Predicting range expansion of invasive raccoons in northern Iran using ENFA model at two different scales

Abstract Invasive alien species are considered to be one of the most important causes of extinction and decline of wild native species. The raccoon ( Procyon lotor ) is native to North and Central America but at present it also occurs in several European and Asian countries. In 1991, the raccoon was recorded for the first time in Iran from Lavandevil Wildlife Refuge. In order to examine how a variation in the extent of the study area influences habitat selection of the raccoon, we ran models at two different scales at Lavandevil Wildlife Refuge and the Gilan Province. We used the Ecological Niche Factor Analysis (ENFA) to describe the invasive raccoons' realized niche and to identify areas exposed to the invasion of the raccoon in northern Iran. Our results showed that the spatial distribution of the raccoon is heavily influenced by natural variables, landscape variables, and human-related variables at Lavandevil Wildlife Refuge scale and topography and vegetation variables at Gilan Province scale. This prediction indicates that the raccoon has a potential to become one of the most numerous mammals in northern Iran.

[1]  Mark S. Boyce,et al.  Modelling distribution and abundance with presence‐only data , 2006 .

[2]  A. Hirzel,et al.  Assessing habitat-suitability models with a virtual species , 2001 .

[3]  C. Nielsen,et al.  Habitat Characteristics of Raccoon Daytime Resting Sites in Southern Illinois , 2007 .

[4]  David R. B. Stockwell,et al.  The GARP modelling system: problems and solutions to automated spatial prediction , 1999, Int. J. Geogr. Inf. Sci..

[5]  Clayton K. Nielsen,et al.  Landscape influences on deer-vehicle accident areas in an Urban environment , 2003 .

[6]  Martin L. Cody,et al.  Habitat selection in birds , 1986 .

[7]  Louis R. Iverson,et al.  Land-use changes in Illinois, ASA: The influence of landscape attributes on current and historic land use , 1988, Landscape Ecology.

[8]  B. Groombridge,et al.  Species extinctions, endangerment and captive breeding , 1994 .

[9]  D. Sol,et al.  Habitat Selection by the Monk Parakeet during Colonization of a New Area in Spain , 1997 .

[10]  David R. B. Stockwell,et al.  Genetic Algorithms II , 1999 .

[11]  J. Hortal,et al.  Prospects for population expansion of the exotic aoudad (Ammotragus lervia; Bovidae) in the Iberian Peninsula: clues from habitat suitability modelling , 2006 .

[12]  E. Gustafson,et al.  Spatial and Temporal Relationships of Old-Growth and Secondary Forests in Indiana, USA , 1997 .

[13]  P. Kareiva Developing a Predictive Ecology for Non‐Indigenous Species and Ecological Invasions , 1996 .

[14]  W. Clark,et al.  Vital statistics and harvest of an Iowa raccoon population , 1989 .

[15]  Frederick W. Stuewer,et al.  Raccoons : their habits and management in Michigan. , 1943 .

[16]  J. Kie,et al.  Effects of scale on interpreting life‐history characteristics of ungulates and carnivores , 2006 .

[17]  E. Matthysen,et al.  Predicting the potential distribution of invasive ring-necked parakeets Psittacula krameri in northern Belgium using an ecological niche modelling approach , 2009, Biological Invasions.

[18]  A. Hirzel,et al.  Ecological requirements of reintroduced species and the implications for release policy: the case of the bearded vulture , 2004 .

[19]  David R. B. Stockwell,et al.  Induction of sets of rules from animal distribution data: a robust and informative method of data analysis , 1992 .

[20]  M. Boyce,et al.  Relating populations to habitats using resource selection functions. , 1999, Trends in ecology & evolution.

[21]  S. Zeveloff,et al.  Raccoons: A Natural History , 2002 .

[22]  T. Crow,et al.  Transformation of a landscape in the upper mid-west, USA: The history of the lower St. Croix river valley, 1830 to present , 1996 .

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

[24]  Monica G. Turner,et al.  Scale and heterogeneity in habitat selection by elk in Yellowstone National Park , 2003 .

[25]  P. Beja,et al.  The use of sighting data to analyse Iberian lynx habitat and distribution , 1999 .

[26]  Antoine Guisan,et al.  Predictive habitat distribution models in ecology , 2000 .

[27]  D. Hosmer,et al.  Applied Logistic Regression , 1991 .

[28]  A. Peterson,et al.  INTERPRETATION OF MODELS OF FUNDAMENTAL ECOLOGICAL NICHES AND SPECIES' DISTRIBUTIONAL AREAS , 2005 .

[29]  M. Boyce,et al.  Evaluating resource selection functions , 2002 .

[30]  D. Chessel,et al.  ECOLOGICAL-NICHE FACTOR ANALYSIS: HOW TO COMPUTE HABITAT-SUITABILITY MAPS WITHOUT ABSENCE DATA? , 2002 .

[31]  M. Enserink Biological Invaders Sweep In , 1999, Science.

[32]  James T. Carlton,et al.  Pattern, process, and prediction in marine invasion ecology , 1996 .

[33]  R. Newbury,et al.  Habitat Selection and Movements of Raccoons on a Grassland Reserve Managed for Imperiled Birds , 2007 .

[34]  S. Higgins,et al.  Predicting the Landscape‐Scale Distribution of Alien Plants and Their Threat to Plant Diversity , 1999 .

[35]  Maggi Kelly,et al.  Support vector machines for predicting distribution of Sudden Oak Death in California , 2005 .

[36]  C. Gortázar,et al.  Invasive exotic aoudad (Ammotragus lervia) as a major threat to native Iberian ibex (Capra pyrenaica): a habitat suitability model approach , 2007 .

[37]  S. Gehrt,et al.  Resource distribution, female home range dispersion and male spatial interactions: group structure in a solitary carnivore , 1998, Animal Behaviour.

[38]  A. Hirzel,et al.  Evaluating the ability of habitat suitability models to predict species presences , 2006 .

[39]  B. Manly,et al.  Resource selection by animals: statistical design and analysis for field studies. , 1994 .