Skip to main content Accessibility help
×
Hostname: page-component-cd9895bd7-mkpzs Total loading time: 0 Render date: 2024-12-29T05:45:08.406Z Has data issue: false hasContentIssue false

3 - Explaining Variation in Island Species–Area Relationship (ISAR) Model Parameters between Different Archipelago Types: Expanding a Global Model of ISARs

from Part II - Diversity–Area Relationships: The Different Types and Underlying Factors

Published online by Cambridge University Press:  11 March 2021

Thomas J. Matthews
Affiliation:
University of Birmingham
Kostas A. Triantis
Affiliation:
National and Kapodistrian University of Athens
Robert J. Whittaker
Affiliation:
University of Oxford
Get access

Summary

We build on the results of a recent paper that introduced a ‘global model of ISARs’; a structural equation model that provides a solid foundation for understanding ISAR variation across archipelagos. While revealing, the global ISAR model is incomplete, and here we pick on two issues for further scrutiny: (i) improved quantification of island isolation and configuration and (ii) addition of habitat islands. Including archipelago isolation metrics in our models, and adding in 65 habitat island datasets, we find our best models are similar to those presented in the previous study: a result that points to the robustness of the global model of ISARs. Overall, we find a negative relationship between ISAR intercept and slope as a function of archipelago species richness. Within our best models, archipelago isolation did not have an effect on ISAR model parameters. However, mean inter-island distance was found to be important in certain models. This finding suggests that intra-archipelago processes might be more important drivers of ISAR form than archipelago isolation. Unfortunately, the explanatory power of the best model based only on habitat island datasets was low, suggesting that we are some way from developing a predictive model for use in conservation applications.

Type
Chapter
Information
The Species–Area Relationship
Theory and Application
, pp. 51 - 77
Publisher: Cambridge University Press
Print publication year: 2021

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Ando, Y., Utsumi, S. & Ohgushi, T. (2017) Aphid as a network creator for the plant associated arthropod community and its consequence for plant reproductive success. Functional Ecology, 31, 632641.Google Scholar
Benchimol, M. & Peres, C. A. (2013) Anthropogenic modulators of species–area relationships in Neotropical primates: A continental‐scale analysis of fragmented forest landscapes. Diversity and Distributions, 19, 13391352.Google Scholar
Blackburn, T. M., Delean, S., Pyšek, P. & Cassey, P. (2016) On the island biogeography of aliens: A global analysis of the richness of plant and bird species on oceanic islands. Global Ecology & Biogeography, 25, 859868.Google Scholar
Brown, J. H. & Kodric-Brown, A. (1977) Turnover rates in insular biogeography: Effect of immigration on extinction. Ecology, 58, 445449.Google Scholar
Cabral, J. S., Weigelt, P., Kissling, W. D. & Kreft, H. (2014) Biogeographic, climatic and spatial drivers differentially affect α-, β- and γ-diversities on oceanic archipelagos. Proceedings of the Royal Society B: Biological Sciences, 281, 20133246.Google Scholar
Cabral, J. S., Whittaker, R. J., Wiegand, K. & Kreft, H. (2019a) Assessing predicted isolation effects from the general dynamic model of island biogeography with an eco‐evolutionary model for plants. Journal of Biogeography, 46, 15691581.Google Scholar
Cabral, J. S., Wiegand, K. & Kreft, H. (2019b) Interactions between eco‐logical, evolutionary, and environmental processes unveil complex dynamics of insular plant diversity. Journal of Biogeography, 46, 15821597.Google Scholar
Chisholm, R. A., Lim, F., Yeoh, Y. S., Seah, W. W., Condit, R. & Rosindell, J. (2018) Species–area relationships and biodiversity loss in fragmented landscapes. Ecology Letters, 21, 804813.Google Scholar
Connor, E. F. & McCoy, E. D. (1979) Statistics and biology of the species–area relationship. The American Naturalist, 113, 791833.Google Scholar
Daily, G. C., Ceballos, G., Pacheco, J., Suzán, G. & Sánchez-Azofeifa, A. (2003) Countryside biogeography of neotropical mammals: Conservation opportunities in agricultural landscapes of Costa Rica. Conservation Biology, 17, 18141826.Google Scholar
Dormann, C. F., Elith, J., Bacher, S., Buchmann, C., Carl, G., Carré, G., Marquéz, J. R. G., Gruber, B., Lafourcade, B., Leitão, P. J., Münkemüller, T., McClean, C., Osborne, P. E., Reineking, B., Schröder, B., Skidmore, A. K., Zurell, D. & Lautenbach, S. (2013) Collinearity: A review of methods to deal with it and a simulation study evaluating their performance. Ecography, 36, 2746.Google Scholar
ESRI (2012) ArcGIS Desktop, version 10. Redlands, CA: ESRI.Google Scholar
Ewers, R. M. & Didham, R. K. (2006) Confounding factors in the detection of species responses to habitat fragmentation. Biological Reviews, 81, 117142.Google Scholar
Fahrig, L. (2017) Ecological responses to habitat fragmentation per se. Annual Review of Ecology, Evolution, and Systematics, 48, 123.Google Scholar
Fattorini, S., Borges, P. A. V., Dapporto, L. & Strona, G. (2017) What can the parameters of the species–area relationship (SAR) tell us? Insights from Mediterranean islands. Journal of Biogeography, 44, 10181028.Google Scholar
Gascuel, F., Laroche, F., Bonnet-Lebrun, A.-S. & Rodrigues, A. S. L. (2016) The effects of archipelago spatial structure on island diversity and endemism: Predictions from a spatially-structured neutral model. Evolution, 70, 26572666.Google Scholar
Gould, S. J. (1979) An allometric interpretation of species–area curves: The meaning of the coefficient. The American Naturalist, 114, 335343.Google Scholar
Grace, J. B. (2006) Structural equation modeling and natural systems. Cambridge: Cambridge University Press.Google Scholar
Grace, J. B. & Bollen, K. A. (2005) Interpreting the results from multiple regression and structural equation models. The Bulletin of the Ecological Society of America, 86, 283295.Google Scholar
Halley, J. M., Sgardeli, V. & Monokrousos, N. (2013) Species–area relationships and extinction forecasts. Annals of the New York Academy of Sciences, 1286, 5061.Google Scholar
Hanski, I. (1998) Metapopulation dynamics. Nature, 396, 4149.Google Scholar
Hanski, I., Zurita, G. A., Bellocq, M. I. & Rybicki, J. (2013) Species–fragmented area relationship. Proceedings of the National Academy of Sciences USA, 110, 1271512720.Google Scholar
He, F. & Hubbell, S. P. (2011) Species–area relationships always overestimate extinction rates from habitat loss. Nature, 473, 368371.Google Scholar
Holt, R. D., Lawton, J. H., Polis, G. A. & Martinez, N. D. (1999) Trophic rank and the species–area relationship. Ecology, 80, 14951504.Google Scholar
Horváth, Z., Ptacnik, R., Vad, C. F. & Chase, J. M. (2019) Habitat loss over six decades accelerates regional and local biodiversity loss via changing landscape connectance. Ecology Letters, 22, 10191027.Google Scholar
Laurance, W. F. (2008) Theory meets reality: How habitat fragmentation research has transcended island biogeographic theory. Biological Conservation, 141, 17311744.Google Scholar
Lefcheck, J. S. (2016) piecewiseSEM: Piecewise structural equation modelling in R for ecology, evolution, and systematics. Methods in Ecology and Evolution, 7, 573579.Google Scholar
MacArthur, R. H. & Wilson, E. O. (1967) The theory of island biogeography. Princeton, NJ: Princeton University Press.Google Scholar
Matthews, T. J. (2015) Analysing and modelling the impact of habitat fragmentation on species diversity: A macroecological perspective. Frontiers of Biogeography, 7, 6068.Google Scholar
Matthews, T. J., Guilhaumon, F., Triantis, K. A., Borregaard, M. K. & Whittaker, R. J. (2016) On the form of species–area relationships in habitat islands and true islands. Global Ecology & Biogeography, 25, 847858.Google Scholar
Matthews, T. J., Rigal, F., Triantis, K. A. & Whittaker, R. J. (2019) A global model of island species–area relationships. Proceedings of the National Academy of Sciences USA, 116, 1233712342.Google Scholar
Nakagawa, S. & Schielzeth, H. (2013) A general and simple method for obtaining R2 from generalized linear mixed‐effects models. Methods in Ecology and Evolution, 4, 133142.Google Scholar
Pebesma, E. (2018) Simple features for R: Standardized support for spatial vector data. The R Journal, 10, 439446.Google Scholar
R Core Team (2019) R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.Google Scholar
Rosenzweig, M. L. (1995) Species diversity in space and time. Cambridge: Cambridge University Press.Google Scholar
Rosenzweig, M. L. (2004) Applying species–area relationships to the conservation of diversity. Frontiers of biogeography: New directions in the geography of nature (ed. by Lomolino, M. V. and Heaney, L. R.), pp. 325343. Sunderland, MA: Sinauer Associates.Google Scholar
Schoener, T. W. (1976) The species–area relations within archipelagoes: Models and evidence from island land birds. Proceedings of the XVI International Ornithological Conference (ed. by Firth, H. J. and Calaby, J. H.), pp. 629642. Canberra: Australian Academy of Science.Google Scholar
Shipley, B. (2009) Confirmatory path analysis in a generalized multilevel context. Ecology, 90, 363368.Google Scholar
Shipley, B. (2013) The AIC model selection method applied to path analytic models compared using a d-separation test. Ecology, 94, 560564.Google Scholar
Shipley, B. (2016) Cause and correlation in biology: A user’s guide to path analysis, structural equations and causal inference with R. Cambridge: Cambridge University Press.Google Scholar
Sólymos, P. & Lele, S. R. (2012) Global pattern and local variation in species–area relationships. Global Ecology & Biogeography, 21, 109120.Google Scholar
Tjørve, E. & Tjørve, K. M. C. (2017) Species–area relationship. eLS (Encyclopedia of Life Sciences Online), pp. 19. Chichester: John Wiley & Sons.Google Scholar
Triantis, K. A., Economo, E. P., Guilhaumon, F. & Ricklefs, R. E. (2015) Diversity regulation at macro-scales: Species richness on oceanic archipelagos. Global Ecology & Biogeography, 24, 594605.Google Scholar
Triantis, K. A., Guilhaumon, F. & Whittaker, R. J. (2012) The island species–area relationship: Biology and statistics. Journal of Biogeography, 39, 215231.Google Scholar
UNEP-WCMC (2013) Global distribution of islands. Global Island Database (version 2). Based on Open Street Map data (© OpenStreetMap contributors). www.unep-wcmc.org.Google Scholar
Watling, J. I. & Donnelly, M. A. (2006) Fragments as islands: A synthesis of faunal responses to habitat patchiness. Conservation Biology, 20, 10161025.Google Scholar
Weigelt, P. & Kreft, H. (2013) Quantifying island isolation – insights from global patterns of insular plant species richness. Ecography, 36, 417429.Google Scholar
Wessel, P. & Smith, W. H. F. (1996) A global, self-consistent, hierarchical, high-resolution shoreline database. Journal of Geophysical Research, 101, 87418743.Google Scholar
Whittaker, R. J. & Fernández-Palacios, J. M. (2007) Island biogeography: Ecology, evolution, and conservation, 2nd ed. Oxford: Oxford University Press.Google Scholar
Whittaker, R. J., Araújo, M. B., Jepson, P., Ladle, R. J., Watson, J. E. M. & Willis, K. J. (2005) Conservation biogeography: Assessment and prospect. Diversity and Distributions, 11, 323.Google Scholar
Whittaker, R. J., Fernández-Palacios, J. M., Matthews, T. J., Borregaard, M. K. & Triantis, K. A. (2017) Island biogeography: Taking the long view of nature’s laboratories. Science, 357, eaam8326.Google Scholar
Whittaker, R. J., Fernández-Palacios, J. M., Matthews, T. J., Rigal, F. & Triantis, K. A. (2018) Archipelagos and meta-archipelagos. Frontiers of Biogeography, 10, e41470.Google Scholar

Save book to Kindle

To save this book to your Kindle, first ensure [email protected] is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×