Modelling distribution in European stream macroinvertebrates under future climates
Abstract
Climate change is predicted to have profound effects on freshwater organisms due to rising temperatures and altered precipitation regimes. Using an ensemble of bioclimatic envelope models (BEMs), we modelled the climatic suitability of 191 stream macroinvertebrate species from 12 orders across Europe under two climate change scenarios for 2080 on a spatial resolution of 5 arc minutes. Analyses included assessments of relative changes in species’ climatically suitable areas as well as their potential shifts in latitude and longitude with respect to species’ thermal preferences. Climate‐change effects were also analysed regarding species’ ecological and biological groupings, namely (1) endemicity and (2) rarity within European ecoregions, (3) life cycle, (4) stream zonation preference and (5) current preference. The BEMs projected that suitable climate conditions would persist in Europe in the year 2080 for nearly 99% of the modelled species regardless of the climate scenario. Nevertheless, a decrease in the amount of climatically suitable areas was projected for 57–59% of the species. Depending on the scenario, losses could be of 38–44% on average. The suitable areas for species were projected to shift, on average, 4.7–6.6° north and 3.9–5.4° east. Cold‐adapted species were projected to lose climatically suitable areas, while gains were expected for warm‐adapted species. When projections were analysed for different species groupings, only endemics stood out as a particular group. That is, endemics were projected to lose significantly larger amounts of suitable climatic areas than nonendemic species. Despite the uncertainties involved in modelling exercises such as this, the extent of projected distributional changes reveals further the vulnerability of freshwater organisms to climate change and implies a need to understand the consequences for ecological function and biodiversity conservation.
Number of times cited according to CrossRef: 79
- Thomas W. H. Aspin, Kieran Khamis, Thomas J. Matthews, Alexander M. Milner, Matthew J. O’Callaghan, Mark Trimmer, Guy Woodward and Mark E. Ledger, Extreme drought pushes stream invertebrate communities over functional thresholds, Global Change Biology, 25, 1, (230-244), (2018).
- D P Silva, A C Dias, L S Lecci and J Simião-Ferreira, Potential Effects of Future Climate Changes on Brazilian Cool-Adapted Stoneflies (Insecta: Plecoptera), Neotropical Entomology, 10.1007/s13744-018-0621-8, 48, 1, (57-70), (2018).
- Oskar Kärcher, Daniel Hering, Karin Frank and Danijela Markovic, Freshwater species distributions along thermal gradients, Ecology and Evolution, 9, 1, (111-124), (2018).
- Sydney P. Lundquist, Thomas A. Worthington and David C. Aldridge, Freshwater mussels as a tool for reconstructing climate history, Ecological Indicators, 10.1016/j.ecolind.2018.12.048, 101, (11-21), (2019).
- William D. Bovill, Barbara J. Downes and Jill Lancaster, Variations in fecundity over catchment scales: Implications for caddisfly populations spanning a thermal gradient, Freshwater Biology, 64, 4, (723-734), (2019).
- Lauren E. Culler, Zachary T. Wood, Jimena Diaz, Samuel B. Fey, Dianne Timmins and Matthew P. Ayres, Streams in an uninhabited watershed have predictably different thermal sensitivities to variable summer air temperatures, Freshwater Biology, 63, 7, (676-686), (2018).
- Stefano Larsen, Jonathan M. Chase, Isabelle Durance and Steve J. Ormerod, Lifting the veil: richness measurements fail to detect systematic biodiversity change over three decades, Ecology, 99, 6, (1316-1326), (2018).
- Kaisa‐Riikka Mustonen, Heikki Mykrä, Hannu Marttila, Romain Sarremejane, Noora Veijalainen, Kalle Sippel, Timo Muotka and Charles P. Hawkins, Thermal and hydrologic responses to climate change predict marked alterations in boreal stream invertebrate assemblages, Global Change Biology, 24, 6, (2434-2446), (2018).
- L. Quaglietta, J. Paupério, F. M. S. Martins, P. C. Alves and P. Beja, Recent range contractions in the globally threatened Pyrenean desman highlight the importance of stream headwater refugia, Animal Conservation, 21, 6, (515-525), (2018).
- Masahiro Ryo, Chihiro Yoshimura and Yuichi Iwasaki, Importance of antecedent environmental conditions in modeling species distributions, Ecography, 41, 5, (825-836), (2017).
- Karan Kakouei, Jens Kiesel, Sami Domisch, Katie S. Irving, Sonja C. Jähnig and Jochem Kail, Projected effects of Climate‐change‐induced flow alterations on stream macroinvertebrate abundances, Ecology and Evolution, 8, 6, (3393-3409), (2018).
- Mathieu Floury, Yves Souchon and Kris Van Looy, Climatic and trophic processes drive long‐term changes in functional diversity of freshwater invertebrate communities, Ecography, 41, 1, (209-218), (2017).
- E. Bestion and J. Cote, Species Responses to Climate Change: Integrating Individual-Based Ecology Into Community and Ecosystem Studies, Encyclopedia of the Anthropocene, 10.1016/B978-0-12-809665-9.09801-3, (139-147), (2018).
- Dirk S. Schmeller, Lauren V. Weatherdon, Adeline Loyau, Alberte Bondeau, Lluis Brotons, Neil Brummitt, Ilse R. Geijzendorffer, Peter Haase, Mathias Kuemmerlen, Corinne S. Martin, Jean‐Baptiste Mihoub, Duccio Rocchini, Hannu Saarenmaa, Stefan Stoll and Eugenie C. Regan, A suite of essential biodiversity variables for detecting critical biodiversity change, Biological Reviews, 93, 1, (55-71), (2017).
- Simone Guareschi, Andrés Mellado-Díaz, María Ángeles Puig and David Sánchez-Fernández, On the Iberian endemism Eurylophella iberica Keffermuller and Da Terra 1978 (Ephemeroptera, Ephemerellidae): current and future potential distributions, and assessment of the effectiveness of the Natura 2000 network on its protection, Journal of Insect Conservation, 10.1007/s10841-018-0044-1, 22, 1, (127-134), (2018).
- Konstantinos Stefanidis, Yiannis Panagopoulos and Maria Mimikou, Response of a multi-stressed Mediterranean river to future climate and socio-economic scenarios, Science of The Total Environment, 10.1016/j.scitotenv.2018.01.282, 627, (756-769), (2018).
- Semra Yalcin, Shawn J. Leroux and Jonathan Belmaker, Diversity and suitability of existing methods and metrics for quantifying species range shifts, Global Ecology and Biogeography, 26, 6, (609-624), (2017).
- Danijela Markovic, Savrina F. Carrizo, Oskar Kärcher, Ariane Walz and Jonathan N. W. David, Vulnerability of European freshwater catchments to climate change, Global Change Biology, 23, 9, (3567-3580), (2017).
- Sacha Gobeyn, Martin Volk, Luis Dominguez-Granda and Peter L.M. Goethals, Input variable selection with a simple genetic algorithm for conceptual species distribution models: A case study of river pollution in Ecuador, Environmental Modelling & Software, 10.1016/j.envsoft.2017.02.012, 92, (269-316), (2017).
- Glenn D. Aguilar, Dan J. Blanchon, Hamish Foote, Christina W. Pollonais and Asia N. Mosee, A performance based consensus approach for predicting spatial extent of the Chinese windmill palm ( Trachycarpus fortunei ) in New Zealand under climate change, Ecological Informatics, 39, (130), (2017).
- Diana E. Bowler, Christian Hof, Peter Haase, Ingrid Kröncke, Oliver Schweiger, Rita Adrian, Léon Baert, Hans-Günther Bauer, Theo Blick, Rob W. Brooker, Wouter Dekoninck, Sami Domisch, Reiner Eckmann, Frederik Hendrickx, Thomas Hickler, Stefan Klotz, Alexandra Kraberg, Ingolf Kühn, Silvia Matesanz, Angelika Meschede, Hermann Neumann, Robert O’Hara, David J. Russell, Anne F. Sell, Moritz Sonnewald, Stefan Stoll, Andrea Sundermann, Oliver Tackenberg, Michael Türkay, Fernando Valladares, Kok van Herk, Roel van Klink, Rikjan Vermeulen, Karin Voigtländer, Rüdiger Wagner, Erik Welk, Martin Wiemers, Karen H. Wiltshire and Katrin Böhning-Gaese, Cross-realm assessment of climate change impacts on species’ abundance trends, Nature Ecology & Evolution, 1, 3, (0067), (2017).
- Sylvain Dolédec, Jessica Tilbian and Núria Bonada, Temporal variability in taxonomic and trait compositions of invertebrate assemblages in two climatic regions with contrasting flow regimes, Science of The Total Environment, 10.1016/j.scitotenv.2017.05.057, 599-600, (1912-1921), (2017).
- Jason H. Knouft and Darren L. Ficklin, The Potential Impacts of Climate Change on Biodiversity in Flowing Freshwater Systems, Annual Review of Ecology, Evolution, and Systematics, 10.1146/annurev-ecolsys-110316-022803, 48, 1, (111-133), (2017).
- Kris Van Looy, Jérémy Piffady and Mathieu Floury, At what scale and extent environmental gradients and climatic changes influence stream invertebrate communities?, Science of The Total Environment, 10.1016/j.scitotenv.2016.12.009, 580, (34-42), (2017).
- E. Bestion and J. Cote, Species Responses to Climate Change: Integrating Individual-Based Ecology Into Community and Ecosystem Studies, Reference Module in Earth Systems and Environmental Sciences, 10.1016/B978-0-12-409548-9.09801-8, (2017).
- Stefanie A. Kroll, Neil H. Ringler, Maria de la Cruz Cano Costa and Jorge De las Heras Ibañez, Macroinvertebrates on the front lines: projected community response to temperature and precipitation changes in Mediterranean streams, Journal of Freshwater Ecology, 32, 1, (513), (2017).
- Bonny Wenisch, Diego G. Fernández, Eduard Szöcs, Brendan G. Mckie and Ralf B. Schäfer, Does the loss of climate sensitive detritivore species alter leaf decomposition?, Aquatic Sciences, 10.1007/s00027-017-0538-z, 79, 4, (869-879), (2017).
- Michelangelo Morganti, Damiano Preatoni and Maurizio Sarà, Climate determinants of breeding and wintering ranges of lesser kestrels in Italy and predicted impacts of climate change, Journal of Avian Biology, 48, 12, (1595-1607), (2017).
- Alex Bush and Andrew J. Hoskins, Does dispersal capacity matter for freshwater biodiversity under climate change?, Freshwater Biology, 62, 2, (382-396), (2016).
- Amael Paillex, Emmanuel Castella, Philine zu Ermgassen, Belinda Gallardo and David C. Aldridge, Large river floodplain as a natural laboratory: non‐native macroinvertebrates benefit from elevated temperatures, Ecosphere, 8, 10, (2017).
- Matthew I. Pyne and N. LeRoy Poff, Vulnerability of stream community composition and function to projected thermal warming and hydrologic change across ecoregions in the western United States, Global Change Biology, 23, 1, (77-93), (2016).
- Javier Alba-Tercedor, Marta Sáinz-Bariáin, José Manuel Poquet, Roberto Rodríguez-López and Maharaj K Pandit, Predicting River Macroinvertebrate Communities Distributional Shifts under Future Global Change Scenarios in the Spanish Mediterranean Area, PLOS ONE, 12, 1, (e0167904), (2017).
- Sonja Jähnig, Jonathan Tonkin, Maria Gies, Sami Domisch, Daniel Hering and Peter Haase, Severity Multipliers as a Methodology to Explore Potential Effects of Climate Change on Stream Bioassessment Programs, Water, 9, 4, (188), (2017).
- Vanda Rádková, Vendula Polášková, Jindřiška Bojková, Vít Syrovátka and Michal Horsák, Environmental filtering of aquatic insects in spring fens: patterns of species-specific responses related to specialist-generalist categorization, Hydrobiologia, 797, 1, (159), (2017).
- Marta Terrado, Sergi Sabater, Becky Chaplin-Kramer, Lisa Mandle, Guy Ziv and Vicenç Acuña, Model development for the assessment of terrestrial and aquatic habitat quality in conservation planning, Science of The Total Environment, 540, (63), (2016).
- Kevin D. Hyde, Sally Fryar, Qing Tian, Ali H. Bahkali and Jianchu Xu, Lignicolous freshwater fungi along a north–south latitudinal gradient in the Asian/Australian region; can we predict the impact of global warming on biodiversity and function?, Fungal Ecology, 19, (190), (2016).
- Kris Van Looy, Mathieu Floury, Martial Ferréol, Marta Prieto-Montes and Yves Souchon, Long-term changes in temperate stream invertebrate communities reveal a synchronous trophic amplification at the turn of the millennium, Science of The Total Environment, 10.1016/j.scitotenv.2016.04.193, 565, (481-488), (2016).
- Marta Sáinz-Bariáin, Carmen Zamora-Muñoz, Juan J. Soler, Núria Bonada, Carmen Elisa Sáinz-Cantero and Javier Alba-Tercedor, Changes in Mediterranean high mountain Trichoptera communities after a 20-year period, Aquatic Sciences, 10.1007/s00027-015-0457-9, 78, 4, (669-682), (2015).
- Namil Chung, Yong-Su Kwon, Fengqing Li, Mi-Jung Bae, Eu Gene Chung, Kyunghyun Kim, Soon-Jin Hwang and Young-Seuk Park, Basin-specific effect of global warming on endemic riverine fish in Korea, Annales de Limnologie - International Journal of Limnology, 10.1051/limn/2015024, 52, (171-186), (2016).
- N. Cid, I. Verkaik, E.M. García-Roger, M. Rieradevall, N. Bonada, M.M. Sánchez-Montoya, R. Gómez, M.L. Suárez, M.R. Vidal-Abarca, D. Demartini, A. Buffagni, S. Erba, I. Karaouzas, N. Skoulikidis and N. Prat, A biological tool to assess flow connectivity in reference temporary streams from the Mediterranean Basin, Science of The Total Environment, 10.1016/j.scitotenv.2015.06.086, 540, (178-190), (2016).
- Rita Adrian, Dag Olav Hessen, Thorsten Blenckner, Helmut Hillebrand, Sabine Hilt, Erik Jeppesen, David M. Livingstone and Dennis Trolle, Environmental Impacts—Lake Ecosystems, North Sea Region Climate Change Assessment, 10.1007/978-3-319-39745-0_10, (315-340), (2016).
- Michael Weinert, Moritz Mathis, Ingrid Kröncke, Hermann Neumann, Thomas Pohlmann and Henning Reiss, Modelling climate change effects on benthos: Distributional shifts in the North Sea from 2001 to 2099, Estuarine, Coastal and Shelf Science, 10.1016/j.ecss.2016.03.024, 175, (157-168), (2016).
- A. Beaufort, F. Curie, F. Moatar, A. Ducharne, E. Melin and D. Thiery, T‐NET, a dynamic model for simulating daily stream temperature at the regional scale based on a network topology, Hydrological Processes, 30, 13, (2196-2210), (2016).
- Peter M. Rose, Mark J. Kennard, David B. Moffatt, Fran Sheldon, Gavin L. Butler and Vincent Laudet, Testing Three Species Distribution Modelling Strategies to Define Fish Assemblage Reference Conditions for Stream Bioassessment and Related Applications, PLOS ONE, 11, 1, (e0146728), (2016).
- Florian Pletterbauer, Wolfram Graf and Stefan Schmutz, Effect of biotic dependencies in species distribution models: The future distribution of Thymallus thymallus under consideration of Allogamus auricollis, Ecological Modelling, 327, (95), (2016).
- Deep Narayan Shah, Jonathan D. Tonkin, Peter Haase and Sonja C. Jähnig, Latitudinal patterns and large-scale environmental determinants of stream insect richness across Europe, Limnologica - Ecology and Management of Inland Waters, 10.1016/j.limno.2015.11.001, 55, (33-43), (2015).
- T. A. Worthington, P. J. Shaw, J. R. Daffern and T. E. L. Langford, The effects of a thermal discharge on the macroinvertebrate community of a large British river: implications for climate change, Hydrobiologia, 753, 1, (81), (2015).
- Yaron Hershkovitz, Veronica Dahm, Armin W. Lorenz and Daniel Hering, A multi-trait approach for the identification and protection of European freshwater species that are potentially vulnerable to the impacts of climate change, Ecological Indicators, 50, (150), (2015).
- Marco Trizzino, Francesco Bisi, Luigi Maiorano, Adriano Martinoli, Marco Petitta, Damiano G. Preatoni and Paolo Audisio, Mapping biodiversity hotspots and conservation priorities for the Euro-Mediterranean headwater ecosystems, as inferred from diversity and distribution of a water beetle lineage, Biodiversity and Conservation, 10.1007/s10531-014-0798-z, 24, 1, (149-170), (2014).
- M. C. Urban, Accelerating extinction risk from climate change, Science, 10.1126/science.aaa4984, 348, 6234, (571-573), (2015).
- Fengqing Li, José Manuel Tierno de Figueroa, Sovan Lek and Young-Seuk Park, Continental drift and climate change drive instability in insect assemblages, Scientific Reports, 5, 1, (2015).
- Anaïs Charbonnel, Laëtitia Buisson, Marjorie Biffi, Frank D’Amico, Aurélien Besnard, Stéphane Aulagnier, Frédéric Blanc, François Gillet, Vincent Lacaze, Johan R. Michaux, Mélanie Némoz, Christian Pagé, José Miguel Sanchez-Perez, Sabine Sauvage and Pascal Laffaille, Integrating hydrological features and genetically validated occurrence data in occupancy modelling of an endemic and endangered semi-aquatic mammal, Galemys pyrenaicus , in a Pyrenean catchment, Biological Conservation, 10.1016/j.biocon.2015.01.019, 184, (182-192), (2015).
- Wout Van Echelpoel, Pieter Boets, Dries Landuyt, Sacha Gobeyn, Gert Everaert, Elina Bennetsen, Ans Mouton and Peter L.M. Goethals, Species distribution models for sustainable ecosystem management, Advanced Modelling Techniques Studying Global Changes in Environmental Sciences, 10.1016/B978-0-444-63536-5.00008-9, (115-134), (2015).
- Steven D. Collins and Nancy E. McIntyre, Modeling the distribution of odonates: a review, Freshwater Science, 10.1086/682688, 34, 3, (1144-1158), (2015).
- J. C. Pérez-Quintero, Latitudinal gradients of freshwater gastropods from the Western Palearctic, Aquatic Sciences, 77, 4, (583), (2015).
- Avit Kumar Bhowmik, Ralf B. Schäfer and Diego Fontaneto, Large Scale Relationship between Aquatic Insect Traits and Climate, PLOS ONE, 10, 6, (e0130025), (2015).
- Mathias Kuemmerlen, Britta Schmalz, Qinghua Cai, Peter Haase, Nicola Fohrer and Sonja C. Jähnig, An attack on two fronts: predicting how changes in land use and climate affect the distribution of stream macroinvertebrates, Freshwater Biology, 60, 7, (1443-1458), (2015).
- Alexander Royan, Christel Prudhomme, David M. Hannah, S. James Reynolds, David G. Noble and Jonathan P. Sadler, Climate‐induced changes in river flow regimes will alter future bird distributions, Ecosphere, 6, 4, (1-10), (2015).
- B. Schmalz, M. Kuemmerlen, J. Kiesel, Q. Cai, S. C. Jähnig and N. Fohrer, Impacts of land use changes on hydrological components and macroinvertebrate distributions in the Poyang lake area, Ecohydrology, 8, 6, (1119-1136), (2014).
- Daniel P. Silva, Ana C. B. A. Macêdo, John S. Ascher and Paulo De Marco, Range increase of a Neotropical orchid bee under future scenarios of climate change, Journal of Insect Conservation, 19, 5, (901), (2015).
- Alain Dohet, Daša Hlúbiková, Carlos E. Wetzel, Lionel L'Hoste, Jean François Iffly, Lucien Hoffmann and Luc Ector, Influence of thermal regime and land use on benthic invertebrate communities inhabiting headwater streams exposed to contrasted shading, Science of The Total Environment, 10.1016/j.scitotenv.2014.10.077, 505, (1112-1126), (2015).
- Ian P. Vaughan and Steve J. Ormerod, Linking interdecadal changes in British river ecosystems to water quality and climate dynamics, Global Change Biology, 20, 9, (2725-2740), (2014).
- Andrew L. Sheldon and Scott A. Grubbs, Distributional ecology of a rare, endemic stonefly, Freshwater Science, 10.1086/678049, 33, 4, (1119-1126), (2014).
- Deep Narayan Shah, Sami Domisch, Steffen U. Pauls, Peter Haase and Sonja C. Jähnig, Current and future latitudinal gradients in stream macroinvertebrate richness across North America, Freshwater Science, 33, 4, (1136), (2014).
- Brian Moss, Fresh Waters, Climate Change and UK Nature Conservation, Freshwater Reviews, 10.1608/FRJ-7.1.789, 7, 1, (25-75), (2014).
- Mathias Kuemmerlen, Britta Schmalz, Björn Guse, Qinghua Cai, Nicola Fohrer and Sonja C. Jähnig, Integrating catchment properties in small scale species distribution models of stream macroinvertebrates, Ecological Modelling, 10.1016/j.ecolmodel.2014.01.020, 277, (77-86), (2014).
- Lorenza Conti, Astrid Schmidt-Kloiber, Gaël Grenouillet and Wolfram Graf, A trait-based approach to assess the vulnerability of European aquatic insects to climate change, Hydrobiologia, 10.1007/s10750-013-1690-7, 721, 1, (297-315), (2013).
- Alex Bush, David A. Nipperess, Gunther Theischinger, Eren Turak and Lesley Hughes, Testing for taxonomic bias in the future diversity of Australian Odonata, Diversity and Distributions, 20, 9, (1016-1028), (2014).
- Ryan A. Hill and Charles P. Hawkins, Using modelled stream temperatures to predict macro‐spatial patterns of stream invertebrate biodiversity, Freshwater Biology, 59, 12, (2632-2644), (2014).
- Steffen U. Pauls, Maria Alp, Miklós Bálint, Paola Bernabò, Fedor Čiampor, Zuzana Čiamporová‐Zaťovičová, Debra S. Finn, Jan Kohout, Florian Leese, Valeria Lencioni, Ivan Paz‐Vinas and Michael T. Monaghan, Integrating molecular tools into freshwater ecology: developments and opportunities, Freshwater Biology, 59, 8, (1559-1576), (2014).
- Danijela Markovic, Savrina Carrizo, Jörg Freyhof, Nuria Cid, Szabolcs Lengyel, Mathias Scholz, Hans Kasperdius and William Darwall, Europe's freshwater biodiversity under climate change: distribution shifts and conservation needs, Diversity and Distributions, 20, 9, (1097-1107), (2014).
- Sami Domisch, Mathias Kuemmerlen, Sonja C. Jähnig and Peter Haase, Choice of study area and predictors affect habitat suitability projections, but not the performance of species distribution models of stream biota, Ecological Modelling, 10.1016/j.ecolmodel.2013.02.019, 257, (1-10), (2013).
- R. E. Gozlan, B. K. Karimov, E. Zadereev, D. Kuznetsova and S. Sandra Brucet S, Status, trends, and future dynamics of freshwater ecosystems in Europe and Central Asia, Inland Waters, 10.1080/20442041.2018.1510271, (1-17), (2019).
- Daniel Bruno, Oscar Belmar, Anthony Maire, Adrien Morel, Bernard Dumont and Thibault Datry, Structural and functional responses of invertebrate communities to climate change and flow regulation in alpine catchments, Global Change Biology, , (2019).
- Ana Filipa Filipe, Maria João Feio, Aina Garcia-Raventós, José Pedro Ramião, Giorgio Pace, Filipa MS Martins and Maria Filomena Magalhães, The European Water Framework Directive facing current challenges: recommendations for a more efficient biological assessment of inland surface waters, Inland Waters, 10.1080/20442041.2018.1494973, (1-9), (2018).
- Evan P. Tanner, Monica Papeş, R. Dwayne Elmore, Samuel D. Fuhlendorf and Craig A. Davis, Incorporating abundance information and guiding variable selection for climate-based ensemble forecasting of species' distributional shifts, PLOS ONE, 10.1371/journal.pone.0184316, 12, 9, (e0184316), (2017).
- Sonia Vanderhoeven, Tim Adriaens, Peter Desmet, Diederik Strubbe, Thierry Backeljau, Yvan Barbier, Dimitri Brosens, Julien Cigar, Maxime Coupremanne, Rozemien De Troch, Hilde Eggermont, André Heughebaert, Kris Hostens, Pierre Huybrechts, Anne-Laure Jacquemart, Luc Lens, Arnaud Monty, Jean-Yves Paquet, Céline Prévot, Tim Robertson, Piet Termonia, Ruben Van De Kerchove, Gert Van Hoey, Bert Van Schaeybroeck, Diemer Vercayie, Thomas Verleye, Sarah Welby and Quentin Groom, Tracking Invasive Alien Species (TrIAS): Building a data-driven framework to inform policy, Research Ideas and Outcomes, 10.3897/rio.3.e13414, 3, (e13414), (2017).
- Anaïs Charbonnel, Pascal Laffaille, Marjorie Biffi, Frédéric Blanc, Anthony Maire, Mélanie Némoz, José Miguel Sanchez-Perez, Sabine Sauvage and Laëtitia Buisson, Can Recent Global Changes Explain the Dramatic Range Contraction of an Endangered Semi-Aquatic Mammal Species in the French Pyrenees?, PLOS ONE, 10.1371/journal.pone.0159941, 11, 7, (e0159941), (2016).
- Alex A. Bush, David A. Nipperess, Daisy E. Duursma, Gunther Theischinger, Eren Turak and Lesley Hughes, Continental-Scale Assessment of Risk to the Australian Odonata from Climate Change, PLoS ONE, 10.1371/journal.pone.0088958, 9, 2, (e88958), (2014).




