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Cite this article
 * Pardee Gabriella L.
   ,
 * Griffin Sean R.
   ,
 * Stemkovski Michael
   ,
 * Harrison Tina
   ,
 * Portman Zachary M.
   ,
 * Kazenel Melanie R.
   ,
 * Lynn Joshua S.
   ,
 * Inouye David W.
   and
 * Irwin Rebecca E.

2022Life-history traits predict responses of wild bees to climate variationProc.
R. Soc. B.2892021269720212697http://doi.org/10.1098/rspb.2021.2697

SECTION

 * Abstract
 * Footnotes

Supplemental Material
Restricted accessResearch articles


LIFE-HISTORY TRAITS PREDICT RESPONSES OF WILD BEES TO CLIMATE VARIATION

Gabriella L. Pardee

Gabriella L. Pardee



http://orcid.org/0000-0003-1575-3024





Department of Applied Ecology, North Carolina State University, Raleigh, NC
27607, USA

Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA

Department of Integrative Biology, University of Texas at Austin, Austin, TX
78712, USA



gabriellapardee@gmail.com

Contribution: Conceptualization, Data curation, Formal analysis, Funding
acquisition, Investigation, Methodology, Writing – original draft, Writing –
review & editing

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,
Sean R. Griffin

Sean R. Griffin





Department of Integrative Biology, University of Texas at Austin, Austin, TX
78712, USA





Contribution: Conceptualization, Data curation, Formal analysis, Methodology,
Writing – original draft, Writing – review & editing

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,
Michael Stemkovski

Michael Stemkovski



https://orcid.org/0000-0002-9854-887X





Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA

Department of Biology and Ecology Center, Utah State University, Logan, UT
84322, USA





Contribution: Data curation, Formal analysis, Resources, Software, Writing –
review & editing

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,
Tina Harrison

Tina Harrison



https://orcid.org/0000-0001-8735-0289





Department of Biology, University of Louisiana, Lafayette, LA 70501, USA





Contribution: Conceptualization, Formal analysis, Resources, Visualization,
Writing – review & editing

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,
Zachary M. Portman

Zachary M. Portman



https://orcid.org/0000-0001-8943-8196





Department of Entomology, University of Minnesota, Twin Cities, Saint Paul, MN,
55108





Contribution: Methodology, Resources, Validation, Writing – review & editing

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,
Melanie R. Kazenel

Melanie R. Kazenel



https://orcid.org/0000-0002-2101-1062





Department of Biology, University of New Mexico, Albuquerque, NM 87131, USA





Contribution: Methodology, Resources, Writing – review & editing

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,
Joshua S. Lynn

Joshua S. Lynn



https://orcid.org/0000-0002-7190-7991





Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA

Department of Biology, University of New Mexico, Albuquerque, NM 87131, USA

Department of Biological Sciences, University of Bergen, Bergen, Norway





Contribution: Methodology, Resources, Writing – review & editing

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,
David W. Inouye

David W. Inouye





Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA

Department of Biology, University of Maryland, College Park, MD 20742, USA





Contribution: Conceptualization, Funding acquisition, Writing – review & editing

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and
Rebecca E. Irwin

Rebecca E. Irwin



http://orcid.org/0000-0002-1394-4946





Department of Applied Ecology, North Carolina State University, Raleigh, NC
27607, USA

Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA





Contribution: Conceptualization, Data curation, Funding acquisition,
Supervision, Writing – review & editing

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Gabriella L. Pardee

Gabriella L. Pardee



http://orcid.org/0000-0003-1575-3024





Department of Applied Ecology, North Carolina State University, Raleigh, NC
27607, USA

Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA

Department of Integrative Biology, University of Texas at Austin, Austin, TX
78712, USA



gabriellapardee@gmail.com

Contribution: Conceptualization, Data curation, Formal analysis, Funding
acquisition, Investigation, Methodology, Writing – original draft, Writing –
review & editing

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,
Sean R. Griffin

Sean R. Griffin





Department of Integrative Biology, University of Texas at Austin, Austin, TX
78712, USA





Contribution: Conceptualization, Data curation, Formal analysis, Methodology,
Writing – original draft, Writing – review & editing

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,
Michael Stemkovski

Michael Stemkovski



https://orcid.org/0000-0002-9854-887X





Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA

Department of Biology and Ecology Center, Utah State University, Logan, UT
84322, USA





Contribution: Data curation, Formal analysis, Resources, Software, Writing –
review & editing

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,
Tina Harrison

Tina Harrison



https://orcid.org/0000-0001-8735-0289





Department of Biology, University of Louisiana, Lafayette, LA 70501, USA





Contribution: Conceptualization, Formal analysis, Resources, Visualization,
Writing – review & editing

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,
Zachary M. Portman

Zachary M. Portman



https://orcid.org/0000-0001-8943-8196





Department of Entomology, University of Minnesota, Twin Cities, Saint Paul, MN,
55108





Contribution: Methodology, Resources, Validation, Writing – review & editing

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,
Melanie R. Kazenel

Melanie R. Kazenel



https://orcid.org/0000-0002-2101-1062





Department of Biology, University of New Mexico, Albuquerque, NM 87131, USA





Contribution: Methodology, Resources, Writing – review & editing

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,
Joshua S. Lynn

Joshua S. Lynn



https://orcid.org/0000-0002-7190-7991





Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA

Department of Biology, University of New Mexico, Albuquerque, NM 87131, USA

Department of Biological Sciences, University of Bergen, Bergen, Norway





Contribution: Methodology, Resources, Writing – review & editing

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,
David W. Inouye

David W. Inouye





Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA

Department of Biology, University of Maryland, College Park, MD 20742, USA





Contribution: Conceptualization, Funding acquisition, Writing – review & editing

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and
Rebecca E. Irwin

Rebecca E. Irwin



http://orcid.org/0000-0002-1394-4946





Department of Applied Ecology, North Carolina State University, Raleigh, NC
27607, USA

Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA





Contribution: Conceptualization, Data curation, Funding acquisition,
Supervision, Writing – review & editing

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Published:20 April 2022https://doi.org/10.1098/rspb.2021.2697
 * Review history
   * Review history is available via Publons at
     https://publons.com/publon/10.1098/rspb.2021.2697


ABSTRACT

Life-history traits, which are physical traits or behaviours that affect growth,
survivorship and reproduction, could play an important role in how well
organisms respond to environmental change. By looking for trait-based responses
within groups, we can gain a mechanistic understanding of why environmental
change might favour or penalize certain species over others. We monitored the
abundance of at least 154 bee species for 8 consecutive years in a subalpine
region of the Rocky Mountains to ask whether bees respond differently to changes
in abiotic conditions based on their life-history traits. We found that
comb-building cavity nesters and larger bodied bees declined in relative
abundance with increasing temperatures, while smaller, soil-nesting bees
increased. Further, bees with narrower diet breadths increased in relative
abundance with decreased rainfall. Finally, reduced snowpack was associated with
reduced relative abundance of bees that overwintered as prepupae whereas bees
that overwintered as adults increased in relative abundance, suggesting that
overwintering conditions might affect body size, lipid content and overwintering
survival. Taken together, our results show how climate change may reshape bee
pollinator communities, with bees with certain traits increasing in abundance
and others declining, potentially leading to novel plant–pollinator interactions
and changes in plant reproduction.


FOOTNOTES

Electronic supplementary material is available online at
https://doi.org/10.6084/m9.figshare.c.5926232.


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REFERENCES

 * 1.
   Parmesan C. 2006Ecological and evolutionary responses to recent climate
   change. Ann. Rev. Ecol. Evol. Syst. 37, 637-669.
   (doi:10.1146/annurev.ecolsys.37.091305.110100) Crossref, ISI, Google Scholar
 * 2.
   Hooper DUet al.2012A global synthesis reveals biodiversity loss as a major
   driver of ecosystem change. Nature 486, 105-108. (doi:10.1038/nature11118)
   Crossref, PubMed, ISI, Google Scholar
 * 3.
   Jetz W, Wilcove DS, Dobson AP. 2007Projected impacts of climate and land-use
   change on the global diversity of birds. PLoS Biol. 5, 1211-1219.
   (doi:10.1371/journal.pbio.0050157) Crossref, ISI, Google Scholar
 * 4.
   McKinney ML, Lockwood JL. 1999Biotic homogenization: a few winners replacing
   many losers in the next mass extinction. Trends Ecol. Evol. 14, 450-453.
   (doi:10.1016/S0169-5347(99)01679-1) Crossref, PubMed, ISI, Google Scholar
 * 5.
   Soroye P, Newbold T, Kerr J. 2020Climate change contributes to widespread
   declines among bumble bees across continents. Science 367, 685-688.
   (doi:10.1126/science.aax8591) Crossref, PubMed, ISI, Google Scholar
 * 6.
   Bartomeus I, Ascher J, Gibbs J, Danforth B, Wagner D, Hedtke S, Winfree R.
   2013Historical changes in northeastern US bee pollinators related to shared
   ecological traits. Proc. Natl Acad. Sci. USA 110, 4656-4660.
   (doi:10.1073/pnas.1218503110) Crossref, PubMed, ISI, Google Scholar
 * 7.
   Williams NM, Crone EE, Roulston TH, Minckley RL, Packer L, Potts SG.
   2010Ecological and life-history traits predict bee species responses to
   environmental disturbances. Biol. Conserv. 143, 2280-2291.
   (doi:10.1016/j.biocon.2010.03.024) Crossref, ISI, Google Scholar
 * 8.
   Kremen C, Williams NM, Bugg RL, Fay JP, Thorp RW. 2004The area requirements
   of an ecosystem service: crop pollination by native bee communities in
   California. Ecol. Lett. 7, 1109-1119. (doi:10.1111/j.1461-0248.2004.00662.x)
   Crossref, ISI, Google Scholar
 * 9.
   Ollerton J, Winfree R, Tarrant S. 2011How many flowering plants are
   pollinated by animals?Oikos 120, 321-326.
   (doi:10.1111/j.1600-0706.2010.18644.x) Crossref, ISI, Google Scholar
 * 10.
   Brittain C, Potts SG. 2011The potential impacts of insecticides on the
   life-history traits of bees and the consequences for pollination. Basic Appl.
   Ecol. 12, 321-331. (doi:10.1016/j.baae.2010.12.004) Crossref, ISI, Google
   Scholar
 * 11.
   Cariveau D, Williams NM, Benjamin F, Winfree R. 2013Response diversity to
   land use occurs but does not consistently stabilise ecosystem services
   provided by native pollinators. Ecol. Lett. 16, 903-911.
   (doi:10.1111/ele.12126) Crossref, PubMed, ISI, Google Scholar
 * 12.
   Bartomeus I, Ascher JS, Wagner D, Danforth BN, Colla S, Kornbluth S.
   2011Climate-associated phenological advances in bee pollinators and
   bee-pollinated plants. Proc. Natl Acad. Sci. USA 108, 20 645-20 649.
   (doi:10.1073/pnas.1115559108) Crossref, ISI, Google Scholar
 * 13.
   Hall MA, Nimmo DG, Cunningham SA, Walker K, Bennett AF. 2019The response of
   wild bees to tree cover and rural land use is mediated by species' traits.
   Biol. Conserv. 231, 1-12. (doi:10.1016/j.biocon.2018.12.032) Crossref,
   ISI, Google Scholar
 * 14.
   Pereira FW, Carneiro L, Gonçalves RB. 2020More losses than gains in
   ground-nesting bees over 60 years of urbanization. Urban Ecosyst. 24,
   233-242. (doi:10.1007/s11252-020-01030-1) Crossref, ISI, Google Scholar
 * 15.
   De Palma A, Kuhlmann M, Roberts SPM, Potts SG, Börger L, Hudson LN, Lysenko
   I, Newbold T, Purvis A. 2015Ecological traits affect the sensitivity of bees
   to land-use pressures in European agricultural landscapes. J. Appl. Ecol. 52,
   1567-1577. (doi:10.1111/1365-2664.12524) Crossref, PubMed, ISI, Google
   Scholar
 * 16.
   Potts SG, Vulliamy B, Dafni A, Ne G, Toole CO, Roberts S, Willmer P.
   2003Response of plant–pollinator communities to fire: changes in diversity,
   abundance and floral reward structure. Oikos 101, 103-112.
   (doi:10.1034/j.1600-0706.2003.12186.x) Crossref, ISI, Google Scholar
 * 17.
   Rader R, Reilly J, Bartomeus I, Winfree R. 2013Native bees buffer the
   negative impact of climate warming on honey bee pollination of watermelon
   crops. Glob. Change Biol. 19, 3103-3110. (doi:10.1111/gcb.12264) Crossref,
   PubMed, ISI, Google Scholar
 * 18.
   Bartomeus I, Park MG, Gibbs J, Danforth BN, Lakso AN, Winfree R.
   2013Biodiversity ensures plant–pollinator phenological synchrony against
   climate change. Ecol. Lett. 16, 1331-1338. (doi:10.1111/ele.12170) Crossref,
   PubMed, ISI, Google Scholar
 * 19.
   Miller-Struttmann NEet al.2015Functional mismatch in a bumble bee pollination
   mutualism under climate change. Science 349, 75-78.
   (doi:10.1126/science.aab0868) Crossref, ISI, Google Scholar
 * 20.
   Thomson JD. 2010Flowering phenology, fruiting success, and progressive
   deterioration of pollination in an early-flowering geophyte. Phil. trans. R.
   Soc. Ser. B 365, 3187-3199. (doi:10.1098/rstb.2010.0115) Link, ISI, Google
   Scholar
 * 21.
   Rafferty NE, Ives AR. 2011Effects of experimental shifts in flowering
   phenology on plant–pollinator interactions. Ecol. Lett. 14, 69-74.
   (doi:10.1111/j.1461-0248.2010.01557.x) Crossref, PubMed, ISI, Google Scholar
 * 22.
   Hegland SJ, Nielsen A, Lázaro A, Bjerknes AL, Totland Ø. 2009How does climate
   warming affect plant–pollinator interactions?Ecol. Lett. 12, 184-195.
   (doi:10.1111/j.1461-0248.2008.01269.x) Crossref, PubMed, ISI, Google Scholar
 * 23.
   Gilman RT, Fabina NS, Abbott KC, Rafferty NE. 2011Evolution of
   plant–pollinator mutualisms in response to climate change. Evol. Appl. 5,
   2-16. (doi:10.1111/j.1752-4571.2011.00202.x) Crossref, PubMed, ISI, Google
   Scholar
 * 24.
   Rafferty NE, CaraDonna PJ, Bronstein JL. 2015Phenological shifts and the fate
   of mutualisms. Oikos 124, 14-21. (doi:10.1111/oik.01523.Phenological)
   Crossref, PubMed, ISI, Google Scholar
 * 25.
   Cameron SA, Lozier JD, Strange JP, Koch JB, Cordes N, Solter LF, Griswold TL.
   2011Patterns of widespread decline in North American bumble bees. Proc. Natl
   Acad. Sci. USA 108, 662-667. (doi:10.1073/pnas.1014743108) Crossref, PubMed,
   ISI, Google Scholar
 * 26.
   Radmacher S, Srohm E. 2011Effects of constant and fluctuating temperatures on
   the development of the solitary bee Osmia bicornis (Hymenoptera:
   Megachilidae). Apidologie 42, 711-720. (doi:10.1007/s13592-011-0078-9)
   Crossref, ISI, Google Scholar
 * 27.
   Forrest JRK, Chisholm SPM. 2017Direct benefits and indirect costs of warm
   temperatures for high-elevation populations of a solitary bee. Ecology 98,
   359-369. (doi:10.1002/ecy.1655) Crossref, PubMed, ISI, Google Scholar
 * 28.
   Slominski AH, Burkle LA. 2019Solitary bee life history traits and sex mediate
   responses to manipulated seasonal temperatures and season length. Front.
   Ecol. Evol. 7, 1-15. (doi:10.3389/fevo.2019.00314) Crossref, ISI, Google
   Scholar
 * 29.
   McCabe LM, Cobb NS, Butterfield BJ. 2019Environmental filtering of body size
   and darker coloration in pollinator communities indicate thermal restrictions
   on bees, but not flies, at high elevations. PeerJ 7, e7867.
   (doi:10.7717/peerj.7867) Crossref, PubMed, ISI, Google Scholar
 * 30.
   Polatto LP, Chaud-Netto J, Alves-Junior VV. 2014Influence of abiotic factors
   and floral resource availability on daily foraging activity of bees. J.
   Insect Behav. 27, 593-612. (doi:10.1007/s10905-014-9452-6) Crossref,
   ISI, Google Scholar
 * 31.
   Seddon AWR, Macias-Fauria M, Long PR, Benz D, Willis KJ. 2016Sensitivity of
   global terrestrial ecosystems to climate variability. Nature 531, 229-232.
   (doi:10.1038/nature16986) Crossref, PubMed, ISI, Google Scholar
 * 32.
   Hamblin AL, Youngsteadt E, Lopez-Uribe MM, Frank SD. 2017Physiological
   thermal limits predict differential responses of bees to urban heat-island
   effects. Biol. Lett. 13, 20170125. (doi:10.1098/rsbl.2017.0125) Link,
   ISI, Google Scholar
 * 33.
   Harmon-Threatt A. 2020Influence of nesting characteristics on health of wild
   bee communities. Annu. Rev. Entomol. 65, 39-56.
   (doi:10.1146/annurev-ento-011019-024955) Crossref, PubMed, ISI, Google
   Scholar
 * 34.
   Gezon ZJ, Wyman ES, Ascher JS, Inouye DW, Irwin RE. 2015The effect of
   repeated, lethal sampling on wild bee abundance and diversity. Methods Ecol.
   Evol. 6, 1044-1054. (doi:10.1111/2041-210X.12375) Crossref, ISI, Google
   Scholar
 * 35.
   CaraDonna PJ, Iler AM, Inouye DW. 2014Shifts in flowering phenology reshape a
   subalpine plant community. Proc. Natl Acad. Sci. USA 111, 4916-4921.
   (doi:10.1073/pnas.1323073111) Crossref, PubMed, ISI, Google Scholar
 * 36.
   Iler AM, Inouye DW, Høye TT, Miller-Rushing AJ, Burkle LA, Johnston EB.
   2013Maintenance of temporal synchrony between syrphid flies and floral
   resources despite differential phenological responses to climate. Glob.
   Change Biol. 19, 2348-2359. (doi:10.1111/gcb.12246) Crossref, PubMed,
   ISI, Google Scholar
 * 37.
   Lawson CR, Vindenes Y, Bailey L, van de Pol M. 2015Environmental variation
   and population responses to global change. Ecol. Lett. 18, 724-736.
   (doi:10.1111/ele.12437) Crossref, PubMed, ISI, Google Scholar
 * 38.
   Milly PCD, Dunne KA. 2020Colorado River flow dwindles as warming-driven loss
   of reflective snow energizes evaporation. Science 367, 1252-1255.
   (doi:10.1126/science.aax0194) Crossref, PubMed, ISI, Google Scholar
 * 39.
   Ogilvie JE, Griffin SR, Gezon ZJ, Inouye BD, Underwood N, Inouye DW, Irwin
   RE. 2017Interannual bumble bee abundance is driven by indirect climate
   effects on floral resource phenology. Ecol. Lett. 20, 1507-1515.
   (doi:10.1111/ele.12854) Crossref, PubMed, ISI, Google Scholar
 * 40.
   Williams PH, Thorp RW, Richardson LL, Colla SR. 2014Bumble bees of North
   America. Princeton, NJ: Princeton University Press. Crossref, Google Scholar
 * 41.
   Stemkovski Met al.2020Bee phenology is predicted by climatic variation and
   functional traits. Ecol. Lett. 23, 1589-1598. (doi:10.1111/ele.13583))
   Crossref, PubMed, ISI, Google Scholar
 * 42.
   Lynn JS, Canfield S, Conover RR, Keene J, Rudgers JA. 2018Pocket gopher
   (Thomomys talpoides) soil disturbance peaks at mid-elevation and is
   associated with air temperature, forb cover, and plant diversity. Arctic
   Antarct. Alpine Res. 50, e1487659. (doi:10.1080/15230430.2018.1487659)
   Crossref, ISI, Google Scholar
 * 43.
   R Core Team. 2016R: a language and environment for statistical computing.
   Vienna, Austria: R Foundation for Statistical Computing. See
   http://www.R-project.org/. Google Scholar
 * 44.
   Inouye DW. 2008Effects of climate change on phenology, frost damage, and
   floral abundance of montane wildflowers. Ecology 89, 353-362.
   (doi:10.1890/06-2128.1) Crossref, PubMed, ISI, Google Scholar
 * 45.
   Cane JH, Sipes S. 2006Floral specialization by bees: analytical methods and a
   revised lexicon for oligolecty. In Plant–pollinator interactions: from
   specialization to generalization (eds Waser N, Ollerton J), pp. 99-112.
   Chicago, IL: University of Chicago Press. Google Scholar
 * 46.
   Stefanescu C, Penuelas J, Filella I. 2003Effects of climatic change on the
   phenology of butterflies in the northwest Mediterranean Basin. Glob. Change
   Biol. 9, 1494-1506. (doi:10.1046/J.1365-2486.2003.00682.X) Crossref,
   ISI, Google Scholar
 * 47.
   Boggs CL, Inouye DW. 2012A single climate driver has direct and indirect
   effects on insect population dynamics. Ecol. Lett. 15, 502-508.
   (doi:10.1111/j.1461-0248.2012.01766.x) Crossref, PubMed, ISI, Google Scholar
 * 48.
   Forrest JR. 2016Complex responses of insect phenology to climate change.
   Curr. Opin. Insect Sci. 17, 49-54. (doi:10.1016/j.cois.2016.07.002) Crossref,
   PubMed, ISI, Google Scholar
 * 49.
   Cariveau DP, Nayak GK, Bartomeus I, Zientek J, Ascher JS, Winfree R. 2016The
   allometry of bee proboscis length and its uses in ecology. PLoSONE 11,
   e0151482. (doi:10.1371/journal.pone.0151482) Crossref, ISI, Google Scholar
 * 50.
   Oyen KJ, Giri S, Dillon ME. 2016Altitudinal variation in bumble bee (Bombus)
   critical thermal limits. J. Therm. Biol 59, 52-57.
   (doi:10.1016/j.jtherbio.2016.04.015) Crossref, PubMed, ISI, Google Scholar
 * 51.
   Dray S, Legendre P. 2008Testing the species traits–environment relationships:
   the fourth-corner problem revisited. Ecology 89, 3400-3412.
   (doi:10.1890/08-0349.1) Crossref, PubMed, ISI, Google Scholar
 * 52.
   Peres-Neto PR, Dray S, ter Braak CJ. 2017Linking trait variation to the
   environment: critical issues with community-weighted mean correlation
   resolved by the fourth-corner approach. Ecography 40, 806-816.
   (doi:10.1111/ecog.02302) Crossref, ISI, Google Scholar
 * 53.
   Harrison T, Gibbs J, Winfree R. 2017Forest bees are replaced in agricultural
   and urban landscapes by native species with different phenologies and
   life-history traits. Glob. Change Biol. 24, 287-296. (doi:10.1111/gcb.13921)
   Crossref, PubMed, ISI, Google Scholar
 * 54.
   Forsman A, Betzholtz PE, Franzén M. 2016Faster poleward range shifts in moths
   with more variable colour patterns. Sci. Rep. 6, srep36265.
   (doi:10.1038/srep36265) Crossref, ISI, Google Scholar
 * 55.
   Böhm M, Cook D, Ma H, Davidson AD, García A, Tapley B, Pearce-Kelly P, Carr
   J. 2016Hot and bothered: using trait-based approaches to assess climate
   change vulnerability in reptiles. Biol. Conserv. 204, 32-41.
   (doi:10.1016/j.biocon.2016.06.002) Crossref, ISI, Google Scholar
 * 56.
   Johnson DJ, Stahlschmidt ZR. 2020City limits: heat tolerance is influenced by
   body size and hydration state in an urban ant community. Ecol. Evol. 10,
   4944-4955. (doi:10.1002/ece3.6247) Crossref, PubMed, ISI, Google Scholar
 * 57.
   González-Tokman D, Córdoba-Aguilar A, Dáttilo W, Lira-Noriega A,
   Sánchez-Guillén RA, Villalobos F. 2020Insect responses to heat: physiological
   mechanisms, evolution and ecological implications in a warming world. Biol.
   Rev. 95, 802-821. (doi:10.1111/brv.12588) Crossref, PubMed, ISI, Google
   Scholar
 * 58.
   Burdine JD, McCluney KE. 2019Differential sensitivity of bees to
   urbanization-driven changes in body temperature and water content. Sci. Rep.
   9, 1-10. (doi:10.1038/s41598-018-38338-0) Crossref, PubMed, ISI, Google
   Scholar
 * 59.
   Hamblin AL, Youngsteadt E, Frank SD. 2018Wild bee abundance declines with
   urban warming, regardless of floral density. Urban Ecosyst. 21, 419-428.
   (doi:10.1007/s11252-018-0731-4) Crossref, ISI, Google Scholar
 * 60.
   Oyen KJ, Dillon ME. 2018Critical thermal limits of bumblebees (Bombus
   impatiens) are marked by stereotypical behaviors and are unchanged by
   acclimation, age or feeding status. J. Exp. Biol. 221, jeb165589.
   (doi:10.1242/jeb.165589) Crossref, PubMed, ISI, Google Scholar
 * 61.
   Willmer P, Finlayson K. 2014Big bees do a better job: intraspecific size
   variation influences pollination effectiveness. J. Pollination Ecol. 14,
   244-254. (doi:10.26786/1920-7603(2014)22) Crossref, Google Scholar
 * 62.
   Nooten SS, Rehan SM. 2020Historical changes in bumble bee body size and range
   shift of declining species. Biodivers. Conserv. 29, 451-467.
   (doi:10.1007/s10531-019-01893-7) Crossref, ISI, Google Scholar
 * 63.
   Merckx Tet al.2018Body-size shifts in aquatic and terrestrial urban
   communities. Nature 558, 113-116. (doi:10.1038/s41586-018-0140-0) Crossref,
   PubMed, ISI, Google Scholar
 * 64.
   Sanders-Demott R, Templer PH. 2017What about winter? Integrating the missing
   season into climate change experiments in seasonally snow covered ecosystems.
   Methods Ecol. Evol. 8, 1183-1191. (doi:10.1111/2041-210X.12780) Crossref,
   ISI, Google Scholar
 * 65.
   Lawson DA, Rands SA. 2019The effects of rainfall on plant–pollinator
   interactions. Arthropod-Plant Interact. 13, 561-569.
   (doi:10.1007/s11829-019-09686-z) Crossref, ISI, Google Scholar
 * 66.
   Robertson C. 1929Phenology of oligolectic bees and favorite flowers. Psyche
   36, 112-118. (doi:10.1155/1929/72735) Crossref, Google Scholar
 * 67.
   Schenk M, Mitesser O, Hovestadt T, Holzschuh A. 2018Overwintering temperature
   and body condition shift emergence dates of spring-emerging solitary bees.
   PeerJ 6, e4721. (doi:10.7717/peerj.4721) Crossref, PubMed, ISI, Google
   Scholar
 * 68.
   Sgolastra F, Kemp WP, Buckner JS, Pitts-singer TL, Maini S. 2011The long
   summer: pre-wintering temperatures affect metabolic expenditure and winter
   survival in a solitary bee. J. Insect. Physiol. 57, 1651-1659.
   (doi:10.1016/j.jinsphys.2011.08.017) Crossref, PubMed, ISI, Google Scholar
 * 69.
   Portman ZM, Bruninga-Socolar B, Cariveau DP. 2020The state of bee monitoring
   in the United States: a call to refocus away from bowl traps and towards more
   effective methods. Ann. Entomol. Soc. Am. 113, 337-342.
   (doi:10.1093/aesa/saaa010) Crossref, ISI, Google Scholar
 * 70.
   Thompson A, Frenzel M, Schweiger O, Musche M, Groth T, Roberts SPM, Kuhlmann
   M, Knight TM. 2021Pollinator sampling methods influence community patterns
   assessments by capturing species with different traits and at different
   abundances. Ecol. Indic. 132, 108284. (doi:10.1016/j.ecolind.2021.108284)
   Crossref, ISI, Google Scholar
 * 71.
   Pyke GH, Thomson JD, Inouye DW, Miller TJ. 2016Effects of climate change on
   phenologies and distributions of bumble bees and the plants they visit.
   Ecosphere 7, e01267. (doi:10.1002/ecs2.1267) Crossref, ISI, Google Scholar
 * 72.
   Kerr JTet al.2015Climate change impacts on bumblebees converge across
   continents. Science 349, 177-181. (doi:10.1126/science.aaa7031) Crossref,
   PubMed, ISI, Google Scholar
 * 73.
   Trenberth KE. 2011Changes in precipitation with climate change. Clim. Res.
   47, 123-138. (doi:10.3354/cr00953) Crossref, ISI, Google Scholar
 * 74.
   Greenleaf SS, Williams NM, Winfree R, Kremen C. 2007Bee foraging ranges and
   their relationship to body size. Oecologia 153, 589-596.
   (doi:10.1007/s00442-007-0752-9) Crossref, PubMed, ISI, Google Scholar
 * 75.
   Schlindwein C, Wittmann D. 1995Specialized solitary bees as effective
   pollinators of South Brazilian species of Notocactus and Gymnocalycium
   (Cactaceae). Bradleya 13, 25-34. (doi:10.25223/brad.n13.1995.a4)
   Crossref, Google Scholar
 * 76.
   Carvalho AT, Schlindwein C. 2011Obligate association of an oligolectic bee
   and a seasonal aquatic herb in semi-arid north-eastern Brazil. Biol. J. Linn.
   Soc. 102, 355-368. (doi:10.1111/j.1095-8312.2010.01587.x) Crossref,
   ISI, Google Scholar
 * 77.
   Miller-Rushing AJ, Inouye DW. 2009Variation in the impact of climate change
   on flowering phenology and abundance: an examination of two pairs of closely
   related wildflower species. Am. J. Bot. 96, 1821-1829.
   (doi:10.3732/ajb.0800411) Crossref, PubMed, ISI, Google Scholar
 * 78.
   Pardee GL, Griffin SR, Stemkovski M, Harrison T, Portman ZM, Kazenel MR, Lynn
   JS, Inouye DW, Irwin RE. 2022Life history traits predict responses of wild
   bees to climate variation. Figshare.
   (https://doi.org/10.6084/m9.figshare.c.5926232) Google Scholar


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27 April 2022
Volume 289Issue 1973
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Article Information
 * DOI:https://doi.org/10.1098/rspb.2021.2697
 * PubMed:35440209
 * Published by:Royal Society
 * Print ISSN:0962-8452
 * Online ISSN:1471-2954

History:
 * Manuscript received17/12/2021
 * Manuscript accepted25/03/2022
 * Published online20/04/2022
 * Published in print27/04/2022

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Keywords
 * temperature
 * lag-effects
 * body size
 * fourth corner
 * montane systems
 * nesting behaviour

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 * ecology

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