Outdoor Air Temperature Measurement: A Semi-Empirical Model to Characterize Shelter Performance

Shelters used to protect air temperature sensors from solar radiation induce a measurement error. This work presents a semi-empirical model based on meteorological variables to evaluate this error. The model equation is based on the analytical solution of a simplified energy balance performed on a n...

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Main Authors: Jérémy Bernard, Pascal Kéravec, Benjamin Morille, Erwan Bocher, Marjorie Musy, Isabelle Calmet
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Climate
Subjects:
Online Access:https://www.mdpi.com/2225-1154/7/2/26
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spelling doaj-031295ca6b1643aea86284e0d71682642020-11-25T01:13:40ZengMDPI AGClimate2225-11542019-02-01722610.3390/cli7020026cli7020026Outdoor Air Temperature Measurement: A Semi-Empirical Model to Characterize Shelter PerformanceJérémy Bernard0Pascal Kéravec1Benjamin Morille2Erwan Bocher3Marjorie Musy4Isabelle Calmet5Centre National de la Recherche Scientifique, UMR 6285, 56000 Vannes, FranceCentre National de la Recherche Scientifique, IRSTV, FR 2488, 44321 Nantes, FranceCentre National de la Recherche Scientifique, IRSTV, FR 2488, 44321 Nantes, FranceCentre National de la Recherche Scientifique, UMR 6285, 56000 Vannes, FranceCentre National de la Recherche Scientifique, IRSTV, FR 2488, 44321 Nantes, FranceCentre National de la Recherche Scientifique, IRSTV, FR 2488, 44321 Nantes, FranceShelters used to protect air temperature sensors from solar radiation induce a measurement error. This work presents a semi-empirical model based on meteorological variables to evaluate this error. The model equation is based on the analytical solution of a simplified energy balance performed on a naturally ventilated shelter. Two main physical error causes are identified from this equation: one is due to the shelter response time and the other is due to its solar radiation sensitivity. A shelter intercomparison measurement campaign performed by the World Meteorological Organization (WMO) is used to perform a non-linear regression of the model coefficients. The regression coefficient values obtained for each shelter are found to be consistent with their expected physical behavior. They are then used to simply classify shelters according to their response time and radiation sensitivity characteristics. Finally, the ability of the model to estimate the temperature error within a given shelter is assessed and compared to the one of two existing models (proposed by Cheng and by Nakamura). For low-response-time shelters, our results reduce the root mean square error by about 15% (0.07 K) on average when compared with other compensation schemes.https://www.mdpi.com/2225-1154/7/2/26response timeshelter intercomparisonmeasurement errorair temperature correctionempirical modeling
collection DOAJ
language English
format Article
sources DOAJ
author Jérémy Bernard
Pascal Kéravec
Benjamin Morille
Erwan Bocher
Marjorie Musy
Isabelle Calmet
spellingShingle Jérémy Bernard
Pascal Kéravec
Benjamin Morille
Erwan Bocher
Marjorie Musy
Isabelle Calmet
Outdoor Air Temperature Measurement: A Semi-Empirical Model to Characterize Shelter Performance
Climate
response time
shelter intercomparison
measurement error
air temperature correction
empirical modeling
author_facet Jérémy Bernard
Pascal Kéravec
Benjamin Morille
Erwan Bocher
Marjorie Musy
Isabelle Calmet
author_sort Jérémy Bernard
title Outdoor Air Temperature Measurement: A Semi-Empirical Model to Characterize Shelter Performance
title_short Outdoor Air Temperature Measurement: A Semi-Empirical Model to Characterize Shelter Performance
title_full Outdoor Air Temperature Measurement: A Semi-Empirical Model to Characterize Shelter Performance
title_fullStr Outdoor Air Temperature Measurement: A Semi-Empirical Model to Characterize Shelter Performance
title_full_unstemmed Outdoor Air Temperature Measurement: A Semi-Empirical Model to Characterize Shelter Performance
title_sort outdoor air temperature measurement: a semi-empirical model to characterize shelter performance
publisher MDPI AG
series Climate
issn 2225-1154
publishDate 2019-02-01
description Shelters used to protect air temperature sensors from solar radiation induce a measurement error. This work presents a semi-empirical model based on meteorological variables to evaluate this error. The model equation is based on the analytical solution of a simplified energy balance performed on a naturally ventilated shelter. Two main physical error causes are identified from this equation: one is due to the shelter response time and the other is due to its solar radiation sensitivity. A shelter intercomparison measurement campaign performed by the World Meteorological Organization (WMO) is used to perform a non-linear regression of the model coefficients. The regression coefficient values obtained for each shelter are found to be consistent with their expected physical behavior. They are then used to simply classify shelters according to their response time and radiation sensitivity characteristics. Finally, the ability of the model to estimate the temperature error within a given shelter is assessed and compared to the one of two existing models (proposed by Cheng and by Nakamura). For low-response-time shelters, our results reduce the root mean square error by about 15% (0.07 K) on average when compared with other compensation schemes.
topic response time
shelter intercomparison
measurement error
air temperature correction
empirical modeling
url https://www.mdpi.com/2225-1154/7/2/26
work_keys_str_mv AT jeremybernard outdoorairtemperaturemeasurementasemiempiricalmodeltocharacterizeshelterperformance
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AT benjaminmorille outdoorairtemperaturemeasurementasemiempiricalmodeltocharacterizeshelterperformance
AT erwanbocher outdoorairtemperaturemeasurementasemiempiricalmodeltocharacterizeshelterperformance
AT marjoriemusy outdoorairtemperaturemeasurementasemiempiricalmodeltocharacterizeshelterperformance
AT isabellecalmet outdoorairtemperaturemeasurementasemiempiricalmodeltocharacterizeshelterperformance
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