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      Extinction probabilities as a function of temperature for populations of tsetse ( Glossina spp.)

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      PLoS Neglected Tropical Diseases
      Public Library of Science

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          Abstract

          Significant reductions in populations of tsetse (Glossina spp) in parts of Zimbabwe have been attributed to increases in temperature over recent decades. Sustained increases in temperature might lead to local extinctions of tsetse populations. Extinction probabilities for tsetse populations have not so far been estimated as a function of temperature. We develop a time-homogeneous branching process model for situations where tsetse live at different levels of fixed temperature. We derive a probability distribution p k (T) for the number of female offspring an adult female tsetse is expected to produce in her lifetime, as a function of the fixed temperature at which she is living. We show that p k (T) can be expressed as a geometric series: its generating function is therefore a fractional linear type. We obtain expressions for the extinction probability, reproduction number, time to extinction and growth rates. The results are valid for all tsetse, but detailed effects of temperature will vary between species. No G. m. morsitans population can escape extinction if subjected, for extended periods, to temperatures outside the range 16°C–32°C. Extinction probability increases more rapidly as temperatures approach and exceed the upper and lower limits. If the number of females is large enough, the population can still survive even at high temperatures (28°C–31°C). Small decreases or increases in constant temperature in the neighbourhoods of 16°C and 31°C, respectively, can drive tsetse populations to extinction. Further study is needed to estimate extinction probabilities for tsetse populations in field situations where temperatures vary continuously.

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          Most cited references31

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          Temperature Variability over Africa

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            Climate change and African trypanosomiasis vector populations in Zimbabwe's Zambezi Valley: A mathematical modelling study

            Background Quantifying the effects of climate change on the entomological and epidemiological components of vector-borne diseases is an essential part of climate change research, but evidence for such effects remains scant, and predictions rely largely on extrapolation of statistical correlations. We aimed to develop a mechanistic model to test whether recent increases in temperature in the Mana Pools National Park of the Zambezi Valley of Zimbabwe could account for the simultaneous decline of tsetse flies, the vectors of human and animal trypanosomiasis. Methods and findings The model we developed incorporates the effects of temperature on mortality, larviposition, and emergence rates and is fitted to a 27-year time series of tsetse caught from cattle. These catches declined from an average of c. 50 flies per animal per afternoon in 1990 to c. 0.1 in 2017. Since 1975, mean daily temperatures have risen by c. 0.9°C and temperatures in the hottest month of November by c. 2°C. Although our model provided a good fit to the data, it cannot predict whether or when extinction will occur. Conclusions The model suggests that the increase in temperature may explain the observed collapse in tsetse abundance and provides a first step in linking temperature to trypanosomiasis risk. If the effect at Mana Pools extends across the whole of the Zambezi Valley, then transmission of trypanosomes is likely to have been greatly reduced in this warm low-lying region. Conversely, rising temperatures may have made some higher, cooler, parts of Zimbabwe more suitable for tsetse and led to the emergence of new disease foci.
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              Reproductive rates of tsetse flies in the field in Zimbabwe

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Formal analysisRole: MethodologyRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Formal analysisRole: MethodologyRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS Negl Trop Dis
                PLoS Negl Trop Dis
                plos
                plosntds
                PLoS Neglected Tropical Diseases
                Public Library of Science (San Francisco, CA USA )
                1935-2727
                1935-2735
                May 2020
                7 May 2020
                : 14
                : 5
                : e0007769
                Affiliations
                [001] Centre of Excellence in Epidemiological Modelling and Analysis (SACEMA), University of Stellenbosch, Stellenbosch, South Africa
                Kenya Agricultural and Livestock Research Organization, KENYA
                Author notes

                The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0002-0710-7607
                Article
                PNTD-D-19-01524
                10.1371/journal.pntd.0007769
                7237048
                32379749
                f5efb675-5cf4-496b-b55a-a4b4c985a34e
                © 2020 Are, Hargrove

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 9 September 2019
                : 13 April 2020
                Page count
                Figures: 7, Tables: 1, Pages: 19
                Funding
                Both co-authors are employed at SACEMA, which receives core funding from the Department of Science & Innovation, Government of South Africa. The authors received partial funding, for the publication of this work, from Stellenbosch University Open Access Publication Fund. JWH received financial support from the Biotechnology and Biological Sciences Research Council (BBSRC) under the programme of Zoonoses and Emerging Livestock Systems (ZELS, grant no. BB/L019035/1). The contents of this publication are the sole responsibility of the authors and do not necessarily reflect the views of any funding agency. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Population Biology
                Population Metrics
                Death Rates
                Biology and Life Sciences
                Conservation Biology
                Species Extinction
                Ecology and Environmental Sciences
                Conservation Science
                Conservation Biology
                Species Extinction
                Biology and Life Sciences
                Evolutionary Biology
                Evolutionary Processes
                Species Extinction
                Biology and Life Sciences
                Physiology
                Physiological Parameters
                Body Temperature
                Medicine and Health Sciences
                Physiology
                Physiological Parameters
                Body Temperature
                Biology and Life Sciences
                Developmental Biology
                Life Cycles
                Pupae
                Biology and Life Sciences
                Developmental Biology
                Life Cycles
                Larvae
                Biology and Life Sciences
                Organisms
                Eukaryota
                Animals
                Invertebrates
                Arthropoda
                Insects
                Glossina
                Tsetse Fly
                Medicine and Health Sciences
                Infectious Diseases
                Disease Vectors
                Insect Vectors
                Tsetse Fly
                Biology and Life Sciences
                Species Interactions
                Disease Vectors
                Insect Vectors
                Tsetse Fly
                People and Places
                Geographical Locations
                Africa
                Zimbabwe
                Biology and Life Sciences
                Population Biology
                Population Dynamics
                Custom metadata
                vor-update-to-uncorrected-proof
                2020-05-19
                All relevant data are within the manuscript and its Supporting Information files.

                Infectious disease & Microbiology
                Infectious disease & Microbiology

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