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Lewis JS, Logan KA, Alldredge MW, Carver S, Bevins SN, Lappin M, VandeWoude S, Crooks KR. The effects of demographic, social, and environmental characteristics on pathogen prevalence in wild felids across a gradient of urbanization. PLoS One 2017; 12:e0187035. [PMID: 29121060 PMCID: PMC5679604 DOI: 10.1371/journal.pone.0187035] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Accepted: 10/12/2017] [Indexed: 01/12/2023] Open
Abstract
Transmission of pathogens among animals is influenced by demographic, social, and environmental factors. Anthropogenic alteration of landscapes can impact patterns of disease dynamics in wildlife populations, increasing the potential for spillover and spread of emerging infectious diseases in wildlife, human, and domestic animal populations. We evaluated the effects of multiple ecological mechanisms on patterns of pathogen exposure in animal populations. Specifically, we evaluated how ecological factors affected the prevalence of Toxoplasma gondii (Toxoplasma), Bartonella spp. (Bartonella), feline immunodeficiency virus (FIV), and feline calicivirus (FCV) in bobcat and puma populations across wildland-urban interface (WUI), low-density exurban development, and wildland habitat on the Western Slope (WS) and Front Range (FR) of Colorado during 2009-2011. Samples were collected from 37 bobcats and 29 pumas on the WS and FR. As predicted, age appeared to be positively related to the exposure to pathogens that are both environmentally transmitted (Toxoplasma) and directly transmitted between animals (FIV). In addition, WS bobcats appeared more likely to be exposed to Toxoplasma with increasing intraspecific space-use overlap. However, counter to our predictions, exposure to directly-transmitted pathogens (FCV and FIV) was more likely with decreasing space-use overlap (FCV: WS bobcats) and potential intraspecific contacts (FIV: FR pumas). Environmental factors, including urbanization and landscape covariates, were generally unsupported in our models. This study is an approximation of how pathogens can be evaluated in relation to demographic, social, and environmental factors to understand pathogen exposure in wild animal populations.
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Affiliation(s)
- Jesse S. Lewis
- Department of Fish, Wildlife, and Conservation Biology, Graduate Degree Program in Ecology, Colorado State University, Fort Collins, CO, United States of America
| | - Kenneth A. Logan
- Mammals Research, Colorado Parks and Wildlife, Montrose, CO, United States of America
| | - Mat W. Alldredge
- Mammals Research, Colorado Parks and Wildlife, Fort Collins, CO, United States of America
| | - Scott Carver
- School of Biological Sciences, University of Tasmania, Hobart, Tasmania, Australia
| | - Sarah N. Bevins
- USDA-APHIS-Wildlife Services’ National Wildlife Research Center, Fort Collins, CO, United States of America
| | - Michael Lappin
- Department of Clinical Sciences, Colorado State University, Fort Collins, CO, United States of America
| | - Sue VandeWoude
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, United States of America
| | - Kevin R. Crooks
- Department of Fish, Wildlife, and Conservation Biology, Graduate Degree Program in Ecology, Colorado State University, Fort Collins, CO, United States of America
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Parsons AW, Forrester T, McShea WJ, Baker-Whatton MC, Millspaugh JJ, Kays R. Do occupancy or detection rates from camera traps reflect deer density? J Mammal 2017. [DOI: 10.1093/jmammal/gyx128] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Arielle Waldstein Parsons
- North Carolina Museum of Natural Sciences, 11 West Jones Street, Raleigh, NC 27601, USA (RK, AWP)
- Department of Forestry and Environmental Resources, North Carolina State University, 2800 Faucette Blvd., Raleigh, NC 27607, USA (RK, AWP)
| | - Tavis Forrester
- Oregon Department of Fish and Wildlife, 1401 Gekeler Lane, La Grande, OR 97850, USA (TF)
| | - William J McShea
- Smithsonian Conservation Biology Institute, 1500 Remount Road, Front Royal, VA 22630, USA (WJM)
| | | | - Joshua J Millspaugh
- Wildlife Biology Program, Department of Ecosystem and Conservation Sciences, College of Forestry and Conservation, University of Montana, Missoula, MT 59812, USA (JJM)
| | - Roland Kays
- North Carolina Museum of Natural Sciences, 11 West Jones Street, Raleigh, NC 27601, USA (RK, AWP)
- Department of Forestry and Environmental Resources, North Carolina State University, 2800 Faucette Blvd., Raleigh, NC 27607, USA (RK, AWP)
- Smithsonian’s National Museum of Natural History, 10th St. and Constitution Ave. NW, Washington, DC 20560, USA (RK)
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Keiter DA, Davis AJ, Rhodes OE, Cunningham FL, Kilgo JC, Pepin KM, Beasley JC. Effects of scale of movement, detection probability, and true population density on common methods of estimating population density. Sci Rep 2017; 7:9446. [PMID: 28842589 PMCID: PMC5573344 DOI: 10.1038/s41598-017-09746-5] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Accepted: 07/31/2017] [Indexed: 11/10/2022] Open
Abstract
Knowledge of population density is necessary for effective management and conservation of wildlife, yet rarely are estimators compared in their robustness to effects of ecological and observational processes, which can greatly influence accuracy and precision of density estimates. In this study, we simulate biological and observational processes using empirical data to assess effects of animal scale of movement, true population density, and probability of detection on common density estimators. We also apply common data collection and analytical techniques in the field and evaluate their ability to estimate density of a globally widespread species. We find that animal scale of movement had the greatest impact on accuracy of estimators, although all estimators suffered reduced performance when detection probability was low, and we provide recommendations as to when each field and analytical technique is most appropriately employed. The large influence of scale of movement on estimator accuracy emphasizes the importance of effective post-hoc calculation of area sampled or use of methods that implicitly account for spatial variation. In particular, scale of movement impacted estimators substantially, such that area covered and spacing of detectors (e.g. cameras, traps, etc.) must reflect movement characteristics of the focal species to reduce bias in estimates of movement and thus density.
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Affiliation(s)
- David A Keiter
- University of Georgia, Savannah River Ecology Laboratory, D.B. Warnell School of Forestry and Natural Resources, PO Drawer E, Aiken, SC, 29802, USA.
| | - Amy J Davis
- United States Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, National Wildlife Research Center, 4101 Laporte Avenue, Fort Collins, CO, 80521, USA
| | - Olin E Rhodes
- University of Georgia, Savannah River Ecology Laboratory, Odum School of Ecology, PO Drawer E, Aiken, SC, 29802, USA
| | - Fred L Cunningham
- United States Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, National Wildlife Research Center, Mississippi Field Station, PO Box 6099, Mississippi State, MS, 39762, USA
| | - John C Kilgo
- United States Department of Agriculture, Forest Service, Southern Research Station, PO Box 700, New Ellenton, SC, 29809, USA
| | - Kim M Pepin
- United States Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, National Wildlife Research Center, 4101 Laporte Avenue, Fort Collins, CO, 80521, USA
| | - James C Beasley
- University of Georgia, Savannah River Ecology Laboratory, D.B. Warnell School of Forestry and Natural Resources, PO Drawer E, Aiken, SC, 29802, USA
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Maletzke B, Kertson B, Swanson M, Koehler G, Beausoleil R, Wielgus R, Cooley H. Cougar response to a gradient of human development. Ecosphere 2017. [DOI: 10.1002/ecs2.1828] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Benjamin Maletzke
- School of the Environment Washington State University Pullman Washington 99164 USA
| | - Brian Kertson
- Wildlife Science Group School of Forest Resources College of the Environment University of Washington Seattle Washington 98195 USA
| | - Mark Swanson
- School of the Environment Washington State University Pullman Washington 99164 USA
| | - Gary Koehler
- Washington Department of Fish and Wildlife 2218 Stephanie Brooke Wenatchee Washington 98801 USA
| | - Richard Beausoleil
- Washington Department of Fish and Wildlife 3515 State Highway 97A Wenatchee Washington 98801 USA
| | - Robert Wielgus
- School of the Environment Washington State University Pullman Washington 99164 USA
| | - Hilary Cooley
- School of the Environment Washington State University Pullman Washington 99164 USA
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Lombardi JV, Comer CE, Scognamillo DG, Conway WC. Coyote, fox, and bobcat response to anthropogenic and natural landscape features in a small urban area. Urban Ecosyst 2017. [DOI: 10.1007/s11252-017-0676-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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56
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Lewis JS, Logan KA, Alldredge MW, Theobald DM, VandeWoude S, Crooks KR. Contact networks reveal potential for interspecific interactions of sympatric wild felids driven by space use. Ecosphere 2017. [DOI: 10.1002/ecs2.1707] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Affiliation(s)
- Jesse S. Lewis
- Department of Fish, Wildlife, and Conservation Biology Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado 80523 USA
| | | | | | | | - Sue VandeWoude
- Department of Microbiology, Immunology, and Pathology Colorado State University Fort Collins Colorado 80523 USA
| | - Kevin R. Crooks
- Department of Fish, Wildlife, and Conservation Biology Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado 80523 USA
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Massara RL, Paschoal AMO, Bailey LL, Doherty PF, Chiarello AG. Ecological interactions between ocelots and sympatric mesocarnivores in protected areas of the Atlantic Forest, southeastern Brazil. J Mammal 2016. [DOI: 10.1093/jmammal/gyw129] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Smith JA, Wang Y, Wilmers CC. Spatial characteristics of residential development shift large carnivore prey habits. J Wildl Manage 2016. [DOI: 10.1002/jwmg.21098] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Justine A. Smith
- Department of Environmental Studies, Center for Integrated Spatial ResearchUniversity of California, Santa Cruz1156 High StreetSanta CruzCA 95064USA
| | - Yiwei Wang
- San Francisco Bay Bird Observatory524 Valley WayMilpitasCA 95035USA
| | - Christopher C. Wilmers
- Department of Environmental Studies, Center for Integrated Spatial ResearchUniversity of California, Santa Cruz1156 High StreetSanta CruzCA 95064USA
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Lewis JS, Bailey LL, VandeWoude S, Crooks KR. Interspecific interactions between wild felids vary across scales and levels of urbanization. Ecol Evol 2015; 5:5946-61. [PMID: 26811767 PMCID: PMC4717346 DOI: 10.1002/ece3.1812] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Revised: 09/28/2015] [Accepted: 10/03/2015] [Indexed: 01/29/2023] Open
Abstract
Ongoing global landscape change resulting from urbanization is increasingly linked to changes in species distributions and community interactions. However, relatively little is known about how urbanization influences competitive interactions among mammalian carnivores, particularly related to wild felids. We evaluated interspecific interactions between medium‐ and large‐sized carnivores across a gradient of urbanization and multiple scales. Specifically, we investigated spatial and temporal interactions of bobcats and pumas by evaluating circadian activity patterns, broad‐scale seasonal interactions, and fine‐scale daily interactions in wildland–urban interface (WUI), exurban residential development, and wildland habitats. Across levels of urbanization, interspecific interactions were evaluated using two‐species and single‐species occupancy models with data from motion‐activated cameras. As predicted, urbanization increased the opportunity for interspecific interactions between wild felids. Although pumas did not exclude bobcats from areas at broad spatial or temporal scales, bobcats responded behaviorally to the presence of pumas at finer scales, but patterns varied across levels of urbanization. In wildland habitat, bobcats avoided using areas for short temporal periods after a puma visited an area. In contrast, bobcats did not appear to avoid areas that pumas recently visited in landscapes influenced by urbanization (exurban development and WUI habitat). In addition, overlap in circadian activity patterns between bobcats and pumas increased in exurban development compared to wildland habitat. Across study areas, bobcats used sites less frequently as the number of puma photographs increased at a site. Overall, bobcats appear to shape their behavior at fine spatial and temporal scales to reduce encounters with pumas, but residential development can potentially alter these strategies and increase interaction opportunities. We explore three hypotheses to explain our results of how urbanization affected interspecific interactions that consider activity patterns, landscape configuration, and animal scent marking. Altered competitive interactions between animals in urbanized landscapes could potentially increase aggressive encounters and the frequency of disease transmission.
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Affiliation(s)
- Jesse S Lewis
- Department of Fish, Wildlife, and Conservation Biology Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado 80523
| | - Larissa L Bailey
- Department of Fish, Wildlife, and Conservation Biology Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado 80523
| | - Sue VandeWoude
- Department of Microbiology, Immunology, and Pathology Colorado State University Fort Collins Colorado 80523
| | - Kevin R Crooks
- Department of Fish, Wildlife, and Conservation Biology Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado 80523
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