title: Modeling the Response of Anopheles gambiae (Diptera: Culicidae) Populations in the Kenya Highlands to a Rise in Mean Annual Temperature.
abstract: A dynamical model of Anopheles gambiae larval and adult populations is constructed that matches temperature-dependent maturation times and mortality measured experimentally as well as larval instar and adult mosquito emergence data from field studies in the Kenya Highlands. Spectral classification of high-resolution satellite imagery is used to estimate household density. Indoor resting densities collected over a period of one year combined with predictions of the dynamical model give estimates of both aquatic habitat and total adult mosquito densities. Temperature and precipitation patterns are derived from monthly records. Precipitation patterns are compared with average and extreme habitat estimates to estimate available aquatic habitat in an annual cycle. These estimates are coupled with the original model to produce estimates of adult and larval populations dependent on changing aquatic carrying capacity for larvae and changing maturation and mortality dependent on temperature. This paper offers a general method for estimating the total area of aquatic habitat in a given region, based on larval counts, emergence rates, indoor resting density data, and number of households.Altering the average daily temperature and the average daily rainfall simulates the effect of climate change on annual cycles of prevalence of An. gambiae adults. We show that small increases in average annual temperature have a large impact on adult mosquito density, whether measured at model equilibrium values for a single square meter of habitat or tracked over the course of a year of varying habitat availability and temperature.
authors.affiliation: Dartmouth College, Hanover, NH, (dwallace@math.dartmouth.edu; Jacob.F.Savos.16@dartmouth.edu; Ann.M.Dunham.16@dartmouth.edu; jonathan.w.chipman@dartmouth.edu; xun.shi@dartmouth.edu).
authors.forename: Dorothy
authors.initials: D
authors.lastname: Wallace
authors.affiliation: Department of Mathematics, University of Kentucky, Lexington, KY (prosper.olivia@gmail.com).
authors.forename: Olivia
authors.initials: O
authors.lastname: Prosper
authors.affiliation: Dartmouth College, Hanover, NH, (dwallace@math.dartmouth.edu; Jacob.F.Savos.16@dartmouth.edu; Ann.M.Dunham.16@dartmouth.edu; jonathan.w.chipman@dartmouth.edu; xun.shi@dartmouth.edu).
authors.forename: Jacob
authors.initials: J
authors.lastname: Savos
authors.affiliation: Dartmouth College, Hanover, NH, (dwallace@math.dartmouth.edu; Jacob.F.Savos.16@dartmouth.edu; Ann.M.Dunham.16@dartmouth.edu; jonathan.w.chipman@dartmouth.edu; xun.shi@dartmouth.edu).
authors.forename: Ann M
authors.initials: AM
authors.lastname: Dunham
authors.affiliation: Dartmouth College, Hanover, NH, (dwallace@math.dartmouth.edu; Jacob.F.Savos.16@dartmouth.edu; Ann.M.Dunham.16@dartmouth.edu; jonathan.w.chipman@dartmouth.edu; xun.shi@dartmouth.edu).
authors.forename: Jonathan W
authors.initials: JW
authors.lastname: Chipman
authors.affiliation: Dartmouth College, Hanover, NH, (dwallace@math.dartmouth.edu; Jacob.F.Savos.16@dartmouth.edu; Ann.M.Dunham.16@dartmouth.edu; jonathan.w.chipman@dartmouth.edu; xun.shi@dartmouth.edu).
authors.forename: Xun
authors.initials: X
authors.lastname: Shi
authors.affiliation: Kenya Medical Research Institute, Nairobi, Kenya (bndenga@yahoo.com; githeko@yahoo.com).
authors.forename: Bryson
authors.initials: B
authors.lastname: Ndenga
authors.affiliation: Kenya Medical Research Institute, Nairobi, Kenya (bndenga@yahoo.com; githeko@yahoo.com).
authors.forename: Andrew
authors.initials: A
authors.lastname: Githeko
mesh_terms: D000818:Animals; D000852:Anopheles / Q000254:growth & development / Q000502:physiology*; D057231:Climate Change; D017753:Ecosystem; D005260:Female; D007630:Kenya; D007814:Larva / Q000254:growth & development / Q000502:physiology; D008297:Male; D008954:Models, Biological; D013696:Temperature
keywords: Anopheles gambiae; carrying capacity; climate change; mosquito population model