Improved calibration procedures for the EM27/SUN spectrometers of the COllaborative Carbon Column Observing Network (COCCON)

<p>In this study, an extension on the previously reported status of the COllaborative Carbon Column Observing Network's (COCCON) calibration procedures incorporating refined methods is presented. COCCON is a global network of portable Bruker EM27/SUN FTIR spectrometers for deriving column...

Full description

Bibliographic Details
Main Authors: C. Alberti, F. Hase, M. Frey, D. Dubravica, T. Blumenstock, A. Dehn, P. Castracane, G. Surawicz, R. Harig, B. C. Baier, C. Bès, J. Bi, H. Boesch, A. Butz, Z. Cai, J. Chen, S. M. Crowell, N. M. Deutscher, D. Ene, J. E. Franklin, O. García, D. Griffith, B. Grouiez, M. Grutter, A. Hamdouni, S. Houweling, N. Humpage, N. Jacobs, S. Jeong, L. Joly, N. B. Jones, D. Jouglet, R. Kivi, R. Kleinschek, M. Lopez, D. J. Medeiros, I. Morino, N. Mostafavipak, A. Müller, H. Ohyama, P. I. Palmer, M. Pathakoti, D. F. Pollard, U. Raffalski, M. Ramonet, R. Ramsay, M. K. Sha, K. Shiomi, W. Simpson, W. Stremme, Y. Sun, H. Tanimoto, Y. Té, G. M. Tsidu, V. A. Velazco, F. Vogel, M. Watanabe, C. Wei, D. Wunch, M. Yamasoe, L. Zhang, J. Orphal
Format: Article
Language:English
Published: Copernicus Publications 2022-04-01
Series:Atmospheric Measurement Techniques
Online Access:https://amt.copernicus.org/articles/15/2433/2022/amt-15-2433-2022.pdf
_version_ 1828766628992516096
author C. Alberti
F. Hase
M. Frey
D. Dubravica
T. Blumenstock
A. Dehn
P. Castracane
G. Surawicz
R. Harig
B. C. Baier
B. C. Baier
C. Bès
J. Bi
H. Boesch
A. Butz
Z. Cai
J. Chen
S. M. Crowell
N. M. Deutscher
D. Ene
J. E. Franklin
O. García
D. Griffith
B. Grouiez
M. Grutter
A. Hamdouni
S. Houweling
S. Houweling
N. Humpage
N. Jacobs
N. Jacobs
S. Jeong
L. Joly
N. B. Jones
D. Jouglet
R. Kivi
R. Kleinschek
M. Lopez
D. J. Medeiros
I. Morino
N. Mostafavipak
A. Müller
H. Ohyama
P. I. Palmer
P. I. Palmer
M. Pathakoti
D. F. Pollard
U. Raffalski
M. Ramonet
R. Ramsay
M. K. Sha
K. Shiomi
W. Simpson
W. Stremme
Y. Sun
H. Tanimoto
Y. Té
G. M. Tsidu
V. A. Velazco
F. Vogel
M. Watanabe
C. Wei
D. Wunch
M. Yamasoe
L. Zhang
J. Orphal
J. Orphal
author_facet C. Alberti
F. Hase
M. Frey
D. Dubravica
T. Blumenstock
A. Dehn
P. Castracane
G. Surawicz
R. Harig
B. C. Baier
B. C. Baier
C. Bès
J. Bi
H. Boesch
A. Butz
Z. Cai
J. Chen
S. M. Crowell
N. M. Deutscher
D. Ene
J. E. Franklin
O. García
D. Griffith
B. Grouiez
M. Grutter
A. Hamdouni
S. Houweling
S. Houweling
N. Humpage
N. Jacobs
N. Jacobs
S. Jeong
L. Joly
N. B. Jones
D. Jouglet
R. Kivi
R. Kleinschek
M. Lopez
D. J. Medeiros
I. Morino
N. Mostafavipak
A. Müller
H. Ohyama
P. I. Palmer
P. I. Palmer
M. Pathakoti
D. F. Pollard
U. Raffalski
M. Ramonet
R. Ramsay
M. K. Sha
K. Shiomi
W. Simpson
W. Stremme
Y. Sun
H. Tanimoto
Y. Té
G. M. Tsidu
V. A. Velazco
F. Vogel
M. Watanabe
C. Wei
D. Wunch
M. Yamasoe
L. Zhang
J. Orphal
J. Orphal
author_sort C. Alberti
collection DOAJ
description <p>In this study, an extension on the previously reported status of the COllaborative Carbon Column Observing Network's (COCCON) calibration procedures incorporating refined methods is presented. COCCON is a global network of portable Bruker EM27/SUN FTIR spectrometers for deriving column-averaged atmospheric abundances of greenhouse gases. The original laboratory open-path lamp measurements for deriving the instrumental line shape (ILS) of the spectrometer from water vapour lines have been refined and extended to the secondary detector channel incorporated in the EM27/SUN spectrometer for detection of carbon monoxide (CO). The refinements encompass improved spectroscopic line lists for the relevant water lines and a revision of the laboratory pressure measurements used for the analysis of the spectra. The new results are found to be in good agreement with those reported by Frey et al. (2019) and discussed in detail. In addition, a new calibration cell for ILS measurements was designed, constructed and put into service. Spectrometers calibrated since January 2020 were tested using both methods for ILS characterization, open-path (OP) and cell measurements. We demonstrate that both methods can detect the small variations in ILS characteristics between different spectrometers, but the results of the cell method indicate a systematic bias of the OP method. Finally, a revision and extension of the COCCON network instrument-to-instrument calibration factors for <span class="inline-formula">XCO<sub>2</sub></span>, XCO and <span class="inline-formula">XCH<sub>4</sub></span> is presented, incorporating 47 new spectrometers (of 83 in total by now). This calibration is based on the reference EM27/SUN spectrometer operated by the Karlsruhe Institute of Technology (KIT) and spectra collected by the collocated TCCON station Karlsruhe. Variations in the instrumental characteristics of the reference EM27/SUN from 2014 to 2017 were detected, probably arising from realignment and the dual-channel upgrade performed in early 2018. These variations are considered in the evaluation of the instrument-specific calibration factors in order to keep all tabulated calibration results consistent.</p>
first_indexed 2024-12-11T07:11:40Z
format Article
id doaj.art-871c53e1d30a44a3b942f53bfbf2d7e9
institution Directory Open Access Journal
issn 1867-1381
1867-8548
language English
last_indexed 2024-12-11T07:11:40Z
publishDate 2022-04-01
publisher Copernicus Publications
record_format Article
series Atmospheric Measurement Techniques
spelling doaj.art-871c53e1d30a44a3b942f53bfbf2d7e92022-12-22T01:16:21ZengCopernicus PublicationsAtmospheric Measurement Techniques1867-13811867-85482022-04-01152433246310.5194/amt-15-2433-2022Improved calibration procedures for the EM27/SUN spectrometers of the COllaborative Carbon Column Observing Network (COCCON)C. Alberti0F. Hase1M. Frey2D. Dubravica3T. Blumenstock4A. Dehn5P. Castracane6G. Surawicz7R. Harig8B. C. Baier9B. C. Baier10C. Bès11J. Bi12H. Boesch13A. Butz14Z. Cai15J. Chen16S. M. Crowell17N. M. Deutscher18D. Ene19J. E. Franklin20O. García21D. Griffith22B. Grouiez23M. Grutter24A. Hamdouni25S. Houweling26S. Houweling27N. Humpage28N. Jacobs29N. Jacobs30S. Jeong31L. Joly32N. B. Jones33D. Jouglet34R. Kivi35R. Kleinschek36M. Lopez37D. J. Medeiros38I. Morino39N. Mostafavipak40A. Müller41H. Ohyama42P. I. Palmer43P. I. Palmer44M. Pathakoti45D. F. Pollard46U. Raffalski47M. Ramonet48R. Ramsay49M. K. Sha50K. Shiomi51W. Simpson52W. Stremme53Y. Sun54H. Tanimoto55Y. Té56G. M. Tsidu57V. A. Velazco58F. Vogel59M. Watanabe60C. Wei61D. Wunch62M. Yamasoe63L. Zhang64J. Orphal65J. Orphal66Institute of Meteorology and Climate Research (IMK-ASF), Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyInstitute of Meteorology and Climate Research (IMK-ASF), Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyNational Institute for Environmental Studies (NIES), Tsukuba, JapanInstitute of Meteorology and Climate Research (IMK-ASF), Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyInstitute of Meteorology and Climate Research (IMK-ASF), Karlsruhe Institute of Technology (KIT), Karlsruhe, GermanyEuropean Space Agency/Centre for Earth Observation (ESA/ESRIN), Frascati, ItalyEuropean Space Agency/Centre for Earth Observation (ESA/ESRIN), Frascati, ItalyBruker Optics GmbH, Ettlingen, GermanyBruker Optics GmbH, Ettlingen, GermanyCooperative Institute for Research in Environmental Sciences (CIRES), University of Colorado-Boulder, Boulder, CO, USAEarth System Research Laboratory Global Monitoring Division, National Oceanic and Atmospheric Administration(NOAA), Boulder, CO, USACentre National d'Etudes Spatiales (CNES), Paris, France​​​​​​​Key Laboratory for Semi-Arid Climate Change of the Ministry of Education, College of Atmospheric Sciences, Lanzhou University, Lanzhou, China​​​​​​​National Centre for Earth Observation, University of Leicester, Leicester, UKInstitut für Umweltphysik, Universität Heidelberg, Heidelberg, GermanyCarbon Neutrality Research Center, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, ChinaEnvironmental Sensing and Modeling, Department of Electrical and Computer Engineering, Technische Universität München, Munich, GermanyCollege of Atmospheric and Geographic Sciences, University of Oklahoma, Norman, OK, USACentre for Atmospheric Chemistry, University of Wollongong, Wollongong, NSW, Australia​​​​​​​National Institute of R&D for Optoelectronics INOE 2000, Măgurele, Ilfov, RomaniaSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USAIzaña Atmospheric Research Centre (IARC), State Meteorological Agency of Spain (AEMet), Santa Cruz de Tenerife, SpainCentre for Atmospheric Chemistry, University of Wollongong, Wollongong, NSW, Australia​​​​​​​Groupe de Spectrométrie Moléculaire et Atmosphérique (GSMA), Université de Reims-Champagne Ardenne, UMR CNRS 7331, Moulin de la Housse, BP 1039, 51687 CEDEX 2 Reims, FranceCentro de Ciencias de la Atmósfera, Universidad Nacional Autónoma de México, Mexico City, MexicoGroupe de Spectrométrie Moléculaire et Atmosphérique (GSMA), Université de Reims-Champagne Ardenne, UMR CNRS 7331, Moulin de la Housse, BP 1039, 51687 CEDEX 2 Reims, FranceSRON Netherlands Institute for Space Research, Utrecht, the NetherlandsDepartment of Earth Sciences, Vrije Universiteit Amsterdam, Amsterdam, the NetherlandsNational Centre for Earth Observation, University of Leicester, Leicester, UKDepartment of Chemistry and the Geophysical Institute, University of Alaska Fairbanks, Fairbanks, AK, USACooperative Institute for Research in the Atmosphere (CIRA), Colorado State University, Fort Collins, CO, USADepartment of Environmental Planning, Graduate School of Environmental Studies, Seoul National University, Seoul, Republic of KoreaGroupe de Spectrométrie Moléculaire et Atmosphérique (GSMA), Université de Reims-Champagne Ardenne, UMR CNRS 7331, Moulin de la Housse, BP 1039, 51687 CEDEX 2 Reims, FranceCentre for Atmospheric Chemistry, University of Wollongong, Wollongong, NSW, Australia​​​​​​​Centre National d'Etudes Spatiales (CNES), Paris, France​​​​​​​Space and Earth Observation Centre, Finnish Meteorological Institute, Sodankylä, FinlandInstitut für Umweltphysik, Universität Heidelberg, Heidelberg, GermanyUniversité Paris-Saclay, CEA, CNRS, UVSQ, Laboratoire des Sciences du Climat et de l'Environnement (LSCE/IPSL), Gif-sur-Yvette, FranceDepartamento de Ciências Atmosféricas, Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Universidade de São Paulo, São Paulo, BrazilNational Institute for Environmental Studies (NIES), Tsukuba, JapanDepartment of Physics, University of Toronto, Toronto, CanadaNational Institute for Environmental Studies (NIES), Tsukuba, JapanNational Institute for Environmental Studies (NIES), Tsukuba, JapanSchool of GeoSciences, University of Edinburgh, Edinburgh, UKNational Centre for Earth Observation, University of Edinburgh, Edinburgh, UKEarth and Climate Sciences Area (ECSA), National Remote Sensing Centre (NRSC), ISRO, Hyderabad, IndiaNational Institute of Water and Atmospheric Research Ltd (NIWA), Lauder, New ZealandSwedish Institute of Space Physics, Kiruna, SwedenUniversité Paris-Saclay, CEA, CNRS, UVSQ, Laboratoire des Sciences du Climat et de l'Environnement (LSCE/IPSL), Gif-sur-Yvette, FranceNERC Field Spectroscopy Facility, James Hutton Road, Edinburgh, EH9 3FE, UKRoyal Belgian Institute for Space Aeronomy (BIRA-IASB), Brussels, BelgiumEarth Observation Research Center, Japan Aerospace Exploration Agency (JAXA), Tsukuba, Ibaraki, JapanDepartment of Chemistry and the Geophysical Institute, University of Alaska Fairbanks, Fairbanks, AK, USACentro de Ciencias de la Atmósfera, Universidad Nacional Autónoma de México, Mexico City, MexicoAnhui Institute of Optics and Fine Mechanics, HFIPS, Chinese Academy of Sciences, Hefei, ChinaNational Institute for Environmental Studies (NIES), Tsukuba, JapanLaboratoire d'Etudes du Rayonnement et de la Matière en Astrophysique et Atmosphères (LERMA-IPSL), Sorbonne Université, Paris, FranceDepartment of Earth and Environmental Sciences, Botswana International University of Science and Technology, Palapye, Botswana​​​​​​​Centre for Atmospheric Chemistry, University of Wollongong, Wollongong, NSW, Australia​​​​​​​Climate Research Division, Environment and Climate Change Canada, Toronto, CanadaResearch and Development Initiative, Chuo University, Bunkyo-ku, Tokyo, JapanShanghai Carbon Data Research Center, Shanghai Advanced Research Institute (SARI), Chinese Academy of Sciences, Shanghai, ChinaDepartment of Physics, University of Toronto, Toronto, CanadaDepartamento de Ciências Atmosféricas, Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Universidade de São Paulo, São Paulo, BrazilNational Satellite Meteorological Center (NSMC), China Meteorological Administration, Beijing, ChinaInstitute of Meteorology and Climate Research (IMK-ASF), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germanynow at: Division 4 “Natural and Built Environment”, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany<p>In this study, an extension on the previously reported status of the COllaborative Carbon Column Observing Network's (COCCON) calibration procedures incorporating refined methods is presented. COCCON is a global network of portable Bruker EM27/SUN FTIR spectrometers for deriving column-averaged atmospheric abundances of greenhouse gases. The original laboratory open-path lamp measurements for deriving the instrumental line shape (ILS) of the spectrometer from water vapour lines have been refined and extended to the secondary detector channel incorporated in the EM27/SUN spectrometer for detection of carbon monoxide (CO). The refinements encompass improved spectroscopic line lists for the relevant water lines and a revision of the laboratory pressure measurements used for the analysis of the spectra. The new results are found to be in good agreement with those reported by Frey et al. (2019) and discussed in detail. In addition, a new calibration cell for ILS measurements was designed, constructed and put into service. Spectrometers calibrated since January 2020 were tested using both methods for ILS characterization, open-path (OP) and cell measurements. We demonstrate that both methods can detect the small variations in ILS characteristics between different spectrometers, but the results of the cell method indicate a systematic bias of the OP method. Finally, a revision and extension of the COCCON network instrument-to-instrument calibration factors for <span class="inline-formula">XCO<sub>2</sub></span>, XCO and <span class="inline-formula">XCH<sub>4</sub></span> is presented, incorporating 47 new spectrometers (of 83 in total by now). This calibration is based on the reference EM27/SUN spectrometer operated by the Karlsruhe Institute of Technology (KIT) and spectra collected by the collocated TCCON station Karlsruhe. Variations in the instrumental characteristics of the reference EM27/SUN from 2014 to 2017 were detected, probably arising from realignment and the dual-channel upgrade performed in early 2018. These variations are considered in the evaluation of the instrument-specific calibration factors in order to keep all tabulated calibration results consistent.</p>https://amt.copernicus.org/articles/15/2433/2022/amt-15-2433-2022.pdf
spellingShingle C. Alberti
F. Hase
M. Frey
D. Dubravica
T. Blumenstock
A. Dehn
P. Castracane
G. Surawicz
R. Harig
B. C. Baier
B. C. Baier
C. Bès
J. Bi
H. Boesch
A. Butz
Z. Cai
J. Chen
S. M. Crowell
N. M. Deutscher
D. Ene
J. E. Franklin
O. García
D. Griffith
B. Grouiez
M. Grutter
A. Hamdouni
S. Houweling
S. Houweling
N. Humpage
N. Jacobs
N. Jacobs
S. Jeong
L. Joly
N. B. Jones
D. Jouglet
R. Kivi
R. Kleinschek
M. Lopez
D. J. Medeiros
I. Morino
N. Mostafavipak
A. Müller
H. Ohyama
P. I. Palmer
P. I. Palmer
M. Pathakoti
D. F. Pollard
U. Raffalski
M. Ramonet
R. Ramsay
M. K. Sha
K. Shiomi
W. Simpson
W. Stremme
Y. Sun
H. Tanimoto
Y. Té
G. M. Tsidu
V. A. Velazco
F. Vogel
M. Watanabe
C. Wei
D. Wunch
M. Yamasoe
L. Zhang
J. Orphal
J. Orphal
Improved calibration procedures for the EM27/SUN spectrometers of the COllaborative Carbon Column Observing Network (COCCON)
Atmospheric Measurement Techniques
title Improved calibration procedures for the EM27/SUN spectrometers of the COllaborative Carbon Column Observing Network (COCCON)
title_full Improved calibration procedures for the EM27/SUN spectrometers of the COllaborative Carbon Column Observing Network (COCCON)
title_fullStr Improved calibration procedures for the EM27/SUN spectrometers of the COllaborative Carbon Column Observing Network (COCCON)
title_full_unstemmed Improved calibration procedures for the EM27/SUN spectrometers of the COllaborative Carbon Column Observing Network (COCCON)
title_short Improved calibration procedures for the EM27/SUN spectrometers of the COllaborative Carbon Column Observing Network (COCCON)
title_sort improved calibration procedures for the em27 sun spectrometers of the collaborative carbon column observing network coccon
url https://amt.copernicus.org/articles/15/2433/2022/amt-15-2433-2022.pdf
work_keys_str_mv AT calberti improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT fhase improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT mfrey improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT ddubravica improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT tblumenstock improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT adehn improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT pcastracane improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT gsurawicz improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT rharig improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT bcbaier improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT bcbaier improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT cbes improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT jbi improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT hboesch improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT abutz improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT zcai improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT jchen improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT smcrowell improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT nmdeutscher improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT dene improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT jefranklin improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT ogarcia improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT dgriffith improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT bgrouiez improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT mgrutter improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT ahamdouni improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT shouweling improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT shouweling improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT nhumpage improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT njacobs improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT njacobs improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT sjeong improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT ljoly improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT nbjones improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT djouglet improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT rkivi improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT rkleinschek improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT mlopez improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT djmedeiros improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT imorino improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT nmostafavipak improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT amuller improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT hohyama improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT pipalmer improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT pipalmer improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT mpathakoti improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT dfpollard improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT uraffalski improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT mramonet improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT rramsay improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT mksha improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT kshiomi improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT wsimpson improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT wstremme improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT ysun improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT htanimoto improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT yte improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT gmtsidu improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT vavelazco improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT fvogel improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT mwatanabe improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT cwei improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT dwunch improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT myamasoe improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT lzhang improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT jorphal improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon
AT jorphal improvedcalibrationproceduresfortheem27sunspectrometersofthecollaborativecarboncolumnobservingnetworkcoccon