Skip to main content
Log in

Listening to Inuit and Naskapi peoples in the eastern Canadian Subarctic: a quantitative comparison of local observations with gridded climate data

  • Original Article
  • Published:
Regional Environmental Change Aims and scope Submit manuscript

Abstract

For Inuit and Naskapi living in the eastern Canadian Subarctic, local meteorological and environmental conditions (e.g., snow and ice cover extent, thickness, and duration) play a key role as they affect subsistence activities such as fishing, hunting, trapping, and harvesting. In this study, we first documented locally observed changes in meteorological and environmental conditions made by members of the Inuit communities of Kangiqsualujjuaq (Québec) and Nain (Newfoundland and Labrador) and the Naskapi Nation of Kawawachikamach (Québec). We then examined spatiotemporal trends in gridded meteorological variables, most notably air temperature and precipitation, publicly available online. We compared Naskapi and Inuit observations with meteorological variables using a novel statistical approach to answer the question: how do locally observed changes in meteorological and environmental conditions relate to spatiotemporal trends in gridded meteorological variables? We used an adapted consensus index to measure the level of agreement in participants’ observations and assess the efficacy and utility of converting qualitative statements into quantitative measures for use in statistical models. Our results indicate that all three communities observed changes in meteorological and environmental conditions and that our consensus indices appropriately translated community observations. Participants from all three communities agreed that winter air temperatures are warmer, that the quantity of snow is diminishing, that freeze-up occurs later in the fall, and that precipitation patterns are changing. In contrast to Kangiqsualujjuaq and Kawawachikamach, participants from Nain observed that summer air temperatures have cooled. Through the analysis of gridded meteorological variables, we identified increases in annual mean and seasonal air temperatures and in total annual precipitation, particularly between 1990 and 2009. When analyzing both community observations and spatiotemporal trends in gridded meteorological variables, we found consensus regarding subjective changes and quantitative changes in mean air temperature and total precipitation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Alexander C, Bynum N, Johnson E, King U, Mustonen T, Neofotis P, Oettlé N, Rosenzweig C, Sakakibara C, Shadrin V, Vicarelli M, Waterhouse J, Weeks B (2011) Linking indigenous and scientific knowledge of climate change. Bioscience 61:477–484. doi:10.1525/bio.2011.61.6.10

    Article  Google Scholar 

  • Archer L, Ford JD, Pearce T, Kowal S, Gough WA, Allurut M (2017) Longitudinal assessment of climate vulnerability: a case study from the Canadian Arctic. Sustain Sci 12:15–29. doi:10.1007/s11625-016-0401-5

    Article  Google Scholar 

  • Becker A, Finger P, Meyer-Christoffer A, Rudolf B, Schamm K, Schneider U, Ziese M (2013) A description of the global land-surface precipitation data products of the Global Precipitation Climatology Centre with sample applications including centennial (trend) analysis from 1901-present. Earth Syst Sci Data 5:71–99. doi:10.5194/essd-5-71-2013

    Article  Google Scholar 

  • Bronaugh D, Werner A (2013) zyp: Zhang + Yue-Pilon trends package. R package version 0.10–1. http://CRAN.R-project.org/package=zyp

  • Chylek P, Li J, Dubey MK, Wang M, Lesins G (2011) Observed and model simulated 20th century Arctic temperature variability: Canadian Earth System Model CanESM2. Atmos Chem Phys Discuss 11:22893–22907. doi:10.5194/acpd-11-22893-2011

    Article  Google Scholar 

  • Clark DG, Ford JD, Berrang-Ford L, Pearce T, Kowal S, Gough WA (2016) The role of environmental factors in search and rescue incidents in Nunavut, Canada. Public Health 137:44–49. doi:10.1016/j.puhe.2016.06.003

    Article  CAS  Google Scholar 

  • Cohen JL, Furtado JC, Barlow M, Alexeev VA, Cherry JE (2012) Asymmetric seasonal temperature trends. Geophys Res Lett 39:L04705. doi:10.1029/2011GL050582

    Google Scholar 

  • Cuerrier A, Brunet ND, Gérin-Lajoie J, Downing A, Lévesque E (2015) The study of Inuit knowledge of climate change in Nunavik, Quebec: a mixed methods approach. Hum Ecol 43:379–394. doi:10.1007/s10745-015-9750-4

    Article  Google Scholar 

  • Dobrovolný P, Brázdil R, Trnka M, Kotyza O, Valášek H (2014) Precipitation reconstruction for the Czech Lands, AD 1501-2010. Int J Climatol. doi:10.1002/joc.3957

  • Dobrovolný P, Moberg A, Brázdil R, Pfister C, Glaser R, Wilson R, van Engelen A, Limanówka D, Kiss A, Halíčková M, Macková J, Riemann D, Luterbacher J, Böhm R (2010) Monthly, seasonal and annual temperature reconstructions for central europe derived from documentary evidence and instrumental records since AD 1500. Clim Chang 101:69–107. doi:10.1007/s10584-009-9724-x

    Article  Google Scholar 

  • Downing A, Cuerrier A (2011) A synthesis of the impacts of climate change on the First Nations and Inuit of Canada. Indian J Tradit Knowl 10:57

    Google Scholar 

  • Duerden F (2004) Translating climate change impacts at the community level. Arctic 57:204–212

    Article  Google Scholar 

  • Durkalec A, Furgal C, Skinner MW, Sheldon T (2015) Climate change influences on environment as a determinant of indigenous health: relationships to place, sea ice, and health in an Inuit community. Soc Sci Med 136–137:17–26. doi:10.1016/j.socscimed.2015.04.026

    Article  Google Scholar 

  • Edwards R, Holland J (2013) What is qualitative interviewing? Bloomsbury Publishing, London

    Google Scholar 

  • Environment Canada (2015) Climate. http://climate.weather.gc.ca. Accessed 1 Oct 2015

  • Fogelman K, Comber C (2007) Surveys and sampling. In: Briggs ARJ, Coleman M (eds) Research methods in educational leadership and management, 2nd Edition. SAGE Publications Ltd., London, pp 125–141

    Google Scholar 

  • Ford JD, Bolton KC, Shirley J, Pearce T, Tremblay M, Westlake M (2012) Research on the human dimensions of climate change in Nunavut, Nunavik, and Nunatsiavut: a literature review and gap analysis. Arctic 65:289–304

    Article  Google Scholar 

  • Ford JD, McDowell G, Shirley J, Pitre M, Siewierski R, Gough W, Duerden F, Pearce T, Adams P, Statham S (2013) The dynamic multiscale nature of climate change vulnerability: an Inuit harvesting example. Ann Assoc Am Geogr 103:1193–1211. doi:10.1080/00045608.2013.776880

    Article  Google Scholar 

  • Ford JD, Pearce T (2012) Climate change vulnerability and adaptation research focusing on the Inuit subsistence sector in Canada: directions for future research. Can Geogr / Le Géographe Can 56:275–287. doi:10.1111/j.1541-0064.2012.00418.x

    Article  Google Scholar 

  • Ford JD, Pearce T, Duerden F, Furgal C, Smit B (2010) Climate change policy responses for Canada’s Inuit population: the importance of and opportunities for adaptation. Glob Environ Chang 20:177–191. doi:10.1016/j.gloenvcha.2009.10.008

    Article  Google Scholar 

  • Gearheard S, Aporta C, Aipellee G, O’Keefe K (2011) The Igliniit project: Inuit hunters document life on the trail to map and monitor arctic change. Can Geogr / Le Géographe Can 55:42–55. doi:10.1111/j.1541-0064.2010.00344.x

    Article  Google Scholar 

  • Gearheard S, Pocernich M, Stewart R, Sanguya J, Huntington HP (2010) Linking Inuit knowledge and meteorological station observations to understand changing wind patterns at Clyde River, Nunavut. Clim Chang 100:267–294. doi:10.1007/s10584-009-9587-1

    Article  Google Scholar 

  • Ghetti S, Angelini L (2008) The development of recollection and familiarity in childhood and adolescence: evidence from the dual-process signal detection model. Child Dev 79:339–358. doi:10.1111/j.1467-8624.2007.01129.x

    Article  Google Scholar 

  • Goodman LA (1961) Snowball sampling. Ann Math Stat 32:148–170. doi:10.1214/aoms/1177705148

    Article  Google Scholar 

  • Gower JC (1971) A general coefficient of similarity and some of its properties. Biometrics 27:857–871

    Article  Google Scholar 

  • Grimwood BSR, Doubleday NC, Ljubicic GJ, Donaldson SG, Blangy S (2012) Engaged acclimatization: towards responsible community-based participatory research in Nunavut. Can Geogr / Le Géographe Can 56:211–230. doi:10.1111/j.1541-0064.2012.00416.x

    Article  Google Scholar 

  • Hansen J, Sato M, Ruedy R (2012) From the cover: PNAS plus: perception of climate change. Proc Natl Acad Sci 109:E2415–E2423. doi:10.1073/pnas.1205276109

    Article  CAS  Google Scholar 

  • Herrmann TM, Royer M-JS, Cuciurean R (2012) Understanding subarctic wildlife in eastern James Bay under changing climatic and socio-environmental conditions: bringing together Cree hunters’ ecological knowledge and scientific observations. Polar Geogr 35:245–270. doi:10.1080/1088937X.2011.654356

    Article  Google Scholar 

  • Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25:1965–1978. doi:10.1002/joc.1276

    Article  Google Scholar 

  • Hinzman LD, Bettez ND, Bolton WR, Chapin FS, Dyurgerov MB, Fastie CL, Griffith B, Hollister RD, Hope A, Huntington HP, Jensen AM, Jia GJ, Jorgenson T, Kane DL, Klein DR, Kofinas G, Lynch AH, Lloyd AH, McGuire AD, Nelson FE, Oechel WC, Osterkamp TE, Racine CH, Romanovsky VE, Stone RS, Stow DA, Sturm M, Tweedie CE, Vourlitis GL, Walker MD, Walker DA, Webber PJ, Welker JM, Winker KS, Yoshikawa K (2005) Evidence and implications of recent climate change in northern Alaska and other Arctic regions. Clim Chang 72:251–298. doi:10.1007/s10584-005-5352-2

    Article  Google Scholar 

  • Holm S (1979) A simple sequentially rejective multiple test procedure. Scand J Stat 6:65–70

    Google Scholar 

  • Huntington H, Callaghan T, Fox S, Krupnik I (2004) Matching traditional and scientific observations to detect environmental change: a discussion on arctic terrestrial ecosystems. Ambio 33:20–25

    Google Scholar 

  • IPCC (2007) Summary for policymakers. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge and New York

    Google Scholar 

  • Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Leetmaa A, Reynolds R, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Jenne R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77:437–471. doi:10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2

    Article  Google Scholar 

  • Kendall MG (1948) Rank correlation methods. Griffin, Oxford

    Google Scholar 

  • Ladio AH, Lozada M (2004) Patterns of use and knowledge of wild edible plants in distinct ecological environments: a case study of a Mapuche community from northwestern Patagonia. Biodivers Conserv 13:1153–1173. doi:10.1023/B:BIOC.0000018150.79156.50

    Article  Google Scholar 

  • Laidler GJ (2006) Inuit and scientific perspectives on the relationship between sea ice and climate change: the ideal complement? Clim Change 78:407–444

    Article  CAS  Google Scholar 

  • Laliberté E, Legendre P (2010) A distance-based framework for measuring functional diversity from multiple traits. Ecology 91:299–305. doi:10.1890/08-2244.1

    Article  Google Scholar 

  • Laliberté E, Legendre P, Shipley B (2014) FD: measuring functional diversity from multiple traits, and other tools for the functional ecology. R package version 1.0–12. http://CRAN.R-project.org/package=FD

  • Legendre P, Anderson MJ (1999) Distance-based redundancy analysis : testing multispecies responses in multifactorial ecological experiments. Ecol Monogr 69:1–24

    Article  Google Scholar 

  • Legendre P, Legendre L (1998) Numerical ecology, 2nd edn. Elsevier Science B.V, Amsterdam

    Google Scholar 

  • Lenton TM, Held H, Kriegler E, Hall JW, Lucht W, Rahmstorf S, Schellnhuber HJ (2008) Tipping elements in the earth’s climate system. Proc Natl Acad Sci U S A 105:1786–1793. doi:10.1073/pnas.0705414105

    Article  CAS  Google Scholar 

  • Lévesque E, Hermanutz L, Gérin-Lajoie J, Bell T, Boudreau S, Cuerrier A, Jacobs J, Laroque C, Lavallée C, Siegwart Collier L, Tremblay B (2012) Nunavik and Nunatsiavut: from science to policy. An integrated regional impact study (IRIS) of climate change and modernization. In: Allard M, Lemay M (eds) Trends in vegetation dynamics and impacts on berry production. ArcticNet Inc., Québec, QC, pp 223–247

    Google Scholar 

  • Mailhot A, Beauregard I, Talbot G, Caya D, Biner S (2012) Future changes in intense precipitation over Canada assessed from multi-model NARCCAP ensemble simulations. Int J Climatol 32:1151–1163. doi:10.1002/joc.2343

    Article  Google Scholar 

  • Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259. doi:10.2307/1907187

    Article  Google Scholar 

  • Marin A (2010) Riders under storms: contributions of nomadic herders’ observations to analysing climate change in Mongolia. Glob Environ Chang 20:162–176. doi:10.1016/j.gloenvcha.2009.10.004

    Article  Google Scholar 

  • Martin G (2004) Ethnobotany: a methods manual. Earthscan, London

    Google Scholar 

  • Microsoft Research (2014) Fetchclimate2. http://fetchclimate2.cloudapp.net/#page=geography&dm=values&t=years&yc=1991,2010&dc=1,365&hc=0,24. Accessed 1 May 2014

  • Mikkonen S, Laine M, Mäkelä HM, Gregow H, Tuomenvirta H, Lahtinen M, Laaksonen A (2014) Increasing trend in the average temperature in Finland, 1847–2012. In: Geophysical research abstracts. EGU General Assemblydelete, p 9550

  • New M, Lister D, Hulme M, Makin I (2002) A high-resolution data set of surface climate over global land areas. Clim Res 21:1–25

    Article  Google Scholar 

  • New M, Todd M, Hulme M, Jones P (2001) Precipitation measurements and trends in the twentieth century. Int J Climatol 21:1889–1922. doi:10.1002/joc.680

    Article  Google Scholar 

  • Ofen N, Shing YL (2013) From perception to memory: changes in memory systems across the lifespan. Neurosci Biobehav Rev 37:2258–2267. doi:10.1016/j.neubiorev.2013.04.006

    Article  Google Scholar 

  • Oksanen J, Blanchet G, Kindt R, Legendre P, Minchin PR, O’Hara RB, Simpson GL, Solymos P, Stevens MHH, Wagner H (2013) vegan: Community ecology package. R package version 2.2–1. http://CRAN.R-project.org/package=vegan

  • Pearce TD, Ford JD, Laidler GJ, Smit B, Duerden F, Allarut M, Andrachuk M, Baryluk S, Dialla A, Elee P, Goose A, Ikummaq T, Joamie E, Kataoyak F, Loring E, Meakin S, Nickels S, Shappa K, Shirley J, Wandel J (2009) Community collaboration and climate change research in the Canadian Arctic. Polar Res 28:10–27. doi:10.1111/j.1751-8369.2008.00094.x

    Article  Google Scholar 

  • Peterson TC, Vose RS (1997) An overview of the global historical climatology network temperature database. Bull Am Meteorol Soc 78:2837–2849. doi:10.1175/1520-0477(1997)078<2837:AOOTGH>2.0.CO;2

    Article  Google Scholar 

  • Core Team R (2014) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna http://www.R-project.org/

    Google Scholar 

  • Royer M-JS, Herrmann TM, Sonnentag O, Fortier D, Delusca K, Cuciurean R (2013) Linking Cree hunters’ and scientific observations of changing inland ice and meteorological conditions in the Subarctic eastern James Bay region, Canada. Clim Chang 119:719–732. doi:10.1007/s10584-013-0773-9

    Article  Google Scholar 

  • Royer MJ, Herrmann TM (2011) Local observations of climate change and its impacts on traditional food systems of the Cree First Nation of the eastern James Bay in the Canadian Subarctic. Cah Géographiques du Québec 55:575–601

    Article  Google Scholar 

  • Screen JA, Deser C, Simmonds I, Tomas R (2014) Atmospheric impacts of Arctic sea-ice loss, 1979-2009: separating forced change from atmospheric internal variability. Clim Dyn 43:333–344. doi:10.1007/s00382-013-1830-9

    Article  Google Scholar 

  • Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389. doi:10.2307/2285891

    Article  Google Scholar 

  • Serreze MC, Francis JA (2006) The arctic amplification debate. Clim Chang 76:241–264. doi:10.1007/s10584-005-9017-y

    Article  CAS  Google Scholar 

  • The MathWorks (2013) Matlab and statistics toolbox release 2013a. The MathWorks Inc., Natick, MA

    Google Scholar 

  • Theil H (1950a) A rank-invariant method of linear and polynomial regression analysis, ii. Proc Koninalijke Ned Akad van Weinenschatpen A 53:521–525

    Google Scholar 

  • Theil H (1950b) A rank-invariant method of linear and polynomial regression analysis, iii. Proc Koninalijke Ned Akad van Weinenschatpen A 53:1397–1412

    Google Scholar 

  • Theil H (1950c) A rank-invariant method of linear and polynomial regression analysis, ii. Proc Koninalijke Ned Akad van Weinenschatpen A 53:386–392

    Google Scholar 

  • Tremblay M, Furgal C, Larrivee C, Annanach T, Einish N, Swappie N, Tookalook P, Angiyou E, Qiisik M, Savard JP, Allard M, Barrett M, Communautés de Kangiqsujuaq, Akulivik, Ivujivik, Umiujaq, Kangiqsualujjuaq K (2006) Changements climatiques au Nunavik : accès au territoire et aux ressources Programme sur les impacts et l’adaptation liés aux changements climatiques.

  • Verbesselt J, Hyndman R, Newnham G, Culvenor D (2010a) Detecting trend and seasonal changes in satellite image time series. Remote Sens Environ 114:106–115. doi:10.1016/j.rse.2009.08.014

    Article  Google Scholar 

  • Verbesselt J, Hyndman R, Zeileis A, Culvenor D (2010b) Phenological change detection while accounting for abrupt and gradual trends in satellite image time series. Remote Sens Environ 114:2970–2980. doi:10.1016/j.rse.2010.08.003

    Article  Google Scholar 

  • Wheeler T, von Braun J (2013) Climate change impacts on global food security. Science 341(80):508–513. doi:10.1126/science.1239402

    Article  CAS  Google Scholar 

  • Yue S, Pilon P, Phinney B, Cavadias G (2002) The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrol Process 16:1807–1829. doi:10.1002/hyp.1095

    Article  Google Scholar 

  • Zhang X, Vincent LA, Hogg WD, Niitsoo A (2000) Temperature and precipitation trends in Canada during the 20th century. Atmosphere-Ocean 38:395–429. doi:10.1080/07055900.2000.9649654

    Article  Google Scholar 

Download references

Acknowledgements

We are most grateful to the three communities, especially the elders and knowledge holders who participated in the project. We wish to thank ArcticNet, Health Canada, OURANOS, and Aboriginal Affairs and Northern Development Canada (AANDC), as well as the Natural Sciences and Engineering Research Council (NSERC) and Memorial University to L. Siegwart Collier for having provided funding. We dedicate this paper to the memory of the late Willie Emudluk (Kangiqsualujjuaq), Sarah Ittulak (Nain), and John Shecanapish (Kawawachikamach).

Author information

Authors and Affiliations

Authors

Consortia

Corresponding author

Correspondence to Michel Rapinski.

Additional information

Editor:Erica Smithwick.

Electronic supplementary material

ESM 1

(EPS 1738 kb)

ESM 2

(EPS 1408 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rapinski, M., Payette, F., Sonnentag, O. et al. Listening to Inuit and Naskapi peoples in the eastern Canadian Subarctic: a quantitative comparison of local observations with gridded climate data. Reg Environ Change 18, 189–203 (2018). https://doi.org/10.1007/s10113-017-1188-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10113-017-1188-3

Keywords

Navigation