Simulating the impact of socio-economic trends on threatened Iberian wolf populations Canis lupus signatus in north-eastern Portugal

Abstract The IP4 highway and the new projected road network have been changing the critical Iberian wolf (Canis lupus signatus) habitat in Tras-os-Montes e Alto Douro region (north-eastern Portugal). A holistic stochastic dynamic methodology (SDM) was developed for predicting changes in Iberian wolf population due to the new highways construction, increasing road traffic density and urbanization. The ecological indicators for wolf presence and abundance were estimated indirectly from the density of attacks on livestock. The low density of wild ungulates in the area makes livestock the main source of food for wolves. These indirect ecological indicators and state variables are the underlying database of our SDM model. This model focus on the interactions between conceptually isolated key-components, such as the density of attacks on livestock and changes in habitat conditions, providing some basis to analyse the responses of wolf populations to the environmental scenarios that will characterize the region in the future. The model proposed was preceded by a conventional multivariate statistical procedure (stepwise multiple regression analysis) performed to discriminate the significant relationships between livestock attacks and socio-environmental variables. The holistic parameters of the model were estimated from the results of the statistical treatment and from regional data regarding tendencies within the use of land. The simulation results demonstrate the SDM capability in capturing the trends of this changing region, namely by showing a dramatically decrease of wolf attacks in the region for the next decade.

[1]  M. Adamič,et al.  The impact of high speed, high volume traffic axes on brown bears in Slovenia , 2003 .

[2]  S Herrero,et al.  ROADS, RAILS AND GRIZZLY BEARS IN THE BOW RIVER VALLEY, ALBERTA , 1998 .

[3]  W. Baker,et al.  Watershed analysis of forest fragmentation by clearcuts and roads in a Wyoming forest , 2004, Landscape Ecology.

[4]  C. Scott Findlay,et al.  Anthropogenic Correlates of Species Richness in Southeastern Ontario Wetlands , 1997 .

[5]  Edna Cabecinha,et al.  Performance of a stochastic-dynamic modelling methodology for running waters ecological assessment , 2004 .

[6]  Sari C. Saunders,et al.  Effects of roads on landscape structure within nested ecological units of the Northern Great Lakes Region, USA , 2002 .

[7]  F. Cotterill Principles of Conservation Biology, 2nd Edition , 1999, Biodiversity & Conservation.

[8]  A. Clevenger,et al.  Factors Influencing the Effectiveness of Wildlife Underpasses in Banff National Park, Alberta, Canada , 2000 .

[9]  Ruud Foppen,et al.  The effects of traffic on the density of breeding birds in Dutch agricultural grasslands , 1996 .

[10]  Liping Xu,et al.  [Response of maize emergence rate and yield to soil water stress in period of seeding emergence and its meteorological assessment in central area of Jilin Province]. , 1988, Ying yong sheng tai xue bao = The journal of applied ecology.

[11]  Floor Brouwer,et al.  Theoretical considerations in the development of environmental indicators. , 1999 .

[12]  R. Forman,et al.  Estimate of the Area Affected Ecologically by the Road System in the United States , 2000 .

[13]  N. Slade,et al.  Road Crossing in Sigmodon hispidus and Microtus ochrogaster , 1984 .

[14]  E. J. Ausems,et al.  Convention on the Conservation of European Wildlife and Natural Habitats , 1980 .

[15]  B. Mclellan,et al.  Grizzly bears and resource-extraction industries: effects of roads on behaviour, habitat use and demography , 1988 .

[16]  Francisco Petrucci-Fonseca,et al.  Lobo na regiào oeste de Trás-Os-Montes (Portugal) , 2000 .

[17]  R. Forman,et al.  The Ecological Road‐Effect Zone of a Massachusetts (U.S.A.) Suburban Highway , 2000 .

[18]  R. Knight Forest Fragmentation in the Southern Rocky Mountains , 1999 .

[19]  Martin K. Obrist,et al.  Biodiversity indicators: the choice of values and measures , 2003 .

[20]  Peter Kareiva,et al.  Biotic interactions and global change. , 1993 .

[21]  P. Duelli Biodiversity evaluation in agricultural landscapes : An approach at two different scales , 1997 .

[22]  H. Mader,et al.  Animal habitat isolation by roads and agricultural fields , 1984 .

[23]  D. Kuonen,et al.  A wolf habitat suitability prediction study in Valais (Switzerland) , 2001 .

[24]  Sam Droege,et al.  A Case for Using Plethodontid Salamanders for Monitoring Biodiversity and Ecosystem Integrity of North American Forests , 2001 .

[25]  Annabelle Andrews,et al.  Fragmentation of Habitat by Roads and Utility Corridors: A Review , 1990 .

[26]  B Ruediger RARE CARNIVORES AND HIGHWAYS - MOVING INTO THE 21ST CENTURY , 1998 .

[27]  João Alexandre Cabral,et al.  A Stochastic Dynamic Methodology (SDM) to the modelling of trophic interactions, with a focus on estuarine eutrophication scenarios. , 2006 .

[28]  Hubert Wiggering,et al.  Indicating ecosystem integrity — theoretical concepts and environmental requirements , 2000 .

[29]  J. H. Zar,et al.  Biostatistical Analysis, 3rd edn. , 1996 .

[30]  W. Baker,et al.  Contribution of Roads to Forest Fragmentation in the Rocky Mountains , 1996 .

[31]  Gary K. Meffe,et al.  Principles of Conservation Biology , 1995 .

[32]  P. Ferreras,et al.  Rates and causes of mortality in a fragmented population of Iberian lynx Felis pardina Temminck, 1824 , 1992 .

[33]  Floor Brouwer,et al.  Environmental Indicators and Agricultural Policy , 1998 .

[34]  M. Goosem Internal fragmentation: the effects of roads, highways and powerline clearings on movements and mortality of rainforest vertebrates , 1997 .

[35]  L. Fahrig,et al.  Effect of road traffic on amphibian density , 1995 .

[36]  Miguel Equihua,et al.  Bat Diversity and Abundance as Indicators of Disturbance in Neotropical Rainforests , 2000, Conservation biology : the journal of the Society for Conservation Biology.

[37]  R. Haight,et al.  A Regional Landscape Analysis and Prediction of Favorable Gray Wolf Habitat in the Northern Great Lakes Region , 1995 .

[38]  Virginia H. Dale,et al.  Challenges in the development and use of ecological indicators , 2001 .

[39]  R. Fico,et al.  The damage-conservation interface illustrated by predation on domestic livestock in central Italy , 1996 .

[40]  Sven Erik Jørgensen,et al.  State-of-the-art of ecological modelling with emphasis on development of structural dynamic models , 1999 .

[41]  L. Cayuela Habitat evaluation for the Iberian wolf Canis lupus in Picos de Europa National Park, Spain , 2004 .

[42]  João Alexandre Cabral,et al.  Development of a stochastic dynamic model for ecological indicators’ prediction in changed Mediterranean agroecosystems of north-eastern Portugal. , 2004 .

[43]  Robert V. O'Neill,et al.  Considerations for the development of a terrestrial index of ecological integrity , 2001 .

[44]  Ana Maria A. C. Rocha,et al.  A stochastic dynamic methodology (SDM) to facilitate handling simple passerine indicators in the scope of the agri-environmental measures problematics , 2007 .

[45]  Michael L. Gibeau A conservation biology approach to management of grizzly bears in Banff National Park, Alberta , 2000 .

[46]  George Bilas,et al.  Selecting agri-environmental indicators to facilitate monitoring and assessment of EU agri-environmental measures effectiveness. , 2004, Journal of environmental management.

[47]  David J. Mladenoff,et al.  Assessing potential gray wolf restoration in the northeastern United States : A spatial prediction of favorable habitat and potential population levels , 1998 .

[48]  J. Voller,et al.  Conservation Biology Principles For Forested Landscapes , 1998 .