Microclimatic temperatures increase the potential for vector-borne disease transmission in the Scandinavian climate

Abstract We quantified the difference between the meteorological temperature recorded by the Danish Meteorological Institute (DMI) weather stations and the actual microclimatic temperatures at two or three different heights at six potential insect habitats. We then compared the impact of the hourly...

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Main Authors: Najmul Haider, Carsten Kirkeby, Birgit Kristensen, Lene Jung Kjær, Jens Havskov Sørensen, Rene Bødker
Format: Article
Language:English
Published: Nature Publishing Group 2017-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-08514-9
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spelling doaj-87343f311bf6406988aa69b2dd2295b42020-12-08T03:01:55ZengNature Publishing GroupScientific Reports2045-23222017-08-017111210.1038/s41598-017-08514-9Microclimatic temperatures increase the potential for vector-borne disease transmission in the Scandinavian climateNajmul Haider0Carsten Kirkeby1Birgit Kristensen2Lene Jung Kjær3Jens Havskov Sørensen4Rene Bødker5National Veterinary Institute, Technical University of DenmarkNational Veterinary Institute, Technical University of DenmarkNational Veterinary Institute, Technical University of DenmarkNational Veterinary Institute, Technical University of DenmarkResearch and Development Department, Danish Meteorological InstituteNational Veterinary Institute, Technical University of DenmarkAbstract We quantified the difference between the meteorological temperature recorded by the Danish Meteorological Institute (DMI) weather stations and the actual microclimatic temperatures at two or three different heights at six potential insect habitats. We then compared the impact of the hourly temperature on the extrinsic incubation period (EIP) of six pathogens. Finally, we developed a regression model, enabling us to predict the microclimatic temperatures of different habitats based on five standard meteorological parameters readily available from any meteorological institution. Microclimatic habitats were on average 3.5–5 °C warmer than the DMI recorded temperatures during midday and 1–3 °C cooler at midnight. The estimated EIP for five of the six microclimatic habitats was shorter than the estimates based on DMI temperatures for all pathogens studied. The microclimatic temperatures also predicted a longer season for virus development compared to DMI temperatures. Based on DMI data of hourly temperature, solar radiation, wind speed, rain and humidity, we were able to predict the microclimatic temperature of different habitats with an R2 of 0.87–0.96. Using only meteorological temperatures for vector-borne disease transmission models may substantially underestimate both the daily potential for virus development and the duration of the potential transmission season.https://doi.org/10.1038/s41598-017-08514-9
collection DOAJ
language English
format Article
sources DOAJ
author Najmul Haider
Carsten Kirkeby
Birgit Kristensen
Lene Jung Kjær
Jens Havskov Sørensen
Rene Bødker
spellingShingle Najmul Haider
Carsten Kirkeby
Birgit Kristensen
Lene Jung Kjær
Jens Havskov Sørensen
Rene Bødker
Microclimatic temperatures increase the potential for vector-borne disease transmission in the Scandinavian climate
Scientific Reports
author_facet Najmul Haider
Carsten Kirkeby
Birgit Kristensen
Lene Jung Kjær
Jens Havskov Sørensen
Rene Bødker
author_sort Najmul Haider
title Microclimatic temperatures increase the potential for vector-borne disease transmission in the Scandinavian climate
title_short Microclimatic temperatures increase the potential for vector-borne disease transmission in the Scandinavian climate
title_full Microclimatic temperatures increase the potential for vector-borne disease transmission in the Scandinavian climate
title_fullStr Microclimatic temperatures increase the potential for vector-borne disease transmission in the Scandinavian climate
title_full_unstemmed Microclimatic temperatures increase the potential for vector-borne disease transmission in the Scandinavian climate
title_sort microclimatic temperatures increase the potential for vector-borne disease transmission in the scandinavian climate
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-08-01
description Abstract We quantified the difference between the meteorological temperature recorded by the Danish Meteorological Institute (DMI) weather stations and the actual microclimatic temperatures at two or three different heights at six potential insect habitats. We then compared the impact of the hourly temperature on the extrinsic incubation period (EIP) of six pathogens. Finally, we developed a regression model, enabling us to predict the microclimatic temperatures of different habitats based on five standard meteorological parameters readily available from any meteorological institution. Microclimatic habitats were on average 3.5–5 °C warmer than the DMI recorded temperatures during midday and 1–3 °C cooler at midnight. The estimated EIP for five of the six microclimatic habitats was shorter than the estimates based on DMI temperatures for all pathogens studied. The microclimatic temperatures also predicted a longer season for virus development compared to DMI temperatures. Based on DMI data of hourly temperature, solar radiation, wind speed, rain and humidity, we were able to predict the microclimatic temperature of different habitats with an R2 of 0.87–0.96. Using only meteorological temperatures for vector-borne disease transmission models may substantially underestimate both the daily potential for virus development and the duration of the potential transmission season.
url https://doi.org/10.1038/s41598-017-08514-9
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