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

Bibliographic Details
Main Authors: Popp, T, de Leeuw, G, Bingen, C, Brühl, C, Capelle, V, Chedin, A, Clarisse, L, Dubovik, O, Grainger, R, Griesfeller, J, Heckel, A, Kinne, S, Klüser, L, Kosmale, M, Kolmonen, P, Lelli, L, Litvinov, P, Mei, L, North, P, Pinnock, S, Povey, A, Robert, C, Schulz, M, Sogacheva, L, Stebel, K, Stein Zweers, D, Thomas, G, Tilstra, L, Vandenbussche, S, Veefkind, P, Vountas, M, Xue, Y
Format: Journal article
Published: MDPI 2016
_version_ 1826290764301205504
author Popp, T
de Leeuw, G
Bingen, C
Brühl, C
Capelle, V
Chedin, A
Clarisse, L
Dubovik, O
Grainger, R
Griesfeller, J
Heckel, A
Kinne, S
Klüser, L
Kosmale, M
Kolmonen, P
Lelli, L
Litvinov, P
Mei, L
North, P
Pinnock, S
Povey, A
Robert, C
Schulz, M
Sogacheva, L
Stebel, K
Stein Zweers, D
Thomas, G
Tilstra, L
Vandenbussche, S
Veefkind, P
Vountas, M
Xue, Y
author_facet Popp, T
de Leeuw, G
Bingen, C
Brühl, C
Capelle, V
Chedin, A
Clarisse, L
Dubovik, O
Grainger, R
Griesfeller, J
Heckel, A
Kinne, S
Klüser, L
Kosmale, M
Kolmonen, P
Lelli, L
Litvinov, P
Mei, L
North, P
Pinnock, S
Povey, A
Robert, C
Schulz, M
Sogacheva, L
Stebel, K
Stein Zweers, D
Thomas, G
Tilstra, L
Vandenbussche, S
Veefkind, P
Vountas, M
Xue, Y
author_sort Popp, T
collection OXFORD
description 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).
first_indexed 2024-03-07T02:49:11Z
format Journal article
id oxford-uuid:ad139ce8-781c-434e-ad3a-d8305dc783eb
institution University of Oxford
last_indexed 2024-03-07T02:49:11Z
publishDate 2016
publisher MDPI
record_format dspace
spelling oxford-uuid:ad139ce8-781c-434e-ad3a-d8305dc783eb2022-03-27T03:33:14ZDevelopment, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)Journal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:ad139ce8-781c-434e-ad3a-d8305dc783ebSymplectic Elements at OxfordMDPI2016Popp, Tde Leeuw, GBingen, CBrühl, CCapelle, VChedin, AClarisse, LDubovik, OGrainger, RGriesfeller, JHeckel, AKinne, SKlüser, LKosmale, MKolmonen, PLelli, LLitvinov, PMei, LNorth, PPinnock, SPovey, ARobert, CSchulz, MSogacheva, LStebel, KStein Zweers, DThomas, GTilstra, LVandenbussche, SVeefkind, PVountas, MXue, YProducing 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).
spellingShingle Popp, T
de Leeuw, G
Bingen, C
Brühl, C
Capelle, V
Chedin, A
Clarisse, L
Dubovik, O
Grainger, R
Griesfeller, J
Heckel, A
Kinne, S
Klüser, L
Kosmale, M
Kolmonen, P
Lelli, L
Litvinov, P
Mei, L
North, P
Pinnock, S
Povey, A
Robert, C
Schulz, M
Sogacheva, L
Stebel, K
Stein Zweers, D
Thomas, G
Tilstra, L
Vandenbussche, S
Veefkind, P
Vountas, M
Xue, Y
Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)
title Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)
title_full Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)
title_fullStr Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)
title_full_unstemmed Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)
title_short Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci)
title_sort development production and evaluation of aerosol climate data records from european satellite observations aerosol cci
work_keys_str_mv AT poppt developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT deleeuwg developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT bingenc developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT bruhlc developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT capellev developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT chedina developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT clarissel developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT duboviko developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT graingerr developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT griesfellerj developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT heckela developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT kinnes developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT kluserl developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT kosmalem developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT kolmonenp developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT lellil developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT litvinovp developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT meil developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT northp developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT pinnocks developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT poveya developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT robertc developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT schulzm developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT sogacheval developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT stebelk developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT steinzweersd developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT thomasg developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT tilstral developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT vandenbussches developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT veefkindp developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT vountasm developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci
AT xuey developmentproductionandevaluationofaerosolclimatedatarecordsfromeuropeansatelliteobservationsaerosolcci