 44.
Gscholar
(39)
Ninyerola M, Serra-Díaz JM, Lloret F (2010)
Topo-climatic suitability atlas of woody plants. Map server. Universidad Autónoma de Barcelona, Barcelona, Spain.
Online | Gscholar
(40)
Peinado M, Moreno G (1989)
The genus Betula (Betulaceae) in the Sistema Central (Spain). Willdenowia 18: 343-359.
Online | Gscholar
(41)
Repo T, Mononen K, Alvila L, Pakkanen TT, Hänninen H (2008)
Cold acclimation of pedunculate oak (Quercus robur L.) at its northernmost distribution range. Environmental and Experimental Botany 63 (1-3): 59-70.
CrossRef | Gscholar
(42)
Record S, Fitzpatrick MC, Finley AO, Veloz S, Ellison AM (2013)
Should species distribution models account for spatial autocorrelation? A test of model projections across eight millennia of climate change. Global Ecology and Biogeography 22: 760-771.
CrossRef | Gscholar
(43)
Rubio A, Sánchez-Palomares O, Gómez V, Graña D, Elena R, Blanco A (2002)
Autoecología de los castañares de Castilla (España) [Autoecology of sweet chestnuts trees of Castilla (Spain)]. Investigación Agraria Sistemas y Recursos Forestales 11 (2): 373-393. [in Spanish]
Gscholar
(44)
Sánchez de Dios R, Benito-Garzón M, Sainz-Ollero H (2009)
Present and future extension of the Iberian submediterranean territories as determined from the distribution of marcescent oaks. Plant Ecology 204 (2): 189-205.
CrossRef | Gscholar
(45)
Sánchez O, Rubio A, Blanco A, Gómez REV (2003)
Autoecología paramétrica de los hayedos de Castilla y León [Parametric autoecology of Beech forest of Castilla y Leon]. Investigación Agraria Sistemas y Recursos Forestales 12: 87-100. [in Spanish]
Gscholar
(46)
Schultz J (2005)
The Ecozones of the world. The Ecological Divisions of the Geosphere (2nd edn), Springer Verlag, New York, USA, pp. 252.
Gscholar
(47)
SPSS Inc. (2008)
SPSS Statistics for Windows, Version 17.0. SPSS Inc., Chicago, IL, USA.
Gscholar
(48)
Svenning JC, Skov F (2004)
Limited filling of the potential range in European tree species. Ecology Letters 7: 565-573.
CrossRef | Gscholar
(49)
Svenning JC, Skov F (2007)
Could the tree diversity pattern in Europe be generated by postglacial dispersal limitation? Ecology Letters 10: 453-460.
CrossRef | Gscholar
(50)
Swets J (1988)
Measuring the accuracy of diagnostic systems. Science 240: 1285-1293.
CrossRef | Gscholar
(51)
Sykes MT, Prentice IC, Cramer W (1996)
A bioclimatic model for the potential distributions of north European tree species under present and future climates. Journal of Biogeography 23 (2): 203-233.
Online | Gscholar
(52)
Thornthwaite CW (1948)
An approach toward a rational classification of climate. Geographical Review 38: 55-94.
CrossRef | Gscholar
(53)
Tuhkanen S (1980)
Climatic parameters and indices in plant geography. Acta Phytogeographica Suecica 67, Uppsala, Sweden, pp. 110.
Gscholar
(54)
Walter H (1979)
Vegetation of the earth and ecological systems of the geo-biosphere (2nd edn). Springer Verlag, New York, USA, pp. 276.
Gscholar
(55)
Willner W, Di Pietro R, Bergmeier E (2009)
Phytogeographical evidence for post-glacial dispersal limitation of European beech forest species. Ecography 32 (6): 1011-1018.
CrossRef | Gscholar
 

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