Non‐local effects of human activity on the spatial distribution of migratory wildlife in Serengeti National Park, Tanzania

Kavwele, C. M., Torney, C. J. , Morrison, T. A. , Fulford, S., Masolele, M. M., Masoy, J. and Hopcraft, J. G. C. (2022) Non‐local effects of human activity on the spatial distribution of migratory wildlife in Serengeti National Park, Tanzania. Ecological Solutions and Evidence, 3(3), e12159. (doi: 10.1002/2688-8319.12159)

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Abstract

Human activities are transforming landscapes and altering the structure and functioning of ecosystems worldwide and often result in sharp contrasts between human-dominated landscapes and adjacent natural habitats that lead to the creation of hard edges and artificial boundaries. The configuration of these boundaries could influence local biotic interactions and animal behaviours. Here, we investigate whether boundaries of different degrees of ‘hardness’ affect space utilization by migratory species in Serengeti National Park, Tanzania. We deployed camera traps along transects perpendicular to the national park boundary at three different locales. The transects were located in areas that consisted of two types of human–wildlife interface: a sudden transition from the national park into agro-pastoral land use (termed a ‘hard’ boundary) and a more gradual transition mediated by a shared usage area (termed a ‘soft’ boundary). Camera traps were placed at 2 km intervals along each 10 km transect from the edge towards the core of the park and were programmed to collect images hourly between dawn and dusk between June 2016 and March 2019. We used a deep neural network to detect the presence of wildlife within images and then used a Bayesian model with diffuse priors to estimate parameters of a generalized linear model with a Bernoulli likelihood. We explored the binomial probability of either wildebeest or zebra presence as a function of distance to the boundary, the rate of grass greening or drying (dNDVI) and the concentration of grass protein. There was a strong negative effect of distance to boundary on the probability of detecting wildebeest or zebra; however, this was only observed where the transition from human-dominated landscape to protected areas was sudden. Conversely, soft boundaries had little to no effect on the probability of detecting wildebeest or zebra. The results suggest that boundary type affects migratory species occurrence. The implications of these findings suggest that hard boundaries reduce the effective size of conservation areas; for many species, the area used by wildlife is likely less than the gazetted area under protection. The impacts may be severe especially for narrow protected areas or dispersal corridors.

Item Type:Articles
Additional Information:This publication was supported by the University of Glasgow's Lord Kelvin/Adam Smith (LKAS) PhD Scholarship for Cyrus M. Kavwele. Colin J. Torney is supported by a James S. McDonnell Foundation Studying Complex Systems Award, while Majaliwa M. Masolele is supported by Engineering and Physical Sciences Research Council (EPSRC). This work was supported by funding from the European Union's Horizon 2020 research and innovation program under grant agreement 641918 (AfricanBioServices) to J. Grant C. Hopcraft, which also supported Thomas A. Morrison.
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Kavwele, Cyrus Mutunga and Masolele, Mr Majaliwa and Fulford, Ms Sidney and Torney, Dr Colin and Morrison, Dr Thomas and Hopcraft, Dr Grant
Authors: Kavwele, C. M., Torney, C. J., Morrison, T. A., Fulford, S., Masolele, M. M., Masoy, J., and Hopcraft, J. G. C.
College/School:College of Medical Veterinary and Life Sciences
College of Science and Engineering > School of Mathematics and Statistics > Mathematics
College of Medical Veterinary and Life Sciences > School of Biodiversity, One Health & Veterinary Medicine
Journal Name:Ecological Solutions and Evidence
Publisher:Wiley
ISSN:2688-8319
ISSN (Online):2688-8319
Copyright Holders:Copyright © 2022 The Authors
First Published:First published in Ecological Solutions and Evidence 3(3):e12159
Publisher Policy:Reproduced under a Creative Commons Licence
Data DOI:10.5525/gla.researchdata.1303

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Project CodeAward NoProject NamePrincipal InvestigatorFunder's NameFunder RefLead Dept
171925AfricanBioServicesDaniel HaydonEuropean Commission (EC)641918Institute of Biodiversity, Animal Health and Comparative Medicine