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Bollen M, Casaer J, Neyens T, Beenaerts N. When and where? Day-night alterations in wild boar space use captured by a generalized additive mixed model. PeerJ 2024; 12:e17390. [PMID: 38881858 PMCID: PMC11179635 DOI: 10.7717/peerj.17390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 04/23/2024] [Indexed: 06/18/2024] Open
Abstract
Wild boar (Sus scrofa), an abundant species across Europe, is often subjected to management in agro-ecosystems in order to control population size, or to scare them away from agricultural fields to safeguard crop yields. Wild boar management can benefit from a better understanding on changes in its space use across the diel cycle (i.e., diel space use) in relation to variable hunting pressures or other factors. Here, we estimate wild boar diel space use in an agro-ecosystem in central Belgium during four consecutive "growing seasons" (i.e., April-September). To achieve this, we fit generalized additive mixed models (GAMMs) to camera trap data of wild boar aggregated over 1-h periods. Our results reveal that wild boar are predominantly nocturnal in all of the hunting management zones in Meerdaal, with activity peaks around sunrise and sunset. Hunting events in our study area tend to take place around sunrise and sunset, while non-lethal human activities occur during sunlight hours. Our GAMM reveals that wild boar use different areas throughout the diel cycle. During the day, wild boar utilized areas in the centre of the forest, possibly to avoid human activities during daytime. During the night, they foraged near (or in) agricultural fields. A post hoc comparison of space use maps of wild boar in Meerdaal revealed that their diurnal and nocturnal space use were uncorrelated. We did not find sufficient evidence to prove that wild boar spatiotemporally avoid hunters. Finally, our work reveals the potential of GAMMs to model variation in space across 24-h periods from camera trap data, an application that will be useful to address a range of ecological questions. However, to test the robustness of this approach we advise that it should be compared against telemetry-based methods to derive diel space use.
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Affiliation(s)
- Martijn Bollen
- Centre for Environmental Sciences, Hasselt University, Hasselt, Flanders, Belgium
- Research Institute for Nature and Forest (INBO), Brussels, Brussels, Belgium
- Data Science Institute, Hasselt University, Hasselt, Flanders, Belgium
| | - Jim Casaer
- Research Institute for Nature and Forest (INBO), Brussels, Brussels, Belgium
| | - Thomas Neyens
- Data Science Institute, Hasselt University, Hasselt, Flanders, Belgium
- Leuven Biostatistics and statistical Bioinformatics Centre, University of Leuven, Leuven, Flanders, Belgium
| | - Natalie Beenaerts
- Centre for Environmental Sciences, Hasselt University, Hasselt, Flanders, Belgium
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Brogi R, Apollonio M, Brivio F, Merli E, Grignolio S. Behavioural syndromes going wild: individual risk-taking behaviours of free-ranging wild boar. Anim Behav 2022. [DOI: 10.1016/j.anbehav.2022.09.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Spatio-temporal behaviour of female wild boar in an agro-forestry–pastoral landscape of Southern Italy. MAMMAL RES 2022. [DOI: 10.1007/s13364-022-00617-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Carried away by a moonlight shadow: activity of wild boar in relation to nocturnal light intensity. MAMMAL RES 2021. [DOI: 10.1007/s13364-021-00610-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Abstract
An increase of nocturnal activity of ungulate species may represent a compensatory opportunity for energy intake, when activity in daylight is hindered by some disturbance events (e.g. hunting or predation). Therefore, mostly-diurnal and crepuscular species may be active in bright moonlight nights whereas others may shift their diurnal activity towards darkest nights to limit their exposure to predators. In natural and undisturbed conditions, the wild boar may be active both during the day and the night, with alternating periods of activity and resting. In this work, we tested whether activity patterns of wild boar, a species with poor visive abilities, were dependent on moon phases and environmental lightening. We aimed to assess if nocturnal activity could be better explained by variations of the lunar cycle or by the variations of environmental lightening conditions, evaluated by means of different measures of night brightness. Data were collected through camera-trapping in Central Italy in 2019–2020. Despite the poor visive abilities of the wild boar, we observed that this ungulate significantly reduced their activity by avoiding the brightest nights. In our study area, the wild boar has to cope with both human pressure (i.e. mostly hunters and poachers) and predation by the grey wolf. Furthermore, the nocturnal activity of wild boar peaked in mid-Autumn, i.e. when hunting pressure is the highest and when leaf fall may bring wild boar to range for long distances to find suitable resting sites for diurnal hours.
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Ferretti F, Lazzeri L, Mori E, Cesaretti G, Calosi M, Burrini L, Fattorini N. Habitat correlates of wild boar density and rooting along an environmental gradient. J Mammal 2021. [DOI: 10.1093/jmammal/gyab095] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
In wild ungulates, habitat choice usually is influenced by foraging constraints and predator avoidance, potentially leading to spatial variation of population density (e.g., greater densities in food rich or safer habitats). Assessing habitat-correlates of abundance and foraging activity in turn is important in understanding determinants of distribution. We assessed habitat correlates of presence, density, and rooting, for wild boar Sus scrofa, the most widespread ungulate in the world, in six protected areas of central Italy. We worked along an altitudinal gradient ranging from the coast to mountains, in late spring-summer 2019. We surveyed 617 sampling plots randomly placed onto study areas with tessellation stratified sampling, where we used fecal counts to estimate wild boar density and visually estimated the proportion of rooted area. Overall estimates of density and rooting (± standard error) varied from 3.5 ± 2.0 to 17.9 ± 5.4 individuals/km2 and from 1.4 ± 0.8% to 10.9 ± 1.1% of rooted ground. Density and rooting showed a moderate yet nonsignificant correlation across sites. Probability of presence, abundance, and rooting in sampling plots were higher in ecotone habitats (transition habitats between wooded and open areas). Topography did not influence boar presence or local abundance. Rooting increased with decreasing slope and rock cover, as well as increasing elevation, possibly due to soil supporting forage of higher nutritional quality. Our results support the importance of ecotone habitats for wild boar, emphasizing the role of these transitional areas in the period of nursing/weaning of offspring, as well as when crops are actively growing. Differences in overall estimates of rooting across study sites may depend on site-specific features (soil moisture and availability of alternative food resources). Future studies should test the correlation between inter-annual differences of rooting and changes in population density. Notwithstanding the latter, we identified significant ecological drivers of wild boar density and rooting activity.
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Affiliation(s)
- Francesco Ferretti
- Department of Life Sciences, Research Unit of Behavioural Ecology, Ethology, and Wildlife Management, University of Siena, Via P.A. Mattioli 4, 53100, Siena, Italy
| | - Lorenzo Lazzeri
- Department of Life Sciences, Research Unit of Behavioural Ecology, Ethology, and Wildlife Management, University of Siena, Via P.A. Mattioli 4, 53100, Siena, Italy
| | - Emiliano Mori
- Department of Life Sciences, Research Unit of Behavioural Ecology, Ethology, and Wildlife Management, University of Siena, Via P.A. Mattioli 4, 53100, Siena, Italy
- Consiglio Nazionale delle Ricerche—Istituto di Ricerca sugli Ecosistemi Terrestri—Via Madonna del Piano 10, 50019, Sesto Fiorentino (FI), Italy
| | - Gloria Cesaretti
- Department of Life Sciences, Research Unit of Behavioural Ecology, Ethology, and Wildlife Management, University of Siena, Via P.A. Mattioli 4, 53100, Siena, Italy
| | - Martina Calosi
- Department of Life Sciences, Research Unit of Behavioural Ecology, Ethology, and Wildlife Management, University of Siena, Via P.A. Mattioli 4, 53100, Siena, Italy
| | - Lucia Burrini
- Department of Life Sciences, Research Unit of Behavioural Ecology, Ethology, and Wildlife Management, University of Siena, Via P.A. Mattioli 4, 53100, Siena, Italy
| | - Niccolò Fattorini
- Department of Life Sciences, Research Unit of Behavioural Ecology, Ethology, and Wildlife Management, University of Siena, Via P.A. Mattioli 4, 53100, Siena, Italy
- Department of Environmental Science and Policy, University of Milano, Via Celoria 26, 20133, Milano, Italy
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Viola P, Adriani S, Rossi CM, Franceschini C, Primi R, Apollonio M, Amici A. Anthropogenic and Environmental Factors Determining Local Favourable Conditions for Wolves during the Cold Season. Animals (Basel) 2021; 11:ani11071895. [PMID: 34202132 PMCID: PMC8300267 DOI: 10.3390/ani11071895] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/01/2021] [Accepted: 06/22/2021] [Indexed: 11/23/2022] Open
Abstract
Simple Summary Wolves normally howl in response to unfamiliar vocalisations, to defend their territory and the important resources within it (e.g., pups and prey). During the non-rendezvous period (late autumn and winter), the protectiveness of adults towards pups decreases, as well as reactions to unfamiliar vocal stimuli. In the late fall of 2010, we performed a saturation wolf howling design in the Cicolano area (Central Apennines, Italy), aiming to identify environmental and human-related characteristics of locations where wolves are prone to respond to unfamiliar howling and to assess their eventual ability to provide insights into the distribution of valuable resources (aside from pups) during the cold season. We found that winter response sites (WRS) were characterized by diverging conditions, with respect to all available sites, suggesting that they are non-randomly located but, instead, had been selected by wolves for some reason. We recorded a positive role of thermal refuges and the occurrence of wild boar drive hunts, as well as the negative roles of other forms of human presence and activities, including the occurrence of free-ranging dogs. These results could be of interest both for conservation purposes and for assessing interactions with human activities. Abstract Winter resources are crucial for wildlife, and, at a local scale, some anthropogenic and environmental factors could affect their availability. In the case of wolves, it is known that vocalisations in response to unfamiliar howls are issued to defend their territory and the important resources within it. Then, we studied the characteristics of winter response sites (WRS) during the cold season, aiming to assess their eventual ability to provide insights into the distribution of valuable resources within their territories. Within this scope, we planned a wolf-howling survey following a standardised approach. The study covered an Apennine (Central Italy) area of 500 km2. A hexagonal mesh was imposed on the area, in order to determine the values of different variables at the local scale. A logistic LASSO regression was performed. WRS were positively related to the presence of thermal refuges (odds = 114.485), to patch richness (odds = 1.153), wild boar drive hunting areas (odds = 1.015), and time elapsed since the last hunt (odds = 1.019). Among negative factors, stray dogs reply considerably affects wolves’ responsiveness (odds = 0.207), where odds are the exponentiated coefficients estimated by the logistic lasso regression. These results suggest that WRS are related to anthropogenic and environmental factors favouring the predation process.
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Affiliation(s)
- Paolo Viola
- Department of Agricultural and Forest Sciences, University of Tuscia, Via S. C. de Lellis snc, 01100 Viterbo, VT, Italy; (P.V.); (S.A.); (C.M.R.); (C.F.); (R.P.)
| | - Settimio Adriani
- Department of Agricultural and Forest Sciences, University of Tuscia, Via S. C. de Lellis snc, 01100 Viterbo, VT, Italy; (P.V.); (S.A.); (C.M.R.); (C.F.); (R.P.)
| | - Carlo Maria Rossi
- Department of Agricultural and Forest Sciences, University of Tuscia, Via S. C. de Lellis snc, 01100 Viterbo, VT, Italy; (P.V.); (S.A.); (C.M.R.); (C.F.); (R.P.)
| | - Cinzia Franceschini
- Department of Agricultural and Forest Sciences, University of Tuscia, Via S. C. de Lellis snc, 01100 Viterbo, VT, Italy; (P.V.); (S.A.); (C.M.R.); (C.F.); (R.P.)
- Department of Biological, Geological and Environmental Science, University of Bologna, Piazza di Porta S. Donato 1, 40127 Bologna, BO, Italy
| | - Riccardo Primi
- Department of Agricultural and Forest Sciences, University of Tuscia, Via S. C. de Lellis snc, 01100 Viterbo, VT, Italy; (P.V.); (S.A.); (C.M.R.); (C.F.); (R.P.)
| | - Marco Apollonio
- Department of Veterinary Medicine, University of Sassari, 07100 Sassari, SS, Italy;
| | - Andrea Amici
- Department of Agricultural and Forest Sciences, University of Tuscia, Via S. C. de Lellis snc, 01100 Viterbo, VT, Italy; (P.V.); (S.A.); (C.M.R.); (C.F.); (R.P.)
- Correspondence: ; Tel.: +39-(0)761-357443
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Does wild boar rooting affect spatial distribution of active burrows of meadow-dwelling voles? Biologia (Bratisl) 2020. [DOI: 10.2478/s11756-020-00622-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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