Empirical Dynamic Modelling Identifies different Responses of Aedes Polynesiensis Subpopulations to Natural Environmental Variables
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https://osnadocs.ub.uni-osnabrueck.de/handle/urn:nbn:de:gbv:700-201904101362
https://osnadocs.ub.uni-osnabrueck.de/handle/urn:nbn:de:gbv:700-201904101362
Title: | Empirical Dynamic Modelling Identifies different Responses of Aedes Polynesiensis Subpopulations to Natural Environmental Variables |
Authors: | Grziwotz, Florian Strauß, Jakob Friedrich Hsieh, Chih-hao Telschow, Arndt |
Abstract: | To control mosquito populations for managing vector-borne diseases, a critical need is to identify and predict their response to causal environmental variables. However, most existing attempts rely on linear approaches based on correlation, which cannot apply in complex, nonlinear natural systems, because correlation is neither a necessary nor sufficient condition for causation. Applying empirical dynamic modelling that acknowledges nonlinear dynamics on nine subpopulations of tiger mosquitos from three neighbouring reef islets of the Raiatea atoll, we identified temperature, precipitation, dew point, air pressure, and mean tide level as causal environmental variables. Interestingly, responses of subpopulations in close proximity (100–500 m) differed with respect to their causal environmental variables and the time delay of effect, highlighting complexity in mosquito-environment causality network. Moreover, we demonstrated how to explore the effects of changing environmental variables on number and strength of mosquito outbreaks, providing a new framework for pest control and disease vector ecology. |
Citations: | Scientific Reports, Volume 8, Article number: 16768 (2018), S. 1-10 |
URL: | https://osnadocs.ub.uni-osnabrueck.de/handle/urn:nbn:de:gbv:700-201904101362 |
Subject Keywords: | Aedes Polynesiensis; vector-borne diseases; tiger mosquitos |
Issue Date: | 13-Nov-2018 |
License name: | Attribution 4.0 International |
License url: | http://creativecommons.org/licenses/by/4.0/ |
Type of publication: | Einzelbeitrag in einer wissenschaftlichen Zeitschrift [article] |
Appears in Collections: | FB06 - Hochschulschriften Open-Access-Publikationsfonds |
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File | Description | Size | Format | |
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ScientificReports_8_16768_2018_Grziwotz.pdf | Research article | 2,13 MB | Adobe PDF | ScientificReports_8_16768_2018_Grziwotz.pdf View/Open |
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