Is the relationship between predator and prey abundances related to climate for lynx and snowshoe hares?
Jim Hone A D , Charles J. Krebs A B and Mark O’Donoghue CA Institute for Applied Ecology, University of Canberra, Canberra, ACT 2601, Australia.
B Department of Zoology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.
C Yukon Fish and Wildlife Branch, PO Box 310 Mayo, Yukon YOB 1MO, Canada.
D Corresponding author. Email: Jim.Hone@canberra.edu.au
Wildlife Research 38(5) 419-425 https://doi.org/10.1071/WR11009
Submitted: 17 January 2011 Accepted: 9 August 2011 Published: 12 October 2011
Abstract
Context: Predator dynamics may be related to prey abundance and influenced by environmental effects, such as climate. Predator–prey interactions may be represented by mechanistic models that comprise a deterministic skeleton with stochastic climatic forcing.
Aims: The aim of this study was to evaluate the effects of climate on predator–prey dynamics. The lynx and snowshoe hare predator–prey system in the Kluane region of the Yukon, Canada, is used as a case study. The specific hypothesis is that climate influences the relationship between lynx and hare abundance.
Methods: We evaluate 10 linear relationships between predator and prey abundance and effects of climate. We use data on lynx and snowshoe hare abundance over 21 years in the Yukon as the predator–prey system, and three alternative broad-scale climate indices: the winter North Atlantic Oscillation (NAO), the Pacific North American (PNA) index and the North Pacific index (NPI).
Key results: There was more support, as assessed by Akaike weights (ωi = 0.600), evidence ratio (=4.73) and R2 (=0.77) for a model of predator (lynx) and prior prey (hare) abundance with an effect of prior climate (winter NAO) when combined in a multiplicative, rather than in an additive, manner. The results infer that climate changes the amplitude of the lynx cycle with lower predator (lynx) abundance with positive values of winter NAO for a given hare density.
Conclusions: The study provides evidence that predator–prey dynamics are related to climate in an interactive manner. The ecological mechanism for the interactive effect is not clear, and alternative hypotheses are proposed for future evaluation.
Implications: The study implies that changes in climate may alter predator–prey relationships.
Additional keywords: climate change, Lynx canadensis, North Atlantic Oscillation, population dynamics, predator–prey models.
References
Akcakaya, H. R. (1992). Population cycles of mammals: evidence for a ratio-dependent predation hypothesis. Ecological Monographs 62, 119–142.| Population cycles of mammals: evidence for a ratio-dependent predation hypothesis.Crossref | GoogleScholarGoogle Scholar |
Anderson, D. R. (2008). ‘Model Based Inference in the Life Sciences.’ (Springer: Berlin.)
Andrewartha, H. G., and Birch, L. C. (1954). ‘The Distribution and Abundance of Animals.’ (University of Chicago Press: Chicago, IL.)
Bonsall, M. B., and Hassell, M. P. (2007). Predator-prey interactions. In ‘Theoretical Ecology. Principles and Applications’. 3rd edn (Eds R. M. May and A. MacLean.) pp. 46–61. (Oxford University Press: Oxford.)
Brand, C. J., Keith, L. B., and Fischer, C. A. (1976). Lynx responses to changing snowshoe hare densities in central Alberta. The Journal of Wildlife Management 40, 416–428.
| Lynx responses to changing snowshoe hare densities in central Alberta.Crossref | GoogleScholarGoogle Scholar |
Chamberlin, T. C. (1965). On the method of multiple working hypotheses. Science 148, 754–759.
| On the method of multiple working hypotheses.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BC3cvgtFOmug%3D%3D&md5=6ffaeb61b9c5891a6b1b85c64bdb5997CAS |
Coulson, T., Rohani, P., and Pascual, M. (2004). Skeletons, noise and population growth: the end of an old debate? Trends in Ecology & Evolution 19, 359–364.
| Skeletons, noise and population growth: the end of an old debate?Crossref | GoogleScholarGoogle Scholar |
Elton, C., and Nicholson, M. (1942). The ten-year cycle in numbers of lynx in Canada. Journal of Animal Ecology 11, 215–244.
| The ten-year cycle in numbers of lynx in Canada.Crossref | GoogleScholarGoogle Scholar |
Freund, R. J., and Little, R. C. (1986). ‘SAS System for Regression.’ (SAS Institute Inc.: Cary, NC.)
Hallett, T. B., Coulson, T., Pilkington, J. G., Clutton-Brock, T. H., Pemberton, J. M., and Grenfell, B. T. (2004). Why large-scale climate indices seem to predict ecological processes better than local weather. Nature 430, 71–75.
| Why large-scale climate indices seem to predict ecological processes better than local weather.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXlt1Cqtb4%3D&md5=8bf6b33ee11eba2b3f1dc0cc33a04e4bCAS |
Hone, J., Krebs, C., O’Donoghue, M., and Boutin, S. (2007). Evaluation of predator numerical responses. Wildlife Research 34, 335–341.
| Evaluation of predator numerical responses.Crossref | GoogleScholarGoogle Scholar |
Hurrell, J. W. (1995). Decadal trends in the North Atlantic Oscillation: regional temperatures and precipitation. Science 269, 676–679.
| Decadal trends in the North Atlantic Oscillation: regional temperatures and precipitation.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK2MXntlCltrk%3D&md5=464692e9d441cb4327d72451136990c3CAS |
Krebs, C. J. (1999). ‘Ecological Methodology.’ 2nd edn. (Addison Wesley: San Francisco, CA.)
Krebs, C. J., Boutin, S., and Boonstra, R. (2001). ‘Ecosystem Dynamics of the Boreal Forest.’ (Oxford University Press: Oxford.)
May, R. M. (1981). Models for interacting populations. In ‘Theoretical Ecology. Principles and Application’. 2nd edn. (Ed. R. M. May.) pp. 78–104. (Blackwell: Oxford.)
Moran, P. A. P. (1953). The statistical analysis of the Canadian lynx cycle. I. Structure and prediction. Australian Journal of Zoology 1, 291–298.
| The statistical analysis of the Canadian lynx cycle. I. Structure and prediction.Crossref | GoogleScholarGoogle Scholar |
Murray, D. L., Steury, T. D., and Roth, J. D. (2008). Assessment of Canada lynx research and conservation needs in the southern range: another kick at the cat. The Journal of Wildlife Management 72, 1463–1472.
| Assessment of Canada lynx research and conservation needs in the southern range: another kick at the cat.Crossref | GoogleScholarGoogle Scholar |
Nichols, J. D., and Williams, B. K. (2006). Monitoring for conservation. Trends in Ecology & Evolution 21, 668–673.
| Monitoring for conservation.Crossref | GoogleScholarGoogle Scholar |
O’Donoghue, M. (1994). Early survival of juvenile hares. Ecology 75, 1582–1592.
| Early survival of juvenile hares.Crossref | GoogleScholarGoogle Scholar |
O’Donoghue, M. (1997). Responses of coyotes and lynx to the snowshoe hare cycle. Ph.D. thesis, University of British Columbia, Vancouver.
O’Donoghue, M., Boutin, S., Krebs, C. J., and Hofer, E. J. (1997). Numerical responses of coyotes and lynx to the snowshoe hare cycle. Oikos 80, 150–162.
| Numerical responses of coyotes and lynx to the snowshoe hare cycle.Crossref | GoogleScholarGoogle Scholar |
O’Donoghue, M., Boutin, S., Krebs, C., Zuleta, G., Murray, D. L., and Hofer, E. J. (1998). Functional responses of coyotes and lynx to the snowshoe hare cycle. Ecology 79, 1193–1208.
Ottersen, G., Planque, B., Belgrano, A., Post, E., Reid, P. C., and Stenseth, N. C. (2001). Ecological effects of the North Atlantic Oscillation. Oecologia 128, 1–14.
| Ecological effects of the North Atlantic Oscillation.Crossref | GoogleScholarGoogle Scholar |
Polis, G. A., Myers, C. A., and Holt, R. D. (1989). The ecology and evolution of intraguild predation: potential competitors that eat each other. Annual Review of Ecology and Systematics 20, 297–330.
| The ecology and evolution of intraguild predation: potential competitors that eat each other.Crossref | GoogleScholarGoogle Scholar |
Post, E., Peterson, R. O., Stenseth, N. C., and McLaren, B. E. (1999). Ecosystem consequences of wolf behavioural responses to climate. Nature 401, 905–907.
| Ecosystem consequences of wolf behavioural responses to climate.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK1MXntFylsbw%3D&md5=370917b3d457ee72aae6f3aacedf1a53CAS |
Royama, T. (1992). ‘Analytical Population Dynamics.’ (Chapman & Hall: London.)
Ruggiero, L. F., Aubry, K. B., Buskirk, S. W., Koehler, G. M., Krebs, C. J., McKelvey, K. S., and Squires, J. R. (2000). The scientific basis for lynx conservation: qualified insights. In ‘Ecology and Conservation of Lynx in the United States.’ (Eds L. F. Ruggiero, K. B. Aubry, S. W. Buskirk, G. M. Koehler, C. J. Krebs, K. S. McKelvey and J. R. Squires.) pp. 443–454. (University Press Colorado: Boulder, CO.)
Sibly, R. M., and Hone, J. (2002). Population growth rate and its determinants. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 357, 1153–1170.
| Population growth rate and its determinants.Crossref | GoogleScholarGoogle Scholar |
Slough, B. G., and Mowat, G. (1996). Lynx population dynamics in an untrapped refugium. The Journal of Wildlife Management 60, 946–961.
| Lynx population dynamics in an untrapped refugium.Crossref | GoogleScholarGoogle Scholar |
Stenseth, N. C., and Mysterud, A. (2005). Weather packages: finding the right scale and composition of climate in ecology. Journal of Animal Ecology 74, 1195–1198.
| Weather packages: finding the right scale and composition of climate in ecology.Crossref | GoogleScholarGoogle Scholar |
Stenseth, N. C., Falck, W., Bjornstad, O. N., and Krebs, C. J. (1997). Population regulation in snowshoe hares and Canadian lynx: asymmetric food web configurations between hare and lynx. Proceedings of the National Academy of Sciences of the United States of America 94, 5147–5152.
| Population regulation in snowshoe hares and Canadian lynx: asymmetric food web configurations between hare and lynx.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK2sXjtlemtLo%3D&md5=bf53c8c9f8b520395124d9628ce64558CAS |
Stenseth, N. C., Chan, K.-S., Tong, H., Boonstra, R., Boutin, S., Krebs, C. J., Post, E., O’Donoghue, M., Yoccoz, N. G., Forchhammer, M. C., and Hurrell, J. W. (1999). Common dynamic structure of Canada lynx populations across three climatic regions. Science 285, 1071–1073.
| Common dynamic structure of Canada lynx populations across three climatic regions.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK1MXlt1Gnu7g%3D&md5=f0b1f5afb022e61667b428fde32ac062CAS |
Stenseth, N. C., Mysterud, A., Ottersen, G., Hurrell, J. W., Chan, K.-S., and Lima, M. (2002). Ecological effects of climate fluctuations. Science 297, 1292–1296.
| Ecological effects of climate fluctuations.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD38Xms1Sks78%3D&md5=d80356811f94913d79f88918b08c3420CAS |
Stenseth, N. C., Ottersen, G., Hurrell, J. W., Mysterud, A., Lima, M., Chan, K.-S., Yoccoz, N. G., and Adlandsvik, B. (2003). Studying climate effects on ecology through the use of climate indices: the North Atlantic Oscillation, the El Niño Southern Oscillation and beyond. Proceedings. Biological Sciences 270, 2087–2096.
| Studying climate effects on ecology through the use of climate indices: the North Atlantic Oscillation, the El Niño Southern Oscillation and beyond.Crossref | GoogleScholarGoogle Scholar |
Stenseth, N. C., Shabbar, A., Chan, K.-S., Boutin, S., Rueness, E. K., Ehrich, D., Hurrell, J. W., Lingjaerde, O. C., and Jakobsen, K. S. (2004). Snow conditions may create an invisible barrier for lynx. Proceedings of the National Academy of Sciences of the United States of America 101, 10632–10634.
| Snow conditions may create an invisible barrier for lynx.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXmtFWmsbo%3D&md5=bb79732b490bc7b857c106e8499bb503CAS |
Trenberth, K. E., and Hurrell, J. W. (1994). Decadal atmospheric-ocean variations in the Pacific. Climate Dynamics 9, 303–319.
| Decadal atmospheric-ocean variations in the Pacific.Crossref | GoogleScholarGoogle Scholar |
Trostel, K., Sinclair, A. R. E., Walters, C. J., and Krebs, C. J. (1987). Can predation cause the 10-year hare cycle? Oecologia 74, 185–192.
| Can predation cause the 10-year hare cycle?Crossref | GoogleScholarGoogle Scholar |
Tyson, R., Haines, S., and Hodges, K. E. (2010). Modelling the Canada lynx and snowshoe hare population cycle: the role of specialist predators. Theoretical Ecology 3, 97–111.
| Modelling the Canada lynx and snowshoe hare population cycle: the role of specialist predators.Crossref | GoogleScholarGoogle Scholar |
Watt, K. E. F. (1973). ‘Principles of Environmental Science.’ (McGraw-Hill: New York, NY.)
Williams, B. K., Nichols, J. D., and Conroy, M. J. (2002). ‘Analysis and Management of Animal Populations.’ (Academic Press: New York, NY.)
Wilmers, C. C., Post, E., Peterson, R. O., and Vucetich, J. A. (2006). Predator disease out-break modulates top-down, bottom-up and climatic effects on herbivore population dynamics. Ecology Letters 9, 383–389.
| Predator disease out-break modulates top-down, bottom-up and climatic effects on herbivore population dynamics.Crossref | GoogleScholarGoogle Scholar |