Articles | Volume 14, issue 22
https://doi.org/10.5194/acp-14-12031-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-14-12031-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
17 Nov 2014
Research article |
| 17 Nov 2014
Assimilation of lidar signals: application to aerosol forecasting in the western Mediterranean basin
now at: Nansen Environmental and Remote Sensing Center, N-5006 Bergen, Norway
LSCE, joint laboratory CEA-CNRS-UVSQ, UMR8212, 91191 Gif-sur-Yvette, France
CEREA, joint laboratory École des Ponts ParisTech – EDF R&D, Université Paris-Est, 77455 Champs-sur-Marne, France
K. N. Sartelet
CEREA, joint laboratory École des Ponts ParisTech – EDF R&D, Université Paris-Est, 77455 Champs-sur-Marne, France
M. Bocquet
INRIA, Paris-Rocquencourt Research Center, Le Chesnay, France
CEREA, joint laboratory École des Ponts ParisTech – EDF R&D, Université Paris-Est, 77455 Champs-sur-Marne, France
P. Chazette
LSCE, joint laboratory CEA-CNRS-UVSQ, UMR8212, 91191 Gif-sur-Yvette, France
M. Sicard
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
Centre de Recerca de l'Aeronàutica i de l'Espai – Institut d'Estudis Espacials de Catalunya, Universitat Politècnica de Catalunya, Barcelona, Spain
G. D'Amico
Consiglio Nazionale delle Ricerche-Istituto di Metodologie per l'Analisi Ambientale (CNR-IMAA), Tito (Potenza), 85050, Italy
J. F. Léon
Laboratoire d'Aérologie, Université Toulouse III, Centre national de la recherche scientifique, Toulouse, France
L. Alados-Arboledas
IISTA, University of Granada, Autonomous Government of Andalusia, Av. del Mediterráneo s/n, 18006, Granada, Spain
Dpt. Applied Physics, University of Granada, Fuentenueva s/n, 18071, Granada, Spain
A. Amodeo
Consiglio Nazionale delle Ricerche-Istituto di Metodologie per l'Analisi Ambientale (CNR-IMAA), Tito (Potenza), 85050, Italy
P. Augustin
LPCA, Université du Littoral Côte d'Opale, 59140 Dunkerque, France
J. Bach
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
L. Belegante
National Institute of R&D for Optoelectronics, 409 Atomistilor Str. 77125, Magurele, Ilfov, Romania
I. Binietoglou
Consiglio Nazionale delle Ricerche-Istituto di Metodologie per l'Analisi Ambientale (CNR-IMAA), Tito (Potenza), 85050, Italy
National Institute of R&D for Optoelectronics, 409 Atomistilor Str. 77125, Magurele, Ilfov, Romania
X. Bush
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
A. Comerón
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
H. Delbarre
LPCA, Université du Littoral Côte d'Opale, 59140 Dunkerque, France
D. García-Vízcaino
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
J. L. Guerrero-Rascado
IISTA, University of Granada, Autonomous Government of Andalusia, Av. del Mediterráneo s/n, 18006, Granada, Spain
Dpt. Applied Physics, University of Granada, Fuentenueva s/n, 18071, Granada, Spain
M. Hervo
LaMP-CNRS, Observatoire de Physique de Globe, Clermont-Ferrand, France
M. Iarlori
CETEMPS, Dipartimento di Scienze Fisiche e Chimiche, Università Degli Studi, L'Aquila, Italy
P. Kokkalis
NTUA, Physics Department, Laser Remote Sensing Laboratory, 15780 Zografou, Greece
D. Lange
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
Centre de Recerca de l'Aeronàutica i de l'Espai – Institut d'Estudis Espacials de Catalunya, Universitat Politècnica de Catalunya, Barcelona, Spain
F. Molero
CIEMAT, Department of Environment, 28040 Madrid, Spain
N. Montoux
LaMP-CNRS, Observatoire de Physique de Globe, Clermont-Ferrand, France
A. Muñoz
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
C. Muñoz
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
D. Nicolae
National Institute of R&D for Optoelectronics, 409 Atomistilor Str. 77125, Magurele, Ilfov, Romania
A. Papayannis
NTUA, Physics Department, Laser Remote Sensing Laboratory, 15780 Zografou, Greece
G. Pappalardo
Consiglio Nazionale delle Ricerche-Istituto di Metodologie per l'Analisi Ambientale (CNR-IMAA), Tito (Potenza), 85050, Italy
J. Preissler
Geophysics Center of Evora, University of Evora, Rua Romao Ramalho 59, 7000 Evora, Portugal
now at: Centre for Climate and Air Pollution Studies, National University of Ireland
V. Rizi
CETEMPS, Dipartimento di Scienze Fisiche e Chimiche, Università Degli Studi, L'Aquila, Italy
F. Rocadenbosch
Remote Sensing Laboratory, Universitat Politècnica de Catalunya, Barcelona, Spain
Centre de Recerca de l'Aeronàutica i de l'Espai – Institut d'Estudis Espacials de Catalunya, Universitat Politècnica de Catalunya, Barcelona, Spain
K. Sellegri
LaMP-CNRS, Observatoire de Physique de Globe, Clermont-Ferrand, France
F. Wagner
Geophysics Center of Evora, University of Evora, Rua Romao Ramalho 59, 7000 Evora, Portugal
now at: Deutscher Wetterdienst, Hohenpeißenberg Meteorological Observatory, Albin-Schwaiger-Weg 10, 82383 Hohenpeißenberg, Germany
LSCE, joint laboratory CEA-CNRS-UVSQ, UMR8212, 91191 Gif-sur-Yvette, France
Viewed
Total article views: 5,771 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 May 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 3,377 | 2,198 | 196 | 5,771 | 206 | 180 |
- HTML: 3,377
- PDF: 2,198
- XML: 196
- Total: 5,771
- BibTeX: 206
- EndNote: 180
Total article views: 4,619 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 17 Nov 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,743 | 1,697 | 179 | 4,619 | 194 | 177 |
- HTML: 2,743
- PDF: 1,697
- XML: 179
- Total: 4,619
- BibTeX: 194
- EndNote: 177
Total article views: 1,152 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 May 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 634 | 501 | 17 | 1,152 | 12 | 3 |
- HTML: 634
- PDF: 501
- XML: 17
- Total: 1,152
- BibTeX: 12
- EndNote: 3
Cited
38 citations as recorded by crossref.
- Information constraints in variational data assimilation M. Kahnert 10.1002/qj.3347
- A multi-axis differential optical absorption spectroscopy aerosol profile retrieval algorithm for high-altitude measurements: application to measurements at Schneefernerhaus (UFS), Germany Z. Wang et al. 10.5194/amt-13-1835-2020
- Variability of Biomass Burning Aerosols Layers and Near Ground J. Vasilescu et al. 10.1051/epjconf/201611924004
- Lidar Profiling of Aerosol Vertical Distribution in the Urbanized French Alpine Valley of Annecy and Impact of a Saharan Dust Transport Event P. Chazette & J. Totems 10.3390/rs15041070
- EARLINET Single Calculus Chain – overview on methodology and strategy G. D'Amico et al. 10.5194/amt-8-4891-2015
- LIDAR Developments at Clermont-Ferrand—France for Atmospheric Observation P. Fréville et al. 10.3390/s150203041
- Urban PM2.5 concentration monitoring: A review of recent advances in ground-based, satellite, model, and machine learning integration S. Lolli 10.1016/j.uclim.2025.102566
- Overview of the Chemistry-Aerosol Mediterranean Experiment/Aerosol Direct Radiative Forcing on the Mediterranean Climate (ChArMEx/ADRIMED) summer 2013 campaign M. Mallet et al. 10.5194/acp-16-455-2016
- Mini N2-Raman Lidar Onboard Ultra-Light Aircraft for Aerosol Measurements: Demonstration and Extrapolation P. Chazette & J. Totems 10.3390/rs9121226
- Consistency of the Single Calculus Chain Optical Products with Archived Measurements from an EARLINET Lidar Station K. Voudouri et al. 10.3390/rs12233969
- Synergistic effect of the occurrence of African dust outbreaks on atmospheric pollutant levels in the Madrid metropolitan area P. Salvador et al. 10.1016/j.atmosres.2019.04.025
- An EARLINET early warning system for atmospheric aerosol aviation hazards N. Papagiannopoulos et al. 10.5194/acp-20-10775-2020
- Lidar data assimilation method based on CRTM and WRF-Chem models and its application in PM2.5 forecasts in Beijing X. Cheng et al. 10.1016/j.scitotenv.2019.05.186
- Atmospheric boundary layer height estimation from aerosol lidar: a new approach based on morphological image processing techniques G. Vivone et al. 10.5194/acp-21-4249-2021
- Assimilating spaceborne lidar dust extinction can improve dust forecasts J. Escribano et al. 10.5194/acp-22-535-2022
- Water vapor Raman lidar observations from multiple sites in the framework of WaLiNeAs F. Laly et al. 10.5194/essd-16-5579-2024
- Profiling of aerosol microphysical properties at several EARLINET/AERONET sites during the July 2012 ChArMEx/EMEP campaign M. Granados-Muñoz et al. 10.5194/acp-16-7043-2016
- Online Chemical Characterization and Source Identification of Summer and Winter Aerosols in Măgurele, Romania L. Mărmureanu et al. 10.3390/atmos11040385
- Vertical aerosol data assimilation technology and application based on satellite and ground lidar: A review and outlook T. Yang et al. 10.1016/j.jes.2022.04.012
- EARLINET: potential operationality of a research network M. Sicard et al. 10.5194/amt-8-4587-2015
- EARLINET Single Calculus Chain – technical – Part 1: Pre-processing of raw lidar data G. D'Amico et al. 10.5194/amt-9-491-2016
- Comparison of aerosol properties retrieved using GARRLiC, LIRIC, and Raman algorithms applied to multi-wavelength lidar and sun/sky-photometer data V. Bovchaliuk et al. 10.5194/amt-9-3391-2016
- Importance of Bias Correction in Data Assimilation of Multiple Observations Over Eastern China Using WRF‐Chem/DART C. Ma et al. 10.1029/2019JD031465
- Modelling the mineralogical composition and solubility of mineral dust in the Mediterranean area with CHIMERE 2017r4 L. Menut et al. 10.5194/gmd-13-2051-2020
- Evaluation Criteria on the Design for Assimilating Remote Sensing Data Using Variational Approaches S. Lu et al. 10.1175/MWR-D-16-0289.1
- Three-dimensional variational assimilation of Lidar extinction profiles: Application to PM2.5 prediction in north China L. Gao et al. 10.1016/j.atmosenv.2021.118828
- Development of a three-dimensional variational assimilation system for lidar profile data based on a size-resolved aerosol model in WRF–Chem model v3.9.1 and its application in PM2.5 forecasts across China Y. Liang et al. 10.5194/gmd-13-6285-2020
- Remote sensing of two exceptional winter aerosol pollution events and representativeness of ground-based measurements A. Baron et al. 10.5194/acp-20-6749-2020
- An Observing System Simulation Experiment Framework for Air Quality Forecasts in Northeast Asia: A Case Study Utilizing Virtual Geostationary Environment Monitoring Spectrometer and Surface Monitored Aerosol Data H. Kim et al. 10.3390/rs14020389
- Long-term evolution of the calibration constant on a mobile water vapour Raman lidar P. Chazette et al. 10.5194/amt-18-2681-2025
- Data assimilation in atmospheric chemistry models: current status and future prospects for coupled chemistry meteorology models M. Bocquet et al. 10.5194/acp-15-5325-2015
- Aerosol forecast over the Mediterranean area during July 2013 (ADRIMED/CHARMEX) L. Menut et al. 10.5194/acp-15-7897-2015
- Evaluation of ECMWF-IFS (version 41R1) operational model forecasts of aerosol transport by using ceilometer network measurements K. Chan et al. 10.5194/gmd-11-3807-2018
- Transport of aerosols over the French Riviera – link between ground-based lidar and spaceborne observations P. Chazette et al. 10.5194/acp-19-3885-2019
- Parametric retrieval model for estimating aerosol size distribution via the AERONET, LAGOS station M. Emetere et al. 10.1016/j.envpol.2015.09.047
- A methodology for investigating dust model performance using synergistic EARLINET/AERONET dust concentration retrievals I. Binietoglou et al. 10.5194/amt-8-3577-2015
- An aerosol vertical data assimilation system (NAQPMS-PDAF v1.0): development and application H. Wang et al. 10.5194/gmd-15-3555-2022
- Assimilation of next generation geostationary aerosol optical depth retrievals to improve air quality simulations P. Saide et al. 10.1002/2014GL062089
37 citations as recorded by crossref.
- Information constraints in variational data assimilation M. Kahnert 10.1002/qj.3347
- A multi-axis differential optical absorption spectroscopy aerosol profile retrieval algorithm for high-altitude measurements: application to measurements at Schneefernerhaus (UFS), Germany Z. Wang et al. 10.5194/amt-13-1835-2020
- Variability of Biomass Burning Aerosols Layers and Near Ground J. Vasilescu et al. 10.1051/epjconf/201611924004
- Lidar Profiling of Aerosol Vertical Distribution in the Urbanized French Alpine Valley of Annecy and Impact of a Saharan Dust Transport Event P. Chazette & J. Totems 10.3390/rs15041070
- EARLINET Single Calculus Chain – overview on methodology and strategy G. D'Amico et al. 10.5194/amt-8-4891-2015
- LIDAR Developments at Clermont-Ferrand—France for Atmospheric Observation P. Fréville et al. 10.3390/s150203041
- Urban PM2.5 concentration monitoring: A review of recent advances in ground-based, satellite, model, and machine learning integration S. Lolli 10.1016/j.uclim.2025.102566
- Overview of the Chemistry-Aerosol Mediterranean Experiment/Aerosol Direct Radiative Forcing on the Mediterranean Climate (ChArMEx/ADRIMED) summer 2013 campaign M. Mallet et al. 10.5194/acp-16-455-2016
- Mini N2-Raman Lidar Onboard Ultra-Light Aircraft for Aerosol Measurements: Demonstration and Extrapolation P. Chazette & J. Totems 10.3390/rs9121226
- Consistency of the Single Calculus Chain Optical Products with Archived Measurements from an EARLINET Lidar Station K. Voudouri et al. 10.3390/rs12233969
- Synergistic effect of the occurrence of African dust outbreaks on atmospheric pollutant levels in the Madrid metropolitan area P. Salvador et al. 10.1016/j.atmosres.2019.04.025
- An EARLINET early warning system for atmospheric aerosol aviation hazards N. Papagiannopoulos et al. 10.5194/acp-20-10775-2020
- Lidar data assimilation method based on CRTM and WRF-Chem models and its application in PM2.5 forecasts in Beijing X. Cheng et al. 10.1016/j.scitotenv.2019.05.186
- Atmospheric boundary layer height estimation from aerosol lidar: a new approach based on morphological image processing techniques G. Vivone et al. 10.5194/acp-21-4249-2021
- Assimilating spaceborne lidar dust extinction can improve dust forecasts J. Escribano et al. 10.5194/acp-22-535-2022
- Water vapor Raman lidar observations from multiple sites in the framework of WaLiNeAs F. Laly et al. 10.5194/essd-16-5579-2024
- Profiling of aerosol microphysical properties at several EARLINET/AERONET sites during the July 2012 ChArMEx/EMEP campaign M. Granados-Muñoz et al. 10.5194/acp-16-7043-2016
- Online Chemical Characterization and Source Identification of Summer and Winter Aerosols in Măgurele, Romania L. Mărmureanu et al. 10.3390/atmos11040385
- Vertical aerosol data assimilation technology and application based on satellite and ground lidar: A review and outlook T. Yang et al. 10.1016/j.jes.2022.04.012
- EARLINET: potential operationality of a research network M. Sicard et al. 10.5194/amt-8-4587-2015
- EARLINET Single Calculus Chain – technical – Part 1: Pre-processing of raw lidar data G. D'Amico et al. 10.5194/amt-9-491-2016
- Comparison of aerosol properties retrieved using GARRLiC, LIRIC, and Raman algorithms applied to multi-wavelength lidar and sun/sky-photometer data V. Bovchaliuk et al. 10.5194/amt-9-3391-2016
- Importance of Bias Correction in Data Assimilation of Multiple Observations Over Eastern China Using WRF‐Chem/DART C. Ma et al. 10.1029/2019JD031465
- Modelling the mineralogical composition and solubility of mineral dust in the Mediterranean area with CHIMERE 2017r4 L. Menut et al. 10.5194/gmd-13-2051-2020
- Evaluation Criteria on the Design for Assimilating Remote Sensing Data Using Variational Approaches S. Lu et al. 10.1175/MWR-D-16-0289.1
- Three-dimensional variational assimilation of Lidar extinction profiles: Application to PM2.5 prediction in north China L. Gao et al. 10.1016/j.atmosenv.2021.118828
- Development of a three-dimensional variational assimilation system for lidar profile data based on a size-resolved aerosol model in WRF–Chem model v3.9.1 and its application in PM2.5 forecasts across China Y. Liang et al. 10.5194/gmd-13-6285-2020
- Remote sensing of two exceptional winter aerosol pollution events and representativeness of ground-based measurements A. Baron et al. 10.5194/acp-20-6749-2020
- An Observing System Simulation Experiment Framework for Air Quality Forecasts in Northeast Asia: A Case Study Utilizing Virtual Geostationary Environment Monitoring Spectrometer and Surface Monitored Aerosol Data H. Kim et al. 10.3390/rs14020389
- Long-term evolution of the calibration constant on a mobile water vapour Raman lidar P. Chazette et al. 10.5194/amt-18-2681-2025
- Data assimilation in atmospheric chemistry models: current status and future prospects for coupled chemistry meteorology models M. Bocquet et al. 10.5194/acp-15-5325-2015
- Aerosol forecast over the Mediterranean area during July 2013 (ADRIMED/CHARMEX) L. Menut et al. 10.5194/acp-15-7897-2015
- Evaluation of ECMWF-IFS (version 41R1) operational model forecasts of aerosol transport by using ceilometer network measurements K. Chan et al. 10.5194/gmd-11-3807-2018
- Transport of aerosols over the French Riviera – link between ground-based lidar and spaceborne observations P. Chazette et al. 10.5194/acp-19-3885-2019
- Parametric retrieval model for estimating aerosol size distribution via the AERONET, LAGOS station M. Emetere et al. 10.1016/j.envpol.2015.09.047
- A methodology for investigating dust model performance using synergistic EARLINET/AERONET dust concentration retrievals I. Binietoglou et al. 10.5194/amt-8-3577-2015
- An aerosol vertical data assimilation system (NAQPMS-PDAF v1.0): development and application H. Wang et al. 10.5194/gmd-15-3555-2022
Saved (final revised paper)
Saved (final revised paper)
Latest update: 31 Oct 2025
Altmetrics
Final-revised paper
Preprint