Patchiness of forest landscape can predict species distribution better than abundance: the case of a forest-dwelling passerine, the short-toed treecreeper, in central Italy.

作者: Marco Basile , Francesco Valerio , Rosario Balestrieri , Mario Posillico , Rodolfo Bucci

DOI: 10.7717/PEERJ.2398

关键词:

摘要: Environmental heterogeneity affects not only the distribution of a species but also its local abundance. High due to habitat alteration and fragmentation can influence realized niche species, lowering suitability as well reducing We investigate whether relationship exists between abundance both are affected by fragmentation. Our aim was assess predictive power such derive advice for environmental management. As model we used forest specialist, short-toed treecreeper (Family: Certhiidae; Certhia brachydactyla Brehm, 1820), sampled it in central Italy. Species modelled function structure, productivity fragmentation, while directly estimated two Italian stands. Different algorithms were implemented distribution, employing 170 occurrence points provided mostly MITO2000 database: an artificial neural network, classification tree analysis, flexible discriminant generalized boosting models, linear multivariate additive regression splines, maximum entropy random forests. Abundance considering detectability, through N-mixture models. Differences stands assessed existence relationship. Simpler resulted higher goodness fit than complex ones. Fragmentation highly influential determining potential distribution. Local differed significantly stands, which different degree Regression showed that has weak significant effect explaining increasing value In particular, abundances varied at low high values. The study lends support concept contribute alter area Even if be early warning deterioration, needs further research. However, define relationships some landscape features (i.e., extensive rejuvenation forests plantations) could easily controlled appropriate management planning enhance suitability, least possessing conservation biodiversity

参考文章(109)
Assu Gil-Tena, Olga Torras, Santiago Suara, Relationships between forest landscape structure and avian species richness in NE Spain Ardeola. ,vol. 55, pp. 27- 40 ,(2008)
Natália M. Tôrres, Paulo De Marco, Thiago Santos, Leandro Silveira, Anah T. de Almeida Jácomo, José A. F. Diniz-Filho, Can species distribution modelling provide estimates of population densities? A case study with jaguars in the Neotropics Diversity and Distributions. ,vol. 18, pp. 615- 627 ,(2012) , 10.1111/J.1472-4642.2012.00892.X
Marco Geraci, Matteo Bottai, Linear quantile mixed models Statistics and Computing. ,vol. 24, pp. 461- 479 ,(2014) , 10.1007/S11222-013-9381-9
EDUARDO CARRILLO-RUBIO, MARC KÉRY, STEPHEN J. MORREALE, PATRICK J. SULLIVAN, BETH GARDNER, EVAN G. COOCH, JAMES P. LASSOIE, Use of multispecies occupancy models to evaluate the response of bird communities to forest degradation associated with logging. Conservation Biology. ,vol. 28, pp. 1034- 1044 ,(2014) , 10.1111/COBI.12261
Morgane Barbet-Massin, Frédéric Jiguet, Cécile Hélène Albert, Wilfried Thuiller, Selecting pseudo-absences for species distribution models: how, where and how many? Methods in Ecology and Evolution. ,vol. 3, pp. 327- 338 ,(2012) , 10.1111/J.2041-210X.2011.00172.X
OMRI ALLOUCHE, ASAF TSOAR, RONEN KADMON, Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS) Journal of Applied Ecology. ,vol. 43, pp. 1223- 1232 ,(2006) , 10.1111/J.1365-2664.2006.01214.X
Richard G. Pearson, Christopher J. Raxworthy, Miguel Nakamura, A. Townsend Peterson, Predicting species distributions from small numbers of occurrence records: A test case using cryptic geckos in Madagascar Journal of Biogeography. ,vol. 34, pp. 102- 117 ,(2006) , 10.1111/J.1365-2699.2006.01594.X
Jane Elith, Steven J. Phillips, Trevor Hastie, Miroslav Dudík, Yung En Chee, Colin J. Yates, A statistical explanation of MaxEnt for ecologists Diversity and Distributions. ,vol. 17, pp. 43- 57 ,(2011) , 10.1111/J.1472-4642.2010.00725.X
Mattia Brambilla, Gentile F Ficetola, None, Species distribution models as a tool to estimate reproductive parameters: a case study with a passerine bird species Journal of Animal Ecology. ,vol. 81, pp. 781- 787 ,(2012) , 10.1111/J.1365-2656.2012.01970.X