Abstract
The threat to biodiversity due to invasive alien species is considered second only to that of habitat loss. Given the large number of species that are currently invading ecosystems all over the world, we need to distinguish invaders with minor effects from those with large effects in order to prioritize management efforts. Ecological niche models can be used to predict the potential distribution of an invasive species from occurrence records and environmental data layers. We used the Ecological Niche Factor Analysis (ENFA), a presence-only predictive modelling approach, to describe the invasive ring-necked parakeets’ realized niche and to identify areas suitable for the parakeet in northern Belgium. ENFA proved to be a robust and reliable modelling technique, able to gauge the ecological requirements of an invasive species without the need to include historical information on the starting point of the invasion. ENFA shows that the parakeets tend to occupy relatively rare habitats compared to the main environmental conditions in northern Belgium, although they show some tolerance for environmental conditions inside parks and forests. The general distribution of the ring-necked parakeet is governed primarily by the amount of older forest patches, parks and built-up area in the landscape—reflecting the parakeets’ need for suitable nesting cavities and its reliance upon urban areas to forage. Our resulting habitat suitability maps show that the parakeets have ample room to further increase their range in northern Belgium. Our results indicate some concern for increased competition between parakeets and the nuthatches, native cavity nesters known to suffer from competition with parakeets, as some regions known as nuthatch strongholds are highly likely to be invaded by the parakeets.
Access this article
We’re sorry, something doesn't seem to be working properly.
Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.


Similar content being viewed by others
Explore related subjects
Discover the latest articles and news from researchers in related subjects, suggested using machine learning.References
Acevedo P, Casinello J, Hortal J, Gortázar C (2007) Invasive exotic aoudad (Ammotragus lervia) as a major threat to native Iberian ibex (Capra pyrenaica): a habitat suitability model approach. Diversity Distrib 13:587–597
Bluekens K (2002) Inleidende studie naar het nestgebruik van halsbandparkieten en de concurrentie met inheemse vogelsoorten. Unpublished Master Thesis. Lab. of Animal Ecology, Department of Biology, University of Antwerp
Boyce M (2006) Scale for resource selection functions. Diversity Distrib 12:269–276
Boyce M, Vernier P, Nielsen S, Schmiegelow F (2002) Evaluating resource selection functions. Ecol Model 157:281–300
Braun M (2004) Neozoen in urbanen Habitaten: Ökologie und Nischenexpansion des Halsbandsittichs (Psittacula krameri SCOPOLI, 1769) in Heidelberg. Unpublished Master Thesis. Fachbereich Biologie, Philipps-Universität Marburg, Marburg
Braunisch V, Suchant R (2007) A model for evaluating the ‘habitat potential’ of a landscape for capercaillie Tetrao urogallus: a tool for conservation planning. Wildl Biol 13:21–33
Brittingham MC (1991) Effect of winter feeding on wild birds. In: Adams LW, Leedy DL (eds) Wildlife conservation in metropolitan environments. National Institute for Urban Wildlife, Columbia
Busby J (1991) BIOCLIM—a bioclimatic analysis and prediction system. In: Margules CR, Austin MP (eds) Nature conservation: cost effective biological surveys and data analysis. CSIRO, Canberra, pp 64–68
Butler CJ (2003) Population biology of the introduced rose-ringed parakeet Psittacula krameri in the UK. Unpublished PhD Thesis. Department of Zoology, Edward Grey Institute of Field Ornithology, University of Oxford, Oxford PhD thesis, p 312
Butler CJ (2005) Feral parrots in the continental United States and United Kingdom: past, present, and future. J Avian Med Surg 19:142–149
Casinello J, Acevedo P, Hortal J (2006) Prospects for population expansion of the exotic aoudad (Ammotragus lervia;Bovidae) in the Iberian Peninsula: clues from habitat suitability modelling. Diversity Distrib 12:666–678
Claes D, Matthysen E (2005) Inleidende studie naar de voedselecologie en de mogelijke schadeproblematiek van de Halsbandparkiet Psittacula krameri in Vlaanderen en Brussel. Oriolus 70:145–151
Collar NJ (1997) Family Psittacidae (parrots). In: del Hoyo J, Elliott A, Sargatal J (eds) Handbook of the birds of the world, vol 4. Lynx Edicions, Barcelona
Cramer S (2003) Logit models: from economics and other fields. Cambridge Univ Press, pp 66–67
Cramp S (1985) Handbook of the birds of Europe, the Middle East and North Africa. Terns to woodpeckers. Oxford University Press, Oxford, p 960
De Schaetzen R, Jacob J-P (1985) Installation d’une colonie de perriches jeune-veuve (Myiopsitta monachus) à Bruxelles. Bulletin Aves
Dewinck S (2005) Écologie d’une espèce exotique invasive : la Perruche à collier Psittacula krameri, Faculté des Sciences. Université Libre de Bruxelles, Brussels
Dhindsa MS, Saina HK (1994) Agricultural ornithology: an Indian perspective. J Biosci 19:391–402
Dumortier M, De Bruyn L, Hens M, Peymen J, Schneiders A, Van Daele T, Van Reeth W, Weyemberh G, Kuijken E (2005) Natuurrapport 2005. Toestand van de natuur in Vlaanderen: cijfers voor het beleid, Brussels
Engler R, Guisan A, Rechsteiner L (2004) An improved approach for predicting the distribution of rare and endangered species from occurrence and pseudo-absence data. J Appl Ecol 41:263–274
ESRI (2005) ArcGIS 9.1. ESRI Inc., Redlands
Forshaw JM (1978) Parrots of the world. Davis and Charles, London
Franz D (2007) Papageien vor der Haustür—Halsbandsittiche in Wiesbaden. http://www.papageien.org/USER/D_Franz/. Cited 09 January 2008
Franz D, Krause T (2003) Biologie und Verbreitung des Halsbandsittichs in Deustschland - Teil2. Papageien 6:209–213
Guisan A, Zimmerman N (2000) Predictive habitat distribution models in ecology. Ecol Model 135:147–186
Guo Q, Kellya M, Graham C (2005) Support vector machines for predicting distribution of Sudden Oak Death in California. Ecol Model 182:75–90
Hilden O (1965) Habitat selection in birds. Ann Zool Fenn 2:53–75
Hirzel A, Arlettaz R (2003) Modeling habitat suitability for complex species distributions by the environmental-distance geometric mean. Environ Manage 32:614
Hirzel A, Hausser J, Chessel D, Perrin N (2002) Ecological niche factor analysis: How to compute habitat suitability maps without absence data? Ecology 83:2027–2036
Hirzel A, Hausser J and Perrin N (2006a) Biomapper 3.2. Laboratory for Conservation Biology, Department of Ecology and Evolution, University of Lausanne, Switzerland. URL: http://www.unil.ch/biomapper.
Hirzel A, Helfer V, Metral F (2001) Assessing habitat-suitability models with a virtual species. Ecol Model 145:111–121
Hirzel A, Le Lay G, Helfer V, Randin C, Guisan A (2006b) Evaluating the ability of habitat suitability models to predict species presences. Ecol Model 199:142–152
Hirzel A, Posse B, Oggier P-A, Crettenand Y, Glenz C, Arlettaz R (2004) Ecological requirements of reintroduced species and the implications for release policy: the case of the bearded vulture. J Appl Ecol 41:1103–1116
Hutchinson G (1957) Concluding remarks. Cold Spring Harb Symp Quant Biol 22:415–427
Jansson C, Ekman J, Von Broemssen A (1981) Winter mortality and food supply in tits Parus spp. Oikos 37:313–322
Jimenez-Valverde A, Lobo M (2007) Threshold criteria for conversion of probability of species presence to either–or presence–absence. Acta Oecol 31:361–369
Kahl-Dunkel A, Werner R (2002) Winterverbreitung des Halsbandsittichs Psittacula krameri in Köln. Die Vogelwelt 123:17–20
Levin SA (1992) The problem of pattern and scale in ecology. Ecology 73:1943–1967
Liu C, Berry P, Dawson T, Pearson G (2005) Selecting thresholds of occurrence in the prediction of species distributions. Ecography 28:385–393
Manly B, McDonald L, homas D, McDonald T, Erickson W (2002) Resource selection by animals: statistical design and analysis for field studies, 2nd edn. Kluwer Academic Publishers, Dordrecht
Martin T (1987) Food as a limit on breeding birds: a life history perspective. Ann Rev Ecol Syst 18:453–487
Matthysen E (1998) The nuthatches. T & A. D. Poyser, London
McComb WC, Noble RE (1981) Nest-box and natural cavity use in three mid south forest habitats. J Wildl Manage 45:93–101
McNeely JA, Mooney HA, Neville LE, Schei P and Waage JK (2001) Global strategy on invasive Alien species. IUCN, Gland, Switzerland and Cambridge, UK in collaboration with the Global Invasive Species Programme
Meyer C (2007) Does scale matter in predicting species distributions? Case study with the Marbled Murrelet. Ecol Appl 17:1474–1483
Meyer C, Thuiller W (2006) Accuracy of resource selection functions across spatial scales. Diversity Distrib 12:288–297
Mitchell M, Lancia R, Gewin K (2001) Using landscape-level data to predict the distribution of birds on a managed forest: effects of scale. Ecol Appl 11:1692–1708
Newton I (1994) The role of nest sites in limiting the numbers of hole-nesting birds: a review. Biol Conserv 70:265–276
Newton I (1998) Population limitation in birds. Academic Press, San Diego, p 594
Parker IM, Simberloff D, Lonsdale WM, Goodell K, Wonham M, Kareiva PM, Williaùson B, Von Holle B, Moyle PB, Byers JE, Goldwasser L (1999) Impact: toward a framework for understanding the ecological effects of invaders. Biol Invas 1:3–19
Pearce J, Boyce M (2006) Modelling distribution and abundance with presence-only data. J Appl Ecol 43:405–412
Peterson A (2001) Predicting species’ geographic distributions based on ecological niche modeling. The Condor 103:599–605
Philips S, Anderson P, Shapire D (2006) Maximum entropy modeling of species geographic distributions. Ecol Model 190:231–259
Pimentel D, Zuniga R, Morrison D (2005) Update on the environmental and economic costs associated with alien-invasive species in the United States. Ecol Econ 52:273–288
Pithon J (1998) The status and ecology of the ring-necked parakeet Psittacula krameri in Great Britain. Unpublished PhD Thesis. Department of Biology, University of York, York PhD Thesis
Reynolds S, Schoech S, Bowman R (2003) Nutritional quality of prebreeding diet influences breeding performance of the Florida scrub-jay. Oecologia 134:308–316
Scalliet C (1999) Etude de l’adaption et de l’impact de la Perruche à collier Psittacula krameri en milieu urbain bruxellois. Unpublished Master Thesis, Faculté des Sciences Agronomiques, Université de Gembloux, Gembloux
Sokal R, Rohlf F (1981) Biometry: the principles and practice of statistics in biological research. W.H. Freeman, New York, New York, USA
Sol D, Santos D, Feria E, Clavell J (1997) Habitat selection the monk parakeet during colonization of a new area in Spain. Condor 99:39–46
Strubbe D, Matthysen E (2007) Invasive ring-necked parakeets Psittacula krameri in Belgium: habitat selection and impact on native birds. Ecography 30:578–588
Van Der Aa B (2007) Toestand van de natuur in Vlaanderen: cijfers voor het beleid. In: Dumortier M, De Bruyn L, Hens M, Peymen J, Schneiders A, Van Daele T, Van Reeth W (eds) Natuurrapport 2007. Mededelingen van het Instituut voor Natuur- en Bosonderzoek nr. 4, Brussel, pp 38–55
Vermeersch G, Anselin A, Devos K, Herremans M, Stevens J, Gabriëls J, Van Der Krieken B (2004) Atlas van de Vlaamse broedvogels 2000–2002, Brussel
Vermeersch G, Anselin A, Devos K (2006) Bijzondere Broedvogels in Vlaanderen in de periode 1994–2005. Populatietrends en recente status van zeldzame, kolonievormende en exotische broedvogels in Vlaanderen. Mededeling van het instituut voor natuur- en bosonderzoek, 2006(2). Instituut voor Natuur- en Bosonderzoek: Brussel, Belgium, p 64
Vitousek P, DAntonio C, Loope L, Rejmanek M, Westbrooks R (1997) Introduced species: a significant component of human-caused global change. N Z J Ecol 21:1–16
Weiserbs A, Jacob J-P (2005) Brussels. In: Kelcey JG, Rheinwald GG (eds) Birds in European cities. GINSTER Verlag, St Katharinen, pp 81–102
Weiserbs A, Jacob J-P (2007) Oiseaux nicheurs de Bruxelles, 2000–2004: répartition, effectifs, évolution. AVES, p 288
Weiserbs A, Janssens M, Jacob J-P (2000) Une troisième perruche nicheuse en Région bruxelloise: la Perruche alexandre Psittacula eupatria. Bull Aves 37:115–120
Weiserbs A, Jacob J-P, Rotsaert G (2002) Evaluation de l’incidence de développement des populations de perruches sur les habitats et les espèces indigènes en Région bruxelloise. Rapport final. Convention entre l’IBGE et AVES a.s.b.l
Wesolowski T (2006) Lessons from long-term hole nester studies in a primeval temperate forest. J Ornithol 147:38–38
Wilcove DS, Rothstein D, Dubow J, Phillips A, Losos E (1998) Quantifying threats to imperiled species in the United States. Bio Sci 48:607–615
Wils C, Paelinckx D, Adams D, Berten Y, Bosch H, De Knijf G, De Saeger S, Demolder H, Guelinckx R, Lust P, Scheldeman K, T’jollyn F, Van Hove M, Vandenbussche V, Vriens L (2004) Biologische waarderingskaart en natuurgerichte bodembedekkingkaart van het vlaamse gewest: integratie van de bwk en vereenvoudiging tot een 90- en 32- delige legende (80% bwk, versie 2 van 1997 tot 2003 en 20% bwk, versie1). Rapporten van het instituut voor natuurbehoud, (8). Instituut voor Natuurbehoud, Brussel: Belgium, p 39
Zaniewski A, Lehman A, McC Overton J (2002) Predicting species spatial distributions using presence-only data: a case study of native New Zealand ferns. Ecol Model 157:261–280
Acknowledgements
We would like to thank all observers who transmitted their data on parakeet breeding locations: Héloïse Papillon, Kristin Bluekens, Anne Weiserbs, Jean-Paul Jacob, Alain Reygel, Michel Louette, Alfons Willemsen and all observes of the Flemish Breeding Bird Atlas. D.S. wishes to thank D. Reulen en D. Toor.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Strubbe, D., Matthysen, E. Predicting the potential distribution of invasive ring-necked parakeets Psittacula krameri in northern Belgium using an ecological niche modelling approach. Biol Invasions 11, 497–513 (2009). https://doi.org/10.1007/s10530-008-9266-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10530-008-9266-6

