Main publications about GRASP:
Overview of GRASP approach:
Dubovik O., Fuertes D., Litvinov P., et al.: A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications. Front. Remote Sens. 2:706851, 2021. doi:10.3389/frsen.2021.706851 Key aspects: - detailed overview and of Multi-Term LSM inversion concept - overview of GRASP code: Numerical Inversion, Forward Problem, Applications
Dubovik, O., Herman, M., Holdak, et al.: Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations, Atmos. Meas. Tech., 4, 975-1018, 2011. doi:10.5194/amt-4-975-2011 Key aspects: - introduction of Multi-Pixel Inversion approach - detailed description of Radiative Transfer used for POLDER, details of forward model and inversion
Dubovik, O., T. Lapyonok, P. Litvinov, et al.: GRASP: a versatile algorithm for characterizing the atmosphere, SPIE: Newsroom, Published Online: September 19, 2014. doi:10.1117/2.1201408.005558 Key aspect: short introduction of GRASP
GRASP satellite retrievals:
Chen, C., Dubovik, O., Fuertes, et al.: Validation of GRASP algorithm product from POLDER/PARASOL data and assessment of multi-angular polarimetry potential for aerosol monitoring, Earth Syst. Sci. Data, 12, 3573–3620, 2020. doi:10.5194/essd-12-3573-2020 Key aspects: - overview POLDER-3/GRASP products for: GRASP/HP, GRASP/Optimized and GRASP/Models archives - extensive validation against AERONET - extensive comparisons with MODIS/Dark Target, MODIS/Deep Blue, MODIS/MAIAC
Li, L., Dubovik, O., Derimian, et al.: Retrieval of aerosol components directly from satellite and ground-based measurements, Atmos. Chem. Phys., 19, 13409–13443, 2019. doi:10.5194/acp-19-13409-2019 Key aspect: description of GRASP/Component approach Li, L., Derimian, Y., Chen, et al.: Climatology of aerosol component concentrations derived from multi-angular polarimetric POLDER-3 observations using GRASP algorithm, Earth Syst. Sci. Data, 14, 3439–3469, 2022. doi:10.5194/essd-14-3439-2022
Zhang, X., L. Li, C. Chen, et al.: Validation of the aerosol optical property products derived by the GRASP/Component approach from multi-angular polarimetric observations, Atmospheric Research, 263, 105802, 2021. doi:10.1016/j.atmosres.2021.105802 Key aspect: validation of GRASP/Component POLDER-3 product Chen, C., Dubovik, O., Litvinov, P. et al.: Properties of aerosol and surface derived from OLCI/Sentinel-3A using GRASP approach: Retrieval development and preliminary validation, Remote Sensing of Environment, 280, 113142, 2022. doi:10.1016/j.rse.2022.113142 Key aspects: description of OLCI/GRASP approach and its validation: - description of main aspects of OLCI/GRASP retrieval over land and ocean - extensive validation against AERONET and AERONET MAN for deep ocean - extensive comparisons with MODIS/Dark Target, MODIS/Deep Blue products
GRASP retrievals from ground-based photometric observations:
Torres, B., O. Dubovik, D. Fuertes, et al.: Advanced characterization of aerosol properties from measurements of spectral optical depth using the GRASP algorithm, Atmos. Meas. Tech., 10, 3743-3781, 2017. doi:10.5194/amt-10-3743-2017 Key aspect: description of GRASP-AOD retrieval approach
Torres, B., O. Dubovik, C. Toledano, et al.: Sensitivity of aerosol retrieval to geometrical configuration of ground-based sun/sky-radiometer observations, Atmos. Chem. Phys., 14, 847–875, 2014 doi:10.5194/acp-14-847-2014 Key aspect: extensive sensitivity study for AERONET like retrieval
GRASP retrievals from active observation and synergy with photometric observations:
Lopatin, A., Dubovik, O., Fuertes, D., et al.: Synergy processing of diverse ground-based remote sensing and in situ data using the GRASP algorithm: applications to radiometer, lidar and radiosonde observations, Atmos. Meas. Tech., 14, 2575–2614, 2021. doi:10.5194/amt-14-2575-2021 Key aspects: - detailed description and overview of GRASP applications for vertically resolved observation: backscattering lidars, Raman lidars, HSRL lidars, backscattering zondes, etc. - overview of possibilities for lidar + radiometers synergy retrievals - application Multi-Pixel retrieval principle for synergy inversion of diverse ground-based observation
Lopatin, A., O. Dubovik, A. Chaikovsky, et al.: Enhancement of aerosol characterization using synergy of lidar and sunphotometer coincident observations: the GARRLiC algorithm, Atmos. Meas. Tech., 6, 2065-2088, 2013. doi:10.5194/amt-6-2065-2013 Key aspects: - detailed description and overview of GRASP applications for vertically resolved observation: backscattering lidars, Raman lidars, HSRL lidars, backscattering zondes, etc. - introduction to lidar + radiometers GARRLiC/GRASP synergy retrieval
Flux calculations in GRASP:
Derimian, Y., O. Dubovik, X. Huang, et al.: Comprehensive tool for calculation of radiative fluxes: illustration of shortwave aerosol radiative effect sensitivities to the details in aerosol and underlying surface characteristics, Atmos. Chem. Phys., 2016, 16, 5763-5780, 2016. doi:10.5194/acp-16-5763-2016 Key aspect: detailed description and radiative flux calculation in GRASP
Retrieval of aerosol sources using GRASP satellite product:
Chen, C., Dubovik, O., Schuster, G.L. et al.: Multi-angular polarimetric remote sensing to pinpoint global aerosol absorption and direct radiative forcing. Nature Communications 13, 7459, 2022. doi:10.1038/s41467-022-35147-y
Chen, C., Dubovik, O., Henze, et al.: Constraining global aerosol emissions using POLDER/PARASOL satellite remote sensing observations, Atmos. Chem. Phys., 19, 14585–14606, 2019. doi:10.5194/acp-19-14585-2019 Key aspect: retrieval/constraining of global aerosol emissions using POLDER-3/GRASP aerosol product
Chen, C., Dubovik, O., Henze, et al.: Retrieval of desert dust and carbonaceous aerosol emissions over Africa from POLDER/PARASOL products generated by the GRASP algorithm, Atmos. Chem. Phys., 18, 12551-12580, 2018. doi:10.5194/acp-18-12551-2018 Key aspect: retrieval/constraining of aerosol emissions over Africa using POLDER-3/GRASP aerosol product
GRASP forward modeling and retrieval using observation in Thermal IR:
Herreras-Giralda, M., Litvinov, P., Dubovik, O., et al.: Thermal emission in the successive orders of scattering (SOS) radiative transfer approach, J. Quant. Spectrosc. Radiait. Transfer, 291, 108327, 2022. doi:10.1016/j.jqsrt.2022.108327 Key aspect: GRASP radiative transfer for Thermal IR
Error estimates:
Herrera, M. E., O. Dubovik, B. Torres, T. Lapyonok, D. Fuertes, A. Lopatin, P. Litvinov, C. Chen, J. A. Benavent-Oltra, J. L., Bali, and P. R. Ristori: Estimates of remote sensing retrieval errors by the GRASP algorithm: application to ground-based observations, concept and validation, Atmos. Meas. Tech., 15, 6075–6126, 2023. doi:10.5194/amt-15-6075-2022
The publications that include results obtained with GRASP code:
2024
Campanelli, M., Estellés, V., Kumar, G., Nakajima, T., Momoi, M., Gröbner, J., Kazadzis, S., Kouremeti, N., Karanikolas, A., Barreto, A., Nevas, S., Schwind, K., Schneider, P., Harju, I., Kärhä, P., Diémoz, H., Kudo, R., Uchiyama, A., Yamazaki, A., Iannarelli, A. M., Mevi, G., Di Bernardino, A., and Casadio, S.: Evaluation of on-site calibration procedures for SKYNET Prede POM sun–sky photometers, Atmos. Meas. Tech., 17, 5029–5050, https://doi.org/10.5194/amt-17-5029-2024
Cheng Chen, Pavel Litvinov, Oleg Dubovik et al. Retrieval of Aerosol and Surface Properties at High Spatial Resolution: Hybrid Approach and Demonstration Using Sentinel‐5p/TROPOMI and PRISMA. Journal of Geophysical Research: Atmospheres, 129, e2024JD041041, 2024. doi.org/10.1029/2024JD041041
Cheng Chen, Pavel Litvinov, Oleg Dubovik, Lukas Bindreiter, Christian Matar, David Fuertes, Anton Lopatin, Tatyana Lapyonok, Verena Lanzinger, Andreas Hangler, Michael Aspetsberger, Martin de Graaf, Lieuwe Gijsbert Tilstra, Piet Stammes, Alexandru Dandocsi, Daniele Gasbarra, Elody Fluck, Claus Zehner, Christian Retscher,
Extended aerosol and surface characterization from S5P/TROPOMI with GRASP algorithm. Part II: Global validation and Intercomparison,
Remote Sensing of Environment, Volume 313, 2024, 114374, ISSN 0034-4257, https://doi.org/10.1016/j.rse.
Pavel Litvinov, Cheng Chen, Oleg Dubovik, Lukas Bindreiter, Christian Matar, David Fuertes, Anton Lopatin, Tatyana Lapyonok, Verena Lanzinger, Andreas Hangler, Michael Aspetsberger, Martin de Graaf, Lieuwe Gijsbert Tilstra, Piet Stammes, Alexandru Dandocsi, Daniele Gasbarra, Elody Fluck, Claus Zehner, Christian Retscher,
Extended aerosol and surface characterization from S5P/TROPOMI with GRASP algorithm. Part I: Conditions, approaches, performance and new possibilities,
Remote Sensing of Environment, Volume 313, 2024, 114355, ISSN 0034-4257, https://doi.org/10.1016/j.rse.
Tilstra, L. G., M., de Graaf, V., Trees, P., Litvinov, P., O. Dubovik, and P. Stammes, Hasekamp, O., P. Litvinov, G., Fu, C., Chen, and O. Dubovik,: Algorithm evaluation for polarimetric remote sensing of atmospheric aerosols, Atmos. Meas. Tech., 17, 1497-1525, 2024. https://doi.org/10.5194/amt-17-1497-2024.
Hasekamp, O., P. Litvinov, G., Fu, C., Chen, and O. Dubovik,: Algorithm evaluation for polarimetric remote sensing of atmospheric aerosols, Atmos. Meas. Tech., 17, 1497–1525, 2024. https://doi.org/10.5194/amt-17-1497-2024.
Lopatin, A., O. Dubovik, G. Stenchikov, E. J. Welton, I. Shevchenko, D. Fuertes, M. Herreras-Giralda, T. Lapyonok, and A. Smirnov, “Comparison of diurnal aerosol products retrieved from combinations of micro-pulse lidar and sun photometer observations over the KAUST observation site”, Atmos. Meas. Tech., 17, 4445–4470, 2024. https://doi.org/10.5194/amt-17-4445-2024.
Chen, C., P. Litvinov, O. Dubovik, D. Fuertes, C. Matar, F. Miglietta, M. Pepe, L. Genesio, L. Busetto, L. Bindreiter, V. Lanzinger, M. de Graaf , G. Tilstr, P. Stammes, and C. Retsch, “Retrieval of aerosol and surface properties at high spatial resolution: Hybrid approach and demonstration using sentinel‐5p/TROPOMI and PRISMA, J. Geophys. Res.: Atmospheres, 129, 2024, e2024JD041041, https://doi.org/10.1029/2024JD041041
Lopatin, A., Dubovik, O., Stenchikov, G., Welton, E. J., Shevchenko, I., Fuertes, D., Herreras-Giralda, M., Lapyonok, T., and Smirnov, A.: Comparison of diurnal aerosol products retrieved from combinations of micro-pulse lidar and sun photometer observations over the KAUST observation site, Atmos. Meas. Tech., 17, 4445–4470, 2024. https://doi.org/10.5194/amt-17-4445-2024
Hasekamp, O., Litvinov, P., Fu, G., Chen, C., and Dubovik, O.: Algorithm evaluation for polarimetric remote sensing of atmospheric aerosols, Atmos. Meas. Tech., 17, 1497–1525, 2024. https://doi.org/10.5194/amt-17-1497-2024
Tilstra, L. G., de Graaf, M., Trees, V. J. H., Litvinov, P., Dubovik, O., and Stammes, P.: A directional surface reflectance climatology determined from TROPOMI observations, Atmos. Meas. Tech., 17, 2235–2256, 2024. https://doi.org/10.5194/amt-17-2235-2024
Clarissa M. DeLeon and Michael J. Garay and Olga V. Kalashnikova and Meredith K. Kupinski.: Polarimetric coordinate validation for merging GRASP and AirMSPI FIREX-AQ observations, Journal of Quantitative Spectroscopy and Radiative Transfer, Volume 317, 108910, 2024, ISSN: 0022-4073. https://doi.org/10.1016/j.jqsrt.2024.108910
2023
Tsekeri, A., Gialitaki, A., Di Paolantonio, M., Dionisi, D., Liberti, G. L., Fernandes, A., Szkop, A., Pietruczuk, A., Pérez-Ramírez, D., Granados Muñoz, M. J., Guerrero-Rascado, J. L., Alados-Arboledas, L., Bermejo Pantaleón, D., Bravo-Aranda, J. A., Kampouri, A., Marinou, E., Amiridis, V., Sicard, M., Comerón, A., Muñoz-Porcar, C., Rodríguez-Gómez, A., Romano, S., Perrone, M. R., Shang, X., Komppula, M., Mamouri, R.-E., Nisantzi, A., Hadjimitsis, D., Navas-Guzmán, F., Haefele, A., Szczepanik, D., Tomczak, A., Stachlewska, I. S., Belegante, L., Nicolae, D., Voudouri, K. A., Balis, D., Floutsi, A. A., Baars, H., Miladi, L., Pascal, N., Dubovik, O., and Lopatin, A.: Combined sun-photometer–lidar inversion: lessons learned during the EARLINET/ACTRIS COVID-19 campaign, Atmos. Meas. Tech., 16, 6025–6050, 2023. doi:10.5194/amt-16-6025-2023
Herrera, M. E., O. Dubovik, B. Torres, T. Lapyonok, D. Fuertes, A. Lopatin, P. Litvinov, C. Chen, J. A. Benavent-Oltra, J. L., Bali, and P. R. Ristori, “Estimates of remote sensing retrieval errors by the GRASP algorithm: application to ground-based observations, concept and validation”, Atmos. Meas. Tech., 15, 6075–6126, 2023. doi:10.5194/amt-15-6075-2022
Che, H., X. Xia, H. Zhao, L. Li, K. Gui, Y. Zheng, J. Song, B. Qi, J. Zhu, Y Miao, Y. Wang, Z. Wang, H. Wang , O. Dubovik , B. Holben, H. Chen , G.Shi, X. Zhang, Aerosol optical and radiative properties and their environmental effects in China: A review, Earth-Science Reviews , 248 (2024) 104634, 2023.
Dos Santos Oliveira, M., D.C.F, Sicard, A. Rodríguez-Gómez, A. Comerón, C. Muñoz-Porcar, C.. Gil-Díaz, S. Lolli,O Dubovik, A. Lopatin, M. E. Herrera, and and Marcos Herreras-Giralda, Evaluation of the Accuracy of the Aerosol Optical and Microphysical Retrievals by the GRASP Algorithm from Combined Measurements of a Polarized Sun-Sky-Lunar Photometer and a Three-Wavelength Elastic Lidar, Remote Sens. 2023, 15, 5010. doi:10.3390/rs15205010
Drosoglou, T., Raptis, I. P., Valeri, M., Casadio, S., Barnaba, F., Herreras-Giralda, M., … & Kazadzis, S. Evaluating the effects of columnar NO2 on the accuracy of aerosol optical properties retrievals. Atmospheric Measurement Techniques,16, 2989–3014, 2023. doi:10.5194/amt-16-2989-2023
Herrero-Anta, S., Román, R., Mateos, D., González, R., Antuña-Sánchez, J. C., Herreras-Giralda, M., Almansa, A. F., González-Fernández, D., Herrero del Barrio, C., Toledano, C., Cachorro, V. E., and de Frutos, Á. M.: Retrieval of aerosol properties from zenith sky radiance measurements, Atmos. Meas. Tech., 16, 4423–4443, 2023. https://doi.org/10.5194/amt-16-4423-2023
Zhang, S.; Huang, Z.; Alam, K.; Li, M.; Dong, Q.; Wang, Y.; Shen, X.; Bi, J.; Zhang, J.; Li, W.; et al. Derived Profiles of CCN and INP Number Concentrations in the Taklimakan Desert via Combined Polarization Lidar , Sun-Photometer , and Radiosonde Observations. Remote Sens. 15(5), 1216, 2023. doi:10.3390/rs15051216
2022
Chen, C., Dubovik, O., Schuster, G.L. et al.: Multi-angular polarimetric remote sensing to pinpoint global aerosol absorption and direct radiative forcing. Nature Communications 13, 7459, 2022. doi:10.1038/s41467-022-35147-y
Herrera, M. E., O. Dubovik, B. Torres, T. Lapyonok, D. Fuertes, A. Lopatin, P. Litvinov, C. Chen, J. A. Benavent-Oltra, J. L., Bali, and P. R. Ristori, “Estimates of remote sensing retrieval errors by the GRASP algorithm: application to ground-based observations, concept and validation”, Atmos. Meas. Tech., 15, 6075–6126, 2022. doi:10.5194/amt-15-6075-2022
Moallemi, A., Modini, R. L., Lapyonok, T., Lopatin, A., Fuertes, D., Dubovik, O., Giaccari, P., and Gysel-Beer, M.: Information content and aerosol property retrieval potential for different types of in situ polar nephelometer data, Atmos. Meas. Tech., 15, 5619–5642, 2022. https://doi.org/10.5194/amt-15-5619-2022
Drugé, T., Nabat, P., Mallet, M., Michou, M., Rémy, S., and Dubovik, O.: Modeling radiative and climatic effects of brown carbon aerosols with the ARPEGE-Climat global climate model, Atmos. Chem. Phys., 22, 12167–12205, 2022. doi:10.5194/acp-22-12167-2022
Jin, S., Ma, Y., Chen, C., Dubovik, O., Hong, J., Liu, B., and Gong, W.: Performance evaluation for retrieving aerosol optical depth from the Directional Polarimetric Camera (DPC) based on the GRASP algorithm, Atmos. Meas. Tech., 15, 4323–4337, 2022. doi:10.5194/amt-15-4323-2022
López-Cayuela, M.-Á., Herrera, M.E., Córdoba-Jabonero, C., Pérez-Ramírez, D., Carvajal-Pérez, C.V., Dubovik, O., Guerrero-Rascado, J.L.: Retrieval of Aged Biomass-Burning Aerosol Properties by Using GRASP Code in Synergy with Polarized Micro-Pulse Lidar and Sun/Sky Photometer, Remote Sens. 14, 3619, 2022. https://doi.org/10.3390/rs14153619
Herreras-Giralda, M., Litvinov, P., Dubovik, O., Derimian, Y., Lapyonok, T., Fuertes, D., Sourdeval, O., Preusker,R., Fischer,J.: Thermal emission in the successive orders of scattering (SOS) radiative transfer approach, J. Quant. Spectrosc. Radiait. Transfer, 291, 108327, 2022. doi:10.1016/j.jqsrt.2022.108327
Chen, C., Dubovik, O., Litvinov, P., Fuertes, D., Lopatin, A., Lapyonok, T., Matar, C., Karol, Y., Fischer, J., Preusker, R., Hangler, A., Aspetsberger, M., Bindreiter, L., Marth, D., Chimot, J., Fougnie, B., Marbach, T., Bojkov, B.: Properties of aerosol and surface derived from OLCI/Sentinel-3A using GRASP approach: Retrieval development and preliminary validation, Remote Sensing of Environment, 280, 113142, 2022. doi:10.1016/j.rse.2022.113142
Haarig, M., Ansmann, A., Engelmann, R., Baars, H., Toledano, C., Torres, B., Althausen, D., Radenz, M., and Wandinger, U.: First triple-wavelength lidar observations of depolarization and extinction-to-backscatter ratios of Saharan dust, Atmos. Chem. Phys., 22, 355–369, 2022. https://doi.org/10.5194/acp-22-355-2022
Zhang, S., Huang, Z., Li, M., Shen, X., Wang, Y., Dong, Q., Bi, J., Zhang, J., Li, W., Li, Z., et al.: Vertical Structure of Dust Aerosols Observed by a Ground-Based Raman Lidar with Polarization Capabilities in the Center of the Taklimakan Desert. Remote Sensing, 14(10), 2461., 2022. doi:10.3390/rs14102461
Li, L., , H. Che, X. Zhang, C. Chen, X. Chen, K. Gui, Y. Liang, F. Wang, Y. Derimian, D. Fuertes, O. Dubovik, Y. Zheng, L. Zhang, B. Guo, Y. Wang, and X. Zhang: A satellite-measured view of aerosol component content and optical property in a haze-polluted case over North China Plain, Atmospheric Research, 266, 2022. doi:10.1016/j.atmosres.2021.105958
Vogel, A., G. Alessa, R. Scheele, L. Weber, O. Dubovik, P. North, and S. Fiedler: Uncertainty in aerosol optical depth from modern aerosol-climate models, reanalyses, and satellite products, Journal of Geophysical Research: Atmospheres, 127, e2021JD035483, 2022. doi:10.1029/2021JD035483
Román, R., Antuña-Sánchez, J. C., Cachorro, V. E., Toledano, C., Torres, B., Mateos, D., Fuertes, D., López, C., González, R., Lapionok, T., Herreras-Giralda, M., Dubovik, O., and de Frutos, Á. M.: Retrieval of aerosol properties using relative radiance measurements from an all-sky camera, Atmos. Meas. Tech., 15, 407–433, 2022. doi:10.5194/amt-15-407-2022
Ou, Y., Li, Z., Chen, C., Zhang, Y., Li, K., Shi, Z., Dong, J., Xu, H., Peng, Z., Xie, Y. and Luo, J.: Evaluation of MERRA-2 Aerosol Optical and Component Properties over China Using SONET and PARASOL/GRASP Data, Remote Sensing, 14(4), 821, 2022. doi:10.3390/rs14040821
Zhang, X., L. Li, C. Chen, Y. Zheng, O. Dubovik, Y. Derimian, A. Lopatin, K. Gui, Y. Wang, H. Zhao, Y. Liang, B. N. Holben, H. Che and X. Zhang: Extensive characterization of aerosol optical properties and chemical component concentrations: Application of the GRASP/Component approach to long-term AERONET measurements, Science of The Total Environment, 812, 152553, 2022. doi:10.1016/j.scitotenv.2021.152553
2021
Benavent-Oltra, J. A., Casquero-Vera, J. A., Román, R., Lyamani, H., Pérez-Ramírez, D., Granados-Muñoz, M. J., Herrera, M., Cazorla, A., Titos, G., Ortiz-Amezcua, P., Bedoya-Velásquez, A. E., de Arruda Moreira, G., Pérez, N., Alastuey, A., Dubovik, O., Guerrero-Rascado, J. L., Olmo-Reyes, F. J., and Alados-Arboledas, L.: Overview of the SLOPE I and II campaigns: aerosol properties retrieved with lidar and sun–sky photometer measurements, Atmos. Chem. Phys., 21, 9269–9287, 2021. doi:10.5194/acp-21-9269-2021
Cheng C., O. Dubovik, G. L. Schuster, D. Fuertes, Y. Meijer, J. Landgraf, Y. Karol, Zh. Li: Characterization of temporal and spatial variability of aerosols from ground-based climatology: towards evaluation of satellite mission requirements, J. Quant. Spectrosc. Radiait. Transfer, 268, 107627, 2021. doi:10.1016/j.jqsrt.2021.107627
Dubovik O., Fuertes D., Litvinov P., Lopatin A., Lapyonok T., Doubovik I., Xu F., Ducos F., Chen C., Torres B., Derimian Y., Li L., Herreras-Giralda M., Herrera M., Karol Y., Matar C., Schuster G.L., Espinosa R., Puthukkudy A., Li Z., Fischer J., Preusker R., Cuesta J., Kreuter A., Cede A., Aspetsberger M., Marth D., Bindreiter L., Hangler A., Lanzinger V., Holter C. and Federspiel C.: A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications. Front. Remote Sens. 2:706851, 2021. doi:10.3389/frsen.2021.706851
Konsta, D., Tsekeri, A., Solomos, S., Siomos, N., Gialitaki, A., Tetoni, E., Lopatin, A.;,Goloub, P., Dubovik, O., Amiridis, V. et al.: The Potential of GRASP/GARRLiC Retrievals for Dust Aerosol Model Evaluation: Case Study during the PreTECT Campaign. Remote Sens. 13, 873, 2021. doi:0.3390/rs13050873
Lin, W., Bi, L., Weng, F., Li, Z. and Dubovik, O.: Capability of superspheroids for modeling PARASOL observations under dusty-sky conditions, Journal of Geophysical Research: Atmospheres, 126, e2020JD033310, 2021. doi:10.1029/2020JD033310
Lopatin, A., Dubovik, O., Fuertes, D., Stenchikov, G., Lapyonok, T., Veselovskii, I., Wienhold, F. G., Shevchenko, I., Hu, Q., and Parajuli, S.: Synergy processing of diverse ground-based remote sensing and in situ data using the GRASP algorithm: applications to radiometer, lidar and radiosonde observations, Atmos. Meas. Tech., 14, 2575–2614, 2021. doi:10.5194/amt-14-2575-2021
López-Cayuela, M. -Á., M. Herreras-Giralda, C. Córdoba-Jabonero, A. Lopatin, O. Dubovik, J.-L. Guerrero-Rascado: Vertical assessment of the mineral dust optical and microphysical properties as retrieved from the synergy between polarized micro-pulse lidar and sun/sky photometer observations using GRASP code, Atmospheric Research, 264 (2021) 105818, 2021. doi:10.1016/j.atmosres.2021.105818
Mallet, M., Nabat, P., Johnson, B., Michou, M., Haywood, J. M., Chen, C., Dubovik, O.: Climate models generally underrepresent the warming by Central Africa biomass-burning aerosols over the Southeast Atlantic. Science Advances, 7(41), eabg9998, 2021. doi: 10.1126/sciadv.abg9998
Ou, Y., Li, L., Li,Z. ,Zhang, Y., Dubovik, O., Derimian, Y., Chen, C., Fuertes, D., Xie, Y., Lopatin, A., et al.: Spatio-Temporal Variability of Aerosol Components, Their Optical and Microphysical Properties over North China during Winter Haze in 2012, as Derived from POLDER/PARASOL Satellite Observations. Remote Sens. 13, 2682, 2021. doi:10.3390/rs13142682
Schutgens, N., Dubovik, O., Hasekamp, O., Torres, O., Jethva, H., Leonard, P. J. T., Litvinov, P., Redemann, J., Shinozuka, Y., de Leeuw, G., Kinne, S., Popp, T., Schulz, M., and Stier, P.: AEROCOM and AEROSAT AAOD and SSA study – Part 1:Evaluation and intercomparison of satellite measurements, Atmos. Chem. Phys., 21, 6895–6917, 2021. doi:10.5194/acp-21-6895-2021
Siméon, A., Waquet, F., Péré, J.-C., Ducos, F., Thieuleux, F., Peers, F., Turquety, S., and Chiapello, I.: Combining POLDER-3 satellite observations and WRF-Chem numerical simulations to derive biomass burning aerosol properties over the southeast Atlantic region, Atmos. Chem. Phys., 21, 17775–17805, 2021. doi:10.5194/acp-21-17775-2021
Torres, B. and Fuertes, D.: Characterization of aerosol size properties from measurements of spectral optical depth: a global validation of the GRASP-AOD code using long-term AERONET data, Atmos. Meas. Tech., 14, 4471–4506, 2021. doi:10.5194/amt-14-4471-2021
Wei, Y., Li, Z., Zhang, Y., Chen, C., Xie, Y., Lv, Y. and Dubovik, O.: Derivation of PM10 mass concentration from advanced satellite retrieval products based on a semi-empirical physical approach. Remote Sensing of Environment, 256, 112319, 2021. doi:10.1016/j.rse.2021.112319
Zhang, X., L. Li, C. Chen, X. Chen, O. Dubovik, Y. Derimian, K. Gui, Y. Zheng, H. Zhao, L. Zhang, B. Guo, Y. Wang, B. N. Holben, H. Che and X. Zhang: Validation of the aerosol optical property products derived by the GRASP/Component approach from multi-angular polarimetric observations, Atmospheric Research, 263, 105802, 2021. doi:10.1016/j.atmosres.2021.105802
2020
Elguindi, N., Granier, C., Stavrakou, T., Darras, S., Bauwens, M., Cao, H., Chen, C., Denier van der Gon, H.A.C., Dubovik, O., Fu, T.M., Henze, D.K., Jiang, Z., Keita, S., Kuenen, J.J.P., Kurokawa, J., Liousse, C., Miyazaki, K., Müller, J.‐F., Qu, Z., Solmon, F. and Zheng, B.: Intercomparison of Magnitudes and Trends in Anthropogenic Surface Emissions From Bottom‐Up Inventories, Top‐Down Estimates, and Emission Scenarios. Earth’s Future, 8: e2020EF001520, 2020. doi:10.1029/2020EF001520
Gialitaki, A., A. Tsekeri, V. Amiridis, R.Ceolato, L. Paulien, A. Kampouri, A., Gkikas, S. Solomos, E. Marinou, M. Haarig, H. Baars, A. Ansmann, T. Lapyonok, A. Lopatin, O. Dubovik, S. Groß, M. Wirth, M., and D. Balis: Is the near-spherical shape the “new black” for smoke?, Atmos. Chem. Phys. Atmos. Chem. Phys., 20, 14005–14021, 2020. doi:10.5194/acp-20-14005-2020
Li, L., H. Che, Y. Derimian, O. Dubovik, G.L. Schuster, C. Chen, Q. Li, Y. Wang, B. Guo, X. Zhang: Retrievals of fine mode light-absorbing carbonaceous aerosols from POLDER/PARASOL observations over East and South Asia, Remote Sensing of Environment, 247, 111913, 2020. doi:10.1016/j.rse.2020.111913
Molero, F., Pujadas, M., Artíñano, B.: Study of the Effect of Aerosol Vertical Profile on Microphysical Properties Using GRASP Code with Sun/Sky Photometer and Multiwavelength Lidar Measurements. Remote Sensing. 12(24):4072, 2020. doi:10.3390/rs12244072
Parajuli, S. P., Stenchikov, G. L., Ukhov, A., Shevchenko, I., Dubovik, O., and Lopatin, A.: Aerosol vertical distribution and interactions with land/sea breezes over the eastern coast of the Red Sea from lidar data and high-resolution WRF-Chem simulations, Atmos. Chem. Phys., 20, 16089–16116, 2020. doi:10.5194/acp-20-16089-2020
Puthukkudy, A., Martins, J. V., Remer, L. A., Xu, X., Dubovik, O., Litvinov, P., McBride, B., Burton, S., and Barbosa, H. M. J.: Retrieval of aerosol properties from Airborne Hyper-Angular Rainbow Polarimeter (AirHARP) observations during ACEPOL 2017, Atmos. Meas. Tech., 13, 5207–5236, 2020. doi:10.5194/amt-13-5207-2020
Sogacheva, L., Popp, T., Sayer, A. M., Dubovik, O., Garay, M. J., Heckel, A., Hsu, N. C., Jethva, H., Kahn, R. A., Kolmonen, P., Kosmale, M., de Leeuw, G., Levy, R. C., Litvinov, P., Lyapustin, A., North, P., Torres, O., and Arola, A.: Merging regional and global aerosol optical depth records from major available satellite products, Atmos. Chem. Phys., 20, 2031–2056, 2020. doi:10.5194/acp-20-2031-2020
Wei, Y., Z. Li, Y. Zhang, C. Chen, O. Dubovik, Y. Zhang, H. Xu, K. Li, J. Chen, H. Wang, B. Ge, C. Fan: Validation of POLDER GRASP aerosol optical retrieval over China using SONET observations, J. Quant. Spectrosc. Radiait. Transfer, 246, 106931, 2020. doi:10.1016/j.jqsrt.2020.106931
2019
Chen, C., Dubovik, O., Henze, D. K., Chin, M., Lapyonok, T., Schuster, G. L., Ducos, F., Fuertes, D., Litvinov, P., Li, L., Lopatin, A., Hu, Q., and Torres, B.: Constraining global aerosol emissions using POLDER/PARASOL satellite remote sensing observations, Atmos. Chem. Phys., 19, 14585–14606, 2019. doi:10.5194/acp-19-14585-2019
, Z. Li, M. I. Mishchenko, D. Tanre, Y.Karol, B. Bojkov, B. Cairns, D. J. Diner, R. Espinosa, P. Goloub, X. Gu, O. Hasekamp, J. Hong, W. Hou, K. D. Knobelspiesse, J. Landgraf, L. Li, P. Litvinov, Y. Liu, A. Lopatin, T. Marbach, H. Maring, V. Martins, Y. Meijer, G. Milinevsky, S. Mukai, F. Parol, Y. Qiao, L. Remer, J. Rietjens, I. Sano, P. Stammes, S. Stamnes, X. Sun, P. Tabary, L. D. Travis, F. Waquet, F. Xu, C.Yan and D. Yin: Polarimetric remote sensing of atmospheric aerosols:instruments, methodologies, results, and perspectives, J. Quant. Spectrosc. Radiait. Transfer, 474–511, 2019. doi:10.1016/j.jqsrt.2018.11.024
, J. , L.A. , O. , T. , D. , A. Puthukkudy, D. Orozco, L. Ziemba, K.L. Thornhill and R. Levy: Retrievals of aerosol size distribution, spherical fraction, and complex refractive index from airborne in situ angular light scattering and absorption measurements, Journal of Geophysical Research: Atmospheres, 124, 2019. doi:10.1029/2018JD030009
Frouin, R., B. Franz, A. Ibrahim, K. Knobelspiesse, Z. Ahmad, B. Cairns, J. Chowdhary, H. M. Dierssen, J. Tan, O. Dubovik, X. Huang, A. B. Davis, O. Kalashnikova, D. R. Thompson, L. R. Remer, E. Boss, O. Coddington, P.-Y. Deschamps, B.-C. Gao, L. Gross, O. Hasekamp, A. Omar, B. Pelletier, D. Ramon, F. Steinmetz, P.-W. Zhai: Atmospheric Correction of Satellite Ocean-color Imagery during the PACE Era, Front. Earth Sci. 7:145, 2019. doi: 10.3389/feart.2019.00145
Herreras, M., R. Román, A. Cazorla, C. Toledano, H. Lyamani, B. Torres, V.E. Cachorro, F.J. Olmo, L. Alados-Arboledas, A.M. de Frutos: Evaluation of retrieved aerosol extinction profiles using as reference the aerosol optical depth differences between various heights, Atmospheric Research, Vol. 230,104625, 2019. doi:10.1016/j.atmosres.2019.104625
Hu, Q., Goloub, P., Veselovskii, I., Bravo-Aranda, J.-A., Popovici, I. E., Podvin, T., Haeffelin, M., Lopatin, A., Dubovik, O., Pietras, C., Huang, X., Torres, B., and Chen, C.: Long-range-transported Canadian smoke plumes in the lower stratosphere over northern France, Atmos. Chem. Phys., 19, 1173-1193, 2019. doi:10.5194/acp-19-1173-2019
Li, L., Dubovik, O., Derimian, Y., Schuster, G. L., Lapyonok, T., Litvinov, P., Ducos, F., Fuertes, D., Chen, C., Li, Z., Lopatin, A., Torres, B., and Che, H.: Retrieval of aerosol components directly from satellite and ground-based measurements, Atmos. Chem. Phys., 19, 13409–13443, 2019. doi:10.5194/acp-19-13409-2019
Remer, L. A., K. Knobelspiesse, P.-W. Zhai, F. Xu, O. Kalashnikova, J. Chowdhary, O. Hasekamp, O. Dubovik, L. Wu, Z. Ahmad, E. Boss, B. Cairns, O. Coddington, A. B. Davis, H. M. Dierssen, D. J. Diner, B. Franz, R. Frouin, B.-C. Gao, A. Ibrahim, R. C. Levy, J. V. Martins, A. H. Omar, O. Torres: Retrieving aerosol characteristics from the PACE mission, Part 2: Multi-angle and polarimetry, Front. Environ. Sci., 2019. doi: 10.3389/fenvs.2019.00094
Schuster, G. L., W. R. Espinosa, L. D. Ziemba, A. J. Beyersdorf, A. Rocha-Lima, B. E. Anderson, J. V. Martins, O. Dubovik, F. Ducos, D. Fuertes, T. Lapyonok, M. Shook, Y. Derimian and R. H. Moore: A Laboratory Experiment for the Statistical Evaluation of Aerosol Retrieval (STEAR) Algorithms, Remote Sensing, 11, 498; 2019. doi:10.3390/rs11050498
Titos, G. ,M. Ealo, R. Román, A. Cazorla, Y. Sola, O. Dubovik, A. Alastuey, and M. Pandolfi: Retrieval of aerosol properties from ceilometer and photometer measurements: long-term evaluation with in situ data and statistical analysis at Montsec (southern Pyrenees), Atmos. Meas. Tech., 12, 3255–3267, 2019. doi:10.5194/amt-12-3255-2019
Waquet, F., Herman, M.: The truncation problem, J. Quant. Spectrosc. Radiait. Transfer, 229, 80-91, 2019. doi:10.1016/j.jqsrt.2019.02.001
Xu F., D. J. Diner, O. Dubovik, and Y. Schechner: A Correlated Multi-Pixel Inversion Approach for Aerosol Remote Sensing, Remote Sensing, 11(7), 746, 2019. doi:10.3390/rs11070746
2018
2017
Benavent-Oltra, J. A., R. Román, M. J. Granados-Muñoz, D. Pérez-Ramírez, P. Ortiz-Amezcua, C. Denjean, A. Lopatin, H. Lyamani, B. Torres, J. L. Guerrero-Rascado, D. Fuertes, O. Dubovik, A. Chaikovsky, F. J. Olmo, M. Mallet, and L. Alados-Arboledas: Comparative assessment of GRASP algorithm for a dust event over Granada (Spain) during ChArMEx-ADRIMED 2013 campaign, Atmos. Meas. Tech., 10, 4439–4457, 2017. doi:10.5194/amt-10-4439-2017
Espinosa, W. R., L. A. Remer, O. Dubovik, L. Ziemba, A.s Beyersdorf, D. Orozco, G. Schuster, T. Lapyonok, D. Fuertes, and J. V.i Martins: Retrievals of aerosol optical and microphysical properties from Imaging Polar Nephelometer scattering measurements, Atmos. Meas. Tech., 10, 811-824, 2017. doi:10.5194/amt-10-811-2017
Román, R., B. Torres, D.Fuertes, V. E. Cachorro, O. Dubovik, C. Toledano, A. Cazorla, A. Barreto, J.L. Bosch, T. Lapyonok, R. González, P. Goloub, M. R. Perrone, F. J. Olmo, A. de Frutos, and L. Alados-Arboledas: Remote sensing of lunar aureole with a sky camera: Adding information in the nocturnal retrieval of aerosol properties with GRASP code, Remote Sens. Environ.,196, 238–252, 2017. doi:10.1016/j.rse.2017.05.013
Torres, B., O. Dubovik, D. Fuertes, G. Schuster, V. E. Cachorro, T. Lapyonok, P. Goloub, L. Blarel, A. Barreto, M. Mallet, C. Toledano, and D. Tanré: Advanced characterization of aerosol properties from measurements of spectral optical depth using the GRASP algorithm, Atmos. Meas. Tech., 10, 3743-3781, 2017. doi:10.5194/amt-10-3743-2017
Tsekeri, A., A. Lopatin, V. Amiridis, E. Marinou, J. Igloffstein, N. Siomos, S. Solomos, P. Kokkalis, R. Engelmann, H. Baars, M. Gratsea, P. I. Raptis, I. Binietoglou, N. Mihalopoulos, N. Kalivitis, G. Kouvarakis, N. Bartsotas, G. Kallos, S. Basart, D. Schuettemeyer, U. Wandinger, A. Ansmann, A.P. Chaikovsky, and O. Dubovik: GARRLiC and LIRIC: strengths and limitations for the characterization of dust and marine particles along with their mixtures, Atmos. Meas. Tech., 10, 4995–5016, 2017 doi:10.5194/amt-10-4995-2017
2016
Bovchaliuk, V., P. Goloub, T. Podvin, I. Veselovskii, D. Tanre, A. Chaikovsky, O. Dubovik, A. Mortier, A. Lopatin, M. Korenskiy, and S. Victori: Comparison of aerosol properties retrieved using GARRLiC, LIRIC, and Raman algorithms applied to multi-wavelength LIDAR and sun/sky-photometer data, Atmos. Meas. Tech., 9, 3391–3405, 2016. doi:10.5194/amt-9-3391-2016,
Derimian, Y., O. Dubovik, X. Huang, T. Lapyonok, P. Litvinov, A. Kostinski, P. Dubuisson, and F. Ducos: Comprehensive tool for calculation of radiative fluxes: illustration of shortwave aerosol radiative effect sensitivities to the details in aerosol and underlying surface characteristics, Atmos. Chem. Phys., 2016, 16, 5763-5780, 2016. doi:10.5194/acp-16-5763-2016
Granados-Muñoz, M. J., F. Navas-Guzmán, J. L. Guerrero-Rascado, J. A. Bravo-Aranda, I. Binietoglou, S. N. Pereira, S. Basart, J. M. Baldasano, L. Belegante, A. Chaikovsky, A. Comerón, G. D’Amico, O. Dubovik, L. Ilic, P. Kokkalis, C. Muñoz-Porcar, S. Nickovic, D. Nicolae, F. J. Olmo, A. Papayannis, G. Pappalardo, A. Rodríguez, K. Schepanski, M. Sicard, A. Vukovic, U. Wandinger, F. Dulac, and L. Alados-Arboledas: Profiling of aerosol microphysical properties at several EARLINET/AERONET sites during July 2012 ChArMEx/EMEP campaign, Atmos. Chem. Phys., 16, 7043-7066, 2016. doi:10.5194/acp-16-7043-2016
Granados-Muñoz, M. J., J. A. Bravo-Aranda, D. Baumgardner, J. L. Guerrero-Rascado, D. Pérez-Ramírez, F. Navas-Guzmán, I. Veselovskii, H. Lyamani, A. Valenzuela, F. J. Olmo, G. Titos, J. Andrey, A. Chaikovsky, O. Dubovik, M. Gil-Ojeda, and L. Alados-Arboledas: A comparative study of aerosol microphysical properties retrieved from ground-based remote sensing and aircraft in situ measurements during a Saharan dust event, Atmos. Meas. Tech., 9, 1113-1133, 2016. doi:10.5194/amt-9-1113-2016
Popp T., G. de Leeuw, C. Bingen, C. Brühl, V. Capelle, A. Chedin, L. Clarisse, O. Dubovik, R. Grainger, J. Griesfeller, A. Heckel, S. Kinne, L. Klüser, M. Kosmale, P. Kolmonen, L. Lelli, P. Litvinov, L. Mei, P. North, S. Pinnock, A. Povey, C. Robert, M. Schulz, L. Sogacheva, K. Stebel, D. Stein Zweers, G. Thomas, L. Gijsbert Tilstra, S. Vandenbussche, P. Veefkind, M. Vountas and Y. Xue: Development, Production and Evaluation of Aerosol Climate Data Records from European Satellite Observations (Aerosol_cci), Remote Sens., 8, 421, 2016. doi:10.3390/rs8050421
2011 – 2015
Kokhanovsky, A.A, A. B. Davis, B. Cairns, O. Dubovik, O. Hasekamp, I. Sano, S. Mukai, V. V. Rozanov, P. Litvinov, T. Lapyonok, I. S. Kolomiets, Y. A. Oberemok, S. Savenkov, A. Wasilewski, A. di Noia, F. Xu, M. Duan and R. Munro: Space-Based Remote Sensing of Atmospheric Aerosols: The Multi-Angle Spectro-Polarimetric Frontier, Earth-Science Reviews, 145, 85–116, 2015. doi:10.1016/j.earscirev.2015.01.012
Dubovik, O., T. Lapyonok, P. Litvinov, M. Herman, D. Fuertes, F. Ducos, A. Lopatin, A. Chaikovsky, B. Torres, Y. Derimian, X. Huang, M. Aspetsberger, and C. Federspiel: GRASP: a versatile algorithm for characterizing the atmosphere, SPIE: Newsroom, Published Online: September 19, 2014. doi:10.1117/2.1201408.005558
Milinevsky, G., V. Danylevsky, V. Bovchaliuk, A. Bovchaliuk, Ph. Goloub, O. Dubovik, V. Kabashnikov, A. Chaikovsky, M. Miatselskaya, M. Mishchenko, and M. Sosonkin: Aerosol seasonal variations over urban-industrial regions in Ukraine according to AERONET and POLDER measurements, Atmos. Meas. Tech., 7, 1459-1474, 2014. doi:10.5194/amt-7-1459-2014
Torres, B., O. Dubovik, C. Toledano, A. Berjon, V. E. Cachorro, T. Lapyonok, and P. Goloub: Sensitivity of aerosol retrieval to geometrical configuration of ground-based sun/sky-radiometer observations, Atmos. Chem. Phys., 14, 847–875, 2014. doi:10.5194/acp-14-847-2014
Tsekeri, A., V. Amiridis, P. Kokkalis, S. Basart, A. Chaikovsky, O. Dubovik, R.E. Mamouri, A. Papayannis, and J. M. Baldasano: Application of a Synergetic Lidar and Sunphotometer Algorithm for the Characterization of a Dust Event Over Athens, Greece, British Journal of Environment and Climate, 3(4), 531-546, 2013. doi:10.9734/BJECC/2013/2615
Lopatin, A., O. Dubovik, A. Chaikovsky, Ph. Goloub, T. Lapyonok, D. Tanré, and P. Litvinov: Enhancement of aerosol characterization using synergy of lidar and sun – photometer coincident ob-servations: the GARRLiC algorithm, Atmos. Meas. Tech., 6, 2065-2088, 2013. doi:10.5194/amt-6-2065-2013
Dubovik, O., Herman, M., Holdak, A., Lapyonok, T., Tanré, D., Deuzé, J. L., Ducos, F., Sinyuk, A., and Lopatin, A.: Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations, Atmos. Meas. Tech., 4, 975-1018, 2011. doi:10.5194/amt-4-975-2011