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...
Main Authors: | , , , , , |
---|---|
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 |
id |
doaj-87343f311bf6406988aa69b2dd2295b4 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT najmulhaider microclimatictemperaturesincreasethepotentialforvectorbornediseasetransmissioninthescandinavianclimate AT carstenkirkeby microclimatictemperaturesincreasethepotentialforvectorbornediseasetransmissioninthescandinavianclimate AT birgitkristensen microclimatictemperaturesincreasethepotentialforvectorbornediseasetransmissioninthescandinavianclimate AT lenejungkjær microclimatictemperaturesincreasethepotentialforvectorbornediseasetransmissioninthescandinavianclimate AT jenshavskovsørensen microclimatictemperaturesincreasethepotentialforvectorbornediseasetransmissioninthescandinavianclimate AT renebødker microclimatictemperaturesincreasethepotentialforvectorbornediseasetransmissioninthescandinavianclimate |
_version_ |
1724393103688728576 |