메뉴 건너뛰기




Volumn 13, Issue 20, 2013, Pages 10425-10444

Aerosol optical depth assimilation for a size-resolved sectional model: Impacts of observationally constrained, multi-wavelength and fine mode retrievals on regional scale analyses and forecasts

Author keywords

[No Author keywords available]

Indexed keywords

AEROSOL; ATMOSPHERIC CHEMISTRY; DATA ASSIMILATION; GEOSTATISTICS; INTERPOLATION; MODIS; OPTICAL DEPTH; OPTIMIZATION; PARTICLE SIZE; SIZE DISTRIBUTION; THREE-DIMENSIONAL MODELING;

EID: 84886715745     PISSN: 16807316     EISSN: 16807324     Source Type: Journal    
DOI: 10.5194/acp-13-10425-2013     Document Type: Article
Times cited : (70)

References (91)
  • 1
    • 0036232543 scopus 로고    scopus 로고
    • A parameterization of aerosol activation 3. Sectional representation
    • doi:10.1029/2001jd000483
    • Abdul-Razzak, H. and Ghan, S. J.: A parameterization of aerosol activation 3. Sectional representation, J. Geophys. Res., 107, 4026, doi:10.1029/2001jd000483, 2002.
    • (2002) J. Geophys. Res. , vol.107 , pp. 4026
    • Abdul-Razzak, H.1    Ghan, S.J.2
  • 2
    • 54549103143 scopus 로고    scopus 로고
    • A regional scale chemical transport modeling of Asian aerosols with data assimilation of AOD observations using optimal interpolation technique
    • doi:10.1016/j.atmosenv.2008.08.031
    • Adhikary, B., Kulkarni, S., Dallura, A., Tang, Y., Chai, T., Leung, L. R., Qian, Y., Chung, C. E., Ramanathan, V., and Carmichael, G. R.: A regional scale chemical transport modeling of Asian aerosols with data assimilation of AOD observations using optimal interpolation technique, Atmos. Environ., 42, 8600-8615, doi:10.1016/j.atmosenv.2008.08.031, 2008.
    • (2008) Atmos. Environ. , vol.42 , pp. 8600-8615
    • Adhikary, B.1    Kulkarni, S.2    Dallura, A.3    Tang, Y.4    Chai, T.5    Leung, L.R.6    Qian, Y.7    Chung, C.E.8    Ramanathan, V.9    Carmichael, G.R.10
  • 3
    • 77955435649 scopus 로고    scopus 로고
    • Technical Note: Evaluation of the WRF-Chem "aerosol Chemical to Aerosol Optical Properties" Module using data from the MILAGRO campaign
    • doi:10.5194/acp-10-7325-2010
    • Barnard, J. C., Fast, J. D., Paredes-Miranda, G., Arnott, W. P., and Laskin, A.: Technical Note: Evaluation of the WRF-Chem "Aerosol Chemical to Aerosol Optical Properties" Module using data from the MILAGRO campaign, Atmos. Chem. Phys., 10, 7325-7340, doi:10.5194/acp-10-7325-2010, 2010.
    • (2010) Atmos. Chem. Phys. , vol.10 , pp. 7325-7340
    • Barnard, J.C.1    Fast, J.D.2    Paredes-Miranda, G.3    Arnott, W.P.4    Laskin, A.5
  • 4
    • 77955429089 scopus 로고    scopus 로고
    • Beyond Gaussian statistical modeling in geophysical data assimilation
    • Bocquet, M., Pires, C. A., and Wu, L.: Beyond Gaussian statistical modeling in geophysical data assimilation, Monthly Weather Review, 138, 2997-3023, 2010.
    • (2010) Monthly Weather Review , vol.138 , pp. 2997-3023
    • Bocquet, M.1    Pires, C.A.2    Wu, L.3
  • 5
    • 70349333100 scopus 로고    scopus 로고
    • Aerosol analysis and forecast in the European Centre for Medium-Range Weather Forecasts Integrated Forecast System: 2. Data assimilation
    • doi:10.1029/2008JD011115
    • Benedetti, A., Morcrette, J., Boucher, O., Dethof, A., Enge-len, R., Fisher, M., Flentje, H., Huneeus, N., Jones, L., and Kaiser, J.: Aerosol analysis and forecast in the European Centre for Medium-Range Weather Forecasts Integrated Forecast System: 2. Data assimilation, J. Geophys. Res, 114, D13205, doi:10.1029/2008JD011115, 2009.
    • (2009) J. Geophys. Res , vol.114
    • Benedetti, A.1    Morcrette, J.2    Boucher, O.3    Dethof, A.4    Enge-Len, R.5    Fisher, M.6    Flentje, H.7    Huneeus, N.8    Jones, L.9    Kaiser, J.10
  • 7
    • 61349197973 scopus 로고    scopus 로고
    • Coupling aerosol-cloud-radiative processes in the WRF-Chem model: Investigating the radiative impact of elevated point sources
    • doi:10.5194/acp-9-945-2009
    • Chapman, E. G., Gustafson Jr., W. I., Easter, R. C., Barnard, J. C., Ghan, S. J., Pekour, M. S., and Fast, J. D.: Coupling aerosol-cloud-radiative processes in the WRF-Chem model: Investigating the radiative impact of elevated point sources, Atmos. Chem. Phys., 9, 945-964, doi:10.5194/acp-9-945-2009, 2009.
    • (2009) Atmos. Chem. Phys. , vol.9 , pp. 945-964
    • Chapman, E.G.1    Gustafson Jr., W.I.2    Easter, R.C.3    Barnard, J.C.4    Ghan, S.J.5    Pekour, M.S.6    Fast, J.D.7
  • 8
    • 0032004380 scopus 로고    scopus 로고
    • Parameterizations for cloud overlapping and shortwave single-scattering properties for use in general circulation and cloud ensemble models
    • Chou, M.-D., Suarez, M. J., Ho, C.-H., Yan, M. M., and Lee, K.-T.: Parameterizations for cloud overlapping and shortwave single-scattering properties for use in general circulation and cloud ensemble models, J. Climate, 11, 202-214, 1998.
    • (1998) J. Climate , vol.11 , pp. 202-214
    • Chou, M.-D.1    Suarez, M.J.2    Ho, C.-H.3    Yan, M.M.4    Lee, K.-T.5
  • 9
    • 16744362767 scopus 로고    scopus 로고
    • A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements
    • doi:10.1029/2000jd900282
    • Dubovik, O. and King, M. D.: A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements, J. Geophys. Res.-Atmos., 105, 20673-20696, doi:10.1029/2000jd900282, 2000.
    • (2000) J. Geophys. Res.-Atmos. , vol.105 , pp. 20673-20696
    • Dubovik, O.1    King, M.D.2
  • 10
    • 0033794388 scopus 로고    scopus 로고
    • Accuracy assessments of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements
    • doi:10.1029/2000jd900040
    • Dubovik, O., Smirnov, A., Holben, B. N., King, M. D., Kaufman, Y. J., Eck, T. F., and Slutsker, I.: Accuracy assessments of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements, J. Geo-phys. Res.-Atmos., 105, 9791-9806, doi:10.1029/ 2000jd900040, 2000.
    • (2000) J. Geo-phys. Res.-Atmos. , vol.105 , pp. 9791-9806
    • Dubovik, O.1    Smirnov, A.2    Holben, B.N.3    King, M.D.4    Kaufman, Y.J.5    Eck, T.F.6    Slutsker, I.7
  • 11
    • 34249817837 scopus 로고    scopus 로고
    • Emission rate and chemical state estimation by 4-dimensional variational inversion
    • Elbern, H., Strunk, A., Schmidt, H., and Talagrand, O.: Emission rate and chemical state estimation by 4-dimensional variational inversion, Atmos. Chem. Phys., 7, 3749-3769, doi:10.5194/acp-7-3749-2007, 2007. (Pubitemid 47120428)
    • (2007) Atmospheric Chemistry and Physics , vol.7 , Issue.14 , pp. 3749-3769
    • Elbern, H.1    Strunk, A.2    Schmidt, H.3    Talagrand, O.4
  • 13
    • 84886706325 scopus 로고    scopus 로고
    • EPA: National Trends in Nitrogen Dioxide Levels
    • EPA: National Trends in Nitrogen Dioxide Levels, http://www.epa. gov/airtrends/nitrogen.html, 2013.
    • (2013)
  • 14
    • 34248180208 scopus 로고    scopus 로고
    • Evolution of ozone, particulates, and aerosol direct radiative forcing in the vicinity of Houston using a fully coupled meteorology-chemistry-aerosol model
    • DOI 10.1029/2005JD006721
    • Fast, J. D., Gustafson Jr, W. I., Easter, R. C., Zaveri, R. A., Barnard, J. C., Chapman, E. G., Grell, G. A., and Peck-ham, S. E.: Evolution of ozone, particulates, and aerosol direct radiative forcing in the vicinity of Houston using a fully coupled meteorology-chemistry-aerosol model, J. Geophys. Res., 111, D21305, doi:10.1029/2005JD006721, 2006. (Pubitemid 46978606)
    • (2006) Journal of Geophysical Research D: Atmospheres , vol.111 , Issue.21
    • Fast, J.D.1    Gustafson Jr., W.I.2    Easter, R.C.3    Zaveri, R.A.4    Barnard, J.C.5    Chapman, E.G.6    Grell, G.A.7    Peckham, S.E.8
  • 16
    • 34347357232 scopus 로고    scopus 로고
    • Assimilation of POLDER aerosol optical thickness into the LMDz-INCA model: Implications for the Arctic aerosol burden
    • DOI 10.1029/2005JD006954
    • Generoso, S., Bréon, F. M., Chevallier, F., Balkanski, Y., Schulz, M., and Bey, I.: Assimilation of POLDER aerosol optical thickness into the LMDz-INCA model: implications for the Arctic aerosol burden, J. Geophys. Res.-Atmos., 112, D02311, doi:10.1029/2005jd006954, 2007. (Pubitemid 47263290)
    • (2007) Journal of Geophysical Research D: Atmospheres , vol.112 , Issue.2
    • Generoso, S.1    Breon, F.-M.2    Chevallier, F.3    Balkanski, Y.4    Schulz, M.5    Bey, I.6
  • 17
    • 84886688631 scopus 로고    scopus 로고
    • GMAO: http://gmao.gsfc.nasa.gov/forecasts/2013.
    • (2013)
  • 18
    • 0030977644 scopus 로고    scopus 로고
    • Modeling sea-salt aerosols in the atmosphere 1. Model development
    • Gong, S., Barrie, L., and Blanchet, J.-P.: Modeling sea-salt aerosols in the atmosphere 1. Model development, J. Geophys. Res., 102, 3805-3818, 1997.
    • (1997) J. Geophys. Res. , vol.102 , pp. 3805-3818
    • Gong, S.1    Barrie, L.2    Blanchet, J.-P.3
  • 19
    • 27544471362 scopus 로고    scopus 로고
    • Fully coupled "online" chemistry within the WRF model
    • DOI 10.1016/j.atmosenv.2005.04.027, PII S1352231005003560
    • Grell, G., Peckham, S. E., Schmitz, R., McKeen, S. A., Frost, G., Skamarock, W. C., and Eder, B.: Fully coupled "online" chemistry within the WRF model, Atmos. Environ., 39, 6957-6975, doi:10.1016/j.atmosenv. 2005.04.027, 2005. (Pubitemid 41539465)
    • (2005) Atmospheric Environment , vol.39 , Issue.37 , pp. 6957-6975
    • Grell, G.A.1    Peckham, S.E.2    Schmitz, R.3    McKeen, S.A.4    Frost, G.5    Skamarock, W.C.6    Eder, B.7
  • 20
    • 79958130404 scopus 로고    scopus 로고
    • Inclusion of biomass burning in WRF-Chem: Impact of wildfires on weather forecasts
    • doi:10.5194/acp-11-5289-2011
    • Grell, G., Freitas, S. R., Stuefer, M., and Fast, J.: Inclusion of biomass burning in WRF-Chem: impact of wildfires on weather forecasts, Atmos. Chem. Phys., 11, 5289-5303, doi:10.5194/acp-11-5289-2011, 2011.
    • (2011) Atmos. Chem. Phys. , vol.11 , pp. 5289-5303
    • Grell, G.1    Freitas, S.R.2    Stuefer, M.3    Fast, J.4
  • 21
    • 33746885462 scopus 로고    scopus 로고
    • Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature)
    • Guenther, A., Karl, T., Harley, P., Wiedinmyer, C., Palmer, P. I., and Geron, C.: Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature), Atmos. Chem. Phys., 6, 3181-3210, doi:10.5194/acp-6-3181-2006, 2006. (Pubitemid 44197400)
    • (2006) Atmospheric Chemistry and Physics , vol.6 , Issue.11 , pp. 3181-3210
    • Guenther, A.1    Karl, T.2    Harley, P.3    Wiedinmyer, C.4    Palmer, P.I.5    Geron, C.6
  • 24
    • 78650863704 scopus 로고    scopus 로고
    • Satellite observations cap the atmospheric organic aerosol budget
    • doi:10.1029/2010GL045095
    • Heald, C. L., Ridley, D. A., Kreidenweis, S. M., and Drury, E. E.: Satellite observations cap the atmospheric organic aerosol budget, Geophys. Res. Lett, 37, L24808, doi:10.1029/2010GL045095, 2010.
    • (2010) Geophys. Res. Lett , vol.37
    • Heald, C.L.1    Ridley, D.A.2    Kreidenweis, S.M.3    Drury, E.E.4
  • 25
    • 84864370479 scopus 로고    scopus 로고
    • A simple relationship between cloud drop number concentration and precursor aerosol concentration for the regions of Earth's large marine stratocumulus decks
    • doi:10.5194/acp-12-1229-2012
    • Hegg, D. A., Covert, D. S., Jonsson, H. H., and Woods, R. K.: A simple relationship between cloud drop number concentration and precursor aerosol concentration for the regions of Earth's large marine stratocumulus decks, Atmos. Chem. Phys., 12, 1229-1238, doi:10.5194/acp-12-1229-2012, 2012.
    • (2012) Atmos. Chem. Phys. , vol.12 , pp. 1229-1238
    • Hegg, D.A.1    Covert, D.S.2    Jonsson, H.H.3    Woods, R.K.4
  • 26
    • 70350617600 scopus 로고    scopus 로고
    • 2.5 precursor emissions using the adjoint of GEOS-Chem
    • doi:10.5194/acp-9-5877-2009
    • 2.5 precursor emissions using the adjoint of GEOS-Chem, Atmos. Chem. Phys., 9, 5877-5903, doi:10.5194/acp-9-5877-2009, 2009.
    • (2009) Atmos. Chem. Phys. , vol.9 , pp. 5877-5903
    • Henze, D.K.1    Seinfeld, J.H.2    Shindell, D.T.3
  • 27
    • 84860451711 scopus 로고    scopus 로고
    • Modeling anthropogenically controlled secondary organic aerosols in a megacity: A simplified framework for global and climate models
    • doi:10.5194/gmd-4-901-2011
    • Hodzic, A. and Jimenez, J. L.: Modeling anthropogenically controlled secondary organic aerosols in a megacity: a simplified framework for global and climate models, Geosci. Model Dev., 4, 901-917, doi:10.5194/gmd-4-901-2011, 2011.
    • (2011) Geosci. Model Dev. , vol.4 , pp. 901-917
    • Hodzic, A.1    Jimenez, J.L.2
  • 31
    • 84861542027 scopus 로고    scopus 로고
    • Estimating aerosol emissions by assimilating observed aerosol optical depth in a global aerosol model
    • doi:10.5194/acp-12-4585-2012
    • Huneeus, N., Chevallier, F., and Boucher, O.: Estimating aerosol emissions by assimilating observed aerosol optical depth in a global aerosol model, Atmos. Chem. Phys., 12, 4585-4606, doi:10.5194/acp-12-4585-2012, 2012.
    • (2012) Atmos. Chem. Phys. , vol.12 , pp. 4585-4606
    • Huneeus, N.1    Chevallier, F.2    Boucher, O.3
  • 32
    • 84862833112 scopus 로고    scopus 로고
    • An over-land aerosol optical depth data set for data assimilation by filtering, correction, and aggregation of MODIS Collection 5 optical depth retrievals
    • doi:10.5194/amt-4-379-2011
    • Hyer, E. J., Reid, J. S., and Zhang, J.: An over-land aerosol optical depth data set for data assimilation by filtering, correction, and aggregation of MODIS Collection 5 optical depth retrievals, Atmos. Meas. Tech., 4, 379-408, doi:10.5194/amt-4-379-2011, 2011.
    • (2011) Atmos. Meas. Tech. , vol.4 , pp. 379-408
    • Hyer, E.J.1    Reid, J.S.2    Zhang, J.3
  • 34
    • 84880906472 scopus 로고    scopus 로고
    • Probing into the impact of 3DVAR assimilation of surface PM10 observations over China using process analysis
    • doi:10.1002/jgrd.50495
    • Jiang, Z., Liu, Z., Wang, T., Schwartz, C. S., Lin, H.-C., and Jiang, F.: Probing into the impact of 3DVAR assimilation of surface PM10 observations over China using process analysis, Journal of Geophysical Research: Atmospheres, 118, 6738-6749, doi:10.1002/jgrd.50495, 2013.
    • (2013) Journal of Geophysical Research: Atmospheres , vol.118 , pp. 6738-6749
    • Jiang, Z.1    Liu, Z.2    Wang, T.3    Schwartz, C.S.4    Lin, H.-C.5    Jiang, F.6
  • 35
    • 84875906118 scopus 로고    scopus 로고
    • Modeling a typical winter-time dust event over the Arabian Peninsula and the Red Sea
    • doi:10.5194/acp-13-1999-2013
    • Kalenderski, S., Stenchikov, G., and Zhao, C.: Modeling a typical winter-time dust event over the Arabian Peninsula and the Red Sea, Atmos. Chem. Phys., 13, 1999-2014, doi:10.5194/acp-13-1999-2013, 2013.
    • (2013) Atmos. Chem. Phys. , vol.13 , pp. 1999-2014
    • Kalenderski, S.1    Stenchikov, G.2    Zhao, C.3
  • 36
    • 0031451574 scopus 로고    scopus 로고
    • Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spec-troradiometer
    • doi:10.1029/96jd03988
    • Kaufman, Y. J., Tanré, D., Remer, L. A., Vermote, E. F., Chu, A., and Holben, B. N.: Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spec-troradiometer, J. Geophys. Res.-Atmos., 102, 17051-17067, doi:10.1029/96jd03988, 1997.
    • (1997) J. Geophys. Res.-Atmos. , vol.102 , pp. 17051-17067
    • Kaufman, Y.J.1    Tanré, D.2    Remer, L.A.3    Vermote, E.F.4    Chu, A.5    Holben, B.N.6
  • 38
    • 30144432664 scopus 로고    scopus 로고
    • Comparison of moderate resolution imaging spectroradiometer (MODIS) and Aerosol Robotic Network (AERONET) remote-sensing retrievals of aerosol fine mode fraction over ocean
    • DOI 10.1029/2005JD005760, D22205
    • Kleidman, R. G., O'Neill, N. T., Remer, L. A., Kaufman, Y. J., Eck, T. F., Tanré, D., Dubovik, O., and Hol-ben, B. N.: Comparison of Moderate Resolution Imaging Spectroradiometer (MODIS) and Aerosol Robotic Network (AERONET) remote-sensing retrievals of aerosol fine mode fraction over ocean, J. Geophys. Res.-Atmos., 110, D22205, doi:10.1029/2005jd005760, 2005. (Pubitemid 43051314)
    • (2005) Journal of Geophysical Research D: Atmospheres , vol.110 , Issue.22 , pp. 1-6
    • Kleidman, R.G.1    O'Neill, N.T.2    Remer, L.A.3    Kaufman, Y.J.4    Eck, T.F.5    Tanre, D.6    Dubovik, O.7    Holben, B.N.8
  • 41
    • 34548637011 scopus 로고    scopus 로고
    • Second-generation operational algorithm: Retrieval of aerosol properties over land from inversion of Moderate Resolution Imaging Spectroradiometer spectral reflectance
    • DOI 10.1029/2006JD007811
    • Levy, R. C., Remer, L. A., Mattoo, S., Vermote, E. F., and Kaufman, Y. J.: Second-generation operational algorithm: retrieval of aerosol properties over land from inversion of Moderate Resolution Imaging Spectroradiometer spectral reflectance, J. Geophys. Res., 112, D13211, doi:10.1029/2006JD007811, 2007. (Pubitemid 47408382)
    • (2007) Journal of Geophysical Research D: Atmospheres , vol.112 , Issue.13
    • Levy, R.C.1    Remer, L.A.2    Mattoo, S.3    Vermote, E.F.4    Kaufman, Y.J.5
  • 44
    • 83655190974 scopus 로고    scopus 로고
    • Three-dimensional variational assimilation of MODIS aerosol optical depth: Implementation and application to a dust storm over East Asia
    • doi:10.1029/2011JD016159
    • Liu, Z., Liu, Q., Lin, H. C., Schwartz, C. S., Lee, Y. H., and Wang, T.: Three-dimensional variational assimilation of MODIS aerosol optical depth: implementation and application to a dust storm over East Asia, J. Geophys. Res., 116, D23206, doi:10.1029/2011JD016159, 2011.
    • (2011) J. Geophys. Res. , vol.116
    • Liu, Z.1    Liu, Q.2    Lin, H.C.3    Schwartz, C.S.4    Lee, Y.H.5    Wang, T.6
  • 45
    • 84869029243 scopus 로고    scopus 로고
    • Discrimination of biomass burning smoke and clouds in MAIAC algorithm
    • doi:10.5194/acp-12-9679-2012
    • Lyapustin, A., Korkin, S., Wang, Y., Quayle, B., and Laszlo, I.: Discrimination of biomass burning smoke and clouds in MAIAC algorithm, Atmos. Chem. Phys., 12, 9679-9686, doi:10.5194/acp-12-9679-2012, 2012.
    • (2012) Atmos. Chem. Phys. , vol.12 , pp. 9679-9686
    • Lyapustin, A.1    Korkin, S.2    Wang, Y.3    Quayle, B.4    Laszlo, I.5
  • 46
    • 33745941188 scopus 로고    scopus 로고
    • Change in atmospheric mineral aerosols in response to climate: Last glacial period, preindustrial, modern, and doubled carbon dioxide climates
    • DOI 10.1029/2005JD006653
    • Mahowald, N. M., Muhs, D. R., Levis, S., Rasch, P. J., Yoshioka, M., Zender, C. S., and Luo, C.: Change in atmospheric mineral aerosols in response to climate: Last glacial period, preindustrial, modern, and doubled carbon dioxide climates, J. Geophys. Res., 111, D10202, doi:10.1029/2005JD006653, 2006. (Pubitemid 44054821)
    • (2006) Journal of Geophysical Research D: Atmospheres , vol.111 , Issue.10
    • Mahowald, N.M.1    Muhs, D.R.2    Levis, S.3    Rasch, P.J.4    Yoshioka, M.5    Zender, C.S.6    Luo, C.7
  • 47
    • 0028255755 scopus 로고
    • Spatial and seasonal trends in particle concentration and optical extinction in the United States
    • DOI 10.1029/93JD02916
    • Malm, W. C., Sisler, J. F., Huffman, D., Eldred, R. A., and Cahill, T. A.: Spatial and seasonal trends in particle concentration and optical extinction in the United States, J. Geophys. Res., 99, 1347-1370, 1994. (Pubitemid 24402723)
    • (1994) Journal of Geophysical Research , vol.99 , Issue.D1 , pp. 1347-1370
    • Malm, W.C.1    Sisler, J.F.2    Huffman, D.3    Eldred, R.A.4    Cahill, T.A.5
  • 51
    • 1842731677 scopus 로고    scopus 로고
    • An improved Mellor-Yamada Level-3 model with condensation physics: Its design and verification
    • DOI 10.1023/B:BOUN.0000020164.04146.98
    • Nakanishi, M. and Niino, H.: An improved Mellor-Yamada level-3 model with condensation physics: its design and verification, Bound.-Lay. Meteorol., 112, 1-31, 2004. (Pubitemid 38462496)
    • (2004) Boundary-Layer Meteorology , vol.112 , Issue.1 , pp. 1-31
    • Nakanishi, M.1    Niino, H.2
  • 52
    • 84869390234 scopus 로고    scopus 로고
    • Experiments with the assimilation of fine aerosols using an ensemble Kalman filter
    • doi:10.1029/2012jd018333
    • Pagowski, M., and Grell, G. A.: Experiments with the assimilation of fine aerosols using an ensemble Kalman filter, J. Geophys. Res.-Atmos., 117, D21302, doi:10.1029/2012jd018333, 2012.
    • (2012) J. Geophys. Res.-Atmos. , vol.117
    • Pagowski, M.1    Grell, G.A.2
  • 53
    • 78650066834 scopus 로고    scopus 로고
    • Three-dimensional variational data assimilation of ozone and fine particulate matter observations: Some results using the Weather Research and Forecasting-Chemistry model and Grid-point Statistical Interpolation
    • doi:10.1002/qj.700
    • Pagowski, M., Grell, G. A., McKeen, S. A., Peckham, S. E., and Devenyi, D.: Three-dimensional variational data assimilation of ozone and fine particulate matter observations: some results using the Weather Research and Forecasting-Chemistry model and Grid-point Statistical Interpolation, Q. J. Roy. Meteor. Soc., 136, 2013-2024, doi:10.1002/qj.700, 2010.
    • (2010) Q. J. Roy. Meteor. Soc. , vol.136 , pp. 2013-2024
    • Pagowski, M.1    Grell, G.A.2    McKeen, S.A.3    Peckham, S.E.4    Devenyi, D.5
  • 54
    • 0027040023 scopus 로고
    • The National Meteorological Center's spectral statistical- interpolation analysis system
    • Parrish, D. F. and Derber, J. C.: The National Meteorological Center's spectral statistical-interpolation analysis system, Mon. Weather Rev., 120, 1747-1763, 1992. (Pubitemid 23375504)
    • (1992) Monthly Weather Review , vol.120 , Issue.8 , pp. 1747-1763
    • Parrish, D.F.1    Derber, J.C.2
  • 55
    • 84880630785 scopus 로고    scopus 로고
    • Coherent uncertainty analysis of aerosol measurements from multiple satellite sensors
    • doi:10.5194/acpd-13-4637-2013
    • Petrenko, M. and Ichoku, C.: Coherent uncertainty analysis of aerosol measurements from multiple satellite sensors, Atmos. Chem. Phys. Discuss., 13, 4637-4685, doi:10.5194/acpd-13-4637-2013, 2013.
    • (2013) Atmos. Chem. Phys. Discuss. , vol.13 , pp. 4637-4685
    • Petrenko, M.1    Ichoku, C.2
  • 56
    • 0038293594 scopus 로고    scopus 로고
    • Numerical aspects of the application of recursive filters to variational statistical analysis. Part I: Spatially homogeneous and isotropic Gaussian covariances
    • DOI 10.1175//1520-0493(20 03)131<1524:NA OTAO>2.0.CO;2
    • Purser, R., Wu, W., Parrish, D., and Roberts, N.: Numerical aspects of the application of recursive filters to variational statistical analysis. Part I: Spatially homogeneous and isotropic gaussian co-variances, Mon. Weather Rev., 131, 1524-1535, 2003. (Pubitemid 37124286)
    • (2003) Monthly Weather Review , vol.131 , Issue.8 PART 1 , pp. 1524-1535
    • Purser, R.J.1    Wu, W.-S.2    Parrish, D.F.3    Roberts, N.M.4
  • 57
    • 77955152884 scopus 로고    scopus 로고
    • An investigation of the sub-grid variability of trace gases and aerosols for global climate modeling
    • doi:10.5194/acp-10-6917-2010
    • Qian, Y., Gustafson Jr., W. I., and Fast, J. D.: An investigation of the sub-grid variability of trace gases and aerosols for global climate modeling, Atmos. Chem. Phys., 10, 6917-6946, doi:10.5194/acp-10-6917-2010, 2010.
    • (2010) Atmos. Chem. Phys. , vol.10 , pp. 6917-6946
    • Qian, Y.1    Gustafson Jr., W.I.2    Fast, J.D.3
  • 62
    • 84864337130 scopus 로고    scopus 로고
    • Improving aerosol distributions below clouds by assimilating satellite-retrieved cloud droplet number
    • doi:10.1073/pnas.1205877109
    • Saide, P. E., Carmichael, G. R., Spak, S. N., Minnis, P., and Ay-ers, J. K.: Improving aerosol distributions below clouds by assimilating satellite-retrieved cloud droplet number, P. Natl. Acad. Sci. USA, 109, 11939-11943, doi:10.1073/pnas.1205877109, 2012a.
    • (2012) P. Natl. Acad. Sci. USA , vol.109 , pp. 11939-11943
    • Saide, P.E.1    Carmichael, G.R.2    Spak, S.N.3    Minnis, P.4    Ayers, J.K.5
  • 64
    • 33646782268 scopus 로고    scopus 로고
    • Angstrom exponent and bimodal aerosol size distributions
    • doi:10.1029/2005JD006328
    • Schuster, G. L., Dubovik, O., and Holben, B. N.: Angstrom exponent and bimodal aerosol size distributions, J. Geophys. Res., 111, D07207, doi:10.1029/2005JD006328, 2006.
    • (2006) J. Geophys. Res. , vol.111
    • Schuster, G.L.1    Dubovik, O.2    Holben, B.N.3
  • 65
    • 77949565531 scopus 로고    scopus 로고
    • Applying an ensemble Kalman filter to the assimilation of AERONET observations in a global aerosol transport model
    • doi:10.5194/acp-10-2561-2010
    • Schutgens, N. A. J., Miyoshi, T., Takemura, T., and Nakajima, T.: Applying an ensemble Kalman filter to the assimilation of AERONET observations in a global aerosol transport model, Atmos. Chem. Phys., 10, 2561-2576, doi:10.5194/acp-10-2561-2010, 2010.
    • (2010) Atmos. Chem. Phys. , vol.10 , pp. 2561-2576
    • Schutgens, N.A.J.1    Miyoshi, T.2    Takemura, T.3    Nakajima, T.4
  • 66
    • 84863481035 scopus 로고    scopus 로고
    • Simultaneous three-dimensional variational assimilation of surface fine particulate matter and MODIS aerosol optical depth
    • doi:10.1029/2011JD017383
    • Schwartz, C. S., Liu, Z., Lin, H. C., and McKeen, S. A.: Simultaneous three-dimensional variational assimilation of surface fine particulate matter and MODIS aerosol optical depth, J. Geophys. Res., 117, D13202, doi:10.1029/2011JD017383, 2012.
    • (2012) J. Geophys. Res. , vol.117
    • Schwartz, C.S.1    Liu, Z.2    Lin, H.C.3    McKeen, S.A.4
  • 67
    • 78751615195 scopus 로고    scopus 로고
    • An analysis of the collection 5 MODIS over-ocean aerosol optical depth product for its implication in aerosol assimilation
    • doi:10.5194/acp-11-557-2011
    • Shi, Y., Zhang, J., Reid, J. S., Holben, B., Hyer, E. J., and Curtis, C.: An analysis of the collection 5 MODIS over-ocean aerosol optical depth product for its implication in aerosol assimilation, Atmos. Chem. Phys., 11, 557-565, doi:10.5194/acp-11-557-2011, 2011.
    • (2011) Atmos. Chem. Phys. , vol.11 , pp. 557-565
    • Shi, Y.1    Zhang, J.2    Reid, J.S.3    Holben, B.4    Hyer, E.J.5    Curtis, C.6
  • 68
    • 79960374837 scopus 로고    scopus 로고
    • Modeling organic aerosols in a megacity: Comparison of simple and complex representations of the volatility basis set approach
    • doi:10.5194/acp-11-6639-2011
    • Shrivastava, M., Fast, J., Easter, R., Gustafson Jr., W. I., Zaveri, R. A., Jimenez, J. L., Saide, P., and Hodzic, A.: Modeling organic aerosols in a megacity: comparison of simple and complex representations of the volatility basis set approach, Atmos. Chem. Phys., 11, 6639-6662, doi:10.5194/acp-11-6639- 2011, 2011.
    • (2011) Atmos. Chem. Phys. , vol.11 , pp. 6639-6662
    • Shrivastava, M.1    Fast, J.2    Easter, R.3    Gustafson Jr., W.I.4    Zaveri, R.A.5    Jimenez, J.L.6    Saide, P.7    Hodzic, A.8
  • 73
    • 33947334590 scopus 로고
    • Interactions in aqueous nonelectrolyte solutions. I. Solute-solvent equilibria
    • Stokes, R. and Robinson, R.: Interactions in aqueous nonelectrolyte solutions. I. Solute-solvent equilibria, J. Phys. Chem., 70, 2126-2131, 1966.
    • (1966) J. Phys. Chem. , vol.70 , pp. 2126-2131
    • Stokes, R.1    Robinson, R.2
  • 74
    • 21244493561 scopus 로고    scopus 로고
    • Evaluation of the aerosol indirect effect in marine stratocumulus clouds: Droplet number, size, liquid water path, and radiative impact
    • DOI 10.1029/2004JD005116, D08203
    • Twohy, C. H., Petters, M. D., Snider, J. R., Stevens, B., Tahnk, W., Wetzel, M., Russell, L., and Burnet, F.: Evaluation of the aerosol indirect effect in marine stratocumulus clouds: Droplet number, size, liquid water path, and radiative impact, J. Geophys. Res., 110, D08203, doi:10.1029/2004JD005116, 2005. (Pubitemid 40899647)
    • (2005) Journal of Geophysical Research D: Atmospheres , vol.110 , Issue.8 , pp. 1-16
    • Twohy, C.H.1    Petters, M.D.2    Snider, J.R.3    Stevens, B.4    Tahnk, W.5    Wetzel, M.6    Russell, L.7    Burnet, F.8
  • 76
    • 84860174457 scopus 로고    scopus 로고
    • Top-down estimate of dust emissions through integration of MODIS and MISR aerosol retrievals with the GEOS-Chem adjoint model
    • doi:10.1029/2012gl051136
    • Wang, J., Xu, X., Henze, D. K., Zeng, J., Ji, Q., Tsay, S.-C., and Huang, J.: Top-down estimate of dust emissions through integration of MODIS and MISR aerosol retrievals with the GEOS-Chem adjoint model, Geophys. Res. Lett., 39, L08802, doi:10.1029/2012gl051136, 2012.
    • (2012) Geophys. Res. Lett. , vol.39
    • Wang, J.1    Xu, X.2    Henze, D.K.3    Zeng, J.4    Ji, Q.5    Tsay, S.-C.6    Huang, J.7
  • 77
    • 85038836397 scopus 로고    scopus 로고
    • The Fire INventory from NCAR (FINN): A high resolution global model to estimate the emissions from open burning
    • doi:10.5194/gmd-4-625-2011
    • Wiedinmyer, C., Akagi, S. K., Yokelson, R. J., Emmons, L. K., Al-Saadi, J. A., Orlando, J. J., and Soja, A. J.: The Fire INventory from NCAR (FINN): a high resolution global model to estimate the emissions from open burning, Geosci. Model Dev., 4, 625-641, doi:10.5194/gmd-4-625-2011, 2011.
    • (2011) Geosci. Model Dev. , vol.4 , pp. 625-641
    • Wiedinmyer, C.1    Akagi, S.K.2    Yokelson, R.J.3    Emmons, L.K.4    Al-Saadi, J.A.5    Orlando, J.J.6    Soja, A.J.7
  • 78
    • 0036968196 scopus 로고    scopus 로고
    • Three-dimensional variational analysis with spatially inhomogeneous covariances
    • Wu, W.-S., Purser, R. J., and Parrish, D. F.: Three-dimensional vari-ational analysis with spatially inhomogeneous covariances, Mon. Weather Rev., 130, 2905-2916, 2002. (Pubitemid 36128921)
    • (2002) Monthly Weather Review , vol.130 , Issue.12 , pp. 2905-2916
    • Wu, W.-S.1    Purser, R.J.2    Parrish, D.F.3
  • 79
    • 84880900824 scopus 로고    scopus 로고
    • Constraints on aerosol sources using GEOS-Chem adjoint and MODIS radiances and evaluation with multisensor (OMI, MISR) data
    • doi:10.1002/jgrd.50515
    • Xu, X., Wang, J., Henze, D. K., Qu, W., and Kopacz, M.: Constraints on aerosol sources using GEOS-Chem adjoint and MODIS radiances, and evaluation with multisensor (OMI, MISR) data, Journal of Geophysical Research: Atmospheres, doi:10.1002/jgrd.50515, 2013.
    • (2013) Journal of Geophysical Research: Atmospheres
    • Xu, X.1    Wang, J.2    Henze, D.K.3    Qu, W.4    Kopacz, M.5
  • 80
    • 82955184523 scopus 로고    scopus 로고
    • Assessing regional scale predictions of aerosols, marine stratocumulus, and their interactions during VOCALS-REx using WRF-Chem
    • doi:10.5194/acp-11-11951-2011
    • Yang, Q., Gustafson Jr., W. I., Fast, J. D., Wang, H., Easter, R. C., Morrison, H., Lee, Y.-N., Chapman, E. G., Spak, S. N., and Mena-Carrasco, M. A.: Assessing regional scale predictions of aerosols, marine stratocumulus, and their interactions during VOCALS-REx using WRF-Chem, Atmos. Chem. Phys., 11, 11951-11975, doi:10.5194/acp-11-11951-2011, 2011.
    • (2011) Atmos. Chem. Phys. , vol.11 , pp. 11951-11975
    • Yang, Q.1    Gustafson Jr., W.I.2    Fast, J.D.3    Wang, H.4    Easter, R.C.5    Morrison, H.6    Lee, Y.-N.7    Chapman, E.G.8    Spak, S.N.9    Mena-Carrasco, M.A.10
  • 81
    • 84886066119 scopus 로고    scopus 로고
    • Evaluating transport in the WRF model along the California coast
    • doi:10.5194/acp-13-1837-2013
    • Yver, C. E., Graven, H. D., Lucas, D. D., Cameron-Smith, P. J., Keeling, R. F., and Weiss, R. F.: Evaluating transport in the WRF model along the California coast, Atmos. Chem. Phys., 13, 1837-1852, doi:10.5194/acp-13-1837- 2013, 2013.
    • (2013) Atmos. Chem. Phys. , vol.13 , pp. 1837-1852
    • Yver, C.E.1    Graven, H.D.2    Lucas, D.D.3    Cameron-Smith, P.J.4    Keeling, R.F.5    Weiss, R.F.6
  • 82
    • 0033590403 scopus 로고    scopus 로고
    • A new lumped structure photochemical mechanism for large-scale applications
    • Zaveri, R. A. and Peters, L. K.: A new lumped structure photochemical mechanism for large-scale applications, J. Geophys. Res., 104, 30387-30415, 1999.
    • (1999) J. Geophys. Res. , vol.104 , pp. 30387-30415
    • Zaveri, R.A.1    Peters, L.K.2
  • 83
    • 49049087110 scopus 로고    scopus 로고
    • Model for simulating aerosol interactions and chemistry (MOSAIC)
    • doi:10.1029/2007JD008782
    • Zaveri, R. A., Easter, R. C., Fast, J. D., and Peters, L. K.: Model for simulating aerosol interactions and chemistry (MOSAIC), J. Geophys. Res., 113, D13204, doi:10.1029/2007JD008782, 2008.
    • (2008) J. Geophys. Res. , vol.113
    • Zaveri, R.A.1    Easter, R.C.2    Fast, J.D.3    Peters, L.K.4
  • 85
    • 0000360242 scopus 로고
    • New methods for calculating solubilities of electrolytes in multicomponent systems
    • Zdanovskii, A.: New methods for calculating solubilities of electrolytes in multicomponent systems, Zh. Fiz. Khim., 22, 1475-1485, 1948.
    • (1948) Zh. Fiz. Khim. , vol.22 , pp. 1475-1485
    • Zdanovskii, A.1
  • 86
    • 34250197061 scopus 로고    scopus 로고
    • MODIS aerosol product analysis for data assimilation: Assessment of over-ocean level 2 aerosol optical thickness retrievals
    • DOI 10.1029/2005JD006898
    • Zhang, J. and Reid, J. S.: MODIS aerosol product analysis for data assimilation: assessment of over-ocean level 2 aerosol optical thickness retrievals, J. Geophys. Res., 111, D22207, doi:10.1029/2005JD006898, 2006. (Pubitemid 47386221)
    • (2006) Journal of Geophysical Research D: Atmospheres , vol.111 , Issue.22
    • Zhang, J.1    Reid, J.S.2
  • 87
    • 48749087089 scopus 로고    scopus 로고
    • A system for operational aerosol optical depth data assimilation over global oceans
    • doi:10.1029/2007JD009065
    • Zhang, J., Reid, J. S., Westphal, D. L., Baker, N. L., and Hyer, E. J.: A system for operational aerosol optical depth data assimilation over global oceans, J. Geophys. Res., 113, D10208, doi:10.1029/2007JD009065, 2008.
    • (2008) J. Geophys. Res. , vol.113
    • Zhang, J.1    Reid, J.S.2    Westphal, D.L.3    Baker, N.L.4    Hyer, E.J.5
  • 88
    • 77957558288 scopus 로고    scopus 로고
    • WRF/Chem-MADRID: Incorporation of an aerosol module into WRF/Chem and its initial application to the TexAQS2000 episode
    • doi:10.1029/2009JD013443
    • Zhang, Y., Pan, Y., Wang, K., Fast, J. D., and Grell, G. A.: WRF/Chem-MADRID: incorporation of an aerosol module into WRF/Chem and its initial application to the TexAQS2000 episode, J. Geophys. Res., 115, D18202, doi:10.1029/2009JD013443, 2010.
    • (2010) J. Geophys. Res. , vol.115
    • Zhang, Y.1    Pan, Y.2    Wang, K.3    Fast, J.D.4    Grell, G.A.5
  • 89
    • 77956909014 scopus 로고    scopus 로고
    • The spatial distribution of mineral dust and its shortwave radiative forcing over North Africa: Modeling sensitivities to dust emissions and aerosol size treatments
    • doi:10.5194/acp-10-8821-2010
    • Zhao, C., Liu, X., Leung, L. R., Johnson, B., McFarlane, S. A., Gustafson Jr., W. I., Fast, J. D., and Easter, R.: The spatial distribution of mineral dust and its shortwave radiative forcing over North Africa: modeling sensitivities to dust emissions and aerosol size treatments, Atmos. Chem. Phys., 10, 8821-8838, doi:10.5194/acp-10-8821-2010, 2010.
    • (2010) Atmos. Chem. Phys. , vol.10 , pp. 8821-8838
    • Zhao, C.1    Liu, X.2    Leung, L.R.3    Johnson, B.4    McFarlane, S.A.5    Gustafson Jr., W.I.6    Fast, J.D.7    Easter, R.8
  • 90
    • 84860141400 scopus 로고    scopus 로고
    • Impact of the Desert dust on the summer monsoon system over Southwestern North America
    • doi:10.5194/acp-12-3717-2012
    • Zhao, C., Liu, X., and Leung, L. R.: Impact of the Desert dust on the summer monsoon system over Southwestern North America, Atmos. Chem. Phys., 12, 3717-3731, doi:10.5194/acp-12-3717-2012, 2012.
    • (2012) Atmos. Chem. Phys. , vol.12 , pp. 3717-3731
    • Zhao, C.1    Liu, X.2    Leung, L.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.