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Roos D, Caminero-Saldaña C, Elston D, Mougeot F, García-Ariza MC, Arroyo B, Luque-Larena JJ, Revilla FJR, Lambin X. From pattern to process? Dual travelling waves, with contrasting propagation speeds, best describe a self-organised spatio-temporal pattern in population growth of a cyclic rodent. Ecol Lett 2022; 25:1986-1998. [PMID: 35908289 PMCID: PMC9543711 DOI: 10.1111/ele.14074] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 05/19/2022] [Accepted: 06/23/2022] [Indexed: 11/29/2022]
Abstract
The dynamics of cyclic populations distributed in space result from the relative strength of synchronising influences and the limited dispersal of destabilising factors (activators and inhibitors), known to cause multi‐annual population cycles. However, while each of these have been well studied in isolation, there is limited empirical evidence of how the processes of synchronisation and activation–inhibition act together, largely owing to the scarcity of datasets with sufficient spatial and temporal scale and resolution. We assessed a variety of models that could be underlying the spatio‐temporal pattern, designed to capture both theoretical and empirical understandings of travelling waves using large‐scale (>35,000 km2), multi‐year (2011–2017) field monitoring data on abundances of common vole (Microtus arvalis), a cyclic agricultural rodent pest. We found most support for a pattern formed from the summation of two radial travelling waves with contrasting speeds that together describe population growth rates across the region.
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Affiliation(s)
- Deon Roos
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK.,Área de Plagas, Instituto Tecnológico Agrario de Castilla-y-León (ITACyL), Valladolid, Spain
| | | | - David Elston
- Biomathematics & Statistics Scotland, Aberdeen, UK
| | - François Mougeot
- Instituto de Investigación en Recursos Cinegéticos, IREC (CSIC-UCLM-JCCM), Ciudad Real, Spain
| | | | - Beatriz Arroyo
- Instituto de Investigación en Recursos Cinegéticos, IREC (CSIC-UCLM-JCCM), Ciudad Real, Spain
| | - Juan José Luque-Larena
- Dpto. Ciencias Agroforestales, ETSIIAA, Universidad de Valladolid, Palencia, Spain.,Instituto Universitario de Investigación en Gestión Forestal Sostenible, Palencia, Spain
| | | | - Xavier Lambin
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
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Selås V, Framstad E, Rolstad J, Sonerud GA, Spidsø TK, Wegge P. Bilberry seed production explains spatiotemporal synchronicity in bank vole population fluctuations in Norway. Ecol Res 2021. [DOI: 10.1111/1440-1703.12204] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Vidar Selås
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
| | - Erik Framstad
- The Norwegian Institute for Nature Research Oslo Norway
| | - Jørund Rolstad
- Department of Forest Genetics and Biodiversity Norwegian Institute of Bioeconomy Research Ås Norway
| | - Geir A. Sonerud
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
| | | | - Per Wegge
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
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Fay R, Michler S, Laesser J, Jeanmonod J, Schaub M. Large-Scale Vole Population Synchrony in Central Europe Revealed by Kestrel Breeding Performance. Front Ecol Evol 2020. [DOI: 10.3389/fevo.2019.00512] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Selonen V, Remm J, Hanski IK, Henttonen H, Huitu O, Jokinen M, Korpimäki E, Mäkelä A, Sulkava R, Wistbacka R. Population fluctuations and spatial synchrony in an arboreal rodent. Oecologia 2019; 191:861-871. [PMID: 31667601 PMCID: PMC6853850 DOI: 10.1007/s00442-019-04537-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 10/17/2019] [Indexed: 11/24/2022]
Abstract
Climatic conditions, trophic links between species and dispersal may induce spatial synchrony in population fluctuations. Spatial synchrony increases the extinction risk of populations and, thus, it is important to understand how synchrony-inducing mechanisms affect populations already threatened by habitat loss and climate change. For many species, it is unclear how population fluctuations vary over time and space, and what factors potentially drive this variation. In this study, we focus on factors determining population fluctuations and spatial synchrony in the Siberian flying squirrel, Pteromys volans, using long-term monitoring data from 16 Finnish populations located 2–400 km apart. We found an indication of synchronous population dynamics on a large scale in flying squirrels. However, the synchrony was not found to be clearly related to distance between study sites because the populations seemed to be strongly affected by small-scale local factors. The regularity of population fluctuations varied over time. The fluctuations were linked to changes in winter precipitation, which has previously been linked to the reproductive success of flying squirrels. Food abundance (tree mast) and predator abundance were not related to population fluctuations in this study. We conclude that spatial synchrony was not unequivocally related to distance in flying squirrels, as has been observed in earlier studies for more abundant rodent species. Our study also emphasises the role of climate in population fluctuations and the synchrony of the species.
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Affiliation(s)
- Vesa Selonen
- Department of Biology, Section of Ecology, University of Turku, 20014, Turku, Finland.
| | - Jaanus Remm
- Department of Biology, Section of Ecology, University of Turku, 20014, Turku, Finland
- Department of Zoology, Institute of Ecology and Earth Sciences, University of Tartu, Vanemuise 46, 51014, Tartu, Estonia
| | | | - Heikki Henttonen
- Natural Resources Institute Finland, P.O. Box 2, 00791, Helsinki, Finland
| | - Otso Huitu
- Natural Resources Institute Finland, P.O. Box 2, 00791, Helsinki, Finland
| | - Maarit Jokinen
- Department of Biosciences, University of Helsinki, 00014, Helsinki, Finland
| | - Erkki Korpimäki
- Department of Biology, Section of Ecology, University of Turku, 20014, Turku, Finland
| | | | - Risto Sulkava
- University of Eastern Finland, Joensuu, Savonrannantie 12a, 79940, Vihtari, Finland
| | - Ralf Wistbacka
- Department of Biology, University of Oulu, 90014, Oulu, Finland
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Sumasgutner P, Terraube J, Coulon A, Villers A, Chakarov N, Kruckenhauser L, Korpimäki E. Landscape homogenization due to agricultural intensification disrupts the relationship between reproductive success and main prey abundance in an avian predator. Front Zool 2019; 16:31. [PMID: 31406493 PMCID: PMC6683578 DOI: 10.1186/s12983-019-0331-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 07/17/2019] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Selecting high-quality habitat and the optimal time to reproduce can increase individual fitness and is a strong evolutionary factor shaping animal populations. However, few studies have investigated the interplay between land cover heterogeneity, limitation in food resources, individual quality and spatial variation in fitness parameters. Here, we explore how individuals of different quality respond to possible mismatches between a cue for prey availability (land cover heterogeneity) and the actual fluctuating prey abundance. RESULTS We analyse timing of breeding and reproductive success in a migratory population of Eurasian kestrels (Falco tinnunculus) breeding in nest-boxes, over a full three-year abundance cycle of main prey (voles), and consider several components of individual quality, including body condition, blood parasite infection, and genetic diversity (n = 448 adults) that act on different time scales. Older individuals, and kestrel parents in higher body condition started egg-laying earlier than younger birds and those in lower body condition. Additionally, egg-laying was initiated earlier during the increase and decrease phases (2011 and 2012) than during the low phase of the vole cycle (2013). Nestling survival (ratio of eggs that fledged successfully) was higher in early nests and in heterogeneous landscapes (i.e., mosaic of different habitat types), which was evident during the increase and decrease phases of the vole cycle, but not during the low vole year. CONCLUSIONS We found a strong positive effect of landscape heterogeneity on nestling survival, but only when voles were relatively abundant, whereas a difference in the timing of breeding related to territory landscape heterogeneity was not evident. Therefore, landscape heterogeneity appeared as the main driver of high reproductive performance under favourable food conditions. Our results show that landscape homogenization linked to agricultural intensification disrupts the expected positive effect of vole abundance on reproductive success of kestrels.
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Affiliation(s)
- Petra Sumasgutner
- Department of Biology, Section of Ecology, University of Turku, Turku, Finland
- Department of Integrative Zoology, University of Vienna, Vienna, Austria
- FitzPatrick Institute of African Ornithology, DST-NRF Centre of Excellence, University of Cape Town, Cape Town, South Africa
| | - Julien Terraube
- Department of Biology, Section of Ecology, University of Turku, Turku, Finland
- Global Change and Conservation Lab. Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - Aurélie Coulon
- CEFE, CNRS, Univ Montpellier, Univ Paul Valéry Montpellier 3, Montpellier, France
- Centre d’Ecologie et des Sciences de la Conservation (CESCO), Muséum national d’Histoire naturelle, Centre National de la Recherche Scientifique, Sorbonne Université, Paris, France
| | - Alexandre Villers
- ONCFS, Unité Avifaune Migratrice, Station de Chizé, 405 route de Prissé-la-Charrière, 79360 Villiers-en-Bois, France
| | - Nayden Chakarov
- Department of Biology, Molecular Ecology and Evolution Lab, Lund University, Lund, Sweden
- Department of Animal Behaviour, Bielefeld University, Bielefeld, Germany
| | - Luise Kruckenhauser
- Museum of Natural History Vienna, Central Research Laboratories, Vienna, Austria
| | - Erkki Korpimäki
- Department of Biology, Section of Ecology, University of Turku, Turku, Finland
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Imholt C, Reil D, Plašil P, Rödiger K, Jacob J. Long-term population patterns of rodents and associated damage in German forestry. PEST MANAGEMENT SCIENCE 2017; 73:332-340. [PMID: 27233231 DOI: 10.1002/ps.4325] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 05/13/2016] [Accepted: 05/19/2016] [Indexed: 05/20/2023]
Abstract
BACKGROUND Several rodent species can damage forest trees, especially at young tree age in afforestation. Population outbreaks of field voles (Microtus agrestis L.) and bank voles (Myodes glareolus Schreber) in particular can cause losses. RESULTS Analyses of long-term time series indicate good synchrony of population abundance in rodent species associated with damage in forestry. This synchrony could be related to the effect of beech (Fagus spec.) mast in the previous year on population growth rates of both species. In shorter time series from Eastern Germany, damage in forestry was mostly associated with autumn abundances of rodents. Environmental factors such as beech mast and snow cover did not explain additional variation in rodent damage to trees. CONCLUSIONS Beech mast is a good indicator of long-term rodent abundance in Northern German afforestation areas. However, rodent damage to forestry in Central Germany did not seem to depend on environmental parameters other than rodent abundance at large scale. As a result, there is still uncertainty about the link between environmental predictors and rodent damage to forestry, and further experimental work is required to identify suitable environmental drivers and their interplay with other potential factors such as the local predator community. © 2016 Society of Chemical Industry.
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Affiliation(s)
- Christian Imholt
- Federal Research Centre for Cultivated Plants, Institute for Plant Protection in Horticulture and Forests, Vertebrate Research, Münster, Germany
| | - Daniela Reil
- Federal Research Centre for Cultivated Plants, Institute for Plant Protection in Horticulture and Forests, Vertebrate Research, Münster, Germany
| | - Pavel Plašil
- Northwest German Forest Research Institute, Göttingen, Germany
| | | | - Jens Jacob
- Federal Research Centre for Cultivated Plants, Institute for Plant Protection in Horticulture and Forests, Vertebrate Research, Münster, Germany
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Gouveia AR, Bjørnstad ON, Tkadlec E. Dissecting geographic variation in population synchrony using the common vole in central Europe as a test bed. Ecol Evol 2015; 6:212-8. [PMID: 26811786 PMCID: PMC4716503 DOI: 10.1002/ece3.1863] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Revised: 11/01/2015] [Accepted: 11/02/2015] [Indexed: 11/25/2022] Open
Abstract
Spatial synchrony of population fluctuations is ubiquitous in nature. Theoretical models suggest that correlated environmental stochasticity, dispersal, and trophic interactions are important promoters of synchrony in nature to leave characteristic signatures of distance‐dependent decays in synchrony. Recent refinements of this theory have clarified how distance‐decay curves may steepen if local dynamics are governed by different density‐dependent feedbacks and how synchrony should vary regionally if the importance and correlation of environmental stochasticity is location‐specific. We analysed spatiotemporal data for the common vole, Microtus arvalis from 49 districts in the Czech Republic to examine the pattern of population synchrony between 2000 and 2014. By extending the nonparametric covariation function, we develop a quantitative method that allows a dissection of the effects of distance and additional variables such as altitude on synchrony. To examine the pattern of local synchrony, we apply the noncentered local‐indicators of spatial association (ncLISA) which highlights areas with different degrees of synchrony than expected by the region‐wide average. Additionally, in order to understand the obtained pattern of local spatial correlations, we have regressed LISA results against the proportion of forest in each district. The common vole abundances fluctuated strongly and exhibited synchronous dynamics with the typical tendency for a decline of synchrony with increasing distance but, not with altitude. The correlation between the neighbor districts decreases as the proportion of forest increases. Forested areas are suboptimum habitats and are strongly avoided by common voles. The investigation of spatiotemporal dynamics in animal populations is a key issue in ecology. Although the majority of studies are focused on testing hypotheses about which mechanisms are involved in shaping this dynamics it is crucial to understand the sources of variation involved in order to understand the underlying processes.
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Affiliation(s)
- Ana R Gouveia
- Department of Ecology and Environmental Sciences Faculty of Science Palacky University Olomouc Šlechtitelů 27 77146 Olomouc Czech Republic
| | - Ottar N Bjørnstad
- Departement of Entomology and the Centre for Infectious Disease Dynamics the Pennsylvania State University State College Pennsylvania 16802
| | - Emil Tkadlec
- Department of Ecology and Environmental Sciences Faculty of Science Palacky University Olomouc Šlechtitelů 2777146 Olomouc Czech Republic; Institute of Vertebrate Biology Academy of Sciences of the Czech Republic Květná 8603 65 Brno Czech Republic
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Terraube J, Vasko V, Korpimäki E. Mechanisms and reproductive consequences of breeding dispersal in a specialist predator under temporally varying food conditions. OIKOS 2014. [DOI: 10.1111/oik.01974] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Julien Terraube
- Section of Ecology, Dept of Biology; Univ. of Turku; FI-20014 Turku Finland
| | - Ville Vasko
- Section of Ecology, Dept of Biology; Univ. of Turku; FI-20014 Turku Finland
| | - Erkki Korpimäki
- Section of Ecology, Dept of Biology; Univ. of Turku; FI-20014 Turku Finland
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Topping CJ, Dalkvist T, Grimm V. Post-hoc pattern-oriented testing and tuning of an existing large model: lessons from the field vole. PLoS One 2012; 7:e45872. [PMID: 23049882 PMCID: PMC3457952 DOI: 10.1371/journal.pone.0045872] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2012] [Accepted: 08/27/2012] [Indexed: 11/24/2022] Open
Abstract
Pattern-oriented modeling (POM) is a general strategy for modeling complex systems. In POM, multiple patterns observed at different scales and hierarchical levels are used to optimize model structure, to test and select sub-models of key processes, and for calibration. So far, POM has been used for developing new models and for models of low to moderate complexity. It remains unclear, though, whether the basic idea of POM to utilize multiple patterns, could also be used to test and possibly develop existing and established models of high complexity. Here, we use POM to test, calibrate, and further develop an existing agent-based model of the field vole (Microtus agrestis), which was developed and tested within the ALMaSS framework. This framework is complex because it includes a high-resolution representation of the landscape and its dynamics, of the individual’s behavior, and of the interaction between landscape and individual behavior. Results of fitting to the range of patterns chosen were generally very good, but the procedure required to achieve this was long and complicated. To obtain good correspondence between model and the real world it was often necessary to model the real world environment closely. We therefore conclude that post-hoc POM is a useful and viable way to test a highly complex simulation model, but also warn against the dangers of over-fitting to real world patterns that lack details in their explanatory driving factors. To overcome some of these obstacles we suggest the adoption of open-science and open-source approaches to ecological simulation modeling.
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Dalkvist T, Sibly RM, Topping CJ. How predation and landscape fragmentation affect vole population dynamics. PLoS One 2011; 6:e22834. [PMID: 21829528 PMCID: PMC3146495 DOI: 10.1371/journal.pone.0022834] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2011] [Accepted: 07/01/2011] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Microtine species in Fennoscandia display a distinct north-south gradient from regular cycles to stable populations. The gradient has often been attributed to changes in the interactions between microtines and their predators. Although the spatial structure of the environment is known to influence predator-prey dynamics of a wide range of species, it has scarcely been considered in relation to the Fennoscandian gradient. Furthermore, the length of microtine breeding season also displays a north-south gradient. However, little consideration has been given to its role in shaping or generating population cycles. Because these factors covary along the gradient it is difficult to distinguish their effects experimentally in the field. The distinction is here attempted using realistic agent-based modelling. METHODOLOGY/PRINCIPAL FINDINGS By using a spatially explicit computer simulation model based on behavioural and ecological data from the field vole (Microtus agrestis), we generated a number of repeated time series of vole densities whose mean population size and amplitude were measured. Subsequently, these time series were subjected to statistical autoregressive modelling, to investigate the effects on vole population dynamics of making predators more specialised, of altering the breeding season, and increasing the level of habitat fragmentation. We found that fragmentation as well as the presence of specialist predators are necessary for the occurrence of population cycles. Habitat fragmentation and predator assembly jointly determined cycle length and amplitude. Length of vole breeding season had little impact on the oscillations. SIGNIFICANCE There is good agreement between our results and the experimental work from Fennoscandia, but our results allow distinction of causation that is hard to unravel in field experiments. We hope our results will help understand the reasons for cycle gradients observed in other areas. Our results clearly demonstrate the importance of landscape fragmentation for population cycling and we recommend that the degree of fragmentation be more fully considered in future analyses of vole dynamics.
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Affiliation(s)
- Trine Dalkvist
- Centre for Integrated Population Ecology, Roskilde University, Roskilde, Denmark.
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Sequential polyandry by brood desertion increases female fitness in a bird with obligatory bi-parental care. Behav Ecol Sociobiol 2010. [DOI: 10.1007/s00265-010-1118-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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12
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Terraube J, Arroyo B, Madders M, Mougeot F. Diet specialisation and foraging efficiency under fluctuating vole abundance: a comparison between generalist and specialist avian predators. OIKOS 2010. [DOI: 10.1111/j.1600-0706.2010.18554.x] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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The impact of climate and cyclic food abundance on the timing of breeding and brood size in four boreal owl species. Oecologia 2010; 165:349-55. [PMID: 20665047 DOI: 10.1007/s00442-010-1730-1] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2009] [Accepted: 07/07/2010] [Indexed: 10/19/2022]
Abstract
The ongoing climate change has improved our understanding of how climate affects the reproduction of animals. However, the interaction between food availability and climate on breeding has rarely been examined. While it has been shown that breeding of boreal birds of prey is first and foremost determined by prey abundance, little information exists on how climatic conditions influence this relationship. We studied the joint effects of main prey abundance and ambient weather on timing of breeding and reproductive success of two smaller (pygmy owl Glaucidium passerinum and Tengmalm's owl Aegolius funereus) and two larger (tawny owl Strix aluco and Ural owl Strix uralensis) avian predator species using long-term nation-wide datasets during 1973-2004. We found no temporal trend either in vole abundance or in hatching date and brood size of any studied owl species. In the larger species, increasing late winter or early spring temperature advanced breeding at least as much as did high autumn abundance of prey (voles). Furthermore, increasing snow depth delayed breeding of the largest species (Ural owl), presumably by reducing the availability of voles. Brood size was strongly determined by spring vole abundance in all four owl species. These results show that climate directly affects the breeding performance of vole-eating boreal avian predators much more than previously thought. According to earlier studies, small-sized species should advance their breeding more than larger species in response to increasing temperature. However, we found an opposite pattern, with larger species being more sensitive to temperature. We argue that this pattern is caused by a difference in the breeding tactics of larger mostly capital breeding and smaller mostly income breeding owl species.
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Patterson JEH, Malcolm JR. Landscape structure and local habitat characteristics as correlates ofGlaucomys sabrinusandTamiasciurus hudsonicusoccurrence. J Mammal 2010. [DOI: 10.1644/09-mamm-a-118.1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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MORTELLITI A, AMORI G, CAPIZZI D, RONDININI C, BOITANI L. Experimental design and taxonomic scope of fragmentation studies on European mammals: current status and future priorities. Mamm Rev 2010. [DOI: 10.1111/j.1365-2907.2009.00157.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Lehikoinen A, Byholm P, Ranta E, Saurola P, Valkama J, Korpimäki E, Pietiäinen H, Henttonen H. Reproduction of the common buzzard at its northern range margin under climatic change. OIKOS 2009. [DOI: 10.1111/j.1600-0706.2008.17440.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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