Tools for integrating range change, extinction risk and climate change information into conservation management
The review and decision to publish this paper has been taken by the above noted SE. The decision by the handling SE was shared by a second SE.
[Correction added on 17 May 2013, after first online publication: Corrections have been made to the Fordham et al. 2012 references in the text and reference list, and three other references have been updated.]
Abstract
Ecological niche models (ENMs) are the primary tool used to describe and forecast the potential influence of climate change on biodiversity. However, ENMs do not directly account for important biological and landscape processes likely to affect range dynamics at a variety of spatial scales. Recent advances to link ENMs with population models have focused on the fundamental step of integrating dispersal and metapopulation dynamics into forecasts of species geographic ranges. Here we use a combination of novel analyses and a synthesis of findings from published plant and animal case studies to highlight three seldom recognised, yet important, advantages of linking ENMs with demographic modelling approaches: 1) they provide direct measures of extinction risk in addition to measures of vulnerability based on change in the potential range area or total habitat suitability. 2) They capture life‐history traits that permit population density to vary in different ways in response to key spatial drivers, conditioned by the processes of global change. 3) They can be used to explore and rank the cost effectiveness of regional conservation alternatives and demographically oriented management interventions. Given these advantages, we argue that coupled methods should be used preferentially where data permits and when conservation management decisions require intervention, prioritization, or direct estimates of extinction risk.
Number of times cited according to CrossRef: 55
- Anna-Sofie Stensgaard, Penelope Vounatsou, Mita E. Sengupta and Jürg Utzinger, Schistosomes, snails and climate change: Current trends and future expectations, Acta Tropica, 10.1016/j.actatropica.2018.09.013, 190, (257-268), (2019).
- Peter W. J. Baxter and Grant Hamilton, Learning to fly: integrating spatial ecology with unmanned aerial vehicle surveys, Ecosphere, 9, 4, (2018).
- Julia E. Earl, Sam Nicol, Ruscena Wiederholt, Jay E. Diffendorfer, Darius Semmens, D. T. Tyler Flockhart, Brady J. Mattsson, Gary McCracken, D. Ryan Norris, Wayne E. Thogmartin and Laura López‐Hoffman, Quantitative tools for implementing the new definition of significant portion of the range in the U.S. Endangered Species Act, Conservation Biology, 32, 1, (35-49), (2017).
- Hannah J. White, Ian W. Montgomery and Jack J. Lennon, Contribution of local rarity and climatic suitability to local extinction and colonization varies with species traits, Journal of Animal Ecology, 87, 6, (1560-1572), (2018).
- Damien A. Fordham, Cleo Bertelsmeier, Barry W. Brook, Regan Early, Dora Neto, Stuart C. Brown, Sébastien Ollier and Miguel B. Araújo, How complex should models be? Comparing correlative and mechanistic range dynamics models, Global Change Biology, 24, 3, (1357-1370), (2017).
- Jeremy S. Johnson, Konstantin V. Krutovsky, Om P. Rajora, Keith D. Gaddis and David M. Cairns, Advancing Biogeography Through Population Genomics, , 10.1007/13836_2018_39, (2018).
- Shawn J. Leroux, Cécile H. Albert, Anne‐Sophie Lafuite, Bronwyn Rayfield, Shaopeng Wang and Dominique Gravel, Structural uncertainty in models projecting the consequences of habitat loss and fragmentation on biodiversity, Ecography, 40, 1, (36-47), (2016).
- Stefan Caddy‐Retalic, Alan N. Andersen, Michael J. Aspinwall, Martin F. Breed, Margaret Byrne, Matthew J. Christmas, Ning Dong, Bradley J. Evans, Damien A. Fordham, Greg R. Guerin, Ary A. Hoffmann, Alice C. Hughes, Stephen J. Leeuwen, Francesca A. McInerney, Suzanne M. Prober, Maurizio Rossetto, Paul D. Rymer, Dorothy A. Steane, Glenda M. Wardle and Andrew J. Lowe, Bioclimatic transect networks: Powerful observatories of ecological change, Ecology and Evolution, 7, 13, (4607-4619), (2017).
- Brendan M. Rogers, Patrick Jantz and Scott J. Goetz, Vulnerability of eastern US tree species to climate change, Global Change Biology, 23, 8, (3302-3320), (2017).
- Lars Y. Pomara and Benjamin Zuckerberg, Climate variability drives population cycling and synchrony, Diversity and Distributions, 23, 4, (421-434), (2017).
- Valerie Steen, Helen R. Sofaer, Susan K. Skagen, Andrea J. Ray and Barry R. Noon, Projecting species’ vulnerability to climate change: Which uncertainty sources matter most and extrapolate best?, Ecology and Evolution, 7, 21, (8841-8851), (2017).
- Paul Holloway and Jennifer A. Miller, A quantitative synthesis of the movement concepts used within species distribution modelling, Ecological Modelling, 356, (91), (2017).
- Damien A. Fordham, Sean Haythorne and Barry W. Brook, Sensitivity Analysis of Range Dynamics Models (SARDM): Quantifying the influence of parameter uncertainty on forecasts of extinction risk from global change, Environmental Modelling & Software, 83, (193), (2016).
- Mariana M. P. B. Fuentes, Lynda Chambers, Andrew Chin, Peter Dann, Kirstin Dobbs, Helene Marsh, Elvira S. Poloczanska, Kim Maison, Malcolm Turner and Robert L. Pressey, Adaptive management of marine mega-fauna in a changing climate, Mitigation and Adaptation Strategies for Global Change, 21, 2, (209), (2016).
- David García-Callejas and Miguel B. Araújo, The effects of model and data complexity on predictions from species distributions models, Ecological Modelling, 326, (4), (2016).
- Gabriela Castellanos-Morales, Yocelyn T. Gutiérrez-Guerrero, Niza Gámez and Luis E. Eguiarte, Use of molecular and environmental analyses for integrated in situ and ex situ conservation: The case of the Mexican prairie dog, Biological Conservation, 10.1016/j.biocon.2016.10.036, 204, (284-295), (2016).
- Karl Hülber, Johannes Wessely, Andreas Gattringer, Dietmar Moser, Michael Kuttner, Franz Essl, Michael Leitner, Manuela Winkler, Siegrun Ertl, Wolfgang Willner, Ingrid Kleinbauer, Norbert Sauberer, Thomas Mang, Niklaus E. Zimmermann and Stefan Dullinger, Uncertainty in predicting range dynamics of endemic alpine plants under climate warming, Global Change Biology, 22, 7, (2608-2619), (2016).
- Stefan Koenigstein, Felix C Mark, Stefan Gößling‐Reisemann, Hauke Reuter and Hans‐Otto Poertner, Modelling climate change impacts on marine fish populations: process‐based integration of ocean warming, acidification and other environmental drivers, Fish and Fisheries, 17, 4, (972-1004), (2016).
- Damaris Zurell, Wilfried Thuiller, Jörn Pagel, Juliano S. Cabral, Tamara Münkemüller, Dominique Gravel, Stefan Dullinger, Signe Normand, Katja H. Schiffers, Kara A. Moore and Niklaus E. Zimmermann, Benchmarking novel approaches for modelling species range dynamics, Global Change Biology, 22, 8, (2651-2664), (2016).
- Diogo Alagador, Jorge Orestes Cerdeira and Miguel Bastos Araújo, Climate change, species range shifts and dispersal corridors: an evaluation of spatial conservation models, Methods in Ecology and Evolution, 7, 7, (853-866), (2016).
- Damien A. Fordham, Barry W. Brook, Conrad J. Hoskin, Robert L. Pressey, Jeremy VanDerWal and Stephen E. Williams, Extinction debt from climate change for frogs in the wet tropics, Biology Letters, 12, 10, (20160236), (2016).
- Damien A. Fordham, H. Resit Akçakaya, John Alroy, Frédérik Saltré, Tom M. L. Wigley and Barry W. Brook, Predicting and mitigating future biodiversity loss using long-term ecological proxies, Nature Climate Change, 10.1038/nclimate3086, 6, 10, (909-916), (2016).
- Philip de Pous, Albert Montori, Fèlix Amat and Delfí Sanuy, Range contraction and loss of genetic variation of the Pyrenean endemic newt Calotriton asper due to climate change, Regional Environmental Change, 16, 4, (995), (2016).
- Barry W. Brook and Linus Blomqvist, Innovations and limits in methods of forecasting global environmental change, Basic and Applied Ecology, 10.1016/j.baae.2016.06.002, 17, 7, (565-575), (2016).
- Joana R. Vicente, Diogo Alagador, Carlos Guerra, Joaquim M. Alonso, Christoph Kueffer, Ana S. Vaz, Rui F. Fernandes, João A. Cabral, Miguel B. Araújo and João P. Honrado, Cost‐effective monitoring of biological invasions under global change: a model‐based framework, Journal of Applied Ecology, 53, 5, (1317-1329), (2016).
- Rebecca M. Swab, Helen M. Regan, Diethart Matthies, Ute Becker and Hans Henrik Bruun, The role of demography, intra‐species variation, and species distribution models in species' projections under climate change, Ecography, 38, 3, (221-230), (2014).
- Frédérik Saltré, Anne Duputié, Cédric Gaucherel and Isabelle Chuine, How climate, migration ability and habitat fragmentation affect the projected future distribution of European beech, Global Change Biology, 21, 2, (897-910), (2014).
- Anne‐Christine Monnet, Loïc A. Hardouin, Alexandre Robert, Yves Hingrat and Frédéric Jiguet, Evidence of a link between demographic rates and species habitat suitability from post release movements in a reinforced bird population, Oikos, 124, 8, (1089-1097), (2014).
- Miguel Lurgi, Barry W. Brook, Frédérik Saltré and Damien A. Fordham, Modelling range dynamics under global change: which framework and why?, Methods in Ecology and Evolution, 6, 3, (247-256), (2014).
- Katie Leach, Ruth Kelly, Alison Cameron, W. Ian Montgomery, Neil Reid and Michael Hofreiter, Expertly Validated Models and Phylogenetically-Controlled Analysis Suggests Responses to Climate Change Are Related to Species Traits in the Order Lagomorpha, PLOS ONE, 10, 4, (e0122267), (2015).
- Michela Pacifici, Wendy B. Foden, Piero Visconti, James E. M. Watson, Stuart H.M. Butchart, Kit M. Kovacs, Brett R. Scheffers, David G. Hole, Tara G. Martin, H. Resit Akçakaya, Richard T. Corlett, Brian Huntley, David Bickford, Jamie A. Carr, Ary A. Hoffmann, Guy F. Midgley, Paul Pearce-Kelly, Richard G. Pearson, Stephen E. Williams, Stephen G. Willis, Bruce Young and Carlo Rondinini, Assessing species vulnerability to climate change, Nature Climate Change, 10.1038/nclimate2448, 5, 3, (215-224), (2015).
- Tyler G. Evans, Sarah E. Diamond and Morgan W. Kelly, Mechanistic species distribution modelling as a link between physiology and conservation, Conservation Physiology, 3, 1, (cov056), (2015).
- Ary Hoffmann, Philippa Griffin, Shannon Dillon, Renee Catullo, Rahul Rane, Margaret Byrne, Rebecca Jordan, John Oakeshott, Andrew Weeks, Leo Joseph, Peter Lockhart, Justin Borevitz and Carla Sgrò, A framework for incorporating evolutionary genomics into biodiversity conservation and management, Climate Change Responses, 10.1186/s40665-014-0009-x, 2, 1, (2015).
- Jennifer A Miller and Paul Holloway, Incorporating movement in species distribution models, Progress in Physical Geography: Earth and Environment, 10.1177/0309133315580890, 39, 6, (837-849), (2015).
- Richard G. Pearson, Jessica C. Stanton, Kevin T. Shoemaker, Matthew E. Aiello-Lammens, Peter J. Ersts, Ned Horning, Damien A. Fordham, Christopher J. Raxworthy, Hae Yeong Ryu, Jason McNees and H. Reşit Akçakaya, Life history and spatial traits predict extinction risk due to climate change, Nature Climate Change, 10.1038/nclimate2113, 4, 3, (217-221), (2014).
- Elizabeth A. James and Keith L. McDougall, Spatial genetic structure reflects extensive clonality, low genotypic diversity and habitat fragmentation in Grevillea renwickiana (Proteaceae), a rare, sterile shrub from south-eastern Australia, Annals of Botany, 114, 2, (413), (2014).
- Kris A. Murray, Luis D. Verde Arregoitia, Ana Davidson, Moreno Di Marco and Martina M. I. Di Fonzo, Threat to the point: improving the value of comparative extinction risk analysis for conservation action, Global Change Biology, 20, 2, (483-494), (2013).
- Lars Y. Pomara, Olivia E. LeDee, Karl J. Martin and Benjamin Zuckerberg, Demographic consequences of climate change and land cover help explain a history of extirpations and range contraction in a declining snake species, Global Change Biology, 20, 7, (2087), (2014).
- Ana M. M. Sequeira, Camille Mellin, Damien A. Fordham, Mark G. Meekan and Corey J. A. Bradshaw, Predicting current and future global distributions of whale sharks, Global Change Biology, 20, 3, (778-789), (2014).
- Jessica J. Wadley, Jeremy J. Austin and Damien A. Fordham, Genetic inference as a method for modelling occurrence: A viable alternative to visual surveys, Austral Ecology, 39, 8, (952-962), (2014).
- Ana Ceia‐Hasse, Barry Sinervo, Luís Vicente and Henrique M. Pereira, Integrating ecophysiological models into species distribution projections of European reptile range shifts in response to climate change, Ecography, 37, 7, (679-688), (2014).
- R. Lande, Evolution of phenotypic plasticity and environmental tolerance of a labile quantitative character in a fluctuating environment, Journal of Evolutionary Biology, 27, 5, (866-875), (2014).
- J. Berton C. Harris, Dadang Dwi Putra, Stephen D. Gregory, Barry W. Brook, Dewi M. Prawiradilaga, Navjot S. Sodhi, Dan Wei and Damien A. Fordham, Rapid deforestation threatens mid‐elevational endemic birds but climate change is most important at higher elevations, Diversity and Distributions, 20, 7, (773-785), (2014).
- Stephen D. Gregory, Marc Ancrenaz, Barry W. Brook, Benoit Goossens, Raymond Alfred, Laurentius N. Ambu and Damien A. Fordham, Forecasts of habitat suitability improve habitat corridor efficacy in rapidly changing environments, Diversity and Distributions, 20, 9, (1044-1057), (2014).
- Cameron W. Barrows, Josh Hoines, Kathleen D. Fleming, Michael S. Vamstad, Michelle Murphy-Mariscal, Kristen Lalumiere and Mitzi Harding, Designing a sustainable monitoring framework for assessing impacts of climate change at Joshua Tree National Park, USA, Biodiversity and Conservation, 10.1007/s10531-014-0779-2, 23, 13, (3263-3285), (2014).
- D. A. Fordham, K. T. Shoemaker, N. H. Schumaker, H. R. Akcakaya, N. Clisby and B. W. Brook, How interactions between animal movement and landscape processes modify local range dynamics and extinction risk, Biology Letters, 10, 5, (20140198), (2014).
- Qinfeng Guo, Central-marginal population dynamics in species invasions, Frontiers in Ecology and Evolution, 2, (2014).
- Damien A. Fordham, Barry W. Brook, Craig Moritz and David Nogués-Bravo, Better forecasts of range dynamics using genetic data, Trends in Ecology & Evolution, 10.1016/j.tree.2014.05.007, 29, 8, (436-443), (2014).
- Damien A. Fordham, Camille Mellin, Bayden D. Russell, Reşit H. Akçakaya, Corey J. A. Bradshaw, Matthew E. Aiello-Lammens, Julian M. Caley, Sean D. Connell, Stephen Mayfield, Scoresby A. Shepherd and Barry W. Brook, Population dynamics can be more important than physiological limits for determining range shifts under climate change, Global Change Biology, 19, 10, (3224), (2013).
- Michael J. Watts, Damien A. Fordham, H. Resit Akçakaya, Matthew E. Aiello-Lammens and Barry W. Brook, Tracking shifting range margins using geographical centroids of metapopulations weighted by population density, Ecological Modelling, 10.1016/j.ecolmodel.2013.08.010, 269, (61-69), (2013).
- Marina Zanin and Ana Luisa Mangabeira Albernaz, Impacts of Climate Change on Native Landcover: Seeking Future Climatic Refuges, PLOS ONE, 10.1371/journal.pone.0162500, 11, 9, (e0162500), (2016).
- Elvire Bestion, Aimeric Teyssier, Murielle Richard, Jean Clobert and Julien Cote, Live Fast, Die Young: Experimental Evidence of Population Extinction Risk due to Climate Change, PLOS Biology, 10.1371/journal.pbio.1002281, 13, 10, (e1002281), (2015).
- Chunjing Wang, Chengzhu Liu, Jizhong Wan and Zhixiang Zhang, Climate change may threaten habitat suitability of threatened plant species within Chinese nature reserves, PeerJ, 10.7717/peerj.2091, 4, (e2091), (2016).
- Cassidy C. D'Aloia, Ilona Naujokaitis-Lewis, Christopher Blackford, Cindy Chu, Janelle M. R. Curtis, Emily Darling, Frédéric Guichard, Shawn J. Leroux, Alexandre C. Martensen, Bronwyn Rayfield, Jennifer M. Sunday, Amanda Xuereb and Marie-Josée Fortin, Coupled Networks of Permanent Protected Areas and Dynamic Conservation Areas for Biodiversity Conservation Under Climate Change, Frontiers in Ecology and Evolution, 10.3389/fevo.2019.00027, 7, (2019).
- FREDERIC M. HUGHES, JOSÉ EUGÊNIO CÔRTES-FIGUEIRA and MARIA AUXILIADORA DRUMOND, Anticipating the response of the Brazilian giant earthworm (Rhinodrilus alatus) to climate change: implications for its traditional use, Anais da Academia Brasileira de Ciências, 10.1590/0001-3765201820180308, (2018).




