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Pacheco C, Rio-Maior H, Nakamura M, Álvares F, Godinho R. Relatedness-based mate choice and female philopatry: inbreeding trends of wolf packs in a human-dominated landscape. Heredity (Edinb) 2024; 132:211-220. [PMID: 38472424 PMCID: PMC10997798 DOI: 10.1038/s41437-024-00676-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 02/14/2024] [Accepted: 02/14/2024] [Indexed: 03/14/2024] Open
Abstract
Inbreeding can reduce offspring fitness and has substantial implications for the genetic diversity and long-term viability of populations. In social cooperative canids, inbreeding is conditioned by the geographic proximity between opposite-sex kin outside natal groups and the presence of related individuals in neighbouring groups. Consequently, challenges in moving into other regions where the species is present can also affect inbreeding rates. These can be particularly problematic in areas of high human density, where movement can be restricted, even for highly vagile species. In this study, we investigate the socio-ecological dynamics of Iberian wolf packs in the human-dominated landscape of Alto Minho, in northwest Portugal, where wolves exhibit a high prevalence of short-distance dispersal and limited gene flow with neighbouring regions. We hypothesise that mating occurs regardless of relatedness, resulting in recurrent inbreeding due to high kin encounter rates. Using data from a 10-year non-invasive genetic monitoring programme and a combination of relatedness estimates and genealogical reconstructions, we describe genetic diversity, mate choice, and dispersal strategies among Alto Minho packs. In contrast with expectations, our findings reveal relatedness-based mate choice, low kin encounter rates, and a reduced number of inbreeding events. We observed a high prevalence of philopatry, particularly among female breeders, with the most common breeding strategy involving the pairing of a philopatric female with an unrelated immigrant male. Overall, wolves were not inbred, and temporal changes in genetic diversity were not significant. Our findings are discussed, considering the demographic trend of wolves in Alto Minho and its human-dominated landscape.
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Affiliation(s)
- Carolina Pacheco
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal.
- Department of Biology, Faculty of Sciences, University of Porto, Porto, Portugal.
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal.
| | - Helena Rio-Maior
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal
| | - Mónia Nakamura
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal
- Department of Biology, Faculty of Sciences, University of Porto, Porto, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal
| | - Francisco Álvares
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal
| | - Raquel Godinho
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal.
- Department of Biology, Faculty of Sciences, University of Porto, Porto, Portugal.
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal.
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2
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Smith CCR, Patterson G, Ralph PL, Kern AD. Estimation of spatial demographic maps from polymorphism data using a neural network. bioRxiv 2024:2024.03.15.585300. [PMID: 38559192 PMCID: PMC10980082 DOI: 10.1101/2024.03.15.585300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
A fundamental goal in population genetics is to understand how variation is arrayed over natural landscapes. From first principles we know that common features such as heterogeneous population densities and source sink dynamics of dispersal should shape genetic variation over space, however there are few tools currently available that can deal with these ubiquitous complexities. Geographically referenced single nucleotide polymorphism (SNP) data are increasingly accessible, presenting an opportunity to study genetic variation across geographic space in myriad species. We present a new inference method that uses geo-referenced SNPs and a deep neural network to estimate spatially heterogeneous maps of population density and dispersal rate. Our neural network trains on simulated input and output pairings, where the input consists of genotypes and sampling locations generated from a continuous space population genetic simulator, and the output is a map of the true demographic parameters. We benchmark our tool against existing methods and discuss qualitative differences between the different approaches; in particular, our program is unique because it infers the magnitude of both dispersal and density as well as their variation over the landscape, and it does so using SNP data. Similar methods are constrained to estimating relative migration rates, or require identity by descent blocks as input. We applied our tool to empirical data from North American grey wolves, for which it estimated mostly reasonable demographic parameters, but was affected by incomplete spatial sampling. Genetic based methods like ours complement other, direct methods for estimating past and present demography, and we believe will serve as valuable tools for applications in conservation, ecology, and evolutionary biology. An open source software package implementing our method is available from https://github.com/kr-colab/mapNN.
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Affiliation(s)
- Chris C. R. Smith
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR 97403, USA
| | - Gilia Patterson
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR 97403, USA
| | - Peter L. Ralph
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR 97403, USA
| | - Andrew D. Kern
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR 97403, USA
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3
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Roffler GH, Pilgrim KL, Williams BC. Patterns of Wolf Dispersal Respond to Harvest Density across an Island Complex. Animals (Basel) 2024; 14:622. [PMID: 38396590 PMCID: PMC10885989 DOI: 10.3390/ani14040622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 01/23/2024] [Accepted: 02/04/2024] [Indexed: 02/25/2024] Open
Abstract
Wolves are highly mobile predators and can disperse across a variety of habitats and over long distances. However, less is known about dispersal capabilities across water and among islands. The biogeography of island systems fosters spatially structured local populations, and their degree of connectivity may influence the dynamics and long-term viability of the regional population. We sought to quantify wolf dispersal rate, distance, and dispersal sex bias throughout Prince of Wales Island, a 6670 km2 island in southeast Alaska, and the surrounding islands that constitute the wildlife management unit (9025 km2). We also investigated patterns of dispersal in relation to hunting and trapping intensity and wolf population density. We used DNA data collected during 2012-2021 long-term monitoring efforts and genotyped 811 wolves, 144 of which (18%) were dispersers. Annual dispersal rates were 9-23% and had a weakly positive relationship with wolf density. Wolves dispersed 41.9 km on average (SD = 23.7 km), and males and females did not disperse at different rates. Of the dispersing wolves, 107 died, and the majority (n = 81) died before they were able to settle. The leading manner of death was trapping (97% of mortalities), and wolves tended to disperse from areas with low harvest density to areas where harvest density was relatively higher. Dispersal occurred both to and from small islands and the larger Prince of Wales Island, indicating bidirectional as opposed to asymmetrical movement, and the genetic overlap of wolf groups demonstrates connectivity throughout this naturally patchy system. Island ecosystems have different predator-prey dynamics and recolonization processes than large, intact systems due to their isolation and restricted sizes; thus, a better understanding of the degree of population connectivity including dispersal patterns among islands in the Prince of Wales archipelago could help inform the management and research strategies of these wolves.
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Affiliation(s)
- Gretchen H. Roffler
- Alaska Department of Fish and Game, Division of Wildlife Conservation, Douglas, AK 99824, USA
| | - Kristine L. Pilgrim
- National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, USDA Forest Service, Missoula, MT 59802, USA;
| | - Benjamin C. Williams
- Auke Bay Laboratories, Alaska Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Juneau, AK 99801, USA;
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4
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van den Bosch M, Kellner KF, Gantchoff MG, Patterson BR, Barber-Meyer SM, Beyer DE, Erb JD, Isaac EJ, MacFarland DM, Moore SA, Norton DC, Petroelje TR, Price Tack JL, Roell BJ, Schrage M, Belant JL. Habitat selection of resident and non-resident gray wolves: implications for habitat connectivity. Sci Rep 2023; 13:20415. [PMID: 37990118 PMCID: PMC10663587 DOI: 10.1038/s41598-023-47815-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 11/18/2023] [Indexed: 11/23/2023] Open
Abstract
Habitat selection studies facilitate assessing and predicting species distributions and habitat connectivity, but habitat selection can vary temporally and among individuals, which is often ignored. We used GPS telemetry data from 96 Gray wolves (Canis lupus) in the western Great Lakes region of the USA to assess differences in habitat selection while wolves exhibited resident (territorial) or non-resident (dispersing or floating) movements and discuss implications for habitat connectivity. We used a step-selection function (SSF) to assess habitat selection by wolves exhibiting resident or non-resident movements, and modeled circuit connectivity throughout the western Great Lakes region. Wolves selected for natural land cover and against areas with high road densities, with no differences in selection among wolves when resident, dispersing, or floating. Similar habitat selection between resident and non-resident wolves may be due to similarity in environmental conditions, when non-resident movements occur largely within established wolf range rather than near the periphery or beyond the species range. Alternatively, non-resident wolves may travel through occupied territories because higher food availability or lower human disturbance outweighs risks posed by conspecifics. Finally, an absence of differences in habitat selection between resident and non-resident wolf movements may be due to other unknown reasons. We recommend considering context-dependency when evaluating differences in movements and habitat use between resident and non-resident individuals. Our results also provide independent validation of a previous species distribution model and connectivity analysis suggesting most potential wolf habitat in the western Great Lakes region is occupied, with limited connectivity to unoccupied habitat.
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Affiliation(s)
- M van den Bosch
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI, USA.
| | - K F Kellner
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI, USA
| | - M G Gantchoff
- Department of Biology, University of Dayton, Dayton, OH, USA
| | - B R Patterson
- Ontario Ministry of Natural Resources, Wildlife Research and Development Section, Trent University, Peterborough, ON, Canada
| | | | - D E Beyer
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI, USA
| | - J D Erb
- Minnesota Department of Natural Resources, Forest Wildlife Populations and Research Group, Grand Rapids, MN, USA
| | - E J Isaac
- Grand Portage Band of Lake Superior Chippewa, Biology and Environment, Grand Portage, MN, USA
| | - D M MacFarland
- Wisconsin Department of Natural Resources, Office of Applied Science, Rhinelander, WI, USA
| | - S A Moore
- Grand Portage Band of Lake Superior Chippewa, Biology and Environment, Grand Portage, MN, USA
| | - D C Norton
- Wildlife Division, Michigan Department of Natural Resources, Marquette, MI, USA
| | - T R Petroelje
- Wildlife Division, Michigan Department of Natural Resources, Marquette, MI, USA
| | - J L Price Tack
- Wisconsin Department of Natural Resources, Office of Applied Science, Rhinelander, WI, USA
| | - B J Roell
- Wildlife Division, Michigan Department of Natural Resources, Marquette, MI, USA
| | - M Schrage
- Fond du Lac Resource Management Division, Cloquet, MN, USA
| | - J L Belant
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI, USA
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5
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Smith CCR, Tittes S, Ralph PL, Kern AD. Dispersal inference from population genetic variation using a convolutional neural network. Genetics 2023; 224:iyad068. [PMID: 37052957 PMCID: PMC10213498 DOI: 10.1093/genetics/iyad068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 02/08/2023] [Accepted: 04/07/2023] [Indexed: 04/14/2023] Open
Abstract
The geographic nature of biological dispersal shapes patterns of genetic variation over landscapes, making it possible to infer properties of dispersal from genetic variation data. Here, we present an inference tool that uses geographically distributed genotype data in combination with a convolutional neural network to estimate a critical population parameter: the mean per-generation dispersal distance. Using extensive simulation, we show that our deep learning approach is competitive with or outperforms state-of-the-art methods, particularly at small sample sizes. In addition, we evaluate varying nuisance parameters during training-including population density, demographic history, habitat size, and sampling area-and show that this strategy is effective for estimating dispersal distance when other model parameters are unknown. Whereas competing methods depend on information about local population density or accurate inference of identity-by-descent tracts, our method uses only single-nucleotide-polymorphism data and the spatial scale of sampling as input. Strikingly, and unlike other methods, our method does not use the geographic coordinates of the genotyped individuals. These features make our method, which we call "disperseNN," a potentially valuable new tool for estimating dispersal distance in nonmodel systems with whole genome data or reduced representation data. We apply disperseNN to 12 different species with publicly available data, yielding reasonable estimates for most species. Importantly, our method estimated consistently larger dispersal distances than mark-recapture calculations in the same species, which may be due to the limited geographic sampling area covered by some mark-recapture studies. Thus genetic tools like ours complement direct methods for improving our understanding of dispersal.
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Affiliation(s)
- Chris C R Smith
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR 97403, USA
| | - Silas Tittes
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR 97403, USA
| | - Peter L Ralph
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR 97403, USA
| | - Andrew D Kern
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR 97403, USA
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6
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Torretta E, Corradini A, Pedrotti L, Bani L, Bisi F, Dondina O. Hide-and-Seek in a Highly Human-Dominated Landscape: Insights into Movement Patterns and Selection of Resting Sites of Rehabilitated Wolves ( Canis lupus) in Northern Italy. Animals (Basel) 2022; 13:ani13010046. [PMID: 36611657 PMCID: PMC9817923 DOI: 10.3390/ani13010046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 11/18/2022] [Accepted: 12/19/2022] [Indexed: 12/25/2022] Open
Abstract
Assessing the behavioural responses of floating wolves to human presence is crucial for investigating the chance of wolf populations expanding into urbanised landscapes. We studied the movement ecology of three rehabilitated wolves in a highly human-dominated landscape (Po Plain, Italy) to explore wolf's plasticity amid widespread human pressure. To reach this aim, we estimated individual 95% utilisation distributions (UD) after the release and inspected both 95% UDs and net squared displacements to identify individual movement patterns; tested for differences in movement patterns during day and night; and analysed the selection of resting sites during dispersal movement in a highly human-altered environment. Both the 95% UDs and step lengths were smaller for wolves settling in suitable areas than for those settling in more urbanised areas. All wolves exhibited strong temporal segregation with humans during all movement phases, particularly while dispersing across highly urbanised areas. Main roads and proximity to built-up areas were shown to limit wolves' dispersal, whereas small-wooded patches that provide shelter during rest facilitated long-distance movements. This study provides important insights into wolf movement and settling in urban and peri-urban areas, providing critical knowledge to promote human-carnivore coexistence.
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Affiliation(s)
- Elisa Torretta
- Department of Earth and Environmental Sciences, University of Pavia, Via Ferrata 1, 27100 Pavia, Italy
| | - Andrea Corradini
- Animal Ecology Unit, Research and Innovation Centre, Fondazione Edmund Mach, Via Edmund Mach, 1, 38098 San Michele all’Adige, Italy
| | | | - Luciano Bani
- Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milan, Italy
| | - Francesco Bisi
- Environment Analysis and Management Unit, Guido Tosi Research Group, Department of Theoretical and Applied Sciences, Insubria University, Via J. H. Dunant, 3-I, 21100 Varese, Italy
| | - Olivia Dondina
- Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milan, Italy
- Correspondence:
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7
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Sells SN, Podruzny KM, Nowak JJ, Smucker TD, Parks TW, Boyd DK, Nelson AA, Lance NJ, Inman RM, Gude JA, Bassing SB, Loonam KE, Mitchell MS. Integrating basic and applied research to estimate carnivore abundance. Ecol Appl 2022; 32:e2714. [PMID: 36184581 DOI: 10.1002/eap.2714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 06/07/2022] [Accepted: 06/16/2022] [Indexed: 06/16/2023]
Abstract
A clear connection between basic research and applied management is often missing or difficult to discern. We present a case study of integration of basic research with applied management for estimating abundance of gray wolves (Canis lupus) in Montana, USA. Estimating wolf abundance is a key component of wolf management but is costly and time intensive as wolf populations continue to grow. We developed a multimodel approach using an occupancy model, mechanistic territory model, and empirical group size model to improve abundance estimates while reducing monitoring effort. Whereas field-based wolf counts generally rely on costly, difficult-to-collect monitoring data, especially for larger areas or population sizes, our approach efficiently uses readily available wolf observation data and introduces models focused on biological mechanisms underlying territorial and social behavior. In a three-part process, the occupancy model first estimates the extent of wolf distribution in Montana, based on environmental covariates and wolf observations. The spatially explicit mechanistic territory model predicts territory sizes using simple behavioral rules and data on prey resources, terrain ruggedness, and human density. Together, these models predict the number of packs. An empirical pack size model based on 14 years of data demonstrates that pack sizes are positively related to local densities of packs, and negatively related to terrain ruggedness, local mortalities, and intensity of harvest management. Total abundance estimates for given areas are derived by combining estimated numbers of packs and pack sizes. We estimated the Montana wolf population to be smallest in the first year of our study, with 91 packs and 654 wolves in 2007, followed by a population peak in 2011 with 1252 wolves. The population declined ~6% thereafter, coincident with implementation of legal harvest in Montana. Recent numbers have largely stabilized at an average of 191 packs and 1141 wolves from 2016 to 2020. This new approach accounts for biologically based, spatially explicit predictions of behavior to provide more accurate estimates of carnivore abundance at finer spatial scales. By integrating basic and applied research, our approach can therefore better inform decision-making and meet management needs.
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Affiliation(s)
- Sarah N Sells
- Wildlife Biology Program, University of Montana, Missoula, Montana, USA
| | | | | | - Ty D Smucker
- Montana Fish, Wildlife and Parks, Great Falls, Montana, USA
| | - Tyler W Parks
- Montana Fish, Wildlife and Parks, Missoula, Montana, USA
| | - Diane K Boyd
- Montana Fish, Wildlife and Parks, Kalispell, Montana, USA
| | | | | | | | - Justin A Gude
- Montana Fish, Wildlife and Parks, Helena, Montana, USA
| | - Sarah B Bassing
- School of Environmental and Forest Sciences, University of Washington, Seattle, Washington, USA
| | - Kenneth E Loonam
- Department of Fish and Wildlife, Oregon State University, Corvallis, Oregon, USA
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8
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Meyer CJ, Cassidy KA, Stahler EE, Brandell EE, Anton CB, Stahler DR, Smith DW. Parasitic infection increases risk-taking in a social, intermediate host carnivore. Commun Biol 2022; 5:1180. [PMID: 36424436 PMCID: PMC9691632 DOI: 10.1038/s42003-022-04122-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 10/17/2022] [Indexed: 11/26/2022] Open
Abstract
Toxoplasma gondii is a protozoan parasite capable of infecting any warm-blooded species and can increase risk-taking in intermediate hosts. Despite extensive laboratory research on the effects of T. gondii infection on behaviour, little is understood about the effects of toxoplasmosis on wild intermediate host behavior. Yellowstone National Park, Wyoming, USA, has a diverse carnivore community including gray wolves (Canis lupus) and cougars (Puma concolor), intermediate and definitive hosts of T. gondii, respectively. Here, we used 26 years of wolf behavioural, spatial, and serological data to show that wolf territory overlap with areas of high cougar density was an important predictor of infection. In addition, seropositive wolves were more likely to make high-risk decisions such as dispersing and becoming a pack leader, both factors critical to individual fitness and wolf vital rates. Due to the social hierarchy within a wolf pack, we hypothesize that the behavioural effects of toxoplasmosis may create a feedback loop that increases spatial overlap and disease transmission between wolves and cougars. These findings demonstrate that parasites have important implications for intermediate hosts, beyond acute infections, through behavioural impacts. Particularly in a social species, these impacts can surge beyond individuals to affect groups, populations, and even ecosystem processes.
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Affiliation(s)
- Connor J. Meyer
- grid.454846.f0000 0001 2331 3972Yellowstone Wolf Project, Yellowstone Center for Resources, P.O. Box 168, Yellowstone National Park, WY 82190 USA ,grid.253613.00000 0001 2192 5772Wildlife Biology Program, Department of Ecosystem and Conservation Sciences, W. A. Franke College of Forestry and Conservation, University of Montana, Missoula, MT 59812 USA
| | - Kira A. Cassidy
- grid.454846.f0000 0001 2331 3972Yellowstone Wolf Project, Yellowstone Center for Resources, P.O. Box 168, Yellowstone National Park, WY 82190 USA
| | - Erin E. Stahler
- grid.454846.f0000 0001 2331 3972Yellowstone Wolf Project, Yellowstone Center for Resources, P.O. Box 168, Yellowstone National Park, WY 82190 USA
| | - Ellen E. Brandell
- grid.454846.f0000 0001 2331 3972Yellowstone Wolf Project, Yellowstone Center for Resources, P.O. Box 168, Yellowstone National Park, WY 82190 USA
| | - Colby B. Anton
- grid.454846.f0000 0001 2331 3972Yellowstone Wolf Project, Yellowstone Center for Resources, P.O. Box 168, Yellowstone National Park, WY 82190 USA
| | - Daniel R. Stahler
- grid.454846.f0000 0001 2331 3972Yellowstone Wolf Project, Yellowstone Center for Resources, P.O. Box 168, Yellowstone National Park, WY 82190 USA
| | - Douglas W. Smith
- grid.454846.f0000 0001 2331 3972Yellowstone Wolf Project, Yellowstone Center for Resources, P.O. Box 168, Yellowstone National Park, WY 82190 USA
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9
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Cubaynes S, Brandell EE, Stahler DR, Smith DW, Almberg ES, Schindler S, Wayne RK, Dobson AP, vonHoldt BM, MacNulty DR, Cross PC, Hudson PJ, Coulson T. Disease outbreaks select for mate choice and coat color in wolves. Science 2022; 378:300-303. [PMID: 36264784 DOI: 10.1126/science.abi8745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
We know much about pathogen evolution and the emergence of new disease strains, but less about host resistance and how it is signaled to other individuals and subsequently maintained. The cline in frequency of black-coated wolves (Canis lupus) across North America is hypothesized to result from a relationship with canine distemper virus (CDV) outbreaks. We tested this hypothesis using cross-sectional data from wolf populations across North America that vary in the prevalence of CDV and the allele that makes coats black, longitudinal data from Yellowstone National Park, and modeling. We found that the frequency of CDV outbreaks generates fluctuating selection that results in heterozygote advantage that in turn affects the frequency of the black allele, optimal mating behavior, and black wolf cline across the continent.
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Affiliation(s)
- Sarah Cubaynes
- CEFE, University of Montpellier, CNRS, EPHE-PSL University, IRD, 34090 Montpellier, France
| | - Ellen E Brandell
- Center for Infectious Disease Dynamics, Department of Biology, Pennsylvania State University, State College, PA 16802, USA
| | - Daniel R Stahler
- Yellowstone Center for Resources, Yellowstone National Park, WY 82190, USA
| | - Douglas W Smith
- Yellowstone Center for Resources, Yellowstone National Park, WY 82190, USA
| | - Emily S Almberg
- Wildlife Division, Montana Fish Wildlife & Park, Bozeman, MT 59718, USA
| | - Susanne Schindler
- School of Biological Sciences, University of Bristol, Bristol BS8 1QU, UK
| | - Robert K Wayne
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Andrew P Dobson
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA.,Santa Fe Institute, Santa Fe, NM 87501, USA
| | - Bridgett M vonHoldt
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Daniel R MacNulty
- Department of Wildland Resources and Ecology Center, Utah State University, Logan, UT 84322, USA
| | - Paul C Cross
- US Geological Survey, Northern Rocky Mountain Science Center, Bozeman, MT 59715, USA
| | - Peter J Hudson
- Center for Infectious Disease Dynamics, Department of Biology, Pennsylvania State University, State College, PA 16802, USA
| | - Tim Coulson
- Department of Biology, University of Oxford, Oxford OX1 3SZ, UK
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10
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Ausband DE. Offspring sex ratios are male-biased reflecting sex-biased dispersal in Idaho, USA, wolves. Behav Ecol Sociobiol 2022; 76. [DOI: 10.1007/s00265-022-03243-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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11
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Marucco F, Pilgrim KL, Avanzinelli E, Schwartz MK, Rossi L. Wolf Dispersal Patterns in the Italian Alps and Implications for Wildlife Diseases Spreading. Animals (Basel) 2022; 12:1260. [PMID: 35625106 PMCID: PMC9137635 DOI: 10.3390/ani12101260] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/10/2022] [Accepted: 05/10/2022] [Indexed: 11/18/2022] Open
Abstract
Simple Summary Wildlife dispersal directly influences population expansion patterns, and may have indirect effects on the spread of wildlife diseases. For many species, little is known about dispersal, despite its importance to conservation. We documented the natural dispersal processes of an expanding wolf (Canis lupus) population in the Italian Alps to understand the dynamics of the recolonization pattern and identify diseases that might be connected with the process through the use of non-invasive genetic sampling over a 20-year period. By documenting 55 dispersal events, with an average minimum straight dispersal distance of 65.8 km (±67.7 km), from 7.7 km to 517.2 km, we discussed the potential implications for maintaining genetic diversity of the population and for wildlife diseases spreading. Abstract Wildlife dispersal directly influences population expansion patterns, and may have indirect effects on the spread of wildlife diseases. Despite its importance to conservation, little is known about dispersal for several species. Dispersal processes in expanding wolf (Canis lupus) populations in Europe is not well documented. Documenting the natural dispersal pattern of the expanding wolf population in the Alps might help understanding the overall population dynamics and identifying diseases that might be connected with the process. We documented 55 natural dispersal events of the expanding Italian wolf alpine population over a 20-year period through the use of non-invasive genetic sampling. We examined a 16-locus microsatellite DNA dataset of 2857 wolf samples mainly collected in the Western Alps. From this, we identified 915 individuals, recaptured 387 (42.3%) of individuals, documenting 55 dispersal events. On average, the minimum straight dispersal distance was 65.8 km (±67.7 km), from 7.7 km to 517.2 km. We discussed the potential implications for maintaining genetic diversity of the population and for wildlife diseases spreading.
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Sells SN, Mitchell MS, Podruzny KM, Ausband DE, Emlen DJ, Gude JA, Smucker TD, Boyd DK, Loonam KE. Competition, prey, and mortalities influence gray wolf group size. J Wildl Manage 2022. [DOI: 10.1002/jwmg.22193] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Sarah N. Sells
- Montana Cooperative Wildlife Research Unit, Wildlife Biology Program, 205 Natural Sciences Building University of Montana, Missoula Montana 59812 USA
| | - Michael S. Mitchell
- U.S. Geological Survey, Montana Cooperative Wildlife Research Unit, Wildlife Biology Program, 205 Natural Sciences Building University of Montana Missoula Montana 59812 USA
| | | | - David E. Ausband
- U.S. Geological Survey, Idaho Cooperative Fish and Wildlife Research Unit, 875 Perimeter Drive MS 1141 University of Idaho Moscow Idaho 83844 USA
| | - Douglas J. Emlen
- Division of Biological Sciences University of Montana Missoula Montana 59812
| | - Justin A. Gude
- Montana Fish, Wildlife and Parks 1420 E. 6th St. Helena MT 59620
| | - Ty D. Smucker
- Montana Fish, Wildlife and Parks 4600 Giant Springs Road Great Falls MT 59405
| | - Diane K. Boyd
- Montana Fish, Wildlife and Parks 490 North Meridian Road Kalispell MT 59901
| | - Kenneth E. Loonam
- Montana Cooperative Wildlife Research Unit, Wildlife Biology Program, 205 Natural Sciences Building University of Montana, Missoula Montana 59812 USA
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Abstract
The genetic composition of an individual can markedly affect its survival, reproduction, and ultimately fitness. As some wildlife populations become smaller, conserving genetic diversity will be a conservation challenge. Many imperiled species are already supported through population augmentation efforts and we often do not know if or how genetic diversity is maintained in translocated species. As a case study for understanding the maintenance of genetic diversity in augmented populations, I wanted to know if genetic diversity (i.e., observed heterozygosity) remained high in a population of gray wolves in the Rocky Mountains of the U.S. > 20 years after reintroduction. Additionally, I wanted to know if a potential mechanism for such diversity was individuals with below average genetic diversity choosing mates with above average diversity. I also asked whether there was a preference for mating with unrelated individuals. Finally, I hypothesized that mated pairs with above average heterozygosity would have increased survival of young. Ultimately, I found that females with below average heterozygosity did not choose mates with above average heterozygosity and wolves chose mates randomly with respect to genetic relatedness. Pup survival was not higher for mated pairs with above average heterozygosity in my models. The dominant variables predicting pup survival were harvest rate during their first year of life and years pairs were mated. Ultimately, genetic diversity was relatively unchanged > 20 years after reintroduction. The mechanism for maintaining such diversity does not appear related to individuals preferentially choosing more genetically diverse mates. Inbreeding avoidance, however, appears to be at least one mechanism maintaining genetic diversity in this population.
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Affiliation(s)
- David E Ausband
- U.S. Geological Survey, Idaho Cooperative Fish and Wildlife Research Unit, University of Idaho, 875 Perimeter Drive, MS 1141, Moscow, ID, 83844, USA.
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Affiliation(s)
- David E. Ausband
- U.S. Geological Survey Idaho Cooperative Fish and Wildlife Research Unit University of Idaho Moscow Idaho USA
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Morales-González A, Fernández-Gil A, Quevedo M, Revilla E. Patterns and determinants of dispersal in grey wolves (Canis lupus). Biol Rev Camb Philos Soc 2021; 97:466-480. [PMID: 34664396 DOI: 10.1111/brv.12807] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 10/07/2021] [Accepted: 10/08/2021] [Indexed: 12/24/2022]
Abstract
Dispersal is a key demographic process involving three stages: emigration, transience and settlement; each of which is influenced by individual, social and environmental determinants. An integrated understanding of species dispersal is essential for demographic modelling and conservation planning. Here, we review the dispersal patterns and determinants documented in the scientific literature for the grey wolf (Canis lupus) across its distribution range. We showed a surprisingly high variability within and among study areas on all dispersal parameters - dispersal rate, direction, distance, duration and success. We found that such large variability is due to multiple individual, social and environmental determinants, but also due to previously overlooked methodological research issues. We revealed a potential non-linear relationship between dispersal rate and population density, with dispersal rate higher at both ends of the gradient of population density. We found that human-caused mortality reduces distance, duration and success of dispersal events. Furthermore, dispersers avoid interaction with humans, and highly exposed areas like agricultural lands hamper population connectivity in many cases. We identified numerous methodological research problems that make it difficult to obtain robust estimates of dispersal parameters and robust inferences on dispersal patterns and their determinants. In particular, analyses where confounding factors were not accounted for led to substantial knowledge gaps on all aspects of dispersal in an otherwise much-studied species. Our understanding of wolf biology and management would significantly benefit if wolf dispersal studies reported the results and possible factors affecting wolf dispersal more transparently.
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Affiliation(s)
- Ana Morales-González
- Department of Conservation Biology, Estación Biológica de Doñana (EBD-CSIC), Avd. Americo Vespucio 26, Sevilla, 41092, Spain
| | - Alberto Fernández-Gil
- Department of Conservation Biology, Estación Biológica de Doñana (EBD-CSIC), Avd. Americo Vespucio 26, Sevilla, 41092, Spain
| | - Mario Quevedo
- Department of Organisms and Systems Biology, and Research Institute of Biodiversity (IMIB, UO-CSIC-PA), Oviedo University, Oviedo, Spain
| | - Eloy Revilla
- Department of Conservation Biology, Estación Biológica de Doñana (EBD-CSIC), Avd. Americo Vespucio 26, Sevilla, 41092, Spain
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Santostasi NL, Gimenez O, Caniglia R, Fabbri E, Molinari L, Reggioni W, Ciucci P. Estimating Admixture at the Population Scale: Taking Imperfect Detectability and Uncertainty in Hybrid Classification Seriously. J Wildl Manage 2021. [DOI: 10.1002/jwmg.22038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Nina L. Santostasi
- Department of Biology and Biotechnologies “Charles Darwin” University of Rome La Sapienza Rome Italy
| | - Olivier Gimenez
- CEFE, CNRS University of Montpellier, University Paul Valéry Montpellier 3, EPHE, IRD Montpellier France
| | - Romolo Caniglia
- Italian Institute for Environmental Protection and Research (ISPRA), Unit for Conservation Genetics (BIO–CGE), Ozzano dell'Emilia Italy
| | - Elena Fabbri
- Italian Institute for Environmental Protection and Research (ISPRA), Unit for Conservation Genetics (BIO–CGE), Ozzano dell'Emilia Italy
| | - Luigi Molinari
- Wolf Apennine Center, Appennino Tosco‐Emiliano National Park, Ligonchio Italy
| | - Willy Reggioni
- Wolf Apennine Center, Appennino Tosco‐Emiliano National Park, Ligonchio Italy
| | - Paolo Ciucci
- CEFE, CNRS University of Montpellier, University Paul Valéry Montpellier 3, EPHE, IRD Montpellier France
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Jarausch A, Harms V, Kluth G, Reinhardt I, Nowak C. How the west was won: genetic reconstruction of rapid wolf recolonization into Germany's anthropogenic landscapes. Heredity (Edinb) 2021; 127:92-106. [PMID: 33846578 DOI: 10.1038/s41437-021-00429-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 03/14/2021] [Accepted: 03/16/2021] [Indexed: 02/02/2023] Open
Abstract
Following massive persecution and eradication, strict legal protection facilitated a successful reestablishment of wolf packs in Germany, which has been ongoing since 2000. Here, we describe this recolonization process by mitochondrial DNA control-region sequencing, microsatellite genotyping and sex identification based on 1341 mostly non-invasively collected samples. We reconstructed the genealogy of German wolf packs between 2005 and 2015 to provide information on trends in genetic diversity, dispersal patterns and pack dynamics during the early expansion process. Our results indicate signs of a founder effect at the start of the recolonization. Genetic diversity in German wolves is moderate compared to other European wolf populations. Although dispersal among packs is male-biased in the sense that females are more philopatric, dispersal distances are similar between males and females once only dispersers are accounted for. Breeding with close relatives is regular and none of the six male wolves originating from the Italian/Alpine population reproduced. However, moderate genetic diversity and inbreeding levels of the recolonizing population are preserved by high sociality, dispersal among packs and several immigration events. Our results demonstrate an ongoing, rapid and natural wolf population expansion in an intensively used cultural landscape in Central Europe.
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Sells SN, Mitchell MS, Podruzny KM, Gude JA, Keever AC, Boyd DK, Smucker TD, Nelson AA, Parks TW, Lance NJ, Ross MS, Inman RM. Evidence of economical territory selection in a cooperative carnivore. Proc Biol Sci 2021; 288:20210108. [PMID: 33653139 DOI: 10.1098/rspb.2021.0108] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
As an outcome of natural selection, animals are probably adapted to select territories economically by maximizing benefits and minimizing costs of territory ownership. Theory and empirical precedent indicate that a primary benefit of many territories is exclusive access to food resources, and primary costs of defending and using space are associated with competition, travel and mortality risk. A recently developed mechanistic model for economical territory selection provided numerous empirically testable predictions. We tested these predictions using location data from grey wolves (Canis lupus) in Montana, USA. As predicted, territories were smaller in areas with greater densities of prey, competitors and low-use roads, and for groups of greater size. Territory size increased before decreasing curvilinearly with greater terrain ruggedness and harvest mortalities. Our study provides evidence for the economical selection of territories as a causal mechanism underlying ecological patterns observed in a cooperative carnivore. Results demonstrate how a wide range of environmental and social conditions will influence economical behaviour and resulting space use. We expect similar responses would be observed in numerous territorial species. A mechanistic approach enables understanding how and why animals select particular territories. This knowledge can be used to enhance conservation efforts and more successfully predict effects of conservation actions.
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Affiliation(s)
- Sarah N Sells
- Montana Cooperative Wildlife Research Unit, Wildlife Biology Program, University of Montana, 205 Natural Sciences Building, Missoula, MT 59812, USA
| | - Michael S Mitchell
- US Geological Survey, Montana Cooperative Wildlife Research Unit, Wildlife Biology Program, University of Montana, 205 Natural Sciences Building, Missoula, MT 59812, USA
| | - Kevin M Podruzny
- Montana Fish, Wildlife and Parks, 1420 E. 6th Street, Helena, MT 59620, USA
| | - Justin A Gude
- Montana Fish, Wildlife and Parks, 1420 E. 6th Street, Helena, MT 59620, USA
| | - Allison C Keever
- Montana Cooperative Wildlife Research Unit, Wildlife Biology Program, University of Montana, 205 Natural Sciences Building, Missoula, MT 59812, USA
| | - Diane K Boyd
- Montana Fish, Wildlife and Parks, 490 North Meridian Road, Kalispell, MT 59901, USA
| | - Ty D Smucker
- Montana Fish, Wildlife and Parks, 4600 Giant Springs Road, Great Falls, MT 59405, USA
| | | | - Tyler W Parks
- Montana Fish, Wildlife and Parks, 3201 Spurgin Road, Missoula, MT 59804, USA
| | - Nathan J Lance
- Montana Fish, Wildlife and Parks, 1400 South 19th, Bozeman, MT 59718, USA
| | - Michael S Ross
- Montana Fish, Wildlife and Parks, 1400 South 19th, Bozeman, MT 59718, USA
| | - Robert M Inman
- Montana Fish, Wildlife and Parks, 1420 E. 6th Street, Helena, MT 59620, USA
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Brandell EE, Cross PC, Craft ME, Smith DW, Dubovi EJ, Gilbertson MLJ, Wheeldon T, Stephenson JA, Barber-Meyer S, Borg BL, Sorum M, Stahler DR, Kelly A, Anderson M, Cluff HD, MacNulty DR, Watts DE, Roffler GH, Schwantje H, Hebblewhite M, Beckmen K, Fenton H, Hudson PJ. Patterns and processes of pathogen exposure in gray wolves across North America. Sci Rep 2021; 11:3722. [PMID: 33580121 DOI: 10.1038/s41598-021-81192-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 12/29/2020] [Indexed: 01/30/2023] Open
Abstract
The presence of many pathogens varies in a predictable manner with latitude, with infections decreasing from the equator towards the poles. We investigated the geographic trends of pathogens infecting a widely distributed carnivore: the gray wolf (Canis lupus). Specifically, we investigated which variables best explain and predict geographic trends in seroprevalence across North American wolf populations and the implications of the underlying mechanisms. We compiled a large serological dataset of nearly 2000 wolves from 17 study areas, spanning 80° longitude and 50° latitude. Generalized linear mixed models were constructed to predict the probability of seropositivity of four important pathogens: canine adenovirus, herpesvirus, parvovirus, and distemper virus-and two parasites: Neospora caninum and Toxoplasma gondii. Canine adenovirus and herpesvirus were the most widely distributed pathogens, whereas N. caninum was relatively uncommon. Canine parvovirus and distemper had high annual variation, with western populations experiencing more frequent outbreaks than eastern populations. Seroprevalence of all infections increased as wolves aged, and denser wolf populations had a greater risk of exposure. Probability of exposure was positively correlated with human density, suggesting that dogs and synanthropic animals may be important pathogen reservoirs. Pathogen exposure did not appear to follow a latitudinal gradient, with the exception of N. caninum. Instead, clustered study areas were more similar: wolves from the Great Lakes region had lower odds of exposure to the viruses, but higher odds of exposure to N. caninum and T. gondii; the opposite was true for wolves from the central Rocky Mountains. Overall, mechanistic predictors were more informative of seroprevalence trends than latitude and longitude. Individual host characteristics as well as inherent features of ecosystems determined pathogen exposure risk on a large scale. This work emphasizes the importance of biogeographic wildlife surveillance, and we expound upon avenues of future research of cross-species transmission, spillover, and spatial variation in pathogen infection.
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Brandell EE, Fountain-Jones NM, Gilbertson ML, Cross PC, Hudson PJ, Smith DW, Stahler DR, Packer C, Craft ME. Group density, disease, and season shape territory size and overlap of social carnivores. J Anim Ecol 2021; 90:87-101. [PMID: 32654133 PMCID: PMC9844152 DOI: 10.1111/1365-2656.13294] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 05/22/2020] [Indexed: 01/19/2023]
Abstract
The spatial organization of a population can influence the spread of information, behaviour and pathogens. Group territory size and territory overlap and components of spatial organization, provide key information as these metrics may be indicators of habitat quality, resource dispersion, contact rates and environmental risk (e.g. indirectly transmitted pathogens). Furthermore, sociality and behaviour can also shape space use, and subsequently, how space use and habitat quality together impact demography. Our study aims to identify factors shaping the spatial organization of wildlife populations and assess the impact of epizootics on space use. We further aim to explore the mechanisms by which disease perturbations could cause changes in spatial organization. Here we assessed the seasonal spatial organization of Serengeti lions and Yellowstone wolves at the group level. We use network analysis to describe spatial organization and connectivity of social groups. We then examine the factors predicting mean territory size and mean territory overlap for each population using generalized additive models. We demonstrate that lions and wolves were similar in that group-level factors, such as number of groups and shaped spatial organization more than population-level factors, such as population density. Factors shaping territory size were slightly different than factors shaping territory overlap; for example, wolf pack size was an important predictor of territory overlap, but not territory size. Lion spatial networks were more highly connected, while wolf spatial networks varied seasonally. We found that resource dispersion may be more important for driving territory size and overlap for wolves than for lions. Additionally, canine distemper epizootics may have altered lion spatial organization, highlighting the importance of including infectious disease epizootics in studies of behavioural and movement ecology. We provide insight about when we might expect to observe the impacts of resource dispersion, disease perturbations, and other ecological factors on spatial organization. Our work highlights the importance of monitoring and managing social carnivore populations at the group level. Future research should elucidate the complex relationships between demographics, social and spatial structure, abiotic and biotic conditions and pathogen infections.
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Affiliation(s)
- Ellen E. Brandell
- Center for Infectious Disease Dynamics & Department of Biology, Huck Institute for Life Sciences, Pennsylvania State University, University Park, Pennsylvania, USA 16802
| | | | - Marie L.J. Gilbertson
- Department of Veterinary Population Medicine, University of Minnesota, St Paul, Minnesota 55108
| | - Paul C. Cross
- U.S. Geological Survey, Northern Rocky Mountain Science Center, Bozeman, Montana, USA 59715
| | - Peter J. Hudson
- Center for Infectious Disease Dynamics & Department of Biology, Huck Institute for Life Sciences, Pennsylvania State University, University Park, Pennsylvania, USA 16802
| | - Douglas W. Smith
- Yellowstone Center for Resources, Wolf Project, P.O. Box 168, Yellowstone National Park, WY 82190, USA
| | - Daniel R. Stahler
- Yellowstone Center for Resources, Wolf Project, P.O. Box 168, Yellowstone National Park, WY 82190, USA
| | - Craig Packer
- Department of Ecology, Evolution and Behavior, University of Minnesota, St Paul, Minnesota 55108
| | - Meggan E. Craft
- Department of Veterinary Population Medicine, University of Minnesota, St Paul, Minnesota 55108
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Orning EK, Romanski MC, Moore S, Chenaux-Ibrahim Y, Hart J, Belant JL. Emigration and First-Year Movements of Initial Wolf Translocations to Isle Royale. Northeast Nat (Steuben) 2020. [DOI: 10.1656/045.027.0410] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Affiliation(s)
- Elizabeth K. Orning
- SUNY College of Environmental Science and Forestry, Global Wildlife Conservation Center, 1 Forestry Drive, Syracuse, NY 13210
| | - Mark C. Romanski
- National Park Service, 800 E Lakeshore Drive, Isle Royale National Park, Houghton, MI 49931
| | - Seth Moore
- Grand Portage Band of Lake Superior Chippewa, 27 Store Rd, Grand Portage, MN 55605
| | | | - John Hart
- US Department of Agriculture-Animal Plant Health Inspection Service-Wildlife Services, 34912 US Hwy 2, Grand Rapids, MN 55744
| | - Jerrold L. Belant
- SUNY College of Environmental Science and Forestry, Global Wildlife Conservation Center, 1 Forestry Drive, Syracuse, NY 13210
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Bauduin S, Grente O, Santostasi NL, Ciucci P, Duchamp C, Gimenez O. An individual-based model to explore the impacts of lesser-known social dynamics on wolf populations. Ecol Modell 2020. [DOI: 10.1016/j.ecolmodel.2020.109209] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Barry T, Gurarie E, Cheraghi F, Kojola I, Fagan WF. Does dispersal make the heart grow bolder? Avoidance of anthropogenic habitat elements across wolf life history. Anim Behav 2020. [DOI: 10.1016/j.anbehav.2020.06.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Ausband DE, Waits L. Does harvest affect genetic diversity in grey wolves? Mol Ecol 2020; 29:3187-3195. [PMID: 32657476 DOI: 10.1111/mec.15552] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 07/06/2020] [Accepted: 07/08/2020] [Indexed: 01/01/2023]
Abstract
Harvest can affect vital rates such as reproduction and survival, but also genetic measures of individual and population health. Grey wolves (Canis lupus) live and breed in groups, and effective population size is a small fraction of total abundance. As a result, genetic diversity of wolves may be particularly sensitive to harvest. We evaluated how harvest affected genetic diversity and relatedness in wolves. We hypothesized that harvest would (a) reduce relatedness of individuals within groups in a subpopulation but increase relatedness of individuals between groups due to increased local immigration, (b) increase individual heterozygosity and average allelic richness across groups in subpopulations and (c) add new alleles to a subpopulation and decrease the number of private alleles in subpopulations due to an increase in breeding opportunities for unrelated individuals. We found harvest had no effect on observed heterozygosity of individuals or allelic richness at loci within subpopulations but was associated with a small, biologically insignificant effect on within-group relatedness values in grey wolves. Harvest was, however, positively associated with increased relatedness of individuals between groups and a net gain (+16) of alleles into groups in subpopulations monitored since harvest began, although the number of private alleles in subpopulations overall declined. Harvest likely created opportunities for wolves to immigrate into nearby groups and breed, thereby making groups in subpopulations more related over time. Harvest appears to affect genetic diversity in wolves at the group and population levels, but its effects are less apparent at the individual level given the population sizes we studied.
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Affiliation(s)
- David E Ausband
- Idaho Cooperative Fish and Wildlife Research Unit, U.S. Geological Survey, University of Idaho, Moscow, ID, USA
| | - Lisette Waits
- Department of Fish and Wildlife Sciences, University of Idaho, Moscow, ID, USA
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Garcia-lozano C, Varga D, Pintó J, Roig-munar FX. Landscape Connectivity and Suitable Habitat Analysis for Wolves (Canis lupus L.) in the Eastern Pyrenees. Sustainability 2020; 12:5762. [DOI: 10.3390/su12145762] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Over the last few decades, much of the mountain area in European countries has turned into potential habitat for species of medium- and large-sized mammals. Some of the occurrences that explain this trend are biodiversity protection, the creation of natural protected areas, and the abandonment of traditional agricultural activities. In recent years, wolves have once again been seen in forests in the eastern sector of the Pyrenees and the Pre-Pyrenees. The success or failure of their permanent settlement will depend on several factors, including conservation measures for the species, habitat availability, and the state of landscape connectivity. The aim of this study is to analyze the state of landscape connectivity for fragments of potential wolf habitat in Catalonia, Andorra, and on the French side of the Eastern Pyrenees. The results show that a third of the area studied constitutes potential wolf habitat and almost 90% of these spaces are of sufficient size to host stable packs. The set of potential wolf habitat fragments was also assessed using the probability of connectivity index (dPC), which analyses landscape connectivity based on graph structures. According to the graph theory, the results confirm that all the nodes or habitat fragments are directly or indirectly interconnected, thus forming a single component. Given the large availability of suitable habitat and the current state of landscape connectivity for the species, the dispersal of the wolf would be favorable if stable packs are formed. A new established population in the Pyrenees could lead to more genetic exchange between the Iberian wolf population and the rest of Europe’s wolf populations.
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Affiliation(s)
- L. David Mech
- U.S. Geological Survey Northern Prairie Wildlife Research Center Jamestown ND 58401USA
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Clendenin HR, Adams JR, Ausband DE, Hayden JA, Hohenlohe PA, Waits LP. Combining Harvest and Genetics to Estimate Reproduction in Wolves. J Wildl Manage 2020. [DOI: 10.1002/jwmg.21820] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Heather R. Clendenin
- Department of Biological Sciences, Institute for Bioinformatics and Evolutionary StudiesUniversity of Idaho 875 Perimeter Drive MS3051 Moscow ID 83844‐3051 USA
| | - Jennifer R. Adams
- Department of Fish and Wildlife Sciences, Laboratory for Ecological, Evolutionary and Conservation GeneticsUniversity of Idaho 875 Perimeter Drive MS1136 Moscow ID 83844‐1136 USA
| | | | - James A. Hayden
- Idaho Department of Fish and Game, P.O. Box 25Boise ID 83814 USA
| | - Paul A. Hohenlohe
- Department of Biological Sciences, Institute for Bioinformatics and Evolutionary StudiesUniversity of Idaho 875 Perimeter Drive MS3051 Moscow ID 83844‐3051 USA
| | - Lisette P. Waits
- Department of Fish and Wildlife SciencesUniversity of Idaho 875 Perimeter Drive MS1136 Moscow ID 83844‐1136 USA
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Molnar B, Ciucci P, Mastrantonio G, Betschart B. Correlates of parasites and pseudoparasites in wolves ( Canis lupus) across continents: A comparison among Yellowstone (USA), Abruzzo (IT) and Mercantour (FR) national parks. Int J Parasitol Parasites Wildl 2019; 10:196-206. [PMID: 31667082 PMCID: PMC6812024 DOI: 10.1016/j.ijppaw.2019.09.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 09/09/2019] [Accepted: 09/09/2019] [Indexed: 01/08/2023]
Abstract
Little is known about the impact of infectious diseases on large carnivores. We investigated factors structuring the helminth and protozoan infections of wolves (Canis lupus) by using coprological analyses. Faecal samples (n = 342) were analysed from 11 wolf packs belonging to three different geographical and ecological settings in Italy (Abruzzo, Lazio e Molise National Park, PNALM: 4 packs, 88 samples), in France (Mercantour National Park, PNM: 4 packs, 68 samples) and in the U.S.A. (Yellowstone National Park, YNP: 3 packs, 186 samples). Parasites were found in 29.4%-88.6% of the samples and parasite taxa ranged from four to ten in each study area. Taeniidae (Taenia/Echinococcus), Sarcocystis spp. and Toxascaris leonina were most common in faecal samples from YNP, whereas Capillaria spp., Taeniidae and Uncinaria stenocephala were predominant in PNALM. We used generalised linear mixed models to assess the relationship between parasite infection or the number of parasite taxa and selected ecological drivers across study areas. Significant effects illustrated the importance of the ecological factors such as occurrence of free-ranging dogs, diet composition and wolf density, as well as the ancestry of the wolf populations, in shaping parasite-wolf communities. Additional investigations are needed to elucidate the impact of parasitic infections on wolf populations, as well as the role of anthropogenic factors in facilitating parasitic diffusion to apex predators.
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Affiliation(s)
- Barbara Molnar
- Institute of Biology, University of Neuchâtel, Rue Emile-Argand 11, CH-2000, Neuchâtel, Switzerland
| | - Paolo Ciucci
- Department of Biology and Biotechnologies “Charles Darwin”, Sapienza University, Viale Dell’ Università, 32 I-00185, Roma, Italy
| | - Gianluca Mastrantonio
- Department of Mathematics (DISMA), G. L. Lagrange, Politecnico di Torino, Duca Degli Abruzzi 24, I- 10129, Turin, Italy
| | - Bruno Betschart
- Institute of Biology, University of Neuchâtel, Rue Emile-Argand 11, CH-2000, Neuchâtel, Switzerland
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Jacobs CE, Ausband DE. Wolves in space: locations of individuals and their effect on pup survival in groups of a cooperatively breeding canid. Anim Behav 2019; 155:189-97. [DOI: 10.1016/j.anbehav.2019.05.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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Abstract
Abstract
Monogamy is commonly observed across a wide variety of species and taxa and arises when young are altricial, parental investment in young is high, and mate monopolization is generally not possible. In such species, pairs may bond for multiple breeding seasons while successfully rearing young. Individuals, however, may attempt to bypass the dominant mating strategy particularly when breeding opportunities are limited. Currently, we do not know how pair bond duration affects the efficacy of alternative mating strategies in populations with a monogamous mating system. Additionally, inferences about pair bond effects on reproductive success (i.e., both clutch size and recruitment) are largely limited to long-lived birds and little is known about effects on mammalian cooperative breeders. I used genetic sampling and pedigrees to examine the effects of pair bond duration on reproductive success (i.e., litter size, recruitment) and mating strategies in a population of gray wolves (Canis lupus) in Idaho, USA. There was a positive, marginally significant relationship between pair bond duration and apparent survival of offspring. Increased pair bond duration was also associated with a dampening in the prevalence of other alternative mating strategies such as sneaker males and polygamy. The selective advantage of alternative mating strategies is a combination of population, group (for applicable species), individual, and social influences such as pair bonds. The distribution of pair bonds in a monogamous population affects the selective advantage, and hence frequency, of various mating strategies observed.
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Affiliation(s)
- David E Ausband
- US Geological Survey, Idaho Cooperative Fish and Wildlife Research Unit, University of Idaho, Moscow, ID, USA
- Idaho Department of Fish and Game, Coeur d’ Alene, ID, USA
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Affiliation(s)
- Jon S. Horne
- Idaho Department of Fish and Game3316 16th Street Lewiston ID 83501 USA
| | - Mark A. Hurley
- Idaho Department of Fish and Game 600 South Walnut Street Boise ID 83712 USA
| | - Craig G. White
- Idaho Department of Fish and Game 324 South 417 East, Suite 1 Jerome ID 83338 USA
| | - Jon Rachael
- Idaho Department of Fish and Game 600 South Walnut Street Boise ID 83712 USA
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Bassing SB, Ausband DE, Mitchell MS, Lukacs P, Keever A, Hale G, Waits L. Stable pack abundance and distribution in a harvested wolf population. J Wildl Manage 2018. [DOI: 10.1002/jwmg.21616] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Sarah B. Bassing
- Montana Cooperative Wildlife Research UnitWildlife Biology ProgramUniversity of Montana205 Natural Sciences BuildingMissoulaMT59812USA
| | - David E. Ausband
- Idaho Department of Fish and Game2885 W Kathleen AvenueCoeur d'AleneID83815USA
| | - Michael S. Mitchell
- U.S. Geological SurveyMontana Cooperative Wildlife Research UnitWildlife Biology ProgramUniversity of Montana205 Natural Sciences BuildingMissoulaMT59812USA
| | - Paul Lukacs
- Wildlife Biology ProgramDepartment of Ecosystem and Conservation SciencesW.A. Franke College of Forestry and ConservationUniversity of Montana32 Campus DriveMissoulaMT59812USA
| | - Allison Keever
- Montana Cooperative Wildlife Research UnitWildlife Biology ProgramUniversity of Montana205 Natural Sciences BuildingMissoulaMT59812USA
| | - Greg Hale
- Alberta Environment and Parks12501 20 AvenueBlairmoreABT7N 1A2Canada
| | - Lisette Waits
- Laboratory for EcologicalEvolutionary, and Conservation GeneticsDepartment of Fish and Wildlife SciencesUniversity of Idaho875 Perimeter Drive MS1136MoscowID83844USA
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Horne JS, Ausband DE, Hurley MA, Struthers J, Berg JE, Groth K. Integrated population model to improve knowledge and management of Idaho wolves. J Wildl Manage 2018. [DOI: 10.1002/jwmg.21554] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Jon S. Horne
- Idaho Department of Fish and Game; 3316 16th Street Lewiston ID 83501 USA
| | - David E. Ausband
- Idaho Department of Fish and Game; 2285 West Kathleen Avenue Coeur d’ Alene ID 83815 USA
| | - Mark A. Hurley
- Idaho Department of Fish and Game; 600 South Walnut Street Boise ID 83712 USA
| | - Jennifer Struthers
- Idaho Department of Fish and Game; 3101 South Powerline Road Nampa ID 83686 USA
| | - Jodi E. Berg
- Idaho Department of Fish and Game; 3316 16th Street Lewiston ID 83501 USA
| | - Kayte Groth
- Idaho Department of Fish and Game; 3316 16th Street Lewiston ID 83501 USA
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Hendricks SA, Schweizer RM, Harrigan RJ, Pollinger JP, Paquet PC, Darimont CT, Adams JR, Waits LP, vonHoldt BM, Hohenlohe PA, Wayne RK. Natural re-colonization and admixture of wolves (Canis lupus) in the US Pacific Northwest: challenges for the protection and management of rare and endangered taxa. Heredity (Edinb) 2019; 122:133-49. [PMID: 29880893 DOI: 10.1038/s41437-018-0094-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 04/20/2018] [Accepted: 04/22/2018] [Indexed: 12/30/2022] Open
Abstract
Admixture resulting from natural dispersal processes can potentially generate novel phenotypic variation that may facilitate persistence in changing environments or result in the loss of population-specific adaptations. Yet, under the US Endangered Species Act, policy is limited for management of individuals whose ancestry includes a protected taxon; therefore, they are generally not protected under the Act. This issue is exemplified by the recently re-established grey wolves of the Pacific Northwest states of Washington and Oregon, USA. This population was likely founded by two phenotypically and genetically distinct wolf ecotypes: Northern Rocky Mountain (NRM) forest and coastal rainforest. The latter is considered potentially threatened in southeast Alaska and thus the source of migrants may affect plans for their protection. To assess the genetic source of the re-established population, we sequenced a ~ 300 bp portion of the mitochondrial control region and ~ 5 Mbp of the nuclear genome. Genetic analysis revealed that the Washington wolves share ancestry with both wolf ecotypes, whereas the Oregon population shares ancestry with NRM forest wolves only. Using ecological niche modelling, we found that the Pacific Northwest states contain environments suitable for each ecotype, with wolf packs established in both environmental types. Continued migration from coastal rainforest and NRM forest source populations may increase the genetic diversity of the Pacific Northwest population. However, this admixed population challenges traditional management regimes given that admixture occurs between an adaptively distinct ecotype and a more abundant reintroduced interior form. Our results emphasize the need for a more precise US policy to address the general problem of admixture in the management of endangered species, subspecies, and distinct population segments.
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Hulva P, Černá Bolfíková B, Woznicová V, Jindřichová M, Benešová M, Mysłajek RW, Nowak S, Szewczyk M, Niedźwiecka N, Figura M, Hájková A, Sándor AD, Zyka V, Romportl D, Kutal M, Finďo S, Antal V. Wolves at the crossroad: Fission-fusion range biogeography in the Western Carpathians and Central Europe. DIVERS DISTRIB 2017. [DOI: 10.1111/ddi.12676] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Affiliation(s)
- Pavel Hulva
- Department of Zoology, Faculty of Science; Charles University; Prague Czech Republic
- Department of Biology and Ecology, Faculty of Science; University of Ostrava; Ostrava Czech Republic
| | - Barbora Černá Bolfíková
- Department of Animal Science and Food Processing, Faculty of Tropical AgriSciences; Czech University of Life Sciences Prague; Prague Czech Republic
| | - Vendula Woznicová
- Department of Biology and Ecology, Faculty of Science; University of Ostrava; Ostrava Czech Republic
| | - Milena Jindřichová
- Department of Animal Science and Food Processing, Faculty of Tropical AgriSciences; Czech University of Life Sciences Prague; Prague Czech Republic
| | - Markéta Benešová
- Department of Zoology, Faculty of Science; Charles University; Prague Czech Republic
| | - Robert W. Mysłajek
- Institute of Genetics and Biotechnology, Faculty of Biology; University of Warsaw; Warszaw Poland
| | | | - Maciej Szewczyk
- Institute of Genetics and Biotechnology, Faculty of Biology; University of Warsaw; Warszaw Poland
| | - Natalia Niedźwiecka
- Institute of Genetics and Biotechnology, Faculty of Biology; University of Warsaw; Warszaw Poland
- Association for Nature “Wolf”; Lipowa Poland
| | | | - Andrea Hájková
- State Nature Conservancy of Slovak Republic; Banská Bystrica Slovakia
| | - Atilla D. Sándor
- Department of Parasitology and Parasitic Diseases, Faculty of Veterinary Medicine; University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca; Cluj-Napoca Romania
| | - Vladimír Zyka
- Department of Zoology, Faculty of Science; Charles University; Prague Czech Republic
| | - Dušan Romportl
- Department of Zoology, Faculty of Science; Charles University; Prague Czech Republic
| | - Miroslav Kutal
- Friends of the Earth Czech Republic; Olomouc Branch; Olomouc Czech Republic
- Institute of Forest Ecology, Faculty of Forestry and Wood Technology; Mendel University in Brno; Brno Czech Republic
| | - Slavomír Finďo
- Forest Protection and Wildlife Management; National Forest Centre; Zvolen Slovakia
| | - Vladimír Antal
- State Nature Conservancy of Slovak Republic; Banská Bystrica Slovakia
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Ausband DE, Mitchell MS, Waits LP. Effects of breeder turnover and harvest on group composition and recruitment in a social carnivore. J Anim Ecol 2017; 86:1094-1101. [DOI: 10.1111/1365-2656.12707] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 05/14/2017] [Indexed: 11/29/2022]
Affiliation(s)
| | - Michael S. Mitchell
- U.S. Geological Survey; Montana Cooperative Wildlife Research Unit; University of Montana; Missoula MT, USA
| | - Lisette P. Waits
- Department of Fish and Wildlife Sciences; University of Idaho; Moscow ID USA
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Ausband DE, Mitchell MS, Stansbury CR, Stenglein JL, Waits LP. Harvest and group effects on pup survival in a cooperative breeder. Proc Biol Sci 2017; 284:20170580. [PMID: 28539521 PMCID: PMC5454274 DOI: 10.1098/rspb.2017.0580] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Accepted: 04/27/2017] [Indexed: 11/12/2022] Open
Abstract
Recruitment in cooperative breeders can be negatively affected by changes in group size and composition. The majority of cooperative breeding studies have not evaluated human harvest; therefore, the effects of recurring annual harvest and group characteristics on survival of young are poorly understood. We evaluated how harvest and groups affect pup survival using genetic sampling and pedigrees for grey wolves in North America. We hypothesized that harvest reduces pup survival because of (i) reduced group size, (ii) increased breeder turnover and/or (iii) reduced number of female helpers. Alternatively, harvest may increase pup survival possibly due to increased per capita food availability or it could be compensatory with other forms of mortality. Harvest appeared to be additive because it reduced both pup survival and group size. In addition to harvest, turnover of breeding males and the presence of older, non-breeding males also reduced pup survival. Large groups and breeder stability increased pup survival when there was harvest, however. Inferences about the effect of harvest on recruitment require knowledge of harvest rate of young as well as the indirect effects associated with changes in group size and composition, as we show. The number of young harvested is a poor measure of the effect of harvest on recruitment in cooperative breeders.
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Affiliation(s)
- David E Ausband
- Montana Cooperative Wildlife Research Unit, University of Montana, Missoula, MT, USA
| | - Michael S Mitchell
- US Geological Survey, Montana Cooperative Wildlife Research Unit, University of Montana, Missoula, MT, USA
| | - Carisa R Stansbury
- Department of Fish and Wildlife Sciences, University of Idaho, Moscow, ID, USA
| | | | - Lisette P Waits
- Department of Fish and Wildlife Sciences, University of Idaho, Moscow, ID, USA
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