# Data Assimilation of AOD and Estimation of Surface Particulate Matters over the Arctic
## 4 Summaries and Conclusions
(2017)_ _[PERSON]; [PERSON]; [PERSON]; [PERSON] Assimilation of MODIS dark target and deep blue observations in the dust aerosol component of NMMB-MONARCH Version 1.0. Geosci. Model Dev._**2017**, _10_, 1107-1129. [CrossRef]
* _[PERSON] et al. (2017)_ _[PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Impact of Moderate Resolution Imaging Spectroradiometer (MODIS) aerosol optical depth (AOD) and AirNow PM2:5 assimilation on Community Multi-scale Air Quality (CMAQ) aerosol predictions over the contiguous United States. J. Geophys. Res. Atmos._**2017**, _122_, 5399-5415. [CrossRef]
* _[PERSON] et al. (2017)_ _[PERSON]; [PERSON]; [PERSON]; [PERSON] Improving PM2.5 forecast over China by the joint adjustment of initial conditions and source emissions with an ensemble Kalman filter. Atmos. Chem. Phys._**2017**, _17_, 4837-4855. [CrossRef]
* _[PERSON] et al. (2017)_ _[PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Assimilation of AERONET and MODIS AOT observations using variational and ensemble data assimilation methods and its impact on aerosol forecasting skill. J. Geophys. Res. Atmos._**2017**, _122_, 4967-4992. [CrossRef]
* _[PERSON] et al. (2014)_ _[PERSON]; [PERSON]; [PERSON]; [PERSON] Assimilating aerosol observations with a \"hybrid\" variational-ensemble data assimilation system. J. Geophys. Res. Atmos._**2014**, _119_, 4043-4069. [CrossRef]
* _[PERSON] et al. (2020)_ _[PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] Evaluating the impact of assimilating aerosol optical depth observations on dust forecasts over North Africa and East Atlantic using different data assimilation methods. J. Adv. Model. Earth Syst._**2020**, _12_, e2019 MS001890. [CrossRef]
* _[PERSON] et al. (2008)_ _[PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] A Description of the Advanced Research Week Version 3 (No. NCAR/TN-475+STR)_; University Corporation for Atmospheric Research: Boulder, CO, USA, 2008; pp. 1-113. * _[PERSON] (1990)_ _[PERSON]; [PERSON] Use of four-dimensional data assimilation in a limited-areas mesoscale model. Part I: Experiments with synoptic-scale data. _Mon. Wa. Rev._**1990**, _118_, 1250-1277. [CrossRef]
* _[PERSON] and Seaman (1994)_ _[PERSON]; [PERSON] Mmulti-scale four-dimensional data assimilation. J. Appl. Meteor._**1994**, _33_, 416-434. [CrossRef]
* _[PERSON] et al. (2004)_ _[PERSON]; [PERSON]; [PERSON] A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation._ Mon. Weather Rev._**2004**, _132_, 103-120. [CrossRef]
* _[PERSON] et al. (2008)_ _[PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models. J. Geophys. Res._**2008**, _113_, D13103. [CrossRef]
* _[PERSON] (2004)_ _[PERSON] The Kain-Fritish convective parameterization: An update. J. Appl. Meteor._**2004**, _43_, 170-181. [CrossRef]
* _[PERSON] et al. (2006)_ _[PERSON]; [PERSON]; [PERSON] A new vertical diffusion package with an explicit treatment of entrainment processes. Mon. Weather Rev._**2006**, _134_, 2318-2341. [CrossRef]
* _[PERSON] (2010)_ _[PERSON]. Development of a condensed SAPRC-07 chemical mechanism. Atmos. Environ._**2010**, _44_, 5336-5345. [CrossRef]* [PERSON] and [PERSON] (2003) [PERSON]; [PERSON] Models-3 Community Multiscale Air Quality (CMAQ) model aerosol component 1. Model description. _J. Geophys. Res._**2003**, _108_, 4183. [CrossRef]
* [PERSON] and [PERSON] (2006) [PERSON]; [PERSON] Review of the governing equations, computational algorithms, and other components of the models-3 community multiscale air quality (CMAQ) modeling system. _Appl. Mach. Rev._**2006**, _59_, 51-77. [CrossRef]
* [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; et al. Arctic air pollution New insights from POLARCAT-IPY. _Bull. Am. Meteor. Soc._**2014**, _95_, 1873-1875. [CrossRef]
* [PERSON] et al.