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...

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Vydáno v:	Remote sensing (Basel, Switzerland) Ročník 8; číslo 5; s. 421
Hlavní autoři:	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
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	MDPI AG 16.05.2016
Témata:	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
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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
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Title	Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)
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