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Kharouba HM, Williams JL. Forecasting species' responses to climate change using space-for-time substitution. Trends Ecol Evol 2024; 39:716-725. [PMID: 38744627 DOI: 10.1016/j.tree.2024.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 03/05/2024] [Accepted: 03/25/2024] [Indexed: 05/16/2024]
Abstract
To anticipate species' responses to climate change, ecologists have largely relied on the space-for-time-substitution (SFTS) approach. However, the hypothesis and its underlying assumptions have been poorly tested. Here, we detail how the efficacy of using the SFTS approach to predict future locations will depend on species' traits, the ecological context, and whether the species is declining or introduced. We argue that the SFTS approach will be least predictive in the contexts where we most need it to be: forecasting the expansion of the range of introduced species and the recovery of threatened species. We highlight how evaluating the underlying assumptions, along with improved methods, will rapidly advance our understanding of the applicability of the SFTS approach, particularly in the context of modelling the distribution of species.
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Affiliation(s)
- Heather M Kharouba
- Department of Biology, University of Ottawa, Ontario, ON, K1N 6N5, Canada.
| | - Jennifer L Williams
- Department of Geography and Biodiversity Research Centre, University of British Columbia, Vancouver, BC, V6T 1Z2, Canada
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Lovell RSL, Collins S, Martin SH, Pigot AL, Phillimore AB. Space-for-time substitutions in climate change ecology and evolution. Biol Rev Camb Philos Soc 2023; 98:2243-2270. [PMID: 37558208 DOI: 10.1111/brv.13004] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 07/20/2023] [Accepted: 07/24/2023] [Indexed: 08/11/2023]
Abstract
In an epoch of rapid environmental change, understanding and predicting how biodiversity will respond to a changing climate is an urgent challenge. Since we seldom have sufficient long-term biological data to use the past to anticipate the future, spatial climate-biotic relationships are often used as a proxy for predicting biotic responses to climate change over time. These 'space-for-time substitutions' (SFTS) have become near ubiquitous in global change biology, but with different subfields largely developing methods in isolation. We review how climate-focussed SFTS are used in four subfields of ecology and evolution, each focussed on a different type of biotic variable - population phenotypes, population genotypes, species' distributions, and ecological communities. We then examine the similarities and differences between subfields in terms of methods, limitations and opportunities. While SFTS are used for a wide range of applications, two main approaches are applied across the four subfields: spatial in situ gradient methods and transplant experiments. We find that SFTS methods share common limitations relating to (i) the causality of identified spatial climate-biotic relationships and (ii) the transferability of these relationships, i.e. whether climate-biotic relationships observed over space are equivalent to those occurring over time. Moreover, despite widespread application of SFTS in climate change research, key assumptions remain largely untested. We highlight opportunities to enhance the robustness of SFTS by addressing key assumptions and limitations, with a particular emphasis on where approaches could be shared between the four subfields.
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Affiliation(s)
- Rebecca S L Lovell
- Ashworth Laboratories, Institute of Ecology and Evolution, The University of Edinburgh, Charlotte Auerbach Road, Edinburgh, EH9 3FL, UK
| | - Sinead Collins
- Ashworth Laboratories, Institute of Ecology and Evolution, The University of Edinburgh, Charlotte Auerbach Road, Edinburgh, EH9 3FL, UK
| | - Simon H Martin
- Ashworth Laboratories, Institute of Ecology and Evolution, The University of Edinburgh, Charlotte Auerbach Road, Edinburgh, EH9 3FL, UK
| | - Alex L Pigot
- Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, Gower Street, London, WC1E 6BT, UK
| | - Albert B Phillimore
- Ashworth Laboratories, Institute of Ecology and Evolution, The University of Edinburgh, Charlotte Auerbach Road, Edinburgh, EH9 3FL, UK
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Bonelli S, Cerrato C, Barbero F, Boiani MV, Buffa G, Casacci LP, Fracastoro L, Provenzale A, Rivella E, Zaccagno M, Balletto E. Changes in Alpine Butterfly Communities during the Last 40 Years. INSECTS 2021; 13:43. [PMID: 35055886 PMCID: PMC8778691 DOI: 10.3390/insects13010043] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 12/23/2021] [Accepted: 12/27/2021] [Indexed: 01/08/2023]
Abstract
Our work aims to assess how butterfly communities in the Italian Maritime Alps changed over the past 40 years, in parallel with altitudinal shifts occurring in plant communities. In 2019, we sampled butterflies at 7 grassland sites, between 1300-1900 m, previously investigated in 2009 and 1978, by semi-quantitative linear transects. Fine-scale temperature and precipitation data elaborated by optimal interpolation techniques were used to quantify climate changes. The changes in the vegetation cover and main habitat alterations were assessed by inspection of aerial photographs (1978-2018/1978-2006-2015). The vegetation structure showed a marked decrease of grassland habitats and an increase of woods (1978-2009). Plant physiognomy has remained stable in recent years (2009-2019) with some local exceptions due to geomorphic disturbance. We observed butterfly 'species substitution' indicating a general loss in the more specialised and a general gain in more tolerant elements. We did not observe any decrease in species richness, but rather a change in guild compositions, with (i) an overall increased abundance in some widespread and common lowland species and (ii) the disappearance (or strong decrease) of some alpine (high elevation) species, so that 'resilience' could be just delusive. Changes in butterfly community composition were consistent with predicted impacts of local warming.
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Affiliation(s)
- Simona Bonelli
- Department of Life Science and Systems Biology Turin University, 10123 Turin, Italy; (S.B.); (C.C.); (G.B.); (L.P.C.); (L.F.); (M.Z.); (E.B.)
| | - Cristiana Cerrato
- Department of Life Science and Systems Biology Turin University, 10123 Turin, Italy; (S.B.); (C.C.); (G.B.); (L.P.C.); (L.F.); (M.Z.); (E.B.)
- Gran Paradiso National Park, 10135 Turin, Italy
| | - Francesca Barbero
- Department of Life Science and Systems Biology Turin University, 10123 Turin, Italy; (S.B.); (C.C.); (G.B.); (L.P.C.); (L.F.); (M.Z.); (E.B.)
| | - Maria Virginia Boiani
- Institute of Geosciences and Earth Resources, Italian National Research Council, 56124 Pisa, Italy; (M.V.B.); (A.P.)
| | - Giorgio Buffa
- Department of Life Science and Systems Biology Turin University, 10123 Turin, Italy; (S.B.); (C.C.); (G.B.); (L.P.C.); (L.F.); (M.Z.); (E.B.)
| | - Luca Pietro Casacci
- Department of Life Science and Systems Biology Turin University, 10123 Turin, Italy; (S.B.); (C.C.); (G.B.); (L.P.C.); (L.F.); (M.Z.); (E.B.)
| | - Lorenzo Fracastoro
- Department of Life Science and Systems Biology Turin University, 10123 Turin, Italy; (S.B.); (C.C.); (G.B.); (L.P.C.); (L.F.); (M.Z.); (E.B.)
| | - Antonello Provenzale
- Institute of Geosciences and Earth Resources, Italian National Research Council, 56124 Pisa, Italy; (M.V.B.); (A.P.)
| | - Enrico Rivella
- Regional Agency for Environmental Protection, ARPA, 10135 Turin, Italy;
| | - Michele Zaccagno
- Department of Life Science and Systems Biology Turin University, 10123 Turin, Italy; (S.B.); (C.C.); (G.B.); (L.P.C.); (L.F.); (M.Z.); (E.B.)
| | - Emilio Balletto
- Department of Life Science and Systems Biology Turin University, 10123 Turin, Italy; (S.B.); (C.C.); (G.B.); (L.P.C.); (L.F.); (M.Z.); (E.B.)
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Konvicka M, Kuras T, Liparova J, Slezak V, Horázná D, Klečka J, Kleckova I. Low winter precipitation, but not warm autumns and springs, threatens mountain butterflies in middle-high mountains. PeerJ 2021; 9:e12021. [PMID: 34532158 PMCID: PMC8404571 DOI: 10.7717/peerj.12021] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 07/29/2021] [Indexed: 12/20/2022] Open
Abstract
Low-elevation mountains represent unique model systems to study species endangered by climate warming, such as subalpine and alpine species of butterflies. We aimed to test the effect of climate variables experienced by Erebia butterflies during their development on adult abundances and phenology, targeting the key climate factors determining the population dynamics of mountain insects. We analysed data from a long-term monitoring of adults of two subalpine and alpine butterfly species, Erebia epiphron and E. sudetica (Nymphalidae: Satyrinae) in the Jeseník Mts and Krkonoše Mts (Czech Republic). Our data revealed consistent patterns in their responses to climatic conditions. Lower precipitation (i.e., less snow cover) experienced by overwintering larvae decreases subsequent adult abundances. Conversely, warmer autumns and warmer and drier springs during the active larval phase increase adult abundances and lead to earlier onset and extended duration of the flight season. The population trends of these mountain butterflies are stable or even increasing. On the background of generally increasing temperatures within the mountain ranges, population stability indicates dynamic equilibrium of positive and detrimental consequences of climate warming among different life history stages. These contradictory effects warn against simplistic predictions of climate change consequences on mountain species based only on predicted increases in average temperature. Microclimate variability may facilitate the survival of mountain insect populations, however the availability of suitable habitats will strongly depend on the management of mountain grasslands.
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Affiliation(s)
- Martin Konvicka
- Faculty of Science, University of South Bohemia, Ceske Budejovice, Czech Republic.,Institute of Entomology, Czech Academy of Sciences, Biology Centre, Ceske Budejovice, Czech Republic
| | - Tomas Kuras
- Faculty of Science, Palacký University Olomouc, Olomouc, Czech Republic
| | - Jana Liparova
- Institute of Entomology, Czech Academy of Sciences, Biology Centre, Ceske Budejovice, Czech Republic
| | - Vit Slezak
- Jeseníky Protected Landscape Area Administration, Jesenik, Czech Republic
| | - Dita Horázná
- Institute of Entomology, Czech Academy of Sciences, Biology Centre, Ceske Budejovice, Czech Republic
| | - Jan Klečka
- Institute of Entomology, Czech Academy of Sciences, Biology Centre, Ceske Budejovice, Czech Republic
| | - Irena Kleckova
- Institute of Entomology, Czech Academy of Sciences, Biology Centre, Ceske Budejovice, Czech Republic
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Zografou K, Swartz MT, Adamidis GC, Tilden VP, McKinney EN, Sewall BJ. Species traits affect phenological responses to climate change in a butterfly community. Sci Rep 2021; 11:3283. [PMID: 33558563 PMCID: PMC7870830 DOI: 10.1038/s41598-021-82723-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 01/19/2021] [Indexed: 11/16/2022] Open
Abstract
Diverse taxa have undergone phenological shifts in response to anthropogenic climate change. While such shifts generally follow predicted patterns, they are not uniform, and interspecific variation may have important ecological consequences. We evaluated relationships among species' phenological shifts (mean flight date, duration of flight period), ecological traits (larval trophic specialization, larval diet composition, voltinism), and population trends in a butterfly community in Pennsylvania, USA, where the summer growing season has become warmer, wetter, and longer. Data were collected over 7-19 years from 18 species or species groups, including the extremely rare eastern regal fritillary Speyeria idalia idalia. Both the direction and magnitude of phenological change over time was linked to species traits. Polyphagous species advanced and prolonged the duration of their flight period while oligophagous species delayed and shortened theirs. Herb feeders advanced their flight periods while woody feeders delayed theirs. Multivoltine species consistently prolonged flight periods in response to warmer temperatures, while univoltine species were less consistent. Butterflies that shifted to longer flight durations, and those that had polyphagous diets and multivoltine reproductive strategies tended to decline in population. Our results suggest species' traits shape butterfly phenological responses to climate change, and are linked to important community impacts.
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Affiliation(s)
- Konstantina Zografou
- Department of Biology, Temple University, 1900 North 12th Street, Philadelphia, PA, 19122, USA.
| | - Mark T Swartz
- The Pennsylvania Department of Military and Veterans Affairs, Fort Indiantown Gap National Guard Training Center, Annville, PA, 17003, USA
| | - George C Adamidis
- Department of Biology, Temple University, 1900 North 12th Street, Philadelphia, PA, 19122, USA
| | - Virginia P Tilden
- The Pennsylvania Department of Military and Veterans Affairs, Fort Indiantown Gap National Guard Training Center, Annville, PA, 17003, USA
| | - Erika N McKinney
- The Pennsylvania Department of Military and Veterans Affairs, Fort Indiantown Gap National Guard Training Center, Annville, PA, 17003, USA
| | - Brent J Sewall
- Department of Biology, Temple University, 1900 North 12th Street, Philadelphia, PA, 19122, USA
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