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Bakshi B, Polasky S. The effect of forest composition on outdoor recreation. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 364:121397. [PMID: 38878569 DOI: 10.1016/j.jenvman.2024.121397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 05/11/2024] [Accepted: 06/04/2024] [Indexed: 06/24/2024]
Abstract
Climate change will shift the composition of northern Minnesota forests from boreal to temperate by the end of the century. This shift in forest composition will likely affect outdoor recreation, a valuable ecosystem service and a key economic driver for the region. In this context, the objective of our paper is to empirically examine the relationship between forest composition and recreation. We analyze the effect of changes in forest composition for seven forest types on seven types of recreation using a lognormal pooled panel regression model for Minnesota's Laurentian Mixed Forest Province. Earlier research showed forest composition affected recreation at the level of broad groups of broadleaved or coniferous species. We find a statistically significant empirical association between forest composition and recreation at the forest type level (forest types within those broad groups). This relationship varies across forest types and recreation categories. For example, big game hunting is positively related to elm-ash-cottonwood and white-red-jack pine and negatively associated with aspen-birch. We find individual forest types within broad groups of broadleaved or coniferous forests, have different relationships with recreation, so that these broad groups are not sufficient in capturing the effect of forest composition on recreation. Our results are of interest in the context of current shifts in forest composition caused by climate change, which could also affect recreation. Our findings suggest adding a forest composition lens to existing policies could facilitate strategies for more effective recreation management and climate change adaptation.
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Affiliation(s)
- Baishali Bakshi
- Natural Resources Science and Management, University of Minnesota, Saint Paul, MN, 55108, USA.
| | - Stephen Polasky
- Department of Applied Economics, University of Minnesota, Saint Paul, MN, USA; Department of Ecology, Evolution and Behavior, University of Minnesota, Saint Paul, MN, USA.
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Sergeyev M, Cherry MJ, Tanner EP, Lombardi JV, Tewes ME, Campbell TA. Multiscale assessment of habitat selection and avoidance of sympatric carnivores by the endangered ocelot. Sci Rep 2023; 13:8882. [PMID: 37264027 DOI: 10.1038/s41598-023-35271-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 05/15/2023] [Indexed: 06/03/2023] Open
Abstract
Habitat selection by animals is a complex, dynamic process that can vary across spatial and temporal scales. Understanding habitat selection is a vital component of managing endangered species. Ocelots (Leopardus pardalis), a medium-sized endangered felid, overlap in their northern range with bobcats (Lynx rufus) and coyotes (Canis latrans), with all three species sharing similar space and resource use. As the potential for competition between these three carnivores is high, understanding differences in habitat use and the effect of these potential competitors on habitat selection of ocelots is essential to conservation. Our objective was to compare habitat selection between species and examine if ocelots avoided areas used by competitors at broad and fine scales. We captured and collared 8 ocelots, 13 bobcats, and 5 coyotes on the East Foundation's El Sauz Ranch and the Yturria San Francisco Ranch in South Texas, USA from 2017 to 2021. We compared 2nd (position of home range) and 3rd (use within the home range) order selection across species and examined whether ocelots avoided areas categorized as high probability of use by bobcats and coyotes across both orders of selection. We found a preference for heterogeneous landscapes by bobcats and coyotes while ocelots were strongly tied to woody cover across both orders. At the 2nd order, ocelots selected areas with higher probability of use by bobcats and showed no response to higher probability of use by coyotes, suggesting ocelots did not avoid either species. However, at the 3rd order, ocelots avoided areas used by coyotes. Ocelots selected for areas of use by bobcats at the 2nd order and 3rd order. Results suggest that at the broader scale, placement of the home range is not affected by the presence of sympatric carnivores, however, at a finer scale, ocelots are avoiding coyotes but not bobcats. Our study emphasizes the importance of woody and herbaceous cover at the broad scale and dense vegetation at the finer scale to sustain ocelots. In addition, we show differing patterns of interspecific avoidance by ocelots across species and scales.
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Affiliation(s)
- Maksim Sergeyev
- Caesar Kleberg Wildlife Research Institute, Texas A&M University Kingsville, 205 Howe Agricultural Bldg, Kingsville, TX, 78363, USA.
| | - Michael J Cherry
- Caesar Kleberg Wildlife Research Institute, Texas A&M University Kingsville, 205 Howe Agricultural Bldg, Kingsville, TX, 78363, USA
| | - Evan P Tanner
- Caesar Kleberg Wildlife Research Institute, Texas A&M University Kingsville, 205 Howe Agricultural Bldg, Kingsville, TX, 78363, USA
| | - Jason V Lombardi
- Caesar Kleberg Wildlife Research Institute, Texas A&M University Kingsville, 205 Howe Agricultural Bldg, Kingsville, TX, 78363, USA
| | - Michael E Tewes
- Caesar Kleberg Wildlife Research Institute, Texas A&M University Kingsville, 205 Howe Agricultural Bldg, Kingsville, TX, 78363, USA
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Habitat Selection and Activity Patterns of Japanese Serows and Sika Deer with Currently Sympatric Distributions. Animals (Basel) 2021; 11:ani11123398. [PMID: 34944175 PMCID: PMC8698128 DOI: 10.3390/ani11123398] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/25/2021] [Accepted: 11/26/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Investigating the interspecific interactions between species provides a suitable model for understanding the mechanisms of coexistence between sympatric species. We assessed the spatial and temporal partitioning of spaces between Japanese serows (Capricornis crispus) and sika deer (Cervus nippon), which are usually allopatric, in an area with early-stage invasion of sika deer into Japanese serow habitat. The habitat selection and activity patterns of the two species were evaluated using camera traps. Both species were recorded in >25% of the same camera sites and showed similar selection tendencies for water resources. The Japanese serows selected steep slopes, whereas the sika deer selected areas distant from human settlements, resulting in low spatial overlap. Additionally, the Japanese serows were more active during the daytime, whereas the sika deer were active at the crepuscule. The observed spatial and temporal partitioning likely reduces their encounter rates, thereby minimizing possible interference competition. However, spatial and temporal overlaps between the two species are likely to increase as the density of sika deer increases, potentially resulting in a decline in the density of Japanese serows with smaller body sizes. Trapping for deer management should be focused on areas with gentle slopes, away from valleys and human settlements, to reduce the unintentional capture of Japanese serows. Abstract The Japanese serow (Capricornis crispus) and sika deer (Cervus nippon) in Japan are usually allopatric. However, a recent expansion in the distribution range of sika deer, combined with an increase in abundance, has resulted in an overlap of the distribution ranges of the two species. We examined the habitat selection and activity patterns of Japanese serows and sika deer using camera traps placed at 83 sites within a 210 km2 study area, where the distribution range of these two species has recently overlapped. Although both species were photographed throughout the study area, we observed a low spatial overlap between them. The Japanese serows selected steep slopes, and the sika deer selected areas far away from human settlements. In addition, the Japanese serows and sika deer exhibited temporal partitioning with diurnal and crepuscular activity patterns, respectively. The observed partitioning could be explained by differences in their species-specific habitat selections, rather than competition, because the photographic capture rate of the Japanese serows was not affected by that of the sika deer and vice versa. These partitioning behaviors are likely to reduce the rate of encounters between the two ungulates, which enables their coexistence considering the sika deer density remains low.
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Marrotte RR, Bowman J. Seven decades of southern range dynamics of Canada lynx. Ecol Evol 2021; 11:4644-4655. [PMID: 33976837 PMCID: PMC8093747 DOI: 10.1002/ece3.7364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 02/11/2021] [Accepted: 02/18/2021] [Indexed: 11/21/2022] Open
Abstract
The range of the Canada lynx (Lynx canadensis) has contracted substantially from its historical range. Using harvest records, we found that the southern range of the lynx in Ontario in the late 1940s collapsed and then, in a short period of time, increased to its largest extent in the mid-1960s when the lynx range spread south of the boreal forest for a decade. After this expansion, the southern range contracted northwards beginning in the 1970s. Most recently, there has been a slight expansion between 2010 and 2017. We have attributed these dynamics on the southern range periphery to the fluctuation of the boreal lynx population in the core of the species' range. In addition, connectivity to boreal lynx populations and snow depth seemed to condition whether the lynx expanded into an area. However, we did not find any evidence to suggest that these changes were due to anthropogenic landscape disturbances or competition. The boreal lynx population does not reach the peak abundance it once did, without which we would not expect to see large expansions of the southern lynx range as in the mid-1960s. Our results suggest that the southern lynx range in Ontario has been driven by the magnitude of the boreal lynx population cycle, connectivity to the boreal forest, and snow conditions. Future persistence of lynx in the southern range periphery will likely depend on dynamics in the range core.
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Affiliation(s)
- Robby R. Marrotte
- Environmental & Life Sciences Graduate ProgramTrent UniversityPeterboroughONCanada
| | - Jeff Bowman
- Environmental & Life Sciences Graduate ProgramTrent UniversityPeterboroughONCanada
- Ontario Ministry of Natural Resources & ForestryWildlife Research & Monitoring SectionTrent UniversityPeterboroughONCanada
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Wolf JF, Kriss KD, MacAulay KM, Munro K, Patterson BR, Shafer ABA. Gut microbiome composition predicts summer core range size in two divergent ungulates. FEMS Microbiol Ecol 2021; 97:6174673. [PMID: 33729507 DOI: 10.1093/femsec/fiab048] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 03/15/2021] [Indexed: 01/04/2023] Open
Abstract
The gut microbiome of animals vary by age, diet, and habitat, and directly influences an individual's health. Similarly, variation in home ranges is linked to feeding strategies and fitness. Ungulates (hooved mammals) exhibit species-specific microbiomes and habitat use patterns. We combined gut microbiome and movement data to assess relationships between space use and the gut microbiome in a specialist and a generalist ungulate. We GPS radiocollared 24 mountain goats (Oreamnos americanus) and 34 white-tailed deer (Odocoileus virginianus), collected fecal samples, and conducted high-throughput sequencing of the 16S rRNA gene. We generated gut diversity metrics and key bacterial ratios. Our research question centred around the idea that larger Firmicutes to Bacteroidetes ratios confer body size or fat advantages that allow for larger home ranges, and relationships of disproportionate habitat use are stronger in the habitat specialist mountain goat. Firmicutes to Bacteroidetes ratios were positively correlated with core range area in both species. Mountain goats exhibited a negative relationship between gut diversity and proportional use of treed areas and escape terrain, and no relationships were detected in the habitat generalist white-tailed deer. This is the first study to relate range size to the gut microbiome in wild ungulates and is an important proof of concept that advances the information that can be gleaned from non-invasive sampling.
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Affiliation(s)
- Jesse F Wolf
- Department of Environmental and Life Sciences, Trent University, 2140 East Bank Drive, Peterborough, Ontario K9J 7B8, Canada
| | - Krystal D Kriss
- Ministry of Forests, Lands and Natural Resource Operations, and Rural Development, 3726 Alfred Avenue, Smithers, British Columbia V0J 2N0, Canada
| | - Kara M MacAulay
- Ministry of Forests, Lands and Natural Resource Operations, and Rural Development, 3726 Alfred Avenue, Smithers, British Columbia V0J 2N0, Canada
| | - Keith Munro
- Department of Environmental and Life Sciences, Trent University, 2140 East Bank Drive, Peterborough, Ontario K9J 7B8, Canada.,Ontario Federation of Anglers and Hunters, 4601 Guthrie Drive, Peterborough, Ontario K9J 8L5, Canada
| | - Brent R Patterson
- Department of Environmental and Life Sciences, Trent University, 2140 East Bank Drive, Peterborough, Ontario K9J 7B8, Canada.,Ontario Ministry of Natural Resources and Forestry, Wildlife Research and Monitoring Section, Trent University, 2140 East Bank Drive, Peterborough, Ontario K9J 7B8, Canada
| | - Aaron B A Shafer
- Department of Environmental and Life Sciences, Trent University, 2140 East Bank Drive, Peterborough, Ontario K9J 7B8, Canada.,Forensic Science Program, Trent University, 2140 East Bank Drive, Peterborough, Ontario K9J 7B8, Canada
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Morin SJ, Bowman J, Marrotte RR, Fortin M. Fine-scale habitat selection by sympatric Canada lynx and bobcat. Ecol Evol 2020; 10:9396-9409. [PMID: 32953069 PMCID: PMC7487242 DOI: 10.1002/ece3.6626] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 06/26/2020] [Accepted: 07/07/2020] [Indexed: 11/16/2022] Open
Abstract
The Canada lynx (Lynx canadensis) and the bobcat (Lynx rufus) are closely related species with overlap at their range peripheries, but the factors that limit each species and the interactions between them are not well understood. Habitat selection is a hierarchical process, in which selection at higher orders (geographic range, home range) may constrain selection at lower orders (within the home range). Habitat selection at a very fine scale within the home range has been less studied for both lynx and bobcat compared to selection at broader spatiotemporal scales. To compare this fourth-order habitat selection by the two species in an area of sympatry, we tracked lynx and bobcat during the winters of 2017 and 2018 on the north shore of Lake Huron, Ontario. We found that both lynx and bobcat selected shallower snow, higher snowshoe hare abundance, and higher amounts of coniferous forest at the fourth order. However, the two species were spatially segregated at the second order, and lynx were found in areas with deeper snow, more snowshoe hare, and more coniferous forest. Taken together, our findings demonstrate that the lynx and bobcat select different resources at the second order, assorting along an environmental gradient in the study area, and that competition is unlikely to be occurring between the two species at finer scales.
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Affiliation(s)
- Samantha J. Morin
- Environmental & Life Sciences Graduate ProgramTrent UniversityPeterboroughONCanada
| | - Jeff Bowman
- Environmental & Life Sciences Graduate ProgramTrent UniversityPeterboroughONCanada
- Ontario Ministry of Natural Resources & ForestryWildlife Research & Monitoring SectionTrent UniversityPeterboroughONCanada
| | - Robby R. Marrotte
- Environmental & Life Sciences Graduate ProgramTrent UniversityPeterboroughONCanada
| | - Marie‐Josée Fortin
- Department of Ecology & Evolutionary BiologyUniversity of TorontoTorontoONCanada
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