{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,22]],"date-time":"2026-06-22T14:55:49Z","timestamp":1782140149911,"version":"3.54.5"},"reference-count":66,"publisher":"MDPI AG","issue":"23","license":[{"start":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T00:00:00Z","timestamp":1733097600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"European Space Agency","award":["4000118181\/16\/I-EF"],"award-info":[{"award-number":["4000118181\/16\/I-EF"]}]},{"name":"European Space Agency","award":["4000135355\/21\/I-DT-lr"],"award-info":[{"award-number":["4000135355\/21\/I-DT-lr"]}]},{"name":"European Space Agency","award":["FSIRI\/00\/AC1"],"award-info":[{"award-number":["FSIRI\/00\/AC1"]}]},{"name":"ACTRIS European Research Infrastructure","award":["4000118181\/16\/I-EF"],"award-info":[{"award-number":["4000118181\/16\/I-EF"]}]},{"name":"ACTRIS European Research Infrastructure","award":["4000135355\/21\/I-DT-lr"],"award-info":[{"award-number":["4000135355\/21\/I-DT-lr"]}]},{"name":"ACTRIS European Research Infrastructure","award":["FSIRI\/00\/AC1"],"award-info":[{"award-number":["FSIRI\/00\/AC1"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>The UV\u2013Visible Working Group of the Network for the Detection of Atmospheric Composition Changes (NDACC) focuses on the monitoring of air-quality-related stratospheric and tropospheric trace gases in support of trend analysis, satellite validation and model studies. Tropospheric measurements are based on MAX-DOAS-type instruments that progressively emerged in the years 2010 onward. In the interest of improving the overall consistency of the NDACC MAX-DOAS network and facilitating its further extension to the benefit of satellite validation, the ESA initiated, in late 2016, the FRM4DOAS project, which aimed to set up the first centralised data processing system for MAX-DOAS-type instruments. Developed by a consortium of European scientists with proven expertise in measurements, data extraction algorithms and software design specialities, the system has now reached pre-operational status and has demonstrated its ability to deliver a set of quality-controlled atmospheric composition data products with a latency of one day. The processing system has been designed using a highly modular approach, making it easy to integrate new tools or processing updates. It incorporates advanced algorithms selected by community consensus for the retrieval of total ozone, lower tropospheric and stratospheric NO2 vertical profiles and formaldehyde profiles. The ozone and NO2 products are currently generated from a total of 22 stations and delivered daily to the NDACC rapid delivery (RD) repository, with an additional mirroring to the ESA Validation Data Centre (EVDC). Although it is still operated in a pre-operational\/demonstrational mode, FRM4DOAS was already used for several validation and science studies, and it was also deployed in support of field campaigns for the validation of the TROPOMI and GEMS satellite missions. It recently went through a CEOS-FRM self-assessment process aiming at assessing the level of maturity of the service in terms of instrumentation, operations, data sampling, metrology and verification. Based on this evaluation, it falls under class C, which is a good rating but also implies that further improvements are needed to reach full compliance with FRM standards, i.e., class A.<\/jats:p>","DOI":"10.3390\/rs16234523","type":"journal-article","created":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T04:04:04Z","timestamp":1733198644000},"page":"4523","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Fiducial Reference Measurements for Air Quality Monitoring Using Ground-Based MAX-DOAS Instruments (FRM4DOAS)"],"prefix":"10.3390","volume":"16","author":[{"given":"Michel","family":"Van Roozendael","sequence":"first","affiliation":[{"name":"Royal Belgian Institute for Space Aeronomy, Ringlaan-3, 1180 Brussels, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francois","family":"Hendrick","sequence":"additional","affiliation":[{"name":"Royal Belgian Institute for Space Aeronomy, Ringlaan-3, 1180 Brussels, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4752-1837","authenticated-orcid":false,"given":"Martina M.","family":"Friedrich","sequence":"additional","affiliation":[{"name":"Royal Belgian Institute for Space Aeronomy, Ringlaan-3, 1180 Brussels, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-1560-6621","authenticated-orcid":false,"given":"Caroline","family":"Fayt","sequence":"additional","affiliation":[{"name":"Royal Belgian Institute for Space Aeronomy, Ringlaan-3, 1180 Brussels, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3899-2001","authenticated-orcid":false,"given":"Alkis","family":"Bais","sequence":"additional","affiliation":[{"name":"Laboratory of Atmospheric Physics, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steffen","family":"Beirle","sequence":"additional","affiliation":[{"name":"Max Planck Institute for Chemistry, Hahn-Meitner-Weg 1, 55128 Mainz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tim","family":"B\u00f6sch","sequence":"additional","affiliation":[{"name":"Institute for Environmental Physics, University of Bremen, Otto-Hahn-Allee 1, 28359 Bremen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Monica","family":"Navarro Comas","sequence":"additional","affiliation":[{"name":"National Institute for Aerospace Technology, Ctra. de Ajalvir, km 4, 28850 Torrej\u00f3n de Ardoz, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Udo","family":"Friess","sequence":"additional","affiliation":[{"name":"Institute of Environmental Physics, University of Heidelberg, Grabengasse 1, 69117 Heidelberg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3595-0538","authenticated-orcid":false,"given":"Dimitris","family":"Karagkiozidis","sequence":"additional","affiliation":[{"name":"Laboratory of Atmospheric Physics, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Karin","family":"Kreher","sequence":"additional","affiliation":[{"name":"BK Scientific, 42 Astheimerweg, 55130 Mainz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexis","family":"Merlaud","sequence":"additional","affiliation":[{"name":"Royal Belgian Institute for Space Aeronomy, Ringlaan-3, 1180 Brussels, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5428-916X","authenticated-orcid":false,"given":"Gaia","family":"Pinardi","sequence":"additional","affiliation":[{"name":"Royal Belgian Institute for Space 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