Westcott, Jacob (2024) Modelling current and projected niche shifts of the blacklegged tick, Ixodes scapularis, in eastern Canada employing community science data and global climate change drivers. Masters thesis, Memorial University of Newfoundland.
[English]
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Abstract
Climate change rapidly drives species range dynamics, prompting many terrestrial organisms to shift northward to higher latitudes and forcing new species-environment and species-species interactions. The tick vector Ixodes scapularis, commonly known as the blacklegged tick, has historically been endemic to the United States but is establishing a persistent population in Canada, potentially exposing people to a novel zoonotic pathogen, Borrelia burgdorferi, the causative agent of Lyme disease. The collection of tick records (within Canada and the United States) between 2017 and 2022 via citizen-/community-science programs and the usage of high-resolution 1km climate data enabled me to produce robust, ensemble ecological niche models. I carried out 4,704 model iterations across two datasets, 12 algorithms, and 10 climate profiles using 40 environmental variables. I extrapolated select models over three time periods, 2011-2040, 2041-2070, and 2071-2100, across two projected climate scenarios, SSP5-8.5 and SSP3-7.0, incorporating 2,094 future predictions of I. scapularis distribution. My ensembles (AUC: 0.9565 ± 0.0065; TSS: 0.8435 ± 0.0155; Kappa: 0.819 ± 0.014) identified temperature, precipitation, biomass production (NPP), length of the growing season, climate moisture index, and the number of yearly degree days as the variables that best explained the distribution of I. scapularis. Further changes to these climate conditions will result in continued I. scapularis range expansion, with estimates ranging from ~205% (409,475 km² to 1,247,689 km²) up to ~248% (447,532 km² to 1,556,760 km²) before the end of the century. These distributional niche changes coincide with a northern latitude limit reaching as far as ~48°N by 2040, ~50°N by 2070, and ~52°N by 2100. These findings highlight the invasive potential of I. scapularis, with implications for public health and changing ecosystem dynamics.
Item Type: | Thesis (Masters) |
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URI: | http://research.library.mun.ca/id/eprint/16497 |
Item ID: | 16497 |
Additional Information: | Includes bibliographical references |
Keywords: | Borrelia burgdorferi, Ixodidae, macroecology, arthropods, deer tick |
Department(s): | Grenfell Campus > School of Science and the Environment |
Date: | May 2024 |
Date Type: | Submission |
Library of Congress Subject Heading: | Ixodes scapularis--Canada; Borrelia burgdorferi--Canada; Lyme disease--Epidemiology; Macroecology--Canada; Arthropoda--Variation--Canada; Climatic changes--Environmental aspects--Canada |
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