Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Modified Target Diagram to check compliance of low-cost sensors with the Data Quality Objectives of the European air quality directive
The modified Target Diagram (MTD) was developed to evaluate the performance of low-cost sensors (LCS) for air quality monitoring in comparison with reference methods by reporting relative expanded uncertainty and its contributors. An MTD provides several pieces of information, including compliance with regulation, sources of error and how to diminish them, completeness and validity of LCS calibration etc. It allows the user to examine the effect of selecting different regression types and residual fitting on the LCS measurement uncertainty. The ordinary least squared regression with fitted residuals and dynamic between reference analyser uncertainty rather than constant ones yielded more realistic LCS measurement uncertainty compared to other options. The MTD is a fast visual tool to extract several pieces of information on evaluation of any candidate method against reference method. ; publishedVersion
Modified Target Diagram to check compliance of low-cost sensors with the Data Quality Objectives of the European air quality directive
The modified Target Diagram (MTD) was developed to evaluate the performance of low-cost sensors (LCS) for air quality monitoring in comparison with reference methods by reporting relative expanded uncertainty and its contributors. An MTD provides several pieces of information, including compliance with regulation, sources of error and how to diminish them, completeness and validity of LCS calibration etc. It allows the user to examine the effect of selecting different regression types and residual fitting on the LCS measurement uncertainty. The ordinary least squared regression with fitted residuals and dynamic between reference analyser uncertainty rather than constant ones yielded more realistic LCS measurement uncertainty compared to other options. The MTD is a fast visual tool to extract several pieces of information on evaluation of any candidate method against reference method. ; publishedVersion
Modified Target Diagram to check compliance of low-cost sensors with the Data Quality Objectives of the European air quality directive
Yatkin, Sinan (Autor:in) / Gerboles, Michel (Autor:in) / Borowiak, Annette (Autor:in) / Davila, Silvije (Autor:in) / Spinelle, Laurent (Autor:in) / Bartonova, Alena (Autor:in) / Dauge, Franck Rene (Autor:in) / Schneider, Philipp (Autor:in) / Van Poppel, Martine (Autor:in) / Peters, Jan (Autor:in)
01.01.2022
cristin:1996890
10 ; 15 ; Atmospheric Environment ; 118967
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
DDC:
690
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