TY - JOUR
T1 - Gradient Correlation Method for the Stabilization of Inversion Results of Aerosol Microphysical Properties Retrieved from Profiles of Optical Data
AU - Kolgotin, Alexei
AU - Muller, Detlef
AU - Romanov, Anton
AU - Chemyakin, Eduard
N1 - Publisher Copyright:
© 2016 Owned by the authors, published by EDP Sciences.
PY - 2016/6/7
Y1 - 2016/6/7
N2 - Correlation relationships between aerosol microphysical parameters and optical data are investigated. The results show that surface-area concentrations and extinction coefficients are linearly correlated with a correlation coefficient above 0.99 for arbitrary particle size distribution. The correlation relationships that we obtained can be used as constraints in our inversion of optical lidar data. Simulation studies demonstrate a significant stabilization of aerosol microphysical data products if we apply the gradient correlation method in our traditional regularization technique.
AB - Correlation relationships between aerosol microphysical parameters and optical data are investigated. The results show that surface-area concentrations and extinction coefficients are linearly correlated with a correlation coefficient above 0.99 for arbitrary particle size distribution. The correlation relationships that we obtained can be used as constraints in our inversion of optical lidar data. Simulation studies demonstrate a significant stabilization of aerosol microphysical data products if we apply the gradient correlation method in our traditional regularization technique.
UR - http://www.scopus.com/inward/record.url?scp=84976270432&partnerID=8YFLogxK
U2 - 10.1051/epjconf/201611923020
DO - 10.1051/epjconf/201611923020
M3 - Conference article
AN - SCOPUS:84976270432
SN - 2101-6275
VL - 119
JO - EPJ Web of Conferences
JF - EPJ Web of Conferences
M1 - 23020
T2 - 27th International Laser Radar Conference, ILRC 2015
Y2 - 5 July 2015 through 10 July 2015
ER -