Articles | Volume 22, issue 15
https://doi.org/10.5194/acp-22-10115-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-22-10115-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
08 Aug 2022
Research article |
| 08 Aug 2022
| 08 Aug 2022
Evaluation of aerosol optical depths and clear-sky radiative fluxes of the CERES Edition 4.1 SYN1deg data product
David W. Fillmore
CORRESPONDING AUTHOR
Atmospheric Chemistry Observations & Modeling Lab, University Corporation for Atmospheric Research, Boulder, CO 80307, USA
David A. Rutan
Science Systems and Applications (SSAI), Hampton, VA 23666, USA
Seiji Kato
NASA Langley Research Center, Hampton, VA 23666, USA
Fred G. Rose
Science Systems and Applications (SSAI), Hampton, VA 23666, USA
Thomas E. Caldwell
Science Systems and Applications (SSAI), Hampton, VA 23666, USA
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Cited articles
Augustine, J. A., DeLuisi, J. J., and Long, C. N.: SURFRAD – A national
surface radiation budget network for atmospheric research, B. Am. Meteorol. Soc., 81, 2341–2358, 2000.
Barth, M. C., Rasch, P. J., Kiehl, J. T., Benkovitz, C. M., and Schwartz, S.
E.: Sulfur chemistry in the NCAR CCM: Description, evaluation, features and
sensitivity to aqueous chemistry, J. Geophys. Res., 106, 20311–20322,
2000.
Bauer, S. E. and Menon, S.: Aerosol direct, indirect, semidirect, and surface albedo effects from sector contributions based on the IPCC AR5 emissions for preindustrial and present-day conditions, J. Geophys. Res., 117, D01206, https://doi.org/10.1029/2011JD016816, 2012.
Benkovitz, C. M., Scholtz, M. T., Pacyna, J., Tarrason, L., Dignon, J., Voldner, E. C., Spiro, P. A., Logan, J. A., and Graedel, T. E.: Global
gridded inventories of anthropogenic emissions of sulfur and nitrogen, J.
Geophys. Res.-Atmos., 101, 29239–29253, 1996.
Blanchard, D. C. and Woodcock, A. H.: The production, concentration and
vertical distribution of the sea-salt aerosol, Ann. NY Acad. Sci., 338, 330–347, https://doi.org/10.1111/j.1749-6632.1980.tb17130.x, 1980.
Boucher, O., Randall, D., Artaxo, P., Bretherton, C., Feingold, G., Forster,
P., Kerminen, V.-M., Kondo, Y., Liao, H., Lohmann, U., Rasch, P., Satheesh,
S. K., Sherwood, S., Stevens, B., and Zhang, X. Y.: Clouds and Aerosols, in:
Climate Change 2013: The Physical Science Basis, Contribution of Working
Group I to the Fifth Assessment Report of the Intergovernmental Panel on
Climate Change, chap. 7, edited by: Stocker, T. F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Boschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P. M., Cambridge University Press, Cambridge, UK and New York, NY, USA, https://pure.mpg.de/rest/items/item_2007900_4/component/file_2007948/content
(last access: 1 August 2022), 2013.
Colbo, K. and Weller, R. A.: Accuracy of the IMET sensor package in the subtropics, J. Atmos. Ocean. Tech., 26, 1867–1890, https://doi.org/10.1175/2009JTECHO667.1, 2009.
Collins, W. D., Rasch, P. J., Eaton, B. E., Khattatov, V., Lamarque, J.-F.,
and Zender, C. S.: Simulating aerosols using a chemical transport model with
assimilation of satellite aerosol retrievals: Methodology for INDOEX, J.
Geophys. Res., 106, 7313–7336, 2001.
d'Almeida, G. A., Koepke, P., and Shettle, E. P.: Atmospheric Aerosols: Global Climatology and Radiative Characteristics, A. Deepak Publishing, 561 pp., ISBN 10:0937194220, ISBN 13:978-0937194225, 1991.
Driemel, A., Augustine, J., Behrens, K., Colle, S., Cox, C., Cuevas-Agulló, E., Denn, F. M., Duprat, T., Fukuda, M., Grobe, H., Haeffelin, M., Hodges, G., Hyett, N., Ijima, O., Kallis, A., Knap, W., Kustov, V., Long, C. N., Longenecker, D., Lupi, A., Maturilli, M., Mimouni, M., Ntsangwane, L., Ogihara, H., Olano, X., Olefs, M., Omori, M., Passamani, L., Pereira, E. B., Schmithüsen, H., Schumacher, S., Sieger, R., Tamlyn, J., Vogt, R., Vuilleumier, L., Xia, X., Ohmura, A., and König-Langlo, G.: Baseline Surface Radiation Network (BSRN): structure and data description (1992–2017), Earth Syst. Sci. Data, 10, 1491–1501, https://doi.org/10.5194/essd-10-1491-2018, 2018.
Emmons, L. K., Walters, S., Hess, P. G., Lamarque, J.-F., Pfister, G. G., Fillmore, D., Granier, C., Guenther, A., Kinnison, D., Laepple, T., Orlando, J., Tie, X., Tyndall, G., Wiedinmyer, C., Baughcum, S. L., and Kloster, S.: Description and evaluation of the Model for Ozone and Related chemical Tracers, version 4 (MOZART-4), Geosci. Model Dev., 3, 43–67, https://doi.org/10.5194/gmd-3-43-2010, 2010.
Fu, Q. and Liou, K.-N.: Parameterization of the radiative properties of cirrus clouds, J. Atmos. Sci., 50, 2008–2025, 1993.
Fu, Q., Lesins, G., Higgins, J., Charlock, T., Chylek, P., and Michalsky, J.:
Broadband water vapor absorption of solar radiation tested using ARM data,
Geophys. Res. Lett., 25, 1169–1172, 1998.
Ginoux, P., Chin, M., Tegen, I., Prospero, J. M., Holben, B., Dubovik, O., and Lin, S-J.: Sources and distributions of dust aerosols simulated with the
GOCART model, J. Geophys. Res.-Atmos., 106, 20255–20273,
https://doi.org/10.1029/2000JD000053, 2001.
Haeffelin, M., Kato, S., Smith, A. M., Rutledge, C. K., Charlock, T. P., and
Mahan, J. R.: Determination of the thermal offset of the Eppley precision
spectral pyranometer, Appl. Optics, 40, 472–484, 2001.
Ham, S., Kato, S., and Rose, F. G.: Examining biases in diurnally-integrated
shortwave irradiances due to two- and four-stream approximations in cloudy
atmosphere, J. Atmos. Sci., 77, 551–581, https://doi.org/10.1175/JAS-D-19-0215.1,
2020.
Hess, M., Koepke, P., and Schult, I.: Optical Properties of Aerosols and
Clouds: The software package OPAC, B. Am. Meteorol. Soc., 79, 831–844,
https://doi.org/10.1175/1520-0477(1998)079<0831:OPOAAC>2.0.CO;2, 1998.
Holben, B. N., Eck, T. F., Slutsker, I., Tanre, D., Buis, J. P., Setzer, A.,
Vermote, E., Reagan, J. A., Kaufman, Y., Nakajima, T., Lavenu, F.,
Jankowiak, I., and Smirnov, A.: AERONET – A federated instrument network and
data archive for aerosol characterization, Remote Sens. Environ., 66, 1–16,
1998.
Hsu, N. C., Tsay, S.-C., King, M. D., and Herman, J. R.: Deep Blue Retrievals
of Asian Aerosol Properties During ACE-Asia, IEEE T. Geosci. Remote, 44,
3180–3195, https://doi.org/10.1109/TGRS.2006.879540, 2006.
Huneeus, N., Schulz, M., Balkanski, Y., Griesfeller, J., Prospero, J., Kinne, S., Bauer, S., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Fillmore, D., Ghan, S., Ginoux, P., Grini, A., Horowitz, L., Koch, D., Krol, M. C., Landing, W., Liu, X., Mahowald, N., Miller, R., Morcrette, J.-J., Myhre, G., Penner, J., Perlwitz, J., Stier, P., Takemura, T., and Zender, C. S.: Global dust model intercomparison in AeroCom phase I, Atmos. Chem. Phys., 11, 7781–7816, https://doi.org/10.5194/acp-11-7781-2011, 2011.
Kato, S., Loeb, N. G., Rose, F. G., Doelling, D. R., Rutan, D. A., Caldwell, T. E., Yu, L., and Weller, R. A.: Surface Irradiances Consistent with CERES-Derived Top-of-Atmosphere Shortwave and Longwave Irradiances, J. Climate, 26, 2719–2740, 2013.
Kato, S., Rose, F. G., Rutan, D. A., Thorsen, T. J., Loeb, N. G., Doelling, D. R., Huang, X., Smith, W. L., Su, W., and Ham, S.: Surface Irradiances of Edition 4.0 Clouds and the Earth's Radiant Energy System (CERES) Energy Balanced and Filled (EBAF) Data Product, J. Climate, 31, 4501–4527, 2018.
Kaufman, Y. J., Remer, L. A., Tanre, D., Li, R. R., Kleidman, R., Matoo, S., Levy, R. C., Eck, T. F., Holben, B. N., Ichoku, C., Martins, J. V., and Koren, I.: A critical examination of the residual cloud contamination and diurnal sampling effects on MODIS estimates of aerosol over ocean, IEEE T. Geosci. Remote, 43, 2886–2897, https://doi.org/10.1109/TGRS.2005.858430, 2005.
Kinne, S., Schulz, M., Textor, C., Guibert, S., Balkanski, Y., Bauer, S. E., Berntsen, T., Berglen, T. F., Boucher, O., Chin, M., Collins, W., Dentener, F., Diehl, T., Easter, R., Feichter, J., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Herzog, M., Horowitz, L., Isaksen, I., Iversen, T., Kirkevåg, A., Kloster, S., Koch, D., Kristjansson, J. E., Krol, M., Lauer, A., Lamarque, J. F., Lesins, G., Liu, X., Lohmann, U., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, O., Stier, P., Takemura, T., and Tie, X.: An AeroCom initial assessment – optical properties in aerosol component modules of global models, Atmos. Chem. Phys., 6, 1815–1834, https://doi.org/10.5194/acp-6-1815-2006, 2006.
Koch, D., Schulz, M., Kinne, S., McNaughton, C., Spackman, J. R., Balkanski, Y., Bauer, S., Berntsen, T., Bond, T. C., Boucher, O., Chin, M., Clarke, A., De Luca, N., Dentener, F., Diehl, T., Dubovik, O., Easter, R., Fahey, D. W., Feichter, J., Fillmore, D., Freitag, S., Ghan, S., Ginoux, P., Gong, S., Horowitz, L., Iversen, T., Kirkevåg, A., Klimont, Z., Kondo, Y., Krol, M., Liu, X., Miller, R., Montanaro, V., Moteki, N., Myhre, G., Penner, J. E., Perlwitz, J., Pitari, G., Reddy, S., Sahu, L., Sakamoto, H., Schuster, G., Schwarz, J. P., Seland, Ø., Stier, P., Takegawa, N., Takemura, T., Textor, C., van Aardenne, J. A., and Zhao, Y.: Evaluation of black carbon estimations in global aerosol models, Atmos. Chem. Phys., 9, 9001–9026, https://doi.org/10.5194/acp-9-9001-2009, 2009.
L'Ecuyer T. S., Beaudoing, H. K., Rodell, M., Olson, W., Lin, B., Kato, S.,
Clayson, C. A., Wood, E., Sheffield, J., Adler, R., Huffman, G., Bosilovich,
M., Gu, G., Robertson, F., Houser, P. R., Chambers, D., Famiglietti, J. S.,
Fetzer, E., Liu, W. T., Gao, X., Schlosser, C. A., Clark, E., Lettenmaier,
D. P., and Hilburn, K.: The observed state of the energy budget in the early
twenty-first century, J. Climate, 28, 8319–8346, https://doi.org/10.1175/Jcli-D-14-00556.1, 2015.
Levy, R. C., Remer, L. A., Kleidman, R. G. , Mattoo, S., Ichoku, C., Kahn, R., and Eck, T. F.: Global evaluation of the collection 5 MODIS dark-target
aerosol products over land, Atmos. Chem Phys., 10, 10399–10420, https://doi.org/10.5194/acp-10-10399-2010, 2010.
Levy, R. C., Mattoo, S., Munchak, L. A., Remer, L. A., Sayer, A. M., Patadia, F., and Hsu, N. C.: The Collection 6 MODIS aerosol products over land and ocean, Atmos. Meas. Tech., 6, 2989–3034, https://doi.org/10.5194/amt-6-2989-2013, 2013.
Liousse, C., Penner, J. E., Chuang, C., Walton, J. J., Eddleman, H., and
Cachier, H.: A global three-dimensional model study of carbonaceous aerosols, J. Geophys. Res.-Atmos, 101, 19411–19432, 1996.
Loeb, N. G. and Su, W.: Direct Aerosol Radiative Forcing Uncertainty Based
on a Radiative Perturbation Analysis, J. Climate, 23, 5288–5293, https://doi.org/10.1175/2010JCLI3543.1, 2010.
Loeb, N. G., Kato, S., Loukachine, K., and Smith, N. M.: Angular Distribution
Models for Top-of-Atmosphere Radiative Flux Estimation from the Clouds and the Earth's Radiant Energy System Instrument on the Terra Satellite. Part I:
Methodology, J. Atmos. Ocean. Tech., 22, 338–351, 2005.
Loeb, N. G., Doelling, D. R., Wang, H., Su, W., Nguyen, C., Corbett, J. G.,
Liang, L., Mitrescu, C., Rose, F. G., and Kato, S.: Clouds and the Earth's
Radiant Energy System (CERES) Energy Balanced and Filled (EBAF)
top-of-atmosphere (TOA) Edition-4.0 data product, J. Climate, 31, 895–918,
https://doi.org/10.1175/JCLI-D-17-0208.1, 2018.
Loeb, N. G., Rose, F. G., Kato, S., Rutan, D. A., Su, W., Wang, H., Doelling, D. R., Smith, W. L., and Gettelman, A.: Toward a Consistent Definition between Satellite and Model Clear-Sky Radiative Fluxes, J. Climate, 33, 61–75, https://doi.org/10.1175/JCLI-D-19-0381.1, 2020.
Long, C. N., Ackerman, T. P., Gaustad, K. L., and Cole, J. N. S.: Estimation
of fractional sky cover from broadband shortwave radiometer measurements, J.
Geophys. Res., 111, D11204, https://doi.org/10.1029/2005JD006475, 2006.
Marshak, A., Ackerman, A., da Silva, A. M., Eck, T., Holben, B., Kahn, R.,
Kleidman, R., Knobelspiesse, K., Levy, R., Lyapustin, A., Oreopoulos, L.,
Remer, L., Torres, O., Várnai, T., Wen, G., and Yorks, J.: Aerosol properties in cloudy environments from remote sensing observations, B. Am. Meteorol. Soc., 102, E2177–E2197, https://doi.org/10.1175/BAMS-D-20-0225.1, 2021.
Martins, J. V., Tanre, D., Remer, L., Kaufman, Y., Mattoo, S., and Levy, R.: MODIS cloud screening for remote sensing of aerosols over oceans using spatial variability, Geophys. Res. Lett., 29, 1619, https://doi.org/10.1029/2001GL013252, 2002.
McPhaden, M. J.: TAO/TRITON tracks Pacific Ocean warming in early 2002,
CLIVAR Exchanges, No. 24, International CLIVAR Project Office, Southampton,
UK, 7–9, https://eprints.soton.ac.uk/19305/1/ex24.pdf (last access:
1 August 2022), 2002.
McPhaden, M. J., Meyers, G., Ando, K., Masumoto, Y., Murty, V. S. N., Ravichandran, M., Syamsudin, F., Vialard, J., Yu, L., and Yu, W.: RAMA: The Research Moored Array for African–Asian–Australian Monsoon Analysis and Prediction, B. Am. Meteorol. Soc., 90, 459–480, https://doi.org/10.1175/2008BAMS2608.1, 2009.
Minnis, P., Sun-Mack, S., Chen, Y., Chang, F., Yost, C. R., Smith, W. L.,
Heck, P. W., Arduini, R. F., Bedka, S. T., Yi, Y., Hong, G., Jin, Z.,
Painemal, D., Palikonda, R., Scarino, B. R., Spangenberg, D. A., Smith, R.
A., Trepte, Q. Z., Yang, P., and Xie, Y.: CERES MODIS Cloud Product Retrievals for Edition 4 – Part I: Algorithm Changes, IEEE T. Geosci. Remote, 59, 2744–2780, https://doi.org/10.1109/TGRS.2020.3008866, 2020.
NASA: CERES Data Products, https://ceres.larc.nasa.gov/data/, last access: 3 August 2022.
Ohmura A., Dutton, E., Forgan, B., Frohlich, C., Gilgen, H., Hegne, H., Heimo, A., Konig-Langlo, G., McArthur, B., Muller, G., Philipona, R., Whitlock, C., Dehne, K., and Wild, M.: Baseline Surface Radiation Network (BSRN/WCRP): New precision radiometry for climate change research, B.
Am. Meteorol. Soc., 79, 2115–2136, 1998.
Randles, C. A., Da Silva, A. M., Buchard, V., Colarco, P. R., Darmenov, A.,
Govindaraju, R., Smirnov, A., Holben, A., Ferrare, R., Hair, J., Shinozuka,
Y., and Flynn, C. J.: The MERRA-2 aerosol reanalysis, 1980 onward. Part I:
System description and data assimilation evaluation, J. Climate, 30,
6823–6850, https://doi.org/10.1175/JCLI-D-16-0609.s1, 2017.
Rasch, P. J., Mahowald, N. M., and Eaton, B. E.: Representations of transport, convection, and the hydrologic cycle in chemical transport models: Implications for the modeling of short-lived and soluble species, J. Geophys. Res., 102, 127–138, 1997.
Rasch, P. J., Collins, W. D., and Eaton, B. E.: Understanding the Indian Ocean Experiment (INDOEX) aerosol distributions with an aerosol assimilation, J. Geophys. Res., 106, 7337–7355, 2001.
Remer, L. A., Kaufman, Y. J., Tanré, D., Mattoo, S., Chu, D. A., Martins, J. V., Li, R.-R., Ichoku, C., Levy, R. C., Kleidman, R. G., Eck, T. F., Vermote, E., and Holben, B. N.: The MODIS aerosol algorithm, products, and validation, J. Atmos. Sci., 62, 947–973, 2005.
Remer, L. A., Kleidman, R. G., Levy, R. C., Kaufman, Y. J., Tanre, D., Mattoo, S., Vanderlei Martins, J., Ichoku, C., Koren, I., Yu, H., and Holben,
B. N.: Global aerosol climatology from the MODIS satellite sensors, J.
Geophys. Res.-Atmos., 113, D14S07, https://doi.org/10.1029/2007JD009661, 2008.
Rose, F. G, Rutan, D. A., Charlock, T., Smith, G. L., and Kato, S.: An Algorithm for the Constraining of Radiative Transfer Calculations to CERES-Observed Broadband Top-of-Atmosphere Irradiance, J. Atmos. Ocean. Tech., 30, 1091–1106, https://doi.org/10.1175/JTECH-D-12-00058.1, 2013.
Rutan, D., Rose, F., Roman, M., Manalo-Smith, N., Schaaf, C., and Charlock,
T.: Development and assessment of broadband surface albedo from Clouds and the Earth's Radiant Energy System clouds and radiation swath data product, J. Geophys. Res., 114, D08125, https://doi.org/10.1029/2008JD010669, 2009.
Rutan, D., Kato, S., Doelling, D. R., Rose, F. G., Nguyen, L. T., and Caldwell, T.: CERES Synoptic Product: Methodology and Validation of Surface
Radiant Flux, J. Atmos. Ocean. Tech., 32, 1121–1143, https://doi.org/10.1175/JTECH-D-14-00165.1, 2015.
Servain, J., Busalacchi, A. J., McPhaden, M. J., Moura, A. D., Reverdin, G.,
Vianna, M., and Zebiak, S. E.: A Pilot Research Moored Array in the Tropical
Atlantic (PIRATA), B. Am. Meteorol. Soc., 79, 2019–2031, https://doi.org/10.1175/1520-0477(1998)079<2019:APRMAI>2.0.CO;2, 1998.
Sinyuk, A., Torres, O., and Dubovik, O.: Combined use of satellite and surface observations to infer the imaginary part of refractive index of Saharan dust, Geophys. Res. Lett., 30, 1081, https://doi.org/10.1029/2002GL016189, 2003.
Smirnov, A., Holben, B. N., Eck, T. F., Dubovik, O., and Slutsker, I.:
Cloud-screening and quality control algorithms for the AERONET database,
Remote Sens. Environ., 73, 337–349, 2000.
Soden, B. and Chung, E.-S.: The Large-Scale Dynamical Response of Clouds to
Aerosol Forcing, J. Climate, 30, 8783–8794, https://doi.org/10.1175/JCLI-D-17-0050.1, 2017.
Stephens, G. L., Slingo, J. M., Rignot, E., Reager, J. T., Hakuba, M. Z.,
Durack, P. J., Worden, J., and Rocca, R.: Earth's water reservoirs in a changing climate, P. Roy. Soc. A, 476, 20190458, https://doi.org/10.1098/rspa.2019.0458, 2020.
Su, W., Schuster, G. L., Loeb, N. G., Rogers, R. R., Ferrare, R. A., Hostetler, C. A., Hair, J. W., and Obland, M. D.: Aerosol and cloud
interaction observed from high spectral resolution lidar data, J. Geophys. Res.-Atmos., 113, D24202, https://doi.org/10.1029/2008JD010588, 2008.
Su, W., Corbett, J., Eitzen, Z., and Liang, L.: Next-generation angular
distribution models for top-of-atmosphere radiative flux calculation from
CERES instruments: methodology, Atmos. Meas. Tech., 8, 611–632, https://doi.org/10.5194/amt-8-611-2015, 2015a.
Su, W., Corbett, J., Eitzen, Z., and Liang, L.: Next-generation angular
distribution models for top-of-atmosphere radiative flux calculation from
CERES instruments: validation, Atmos. Meas. Tech., 8, 3297–3313, https://doi.org/10.5194/amt-8-3297-2015, 2015b.
Textor, C., Schulz, M., Guibert, S., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Feichter, H., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Horowitz, L., Huang, P., Isaksen, I., Iversen, I., Kloster, S., Koch, D., Kirkevåg, A., Kristjansson, J. E., Krol, M., Lauer, A., Lamarque, J. F., Liu, X., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, Ø., Stier, P., Takemura, T., and Tie, X.: Analysis and quantification of the diversities of aerosol life cycles within AeroCom, Atmos. Chem. Phys., 6, 1777–1813, https://doi.org/10.5194/acp-6-1777-2006, 2006.
Textor, C., Schulz, M., Guibert, S., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Chin, M., Dentener, F., Diehl, T., Feichter, J., Fillmore, D., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Horowitz, L., Huang, P., Isaksen, I. S. A., Iversen, T., Kloster, S., Koch, D., Kirkevåg, A., Kristjansson, J. E., Krol, M., Lauer, A., Lamarque, J. F., Liu, X., Montanaro, V., Myhre, G., Penner, J. E., Pitari, G., Reddy, M. S., Seland, Ø., Stier, P., Takemura, T., and Tie, X.: The effect of harmonized emissions on aerosol properties in global models – an AeroCom experiment, Atmos. Chem. Phys., 7, 4489–4501, https://doi.org/10.5194/acp-7-4489-2007, 2007.
Varnai, T., Marshak, A., and Eck, T. F.: Observation-based study on aerosol
optical depth and particle size in partly cloudy regions, J. Geophys. Res.-Atmos., 122, 10013–10024, https://doi.org/10.1002/2017JD027028, 2017.
Wen, G., Marshak, A., Cahalan, R. F., Remer, L. A., and Kleidman, R. G.: 3-D aerosol-cloud radiative interaction observed in collocated MODIS and ASTER images of cumulus cloud fields, J. Geophys. Res., 112, D13204,
https://doi.org/10.1029/2006JD008267, 2007.
Wielicki, B. A., Barkstrom, B. R., Harrison, E. F., Lee III, R. B., Smith,
G. L., and Cooper, J. E.: Clouds and the Earth's Radiant Energy System (CERES): An Earth Observing System Experiment, B. Am. Meteorol. Soc., 77, 853–868, 1996.
Zender, C. S., Huishen, B., and Newman, D.: Mineral Dust Entrainment and
Deposition (DEAD) model: Description and 1990s dust climatology, J. Geophys.
Res., 108, 4416, https://doi.org/10.1029/2002JD002775, 2003.
Short summary
This paper presents an evaluation of the aerosol analysis incorporated into the Clouds and the Earth's Radiant Energy System (CERES) data products as well as the aerosols' impact on solar radiation reaching the surface. CERES is a NASA Earth observation mission with instruments flying on various polar-orbiting satellites. Its primary objective is the study of the radiative energy balance of the climate system as well as examination of the influence of clouds and aerosols on this balance.
This paper presents an evaluation of the aerosol analysis incorporated into the Clouds and the...
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