Direct radiative effect of aerosols estimated using ensemble-based data assimilation in a global aerosol climate model

Research output: Contribution to journalArticlepeer-review

17 Citations (Scopus)

Abstract

We developed a new ensemble-based data-assimilation system based on a global aerosol climate model and performed a 1-month assimilation experiment using satellite optical measurements from MODIS onboard TERRA and AQUA to estimate the direct radiative effect (DRE) of aerosols. Using the assimilated data field, monthly averaged optical thickness (AOT) was estimated to be 0.15 ± 0.030 (a 52.0% increase over a priori), and the root mean-square difference (RMSD) between modeled values and MODIS measurements was reduced by 28.4%. Independent validation using globally distributed AERONET measurements showed that the a posteriori data achieved better agreement with 82.5% of 80 AERONET sites. However, improvements in ngstrm exponents were limited (50.0% of sites). Using the assimilated aerosol field, we modeled the aerosol DRE. A posteriori whole-and clear-sky DREs at the top of the atmosphere were estimated to be-1.1 ± 0.35 and-2.5 ± 0.49 W/m2, respectively, in May 2007 and were close to previously reported measurement-based estimates.

Original languageEnglish
Article numberL21802
JournalGeophysical Research Letters
Volume38
Issue number21
DOIs
Publication statusPublished - Nov 1 2011

All Science Journal Classification (ASJC) codes

  • Geophysics
  • Earth and Planetary Sciences(all)

Fingerprint Dive into the research topics of 'Direct radiative effect of aerosols estimated using ensemble-based data assimilation in a global aerosol climate model'. Together they form a unique fingerprint.

Cite this