Modelling both dominance and species distribution provides a more complete picture of changes to mangrove ecosystems under climate change

© 2015 John Wiley & Sons Ltd.

Détails bibliographiques
Publié dans:Global change biology. - 1999. - 21(2015), 8 vom: 18. Aug., Seite 3005-20
Auteur principal: Crase, Beth (Auteur)
Autres auteurs: Vesk, Peter A, Liedloff, Adam, Wintle, Brendan A
Format: Article en ligne
Langue:English
Publié: 2015
Accès à la collection:Global change biology
Sujets:Journal Article Research Support, Non-U.S. Gov't boosted regression tree model climate change dominant species ecological niche model generalized boosting model mangrove sea level rise species distribution model
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245 1 0 |a Modelling both dominance and species distribution provides a more complete picture of changes to mangrove ecosystems under climate change 
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520 |a Dominant species influence the composition and abundance of other species present in ecosystems. However, forecasts of distributional change under future climates have predominantly focused on changes in species distribution and ignored possible changes in spatial and temporal patterns of dominance. We develop forecasts of spatial changes for the distribution of species dominance, defined in terms of basal area, and for species occurrence, in response to sea level rise for three tree taxa within an extensive mangrove ecosystem in northern Australia. Three new metrics are provided, indicating the area expected to be suitable under future conditions (Eoccupied ), the instability of suitable area (Einstability ) and the overlap between the current and future spatial distribution (Eoverlap ). The current dominance and occurrence were modelled in relation to a set of environmental variables using boosted regression tree (BRT) models, under two scenarios of seedling establishment: unrestricted and highly restricted. While forecasts of spatial change were qualitatively similar for species occurrence and dominance, the models of species dominance exhibited higher metrics of model fit and predictive performance, and the spatial pattern of future dominance was less similar to the current pattern than was the case for the distributions of species occurrence. This highlights the possibility of greater changes in the spatial patterning of mangrove tree species dominance under future sea level rise. Under the restricted seedling establishment scenario, the area occupied by or dominated by a species declined between 42.1% and 93.8%, while for unrestricted seedling establishment, the area suitable for dominance or occurrence of each species varied from a decline of 68.4% to an expansion of 99.5%. As changes in the spatial patterning of dominance are likely to cause a cascade of effects throughout the ecosystem, forecasting spatial changes in dominance provides new and complementary information in addition to that provided by forecasts of species occurrence 
650 4 |a Journal Article 
650 4 |a Research Support, Non-U.S. Gov't 
650 4 |a boosted regression tree model 
650 4 |a climate change 
650 4 |a dominant species 
650 4 |a ecological niche model 
650 4 |a generalized boosting model 
650 4 |a mangrove 
650 4 |a sea level rise 
650 4 |a species distribution model 
700 1 |a Vesk, Peter A  |e verfasserin  |4 aut 
700 1 |a Liedloff, Adam  |e verfasserin  |4 aut 
700 1 |a Wintle, Brendan A  |e verfasserin  |4 aut 
773 0 8 |i Enthalten in  |t Global change biology  |d 1999  |g 21(2015), 8 vom: 18. Aug., Seite 3005-20  |w (DE-627)NLM098239996  |x 1365-2486  |7 nnns 
773 1 8 |g volume:21  |g year:2015  |g number:8  |g day:18  |g month:08  |g pages:3005-20 
856 4 0 |u http://dx.doi.org/10.1111/gcb.12930  |3 Volltext 
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