Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)

Producing a global and comprehensive description of atmospheric aerosols requires integration of ground-based, airborne, satellite and model datasets. Due to its complexity, aerosol monitoring requires the use of several data records with complementary information content. This paper describes the l...

Full description

Saved in:

Bibliographic Details
Published in:	Remote sensing (Basel, Switzerland) Vol. 8; no. 5; p. 421
Main Authors:	Popp, Thomas, De Leeuw, Gerrit, Bingen, Christine, Brühl, Christoph, Capelle, Virginie, Chedin, Alain, Clarisse, Lieven, Dubovik, Oleg, Grainger, Roy, Griesfeller, Jan, Heckel, Andreas, Kinne, Stefan, Klüser, Lars, Kosmale, Miriam, Kolmonen, Pekka, Lelli, Luca, Litvinov, Pavel, Mei, Linlu, North, Peter, Pinnock, Simon, Povey, Adam, Robert, Charles, Schulz, Michael, Sogacheva, Larisa, Stebel, Kerstin, Stein Zweers, Deborah, Thomas, Gareth, Tilstra, Lieuwe, Vandenbussche, Sophie, Veefkind, Pepijn, Vountas, Marco, Xue, Yong
Format:	Journal Article
Language:	English
Published:	MDPI AG 16.05.2016
Subjects:	absorbing aerosol aerosols algorithm evolution and climate data record production AOD best practices dust satellite climate data record stratospheric aerosol extinction
ISSN:	2072-4292, 2072-4292
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Abstract	Producing a global and comprehensive description of atmospheric aerosols requires integration of ground-based, airborne, satellite and model datasets. Due to its complexity, aerosol monitoring requires the use of several data records with complementary information content. This paper describes the lessons learned while developing and qualifying algorithms to generate aerosol Climate Data Records (CDR) within the European Space Agency (ESA) Aerosol_cci project. An iterative algorithm development and evaluation cycle involving core users is applied. It begins with the application-specific refinement of user requirements, leading to algorithm development, dataset processing and independent validation followed by user evaluation. This cycle is demonstrated for a CDR of total Aerosol Optical Depth (AOD) from two subsequent dual-view radiometers. Specific aspects of its applicability to other aerosol algorithms are illustrated with four complementary aerosol datasets. An important element in the development of aerosol CDRs is the inclusion of several algorithms evaluating the same data to benefit from various solutions to the ill-determined retrieval problem. The iterative approach has produced a 17-year AOD CDR, a 10-year stratospheric extinction profile CDR and a 35-year Absorbing Aerosol Index record. Further evolution cycles have been initiated for complementary datasets to provide insight into aerosol properties (i.e., dust aerosol, aerosol absorption).
AbstractList	Producing a global and comprehensive description of atmospheric aerosols requires integration of ground-based, airborne, satellite and model datasets. Due to its complexity, aerosol monitoring requires the use of several data records with complementary information content. This paper describes the lessons learned while developing and qualifying algorithms to generate aerosol Climate Data Records (CDR) within the European Space Agency (ESA) Aerosol_cci project. An iterative algorithm development and evaluation cycle involving core users is applied. It begins with the application-specific refinement of user requirements, leading to algorithm development, dataset processing and independent validation followed by user evaluation. This cycle is demonstrated for a CDR of total Aerosol Optical Depth (AOD) from two subsequent dual-view radiometers. Specific aspects of its applicability to other aerosol algorithms are illustrated with four complementary aerosol datasets. An important element in the development of aerosol CDRs is the inclusion of several algorithms evaluating the same data to benefit from various solutions to the ill-determined retrieval problem. The iterative approach has produced a 17-year AOD CDR, a 10-year stratospheric extinction profile CDR and a 35-year Absorbing Aerosol Index record. Further evolution cycles have been initiated for complementary datasets to provide insight into aerosol properties (i.e., dust aerosol, aerosol absorption).
Author	Bingen, Christine Klüser, Lars Pinnock, Simon Popp, Thomas Mei, Linlu Brühl, Christoph Lelli, Luca North, Peter Xue, Yong Thomas, Gareth Stein Zweers, Deborah Stebel, Kerstin Chedin, Alain Grainger, Roy Griesfeller, Jan Litvinov, Pavel Capelle, Virginie Heckel, Andreas Schulz, Michael De Leeuw, Gerrit Tilstra, Lieuwe Kinne, Stefan Veefkind, Pepijn Dubovik, Oleg Robert, Charles Kolmonen, Pekka Povey, Adam Vandenbussche, Sophie Sogacheva, Larisa Clarisse, Lieven Vountas, Marco Kosmale, Miriam
Author_xml	– sequence: 1 givenname: Thomas surname: Popp fullname: Popp, Thomas – sequence: 2 givenname: Gerrit surname: De Leeuw fullname: De Leeuw, Gerrit – sequence: 3 givenname: Christine surname: Bingen fullname: Bingen, Christine – sequence: 4 givenname: Christoph surname: Brühl fullname: Brühl, Christoph – sequence: 5 givenname: Virginie surname: Capelle fullname: Capelle, Virginie – sequence: 6 givenname: Alain surname: Chedin fullname: Chedin, Alain – sequence: 7 givenname: Lieven surname: Clarisse fullname: Clarisse, Lieven – sequence: 8 givenname: Oleg surname: Dubovik fullname: Dubovik, Oleg – sequence: 9 givenname: Roy orcidid: 0000-0003-0709-1315 surname: Grainger fullname: Grainger, Roy – sequence: 10 givenname: Jan surname: Griesfeller fullname: Griesfeller, Jan – sequence: 11 givenname: Andreas surname: Heckel fullname: Heckel, Andreas – sequence: 12 givenname: Stefan surname: Kinne fullname: Kinne, Stefan – sequence: 13 givenname: Lars surname: Klüser fullname: Klüser, Lars – sequence: 14 givenname: Miriam surname: Kosmale fullname: Kosmale, Miriam – sequence: 15 givenname: Pekka surname: Kolmonen fullname: Kolmonen, Pekka – sequence: 16 givenname: Luca orcidid: 0000-0002-6698-1388 surname: Lelli fullname: Lelli, Luca – sequence: 17 givenname: Pavel surname: Litvinov fullname: Litvinov, Pavel – sequence: 18 givenname: Linlu surname: Mei fullname: Mei, Linlu – sequence: 19 givenname: Peter surname: North fullname: North, Peter – sequence: 20 givenname: Simon surname: Pinnock fullname: Pinnock, Simon – sequence: 21 givenname: Adam surname: Povey fullname: Povey, Adam – sequence: 22 givenname: Charles surname: Robert fullname: Robert, Charles – sequence: 23 givenname: Michael surname: Schulz fullname: Schulz, Michael – sequence: 24 givenname: Larisa surname: Sogacheva fullname: Sogacheva, Larisa – sequence: 25 givenname: Kerstin orcidid: 0000-0002-6935-7564 surname: Stebel fullname: Stebel, Kerstin – sequence: 26 givenname: Deborah surname: Stein Zweers fullname: Stein Zweers, Deborah – sequence: 27 givenname: Gareth surname: Thomas fullname: Thomas, Gareth – sequence: 28 givenname: Lieuwe surname: Tilstra fullname: Tilstra, Lieuwe – sequence: 29 givenname: Sophie orcidid: 0000-0002-3966-3747 surname: Vandenbussche fullname: Vandenbussche, Sophie – sequence: 30 givenname: Pepijn surname: Veefkind fullname: Veefkind, Pepijn – sequence: 31 givenname: Marco surname: Vountas fullname: Vountas, Marco – sequence: 32 givenname: Yong surname: Xue fullname: Xue, Yong
BookMark	eNplkVlLAzEQx4MoqNUHv0EeLVhNstkjj6XWAwqKx3OYnczKSropybbgt3etB6LzMuf_xwxzyHa70BFjJ1KcZ5kRFzFVIhdayR12oESpJloZtfsr3mfHKb2KwbJMGqEP2NslbciH1ZK6_ozfx-DW2Leh49A5Pt-AX8M2DQ2fUgwpeD7z7RJ64pfQA38gDNEl3sSw5PN1DCuCjj8Ofe_bYeiuThQ3W0bip18Ii9iOj9heAz7R8Zcfseer-dPsZrK4u76dTRcTzEzRT5wuSyioqpXTtdYiR5OrCqWRoDJZahq6SEWDmGMFhSurAitd15QLQY4wG7HbT64L8GpXcVg-vtkArd0WQnyxEPsWPdlaC11jLl1dCi2bDIzRqBDQlCQLooF18cnC4Y4UqbHY9tvj-gitt1LYj0fYn0cMivEfxfcG_2ffAcC5jIU
CitedBy_id	crossref_primary_10_3390_rs9030253 crossref_primary_10_5194_acp_19_3515_2019 crossref_primary_10_1016_j_atmosres_2021_105802 crossref_primary_10_5194_acp_21_6895_2021 crossref_primary_10_5194_acp_21_87_2021 crossref_primary_10_1109_TGRS_2022_3155503 crossref_primary_10_3390_rs10060848 crossref_primary_10_5194_acp_21_17775_2021 crossref_primary_10_5194_acp_18_1573_2018 crossref_primary_10_1088_1748_9326_ad747a crossref_primary_10_1029_2018JD029929 crossref_primary_10_5194_amt_17_659_2024 crossref_primary_10_1002_joc_5118 crossref_primary_10_1016_j_scitotenv_2021_148958 crossref_primary_10_5194_acp_21_14591_2021 crossref_primary_10_3390_rs15184462 crossref_primary_10_5194_amt_12_4091_2019 crossref_primary_10_5194_amt_11_3205_2018 crossref_primary_10_5194_amt_13_373_2020 crossref_primary_10_1016_j_rse_2017_06_002 crossref_primary_10_1016_j_rse_2017_06_004 crossref_primary_10_1016_j_rse_2020_111731 crossref_primary_10_1002_2016JD025469 crossref_primary_10_5194_amt_13_1387_2020 crossref_primary_10_3390_rs14092231 crossref_primary_10_1109_TGRS_2023_3330544 crossref_primary_10_5194_acp_17_5893_2017 crossref_primary_10_5194_acp_25_3841_2025 crossref_primary_10_1016_j_jqsrt_2020_107270 crossref_primary_10_5194_acp_22_5071_2022 crossref_primary_10_1016_j_atmosres_2022_106480 crossref_primary_10_1016_j_envint_2020_106097 crossref_primary_10_1016_j_scitotenv_2024_178178 crossref_primary_10_3390_atmos12121700 crossref_primary_10_1525_elementa_331 crossref_primary_10_1016_j_atmosres_2019_05_023 crossref_primary_10_5194_acp_17_13165_2017 crossref_primary_10_1029_2018JD029465 crossref_primary_10_1016_j_scitotenv_2023_164456 crossref_primary_10_5194_acp_23_8187_2023 crossref_primary_10_5194_amt_11_2911_2018 crossref_primary_10_1029_2021JD034906 crossref_primary_10_5194_essd_12_1929_2020 crossref_primary_10_1016_j_rse_2025_114899 crossref_primary_10_5194_acp_24_6385_2024 crossref_primary_10_5194_acp_18_5699_2018 crossref_primary_10_5194_essd_16_443_2024 crossref_primary_10_1016_j_atmosres_2022_106374 crossref_primary_10_1038_s41597_025_04694_6 crossref_primary_10_1016_j_chemosphere_2024_142820 crossref_primary_10_5194_acp_18_12845_2018 crossref_primary_10_3390_rs11232877 crossref_primary_10_5194_acp_17_1931_2017 crossref_primary_10_3390_rs11050498 crossref_primary_10_1016_j_atmosres_2025_108133 crossref_primary_10_3390_rs13040822 crossref_primary_10_1016_j_jag_2021_102366 crossref_primary_10_1109_LGRS_2018_2881762 crossref_primary_10_5194_amt_15_5289_2022 crossref_primary_10_1016_j_rse_2017_01_007 crossref_primary_10_3390_rs14040938 crossref_primary_10_5194_tc_15_2781_2021 crossref_primary_10_3390_rs13173542 crossref_primary_10_1016_j_atmosenv_2018_07_004 crossref_primary_10_1029_2018JD029598 crossref_primary_10_5194_acp_18_16631_2018 crossref_primary_10_5194_amt_17_3085_2024 crossref_primary_10_1016_j_atmosenv_2020_117736 crossref_primary_10_1029_2024GL113525 crossref_primary_10_3390_rs13112219 crossref_primary_10_5194_amt_12_3485_2019 crossref_primary_10_3390_atmos10060303 crossref_primary_10_3390_rs12142330 crossref_primary_10_5194_acp_19_13409_2019 crossref_primary_10_1109_TGRS_2023_3285943 crossref_primary_10_1016_j_rse_2024_114115 crossref_primary_10_1029_2019MS001824 crossref_primary_10_3390_rs14010085 crossref_primary_10_5194_acp_20_2031_2020 crossref_primary_10_1016_j_jqsrt_2017_05_027 crossref_primary_10_1016_j_rse_2022_113142 crossref_primary_10_5194_acp_19_14585_2019 crossref_primary_10_1016_j_rse_2024_114355 crossref_primary_10_5194_amt_17_2595_2024 crossref_primary_10_1029_2023MS004171 crossref_primary_10_1109_TGRS_2025_3562783 crossref_primary_10_1016_j_rse_2020_112226 crossref_primary_10_5194_essd_12_3573_2020 crossref_primary_10_1016_j_atmosenv_2024_120470 crossref_primary_10_1029_2018JD028599 crossref_primary_10_1016_j_apr_2022_101439 crossref_primary_10_1016_j_isprsjprs_2024_06_022 crossref_primary_10_1016_j_jqsrt_2018_11_024 crossref_primary_10_3390_rs16071132 crossref_primary_10_1002_2017JD026934 crossref_primary_10_1016_j_atmosenv_2021_118265 crossref_primary_10_1002_2016JD024859 crossref_primary_10_5194_amt_17_1497_2024 crossref_primary_10_3390_rs8040331 crossref_primary_10_3390_rs13050844 crossref_primary_10_1016_j_rse_2025_114619 crossref_primary_10_3390_rs10091414 crossref_primary_10_1016_j_envint_2022_107343 crossref_primary_10_3390_rs12060978 crossref_primary_10_1029_2021JD035483 crossref_primary_10_5194_amt_11_925_2018 crossref_primary_10_1109_TGRS_2024_3514170 crossref_primary_10_3390_rs14040875 crossref_primary_10_3390_rs9070693 crossref_primary_10_5194_acp_18_2511_2018 crossref_primary_10_1016_j_gsf_2021_101325 crossref_primary_10_1029_2025JD043908 crossref_primary_10_1016_j_rse_2024_114374 crossref_primary_10_3390_s24165309 crossref_primary_10_1016_j_atmosenv_2024_120949 crossref_primary_10_5194_acp_18_10615_2018 crossref_primary_10_1007_s41810_024_00236_6 crossref_primary_10_5194_amt_12_3673_2019 crossref_primary_10_1080_01431161_2024_2331978 crossref_primary_10_3390_rs9040397 crossref_primary_10_1016_j_rse_2023_113683 crossref_primary_10_1002_qj_3814 crossref_primary_10_1016_j_isprsjprs_2022_04_010 crossref_primary_10_1029_2020JD032665 crossref_primary_10_1016_j_scitotenv_2024_174983 crossref_primary_10_3390_rs14092021 crossref_primary_10_3389_fmars_2017_00386 crossref_primary_10_1016_j_rse_2017_07_014 crossref_primary_10_1038_s41598_020_77948_5 crossref_primary_10_1029_2018JD029701 crossref_primary_10_1038_s41612_024_00690_6 crossref_primary_10_5194_acp_22_14657_2022 crossref_primary_10_1016_j_atmosres_2019_01_009 crossref_primary_10_5194_amt_11_4073_2018 crossref_primary_10_1016_j_jqsrt_2020_106931 crossref_primary_10_1016_j_scitotenv_2023_163794 crossref_primary_10_3390_rs12060991 crossref_primary_10_5194_acp_18_12551_2018
Cites_doi	10.5194/acp-12-8037-2012 10.5194/amt-2016-109 10.1029/2008JD011030 10.1029/2002JD002772 10.5194/acp-10-4295-2010 10.5194/acp-10-11881-2010 10.5194/amt-2016-28 10.1029/2004JD005178 10.1016/S0021-8502(98)00032-9 10.1364/JOSA.44.000838 10.1002/2014JD021672 10.1029/2000JD900282 10.5194/acp-14-3657-2014 10.1175/1520-0469(2002)059<0398:ALTROA>2.0.CO;2 10.1029/2002JD002993 10.1016/j.jqsrt.2012.06.027 10.1016/S0022-4073(03)00167-5 10.1109/TGRS.2010.2051036 10.1007/978-3-540-69397-0 10.1007/978-3-642-14791-3 10.1175/JAMC-D-11-0145.1 10.1117/2.1201408.005558 10.1029/2003JD003511 10.1007/1-4020-2368-5 10.5194/acp-15-7017-2015 10.1029/2005JD006619 10.1016/j.rse.2014.09.036 10.1016/S0273-1177(03)00590-8 10.1016/j.rse.2013.04.023 10.5194/amt-3-813-2010 10.5194/acp-13-12089-2013 10.1016/j.rse.2010.11.005 10.1080/17538947.2015.1111450 10.1175/BAMS-D-11-00254.1 10.5194/acp-14-9343-2014 10.1364/AO.47.003701 10.1364/AO.12.000564 10.5194/acp-13-2195-2013 10.1016/j.jqsrt.2015.11.020 10.5194/amt-6-2577-2013 10.5194/amt-5-1889-2012 10.1016/j.rse.2011.05.024 10.5194/acp-10-12091-2010 10.1175/1520-0450(1998)037<1385:ANNAFA>2.0.CO;2 10.5194/amt-6-2989-2013 10.1109/36.739106 10.1016/S0034-4257(98)00031-5 10.5194/amt-5-1973-2012 10.1126/science.1206027 10.5194/amt-4-757-2011 10.1029/98GL02264 10.1126/science.1136709 10.1029/2011JD016957 10.1175/1520-0450(1999)038<0777:CDFTSP>2.0.CO;2 10.5194/amt-4-975-2011 10.1029/2008JD011257 10.1029/96JD03066 10.1002/2014JD022430 10.5194/amt-8-4083-2015 10.1029/2000JD000207 10.1175/1520-0442(2002)015<1243:TAVHRR>2.0.CO;2 10.1256/qj.04.150 10.1029/98JD00900 10.5194/amt-6-1919-2013 10.5194/acp-7-81-2007 10.5194/amt-2016-27 10.1029/96JD03680 10.5194/amt-8-4699-2015
ContentType	Journal Article
DBID	AAYXX CITATION DOA
DOI	10.3390/rs8050421
DatabaseName	CrossRef DOAJ Directory of Open Access Journals
DatabaseTitle	CrossRef
DatabaseTitleList	CrossRef
Database_xml	– sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website
DeliveryMethod	fulltext_linktorsrc
Discipline	Geography
EISSN	2072-4292
ExternalDocumentID	oai_doaj_org_article_b404bc51db7041f3a994c2cac97e16ee 10_3390_rs8050421
GroupedDBID	29P 2WC 5VS 8FE 8FG 8FH AADQD AAHBH AAYXX ABDBF ABJCF ACUHS ADBBV ADMLS AENEX AFFHD AFKRA AFZYC ALMA_UNASSIGNED_HOLDINGS ARAPS BCNDV BENPR BGLVJ BHPHI BKSAR CCPQU CITATION E3Z ESX FRP GROUPED_DOAJ HCIFZ I-F IPNFZ KQ8 L6V LK5 M7R M7S MODMG M~E OK1 P62 PCBAR PHGZM PHGZT PIMPY PQGLB PROAC PTHSS RIG TR2 TUS
ID	FETCH-LOGICAL-c396t-d477a6e8b2d4b4405c9528c191a23174e7a6ce6fcc5c8a6d786c84bbe500edec3
IEDL.DBID	DOA
ISICitedReferencesCount	158
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000378406400065&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	2072-4292
IngestDate	Fri Oct 03 12:51:11 EDT 2025 Sat Nov 29 07:10:23 EST 2025 Tue Nov 18 22:11:23 EST 2025
IsDoiOpenAccess	true
IsOpenAccess	true
IsPeerReviewed	true
IsScholarly	true
Issue	5
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c396t-d477a6e8b2d4b4405c9528c191a23174e7a6ce6fcc5c8a6d786c84bbe500edec3
ORCID	0000-0003-0709-1315 0000-0002-6698-1388 0000-0002-6935-7564 0000-0002-3966-3747
OpenAccessLink	https://doaj.org/article/b404bc51db7041f3a994c2cac97e16ee
ParticipantIDs	doaj_primary_oai_doaj_org_article_b404bc51db7041f3a994c2cac97e16ee crossref_citationtrail_10_3390_rs8050421 crossref_primary_10_3390_rs8050421
PublicationCentury	2000
PublicationDate	2016-05-16
PublicationDateYYYYMMDD	2016-05-16
PublicationDate_xml	– month: 05 year: 2016 text: 2016-05-16 day: 16
PublicationDecade	2010
PublicationTitle	Remote sensing (Basel, Switzerland)
PublicationYear	2016
Publisher	MDPI AG
Publisher_xml	– name: MDPI AG
References	Holben (ref_34) 1998; 66 Colzy (ref_49) 1999; 38 ref_14 Cox (ref_48) 1954; 44 Chin (ref_75) 2014; 14 Levy (ref_7) 2015; 8 ref_12 Newman (ref_59) 2005; 131 Stowe (ref_8) 2002; 15 North (ref_28) 1999; 37 Balkanski (ref_56) 2007; 7 ref_18 Chevallier (ref_54) 1998; 37 ref_16 ref_15 Nalli (ref_63) 2008; 47 Povey (ref_21) 2015; 8 Carboni (ref_73) 2012; 5 Wurl (ref_17) 2010; 10 Kleiber (ref_52) 2016; 178 Torres (ref_10) 2002; 59 Levy (ref_38) 2013; 6 ref_25 ref_22 ref_66 ref_65 Banks (ref_51) 2015; 156 Torres (ref_74) 1998; 103 ref_26 Griesfeller (ref_19) 2013; 6 Litvinov (ref_47) 2012; 113 ref_71 ref_70 Amiridis (ref_61) 2013; 13 Bertaux (ref_69) 2010; 10 Boone (ref_77) 2015; 15 Veefkind (ref_23) 1998; 25 Martynenko (ref_50) 2011; 4 ref_36 ref_35 ref_33 ref_32 ref_31 Poulsen (ref_27) 2012; 5 Vandenbussche (ref_57) 2013; 6 Herman (ref_11) 1997; 102 Solomon (ref_78) 2011; 333 Clarisse (ref_62) 2013; 13 Lelieveld (ref_76) 2015; 120 ref_39 ref_37 Litvinov (ref_46) 2011; 115 Ackerman (ref_72) 1997; 102 Veefkind (ref_24) 1998; 29 Capelle (ref_53) 2014; 14 Sayer (ref_29) 2010; 3 Dubovik (ref_44) 2011; 4 Dubovik (ref_41) 2000; 105 Zhou (ref_58) 2011; 49 Massie (ref_60) 2003; 82 Bevan (ref_20) 2015; 162 ref_45 Tamminen (ref_67) 2004; 33 ref_43 Tamminen (ref_68) 2010; 10 ref_42 ref_40 Capelle (ref_55) 2012; 51 ref_1 ref_3 ref_2 Bevan (ref_30) 2012; 116 ref_9 Volz (ref_64) 1973; 12 ref_5 ref_4 Hsu (ref_13) 2012; 12 ref_6
References_xml	– volume: 12 start-page: 8037 year: 2012 ident: ref_13 article-title: Global and regional trends of aerosol optical depth over land and ocean using SeaWiFS measurements from 1997 to 2010 publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-12-8037-2012 – ident: ref_5 – ident: ref_32 – ident: ref_22 doi: 10.5194/amt-2016-109 – ident: ref_40 doi: 10.1029/2008JD011030 – ident: ref_14 doi: 10.1029/2002JD002772 – volume: 10 start-page: 4295 year: 2010 ident: ref_17 article-title: Optimal estimation retrieval of aerosol microphysical properties from SAGE II satellite observations in the lower stratosphere publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-10-4295-2010 – volume: 10 start-page: 11881 year: 2010 ident: ref_68 article-title: Retrieval of atmospheric parameters from GOMOS data publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-10-11881-2010 – ident: ref_70 doi: 10.5194/amt-2016-28 – ident: ref_65 doi: 10.1029/2004JD005178 – volume: 29 start-page: 1237 year: 1998 ident: ref_24 article-title: A new algorithm to determine the spectral aerosol optical depth from satellite radiometer measurements publication-title: J. Aerosol Sci. doi: 10.1016/S0021-8502(98)00032-9 – volume: 44 start-page: 838 year: 1954 ident: ref_48 article-title: Measurements of the roughness of the sea surface from photographs of the Sun’s glitter publication-title: J. Opt. Soc. Am. doi: 10.1364/JOSA.44.000838 – ident: ref_12 doi: 10.1002/2014JD021672 – volume: 105 start-page: 20673 year: 2000 ident: ref_41 article-title: A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements publication-title: J. Geophys. Res. doi: 10.1029/2000JD900282 – volume: 14 start-page: 3657 year: 2014 ident: ref_75 article-title: Multi-decadal aerosol variations from 1980 to 2009: A perspective from observations and a global model publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-14-3657-2014 – ident: ref_1 – volume: 59 start-page: 398 year: 2002 ident: ref_10 article-title: A long term record of aerosol optical depth from TOMS observations and comparison to AERONET measurements publication-title: J. Atmos. Sci. doi: 10.1175/1520-0469(2002)059<0398:ALTROA>2.0.CO;2 – ident: ref_15 doi: 10.1029/2002JD002993 – volume: 113 start-page: 2023 year: 2012 ident: ref_47 article-title: Model for land surface reflectance treatment: Physical derivation, application for bare soil and evaluation on airborne and satellite measurements publication-title: J. Quant. Spectrosc. Radiat. Transf. doi: 10.1016/j.jqsrt.2012.06.027 – volume: 82 start-page: 413 year: 2003 ident: ref_60 article-title: The infrared absorption cross-section and refractive-index data in HITRAN publication-title: J. Quant. Spectrosc. Radiat. Transf. doi: 10.1016/S0022-4073(03)00167-5 – volume: 49 start-page: 1277 year: 2011 ident: ref_58 article-title: Global land surface emissivity retrieved from satellite ultraspectral IR measurements publication-title: IEEE Trans. Geosci. Remote Sens. doi: 10.1109/TGRS.2010.2051036 – ident: ref_3 doi: 10.1007/978-3-540-69397-0 – ident: ref_4 doi: 10.1007/978-3-642-14791-3 – volume: 51 start-page: 1164 year: 2012 ident: ref_55 article-title: Infrared continental surface emissivity spectra and skin temperature retrieved from IASI observations over the tropics publication-title: J. Appl. Meteorol. Climatol. doi: 10.1175/JAMC-D-11-0145.1 – ident: ref_45 doi: 10.1117/2.1201408.005558 – ident: ref_16 doi: 10.1029/2003JD003511 – ident: ref_42 doi: 10.1007/1-4020-2368-5 – volume: 15 start-page: 7017 year: 2015 ident: ref_77 article-title: Sulfur dioxide (SO2) from MIPAS in the upper troposphere and lower stratosphere 2002–2012 publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-15-7017-2015 – ident: ref_43 doi: 10.1029/2005JD006619 – volume: 156 start-page: 294 year: 2015 ident: ref_51 article-title: Information content of space-borne hyperspectral infrared observations with respect to mineral dust properties publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2014.09.036 – volume: 33 start-page: 1020 year: 2004 ident: ref_67 article-title: GOMOS on Envisat: An overview publication-title: Adv. Space Res. doi: 10.1016/S0273-1177(03)00590-8 – volume: 162 start-page: 295 year: 2015 ident: ref_20 article-title: Evaluation of seven European aerosol optical depth retrieval algorithms for climate analysis publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2013.04.023 – volume: 3 start-page: 813 year: 2010 ident: ref_29 article-title: A sea surface reflectance model for (A) ATSR, and application to aerosol retrievals publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-3-813-2010 – volume: 13 start-page: 12089 year: 2013 ident: ref_61 article-title: Optimizing CALIPSO Saharan dust retrievals publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-13-12089-2013 – volume: 115 start-page: 781 year: 2011 ident: ref_46 article-title: Models for surface reflection of radiance and polarized radiance: comparison with airborne multi-angle photo-polarimetric measurements and implications for modeling top-of-atmosphere measurements publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2010.11.005 – ident: ref_26 doi: 10.1080/17538947.2015.1111450 – ident: ref_18 doi: 10.1175/BAMS-D-11-00254.1 – volume: 14 start-page: 9343 year: 2014 ident: ref_53 article-title: Evaluation of IASI derived dust aerosols characteristics over the tropical belt publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-14-9343-2014 – volume: 47 start-page: 3701 year: 2008 ident: ref_63 article-title: Emissivity and reflection model for calculating unpolarized isotropic water surface-leaving radiance in the infrared. I: Theoretical development and calculations publication-title: Appl. Opt. doi: 10.1364/AO.47.003701 – volume: 12 start-page: 564 year: 1973 ident: ref_64 article-title: Infrared optical constants of ammonium sulfate, Sahara dust; volcanic pumice and flyash publication-title: Appl. Opt. doi: 10.1364/AO.12.000564 – volume: 13 start-page: 2195 year: 2013 ident: ref_62 article-title: A unified approach to infrared aerosol remote sensing and aerosol type specification publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-13-2195-2013 – volume: 178 start-page: 209 year: 2016 ident: ref_52 article-title: Optical properties of non-spherical desert dust particles in the terrestrial infrared—An asymptotic approximation approach publication-title: J. Quant. Spectrosc. Radiat. Transf. doi: 10.1016/j.jqsrt.2015.11.020 – volume: 6 start-page: 2577 year: 2013 ident: ref_57 article-title: Retrieval of desert dust aerosol vertical profiles from IASI measurements in the TIR atmospheric window publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-6-2577-2013 – volume: 5 start-page: 1889 year: 2012 ident: ref_27 article-title: Cloud retrievals from satellite data using optimal estimation: Evaluation and application to ATSR publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-5-1889-2012 – ident: ref_37 – volume: 116 start-page: 119 year: 2012 ident: ref_30 article-title: A global dataset of atmospheric aerosol optical depth and surface reflectance from AATSR publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2011.05.024 – volume: 10 start-page: 12091 year: 2010 ident: ref_69 article-title: Global ozone monitoring by occultation of stars: An overview of GOMOS measurements on ENVISAT publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-10-12091-2010 – volume: 37 start-page: 1385 year: 1998 ident: ref_54 article-title: A neural network approach for a fast and accurate computation of longwave radiative budget publication-title: J. Appl. Meteorol. doi: 10.1175/1520-0450(1998)037<1385:ANNAFA>2.0.CO;2 – volume: 6 start-page: 2989 year: 2013 ident: ref_38 article-title: The Collection 6 MODIS aerosol products over land and ocean publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-6-2989-2013 – volume: 37 start-page: 526 year: 1999 ident: ref_28 article-title: Retrieval of land surface bidirectional reflectance and aerosol opacity from ATSR-2 multiangle imagery publication-title: IEEE Trans. Geosci. Remote Sens. doi: 10.1109/36.739106 – volume: 66 start-page: 1 year: 1998 ident: ref_34 article-title: AERONET—A federated instrument network and data archive for aerosol characterization publication-title: Remote Sens. Environ. doi: 10.1016/S0034-4257(98)00031-5 – volume: 5 start-page: 1973 year: 2012 ident: ref_73 article-title: Veihelmann, intercomparison of desert dust optical depth from satellite measurements publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-5-1973-2012 – volume: 333 start-page: 866 year: 2011 ident: ref_78 article-title: The persistently variable “background” stratospheric aerosol layer and global climate change publication-title: Science doi: 10.1126/science.1206027 – ident: ref_6 – volume: 4 start-page: 757 year: 2011 ident: ref_50 article-title: Thermal infrared remote sensing of mineral dust over land and ocean: A spectral SVD based retrieval approach for IASI publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-4-757-2011 – volume: 25 start-page: 3135 year: 1998 ident: ref_23 article-title: Retrieval of aerosol optical depth over land using two-angle view satellite radiometry during TARFOX publication-title: Geophys. Res. Lett. doi: 10.1029/98GL02264 – ident: ref_9 doi: 10.1126/science.1136709 – ident: ref_25 – ident: ref_66 doi: 10.1029/2011JD016957 – ident: ref_33 – volume: 38 start-page: 777 year: 1999 ident: ref_49 article-title: Cloud detection from the spaceborne POLDER instrument and validation against surface synoptic observations publication-title: J. Appl. Meteorol. doi: 10.1175/1520-0450(1999)038<0777:CDFTSP>2.0.CO;2 – ident: ref_2 – volume: 4 start-page: 975 year: 2011 ident: ref_44 article-title: Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-4-975-2011 – ident: ref_35 doi: 10.1029/2008JD011257 – volume: 102 start-page: 17069 year: 1997 ident: ref_72 article-title: Remote sensing aerosols using satellite infrared observations publication-title: J. Geophys. Res. doi: 10.1029/96JD03066 – volume: 120 start-page: 2103 year: 2015 ident: ref_76 article-title: Stratospheric sulfur and its implications for radiative forcing simulated by the chemistry climate model EMAC publication-title: J. Geophys. Res. Atmos. doi: 10.1002/2014JD022430 – volume: 8 start-page: 4083 year: 2015 ident: ref_7 article-title: Towards a long-term global aerosol optical depth record: Applying a consistent aerosol retrieval algorithm to MODIS and VIIRS-observed reflectance publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-8-4083-2015 – ident: ref_31 doi: 10.1029/2000JD000207 – volume: 15 start-page: 1243 year: 2002 ident: ref_8 article-title: The advanced very high resolution radiometer (AVHRR) Pathfinder Atmosphere (PATMOS) climate dataset: Initial analyses and evaluations publication-title: J. Climatol. doi: 10.1175/1520-0442(2002)015<1243:TAVHRR>2.0.CO;2 – volume: 131 start-page: 2539 year: 2005 ident: ref_59 article-title: Temperature and salinity dependence of sea surface emissivity in the thermal infrared publication-title: Q. J. R. Meteorol. Soc. doi: 10.1256/qj.04.150 – volume: 103 start-page: 17099 year: 1998 ident: ref_74 article-title: Derivation of aerosol properties from satellite measurements of backscattered ultraviolet radiation: Theoretical basis publication-title: J. Geophys. Res. doi: 10.1029/98JD00900 – ident: ref_36 – ident: ref_39 doi: 10.1007/978-3-540-69397-0 – volume: 6 start-page: 1919 year: 2013 ident: ref_19 article-title: Aerosol retrieval experiments in the ESA Aerosol_cci project publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-6-1919-2013 – volume: 7 start-page: 81 year: 2007 ident: ref_56 article-title: Reevaluation of mineral aerosol radiative forcings suggests a better agreement with satellite and AERONET data publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-7-81-2007 – ident: ref_71 doi: 10.5194/amt-2016-27 – volume: 102 start-page: 16911 year: 1997 ident: ref_11 article-title: Global distributions of UV-absorbing aerosols from Nimbus 7/TOMS data publication-title: J. Geophys. Res. doi: 10.1029/96JD03680 – volume: 8 start-page: 4699 year: 2015 ident: ref_21 article-title: Known and unknown unknowns: Uncertainty estimation in satellite remote sensing publication-title: Atmos. Meas. Tech. doi: 10.5194/amt-8-4699-2015
SSID	ssj0000331904
Score	2.5071335
Snippet	Producing a global and comprehensive description of atmospheric aerosols requires integration of ground-based, airborne, satellite and model datasets. Due to...
SourceID	doaj crossref
SourceType	Open Website Enrichment Source Index Database
StartPage	421
SubjectTerms	absorbing aerosol aerosols algorithm evolution and climate data record production AOD best practices dust satellite climate data record stratospheric aerosol extinction
Title	Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)
URI	https://doaj.org/article/b404bc51db7041f3a994c2cac97e16ee
Volume	8
WOSCitedRecordID	wos000378406400065&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: DOA dateStart: 20090101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: M~E dateStart: 20090101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: Advanced Technologies & Aerospace Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: P5Z dateStart: 20090301 isFulltext: true titleUrlDefault: https://search.proquest.com/hightechjournals providerName: ProQuest – providerCode: PRVPQU databaseName: Earth, Atmospheric & Aquatic Science Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: PCBAR dateStart: 20090301 isFulltext: true titleUrlDefault: https://search.proquest.com/eaasdb providerName: ProQuest – providerCode: PRVPQU databaseName: Engineering Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: M7S dateStart: 20090301 isFulltext: true titleUrlDefault: http://search.proquest.com providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: BENPR dateStart: 20090301 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Publicly Available Content Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: PIMPY dateStart: 20090301 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8NAEF6kCHoRn1hfLOKhgqFJs9nHUWuLB62CCt7C7mSChdJKWwUv_nZnkzRUELx4ySEZdsOXye58k8k3jJ2h0D65b4I4jiAQytE7J10YWKtyoTQkzhbq-rdqMNAvL-ZhqdWXrwkr5YFL4NpOhMJBEmVOhSLKY2uMgA5YMAojiehX31CZJTJVrME0tQlFKSUUE69vT2c6TMhDox8b0JJOf7Gh9DfZRhUJ8svyDrbYCo632VrVlPz1c4d9LhX0XPCHUpqVYORE_nmvVunmk5xfIs01GfHuaEgRKPJrO7e8ZJYz7v8g4YusO3-0hQYnGd27OiM7461qiBRgeL7Lnvu9p-5NUHVKCCA2ch5kQikrUbtOJpygGAxM0tFAXMxS_KYE0lVAmQMkoK3MlJaghXOYhCFmCPEea4wnY9xn3LgIpZL-gyOK3GSWsAcv5xnrRMWJbrLWAr4UKhlx381ilBKd8EinNdJNdlqbvpXaGb8ZXflnUBt4ueviBDlBWjlB-pcTHPzHIIdsnaIh6UsDInnEGvPpOx6zVfiYD2fTk8K_6Hj31fsGDcXY0w
linkProvider	Directory of Open Access Journals
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Development%2C+Production+and+Evaluation+of+Aerosol+Climate+Data+Records+from+European+Satellite+Observations+%28Aerosol_cci%29&rft.jtitle=Remote+sensing+%28Basel%2C+Switzerland%29&rft.au=Thomas+Popp&rft.au=Gerrit+de+Leeuw&rft.au=Christine+Bingen&rft.au=Christoph+Br%C3%BChl&rft.date=2016-05-16&rft.pub=MDPI+AG&rft.eissn=2072-4292&rft.volume=8&rft.issue=5&rft.spage=421&rft_id=info:doi/10.3390%2Frs8050421&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_b404bc51db7041f3a994c2cac97e16ee
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2072-4292&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2072-4292&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2072-4292&client=summon