A Combined Lidar-Polarimeter Inversion ...
Document type :
Article dans une revue scientifique: Article original
Permalink :
Title :
A Combined Lidar-Polarimeter Inversion Approach for Aerosol Remote Sensing Over Ocean
Author(s) :
Xu, Feng [Auteur]
University of Oklahoma [OU]
Gao, Lan [Auteur]
University of Oklahoma [OU]
Redemann, Jens [Auteur]
University of Oklahoma [OU]
Flynn, Connor J. [Auteur]
University of Oklahoma [OU]
Espinosa, W. Reed [Auteur]
NASA Goddard Space Flight Center [GSFC]
Da Silva, Arlindo M. [Auteur]
NASA Goddard Space Flight Center [GSFC]
Stamnes, Snorre [Auteur]
NASA Langley Research Center [Hampton] [LaRC]
Burton, Sharon P. [Auteur]
NASA Langley Research Center [Hampton] [LaRC]
Liu, Xu [Auteur]
NASA Langley Research Center [Hampton] [LaRC]
Ferrare, Richard [Auteur]
NASA Langley Research Center [Hampton] [LaRC]
Cairns, Brian [Auteur]
NASA Goddard Institute for Space Studies [GISS]
Doubovik, Oleg [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
University of Oklahoma [OU]
Gao, Lan [Auteur]
University of Oklahoma [OU]
Redemann, Jens [Auteur]
University of Oklahoma [OU]
Flynn, Connor J. [Auteur]
University of Oklahoma [OU]
Espinosa, W. Reed [Auteur]
NASA Goddard Space Flight Center [GSFC]
Da Silva, Arlindo M. [Auteur]
NASA Goddard Space Flight Center [GSFC]
Stamnes, Snorre [Auteur]
NASA Langley Research Center [Hampton] [LaRC]
Burton, Sharon P. [Auteur]
NASA Langley Research Center [Hampton] [LaRC]
Liu, Xu [Auteur]
NASA Langley Research Center [Hampton] [LaRC]
Ferrare, Richard [Auteur]
NASA Langley Research Center [Hampton] [LaRC]
Cairns, Brian [Auteur]
NASA Goddard Institute for Space Studies [GISS]
Doubovik, Oleg [Auteur]

Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Journal title :
Front. Remote Sens.
Abbreviated title :
Front. Remote Sens.
Volume number :
2
Pages :
-
Publication date :
2023-10-13
ISSN :
2673-6187
English keyword(s) :
aerosols
remote sensing
lidar-polarimeter
combined retrieval
radiative transfer
remote sensing
lidar-polarimeter
combined retrieval
radiative transfer
HAL domain(s) :
Planète et Univers [physics]/Océan, Atmosphère
English abstract : [en]
An optimization algorithm is developed to retrieve the vertical profiles of aerosol concentration, refractive index and size distribution, spherical particle fraction, as well as a set of ocean surface reflection properties. ...
Show more >An optimization algorithm is developed to retrieve the vertical profiles of aerosol concentration, refractive index and size distribution, spherical particle fraction, as well as a set of ocean surface reflection properties. The retrieval uses a combined set of lidar and polarimeter measurements. Our inversion includes using 1) a hybrid radiative transfer (RT) model that combines the computational strengths of the Markov-chain and adding-doubling approaches in modeling polarized RT in vertically inhomogeneous and homogeneous media, respectively; 2) a bio-optical model that represents the water-leaving radiance as a function of chlorophyll-a concentration for open ocean; 3) the constraints regarding the smooth variations of several aerosol properties along altitude; and 4) an optimization scheme. We tested the retrieval using 50 sets of coincident lidar and polarimetric data acquired by NASA Langley airborne HSRL-2 and GISS RSP respectively during the ORACLES field campaign. The retrieved vertical profiles of aerosol single scattering albedo (SSA) and size distribution are compared to the reference data measured by University of Hawaii’s HiGEAR instrumentation suite. At the vertical resolution of 315 m, the mean absolute difference (MAD) between retrieved and HiGEAR derived aerosol SSA is 0.028. And the MADs between retrieved and HiGEAR effective radius of aerosol size distribution are 0.012 and 0.377 micron for fine and coarse aerosols, respectively. The retrieved aerosol optical depth (AOD) above aircraft are compared to NASA Ames 4-STAR measurement. The MADs are found to be 0.010, 0.006, and 0.004 for AOD at 355, 532 and 1,064 nm, respectively.Show less >
Show more >An optimization algorithm is developed to retrieve the vertical profiles of aerosol concentration, refractive index and size distribution, spherical particle fraction, as well as a set of ocean surface reflection properties. The retrieval uses a combined set of lidar and polarimeter measurements. Our inversion includes using 1) a hybrid radiative transfer (RT) model that combines the computational strengths of the Markov-chain and adding-doubling approaches in modeling polarized RT in vertically inhomogeneous and homogeneous media, respectively; 2) a bio-optical model that represents the water-leaving radiance as a function of chlorophyll-a concentration for open ocean; 3) the constraints regarding the smooth variations of several aerosol properties along altitude; and 4) an optimization scheme. We tested the retrieval using 50 sets of coincident lidar and polarimetric data acquired by NASA Langley airborne HSRL-2 and GISS RSP respectively during the ORACLES field campaign. The retrieved vertical profiles of aerosol single scattering albedo (SSA) and size distribution are compared to the reference data measured by University of Hawaii’s HiGEAR instrumentation suite. At the vertical resolution of 315 m, the mean absolute difference (MAD) between retrieved and HiGEAR derived aerosol SSA is 0.028. And the MADs between retrieved and HiGEAR effective radius of aerosol size distribution are 0.012 and 0.377 micron for fine and coarse aerosols, respectively. The retrieved aerosol optical depth (AOD) above aircraft are compared to NASA Ames 4-STAR measurement. The MADs are found to be 0.010, 0.006, and 0.004 for AOD at 355, 532 and 1,064 nm, respectively.Show less >
Language :
Anglais
Audience :
Internationale
Popular science :
Non
Administrative institution(s) :
Université de Lille
CNRS
CNRS
Collections :
Submission date :
2024-05-06T22:19:05Z
2024-06-05T06:38:38Z
2024-06-05T06:38:38Z