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Volumn 90, Issue 2, 2012, Pages 163-177

Nighttime AOT retrieval for Asian dusts from MODIS IR measurements: An artificial neural network approach

Author keywords

[No Author keywords available]

Indexed keywords

AEROSOL; ARTIFICIAL NEURAL NETWORK; BRIGHTNESS TEMPERATURE; CALIPSO; DUST; MODIS; NUMERICAL MODEL; OPTICAL PROPERTY; PIXEL;

EID: 84861117323     PISSN: 00261165     EISSN: None     Source Type: Journal    
DOI: 10.2151/jmsj.2012-201     Document Type: Article
Times cited : (14)

References (43)
  • 1
    • 0031451339 scopus 로고    scopus 로고
    • Remote sensing aerosols using satellite infrared observations
    • 17,069-17,079
    • Ackerman, S. A., 1997: Remote sensing aerosols using satellite infrared observations, J. Geophys. Res., 102, 17,069-17,079.
    • (1997) J. Geophys. Res , vol.102
    • Ackerman, S.A.1
  • 2
    • 33645324666 scopus 로고
    • Neural Networks for Pattern Recognition
    • Bishop, C. M., 1995: Neural Networks for Pattern Recognition, Oxford University Press, 504 pp.
    • (1995) Oxford University Press , pp. 504
    • Bishop, C.M.1
  • 4
    • 33947320919 scopus 로고    scopus 로고
    • Improving GERB scene identification using SEVIRI: Infrared dust detection strategy
    • Brindley, H. E., and J. E. Russell, 2006: Improving GERB scene identification using SEVIRI: Infrared dust detection strategy, Remote Sens. Environ., 104, 426-446.
    • (2006) Remote Sens. Environ , vol.104 , pp. 426-446
    • Brindley, H.E.1    Russell, J.E.2
  • 5
    • 26844492836 scopus 로고    scopus 로고
    • Identifying the regional thermal-IR radiative signature of mineral dust with MODIS, Geophys
    • doi:10.1029/2005GL023092
    • Darmenov, A., and I. N. Sokolik, 2005: Identifying the regional thermal-IR radiative signature of mineral dust with MODIS, Geophys. Res. Lett., 32, L16803, doi:10.1029/2005GL023092.
    • (2005) Res. Lett , vol.32
    • Darmenov, A.1    Sokolik, I.N.2
  • 6
    • 84864515606 scopus 로고    scopus 로고
    • Trans-Pacific dust transport: Integrated analysis of NASA/CALIPSO and a global aerosol transport model
    • doi:10.5194/acp-9-3137-2009
    • Eguchi, K., I. Uno, K. Yumimoto, T. Takemura, A. Shimizu, N. Sugimoto, and Z. Liu, 2009: Trans-Pacific dust transport: Integrated analysis of NASA/CALIPSO and a global aerosol transport model, Atmos. Chem. Phys., 9, 3137-3145, doi:10.5194/acp-9-3137-2009.
    • (2009) Atmos. Chem. Phys , vol.9 , pp. 3137-3145
    • Eguchi, K.1    Uno, I.2    Yumimoto, K.3    Takemura, T.4    Shimizu, A.5    Sugimoto, N.6    Liu, Z.7
  • 7
    • 77954915851 scopus 로고    scopus 로고
    • Dust aerosol optical properties retrieval and radiative forcing over northwestern China during the 2008 China-U. S. joint field experiment
    • D00K12, doi:10.1029/2009JD013263
    • Ge, J. M., J. Su, T. P. Ackerman, Q. Fu, J. P. Huang, and J. S. Shi, 2010: Dust aerosol optical properties retrieval and radiative forcing over northwestern China during the 2008 China-U. S. joint field experiment, J. Geophys. Res., 115, D00K12, doi:10.1029/2009JD013263.
    • (2010) J. Geophys. Res , vol.115
    • Ge, J.M.1    Su, J.2    Ackerman, T.P.3    Fu, Q.4    Huang, J.P.5    Shi, J.S.6
  • 8
    • 70349656604 scopus 로고    scopus 로고
    • Assessment of the quality of MODIS cloud products from radiance simulations
    • Ham, S.-H., B. J. Sohn, P. Yang, and B. A. Baum, 2009: Assessment of the quality of MODIS cloud products from radiance simulations. J. Appl. Meteor. Climatol., 48, 1591-1612.
    • (2009) J. Appl. Meteor. Climatol , vol.48 , pp. 1591-1612
    • Ham, S.-H.1    Sohn, B.J.2    Yang, P.3    Baum, B.A.4
  • 9
    • 34547973609 scopus 로고    scopus 로고
    • Simultaneous detection/separation of mineral dust and cirrus clouds using MODIS thermal infrared window data
    • doi:10.1029/2007GL029388
    • Hansell, R. A., S. C. Ou, K. N. Liou, J. K. Roskovensky, S. C. Tsay, and C. Hsu, 2007: Simultaneous detection/separation of mineral dust and cirrus clouds using MODIS thermal infrared window data, Geophys. Res. Lett., 34, L11808, doi:10.1029/2007GL029388.
    • (2007) Geophys. Res. Lett , vol.34
    • Hansell, R.A.1    Ou, S.C.2    Liou, K.N.3    Roskovensky, J.K.4    Tsay, S.C.5    Hsu, C.6
  • 13
    • 0031451574 scopus 로고    scopus 로고
    • Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer
    • 17,051-17,067
    • Kaufman, Y. J., D. Tanré, L. A. Remer, E. Vermote, A. Chu, and B. N. Holben, 1997: Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer, J. Geophys. Res., 102, 17,051-17,067.
    • (1997) J. Geophys. Res , vol.102
    • Kaufman, Y.J.1    Tanré, D.2    Remer, L.A.3    Vermote, E.4    Chu, A.5    Holben, B.N.6
  • 14
    • 0037068444 scopus 로고    scopus 로고
    • A satellite view of aerosols in the climate system
    • Kaufman, Y. J., D. Tanré, and O. Boucher, 2002: A satellite view of aerosols in the climate system, Nature, 419, 215-223.
    • (2002) Nature , vol.419 , pp. 215-223
    • Kaufman, Y.J.1    Tanré, D.2    Boucher, O.3
  • 15
    • 0000847315 scopus 로고    scopus 로고
    • Remote sensing of tropospheric aerosols from space: Past, present and future
    • King, M. D., Y. J. Kaufman, D. Tanré, and T. Nakajima, 1999: Remote sensing of tropospheric aerosols from space: Past, present and future, Bull. Amer. Meteor. Soc., 80, 2229-2259.
    • (1999) Bull. Amer. Meteor. Soc , vol.80 , pp. 2229-2259
    • King, M.D.1    Kaufman, Y.J.2    Tanré, D.3    Nakajima, T.4
  • 16
    • 79951626915 scopus 로고    scopus 로고
    • Intercomparison of column aerosol optical depths from CALIPSO and MODIS-Aqua
    • Kittaka, C., D. M. Winker, M. A. Vaughan, A. Omar, and L. A. Remer, 2011: Intercomparison of column aerosol optical depths from CALIPSO and MODIS-Aqua. Atmos. Meas. Tech., 4, 131-141.
    • (2011) Atmos. Meas. Tech , vol.4 , pp. 131-141
    • Kittaka, C.1    Winker, D.M.2    Vaughan, M.A.3    Omar, A.4    Remer, L.A.5
  • 17
    • 0037381085 scopus 로고    scopus 로고
    • Some neural network applications in environmental sciences. Part I: Forward and inverse problems in geophysical remote measurements
    • Krasnopolsky, V. M., and H. Schiller, 2003: Some neural network applications in environmental sciences. Part I: forward and inverse problems in geophysical remote measurements, Neural Networks, 16, 321-334.
    • (2003) Neural Networks , vol.16 , pp. 321-334
    • Krasnopolsky, V.M.1    Schiller, H.2
  • 18
    • 79960617944 scopus 로고    scopus 로고
    • Recent increasing trend in dust frequency over Mongolia and Inner Mongolia regions and its association with climate and surface condition change
    • doi:10.1016/j.atmosenv.2011.05.065
    • Lee, E.-H., and B.-J. Sohn, 2011: Recent increasing trend in dust frequency over Mongolia and Inner Mongolia regions and its association with climate and surface condition change, Atmos. Environ., 45, 4611-4616, doi:10.1016/j.atmosenv.2011.05.065.
    • (2011) Atmos. Environ , vol.45 , pp. 4611-4616
    • Lee, E.-H.1    Sohn, B.-J.2
  • 19
    • 0034817439 scopus 로고    scopus 로고
    • Satellite detection of dust using the IR imagery of Meteosat: 1. Infrared difference dust index
    • 251-218+274
    • Legrand, M., A. Plana-Fattori, and C. N'doumé, 2001: Satellite detection of dust using the IR imagery of Meteosat: 1. Infrared difference dust index, J. Geophys. Res., 106, 18,251-218,274.
    • (2001) J. Geophys. Res , vol.106 , pp. 18
    • Legrand, M.1    Plana-Fattori, A.2    N'doumé, C.3
  • 20
    • 0348019148 scopus 로고    scopus 로고
    • Evaluation of the Moderate-Resolution Imaging Spectroradiometer (MODIS) retrievals of dust aerosol over the ocean during PRIDE
    • doi:10.1029/2002JD002460
    • Levy, R. C., L. A. Remer, D. Tanré, Y. J. Kaufman, C. Ichoku, B. N. Holben, J. M. Livingston, P. B. Russell, and H. Maring, 2003: Evaluation of the Moderate-Resolution Imaging Spectroradiometer (MODIS) retrievals of dust aerosol over the ocean during PRIDE, J. Geophys. Res., 108, 8594, doi:10.1029/2002JD002460.
    • (2003) J. Geophys. Res , vol.108 , pp. 8594
    • Levy, R.C.1    Remer, L.A.2    Tanré, D.3    Kaufman, Y.J.4    Ichoku, C.5    Holben, B.N.6    Livingston, J.M.7    Russell, P.B.8    Maring, H.9
  • 21
    • 34547128610 scopus 로고    scopus 로고
    • Quantitative monitoring of a Saharan dust event with SEVIRI on Meteosat-8
    • Li, J., P. Zhang, T. J. Schmit, J. Schmets, and W. P. Menzel, 2007: Quantitative monitoring of a Saharan dust event with SEVIRI on Meteosat-8, Int. J. Remote Sens., 28, 2181-2186.
    • (2007) Int. J. Remote Sens , vol.28 , pp. 2181-2186
    • Li, J.1    Zhang, P.2    Schmit, T.J.3    Schmets, J.4    Menzel, W.P.5
  • 22
    • 37549009133 scopus 로고    scopus 로고
    • The application of artificial neural networks to the analysis of remotely sensed data
    • Mas, J. F., and J. J. Flores, 2008: The application of artificial neural networks to the analysis of remotely sensed data, Int. J. Remote Sens., 29, 617-663.
    • (2008) Int. J. Remote Sens , vol.29 , pp. 617-663
    • Mas, J.F.1    Flores, J.J.2
  • 23
    • 33747586091 scopus 로고    scopus 로고
    • Saharan dust in nighttime thermal imagery: Detection and reduction of related biases in retrieved sea surface temperature
    • Merchant, C. J., O. Embury, P. Le Borgne, and B. Bellec, 2006: Saharan dust in nighttime thermal imagery: Detection and reduction of related biases in retrieved sea surface temperature, Remote Sens. Environ., 104, 15-30.
    • (2006) Remote Sens. Environ , vol.104 , pp. 15-30
    • Merchant, C.J.1    Embury, O.2    le Borgne, P.3    Bellec, B.4
  • 24
    • 79251627611 scopus 로고    scopus 로고
    • Recent trends in changes of vegetation over East Asia coupled with temperature and rainfall variations
    • doi:10.1029/2009JD012752
    • Park, H.-S., and B.-J. Sohn, 2010: Recent trends in changes of vegetation over East Asia coupled with temperature and rainfall variations, J. Geophys. Res., 115, D14101, doi:10.1029/2009JD012752.
    • (2010) J. Geophys. Res , vol.115
    • Park, H.-S.1    Sohn, B.-J.2
  • 25
    • 77349086427 scopus 로고    scopus 로고
    • Saharan dust infrared optical depth and altitude retrieved from AIRS: A focus over North Atlantic-comparison to MODIS and CALIPSO
    • Peyridieu, S., A. Chédin, D. Tanré, V. Capelle, C. Pierangelo, N. Lamquin, and R. Armante, 2010: Saharan dust infrared optical depth and altitude retrieved from AIRS: a focus over North Atlantic-comparison to MODIS and CALIPSO, Atmos. Chem. Phys., 10, 1953-1967.
    • (2010) Atmos. Chem. Phys , vol.10 , pp. 1953-1967
    • Peyridieu, S.1    Chédin, A.2    Tanré, D.3    Capelle, V.4    Pierangelo, C.5    Lamquin, N.6    Armante, R.7
  • 27
    • 0024476037 scopus 로고
    • Observation of volcanic ash clouds in the 10-12 μm window using AVHRR-2 data
    • Prata, A. J., 1989a: Observation of volcanic ash clouds in the 10-12 μm window using AVHRR-2 data, Int. J. Remote Sens., 10, 751-761.
    • (1989) Int. J. Remote Sens , vol.10 , pp. 751-761
    • Prata, A.J.1
  • 28
    • 0024813728 scopus 로고
    • Infrared radiative transfer calculations for volcanic ash clouds
    • Prata, A. J., 1989b: Infrared radiative transfer calculations for volcanic ash clouds, Geophys. Res. Lett., 16, 1293-1296.
    • (1989) Geophys. Res. Lett , vol.16 , pp. 1293-1296
    • Prata, A.J.1
  • 30
    • 84857751845 scopus 로고    scopus 로고
    • Synergy between CALIOP and MODIS instruments for aerosol monitoring: Application to the Po Valley
    • Royer, P., J.-C. Raut, G. Ajello, S. Berthier, and P. Chazette, 2010: Synergy between CALIOP and MODIS instruments for aerosol monitoring: application to the Po Valley, Atmos. Meas. Tech., 3, 893-907.
    • (2010) Atmos. Meas. Tech , vol.3 , pp. 893-907
    • Royer, P.1    Raut, J.-C.2    Ajello, G.3    Berthier, S.4    Chazette, P.5
  • 33
    • 0038743057 scopus 로고    scopus 로고
    • The spectral radiative signature of windblown mineral dust: Implications for remote sensing in the thermal IR region
    • doi:10.1029/2002GL015910
    • Sokolik, I. N., 2002: The spectral radiative signature of windblown mineral dust: Implications for remote sensing in the thermal IR region, Geophys. Res. Lett., 29, 2154, doi:10.1029/2002GL015910.
    • (2002) Geophys. Res. Lett , vol.29 , pp. 2154
    • Sokolik, I.N.1
  • 34
    • 0033608202 scopus 로고    scopus 로고
    • Retrieval of aerosol optical thickness and size distribution over ocean from the MODIS Airborne Simulator during TARFOX
    • Tanré, D., L. A. Remer, Y. J. Kaufman, S. Mattoo, P. V. Hobbs, J. M. Livingston, P. B. Russell, and A. Smirnov, 1999: Retrieval of aerosol optical thickness and size distribution over ocean from the MODIS Airborne Simulator during TARFOX. J. Geophys. Res., 104, 2261-2278.
    • (1999) J. Geophys. Res , vol.104 , pp. 2261-2278
    • Tanré, D.1    Remer, L.A.2    Kaufman, Y.J.3    Mattoo, S.4    Hobbs, P.V.5    Livingston, J.M.6    Russell, P.B.7    Smirnov, A.8
  • 35
    • 41949105405 scopus 로고    scopus 로고
    • Variability of East Asia dust events and their long-term trend
    • Wang, X., J. Huang, M. Ji, and K. Higuchi, 2008: Variability of East Asia dust events and their long-term trend, Atmos. Environ., 42, 3156-3165.
    • (2008) Atmos. Environ , vol.42 , pp. 3156-3165
    • Wang, X.1    Huang, J.2    Ji, M.3    Higuchi, K.4
  • 36
    • 7044262190 scopus 로고    scopus 로고
    • Retrieval of semitrans-parent ice cloud optical thickness from Atmospheric Infrared Sounder (AIRS) measurements
    • Wei, H., P. Yang, J. Li, B. A. Baum, A. Huang, S. E. Platnick, Y.-X. Hu, and L. Strow, 2004: Retrieval of semitrans-parent ice cloud optical thickness from Atmospheric Infrared Sounder (AIRS) measurements. IEEE Trans. Geosci. Remote Sens., 42, 2254-2267.
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , pp. 2254-2267
    • Wei, H.1    Yang, P.2    Li, J.3    Baum, B.A.4    Huang, A.5    Platnick, S.E.6    Hu, Y.-X.7    Strow, L.8
  • 39
    • 0033788892 scopus 로고    scopus 로고
    • Parameterization of the scattering and absorption properties of individual ice crystals
    • Yang, P., K. N. Liou, K. Wyser, and D. Mitchell, 2000: Parameterization of the scattering and absorption properties of individual ice crystals, J. Geophys. Res., 105, 4600-4718.
    • (2000) J. Geophys. Res , vol.105 , pp. 4600-4718
    • Yang, P.1    Liou, K.N.2    Wyser, K.3    Mitchell, D.4
  • 41
    • 84861933215 scopus 로고    scopus 로고
    • Asian dust height and infrared optical depth retrievals from hyperspectral longwave infrared radiances
    • Yao, Z., J. Li, H.-J. Han, A. Huang, and B.-J. Sohn, 2011: Asian dust height and infrared optical depth retrievals from hyperspectral longwave infrared radiances, J. Geophys. Res.
    • (2011) J. Geophys. Res
    • Yao, Z.1    Li, J.2    Han, H.-J.3    Huang, A.4    Sohn, B.-J.5
  • 42
    • 44849143692 scopus 로고    scopus 로고
    • Adjoint inversion modeling of Asian dust emission using lidar observations
    • Yumimoto, K., I. Uno, N. Sugimoto, A. Shimizu, Z. Liu, and D. M. Winker, 2008: Adjoint inversion modeling of Asian dust emission using lidar observations, Atmos. Chem. Phys., 8, 2869-2884.
    • (2008) Atmos. Chem. Phys , vol.8 , pp. 2869-2884
    • Yumimoto, K.1    Uno, I.2    Sugimoto, N.3    Shimizu, A.4    Liu, Z.5    Winker, D.M.6


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