Articles | Volume 23, issue 10
https://doi.org/10.5194/acp-23-5867-2023
© Author(s) 2023. This work is distributed under the Creative Commons Attribution 4.0 License.
Research article
| 
26 May 2023
Research article |
| 26 May 2023
| 26 May 2023
Convective organization and 3D structure of tropical cloud systems deduced from synergistic A-Train observations and machine learning
Related authors
EGUsphere, 2026
This preprint is open for discussion and under review for Weather and Climate Dynamics (WCD).
Atmos. Chem. Phys., 25, 6857–6880, 2025
Geosci. Model Dev., 17, 7795–7813, 2024
Cited articles
Berry, G. and Reeder, M. J.: Objective Identification of the Intertropical
Convergence Zone: Climatology and Trends from the ERA-Interim, J. Clim.,
27, 1894–1909, https://doi.org/10.1175/JCLI-D-13-00339.1, 2014.
Bläckberg, C. P. O. and Singh, M. S.: Increased Large-Scale Convective
Aggregation in CMIP5 Projections: Implications for Tropical Precipitation
Extremes, Geophys. Res. Lett., 49, e2021GL097295,
https://doi.org/10.1029/2021GL097295, 2022.
Bony, S., Semie, A., Kramer, R. J., Soden, B., Tompkins, A. M., and Emanuel,
K. A.: Observed modulation of the tropical radiation budget by deep
convective organization and lower-tropospheric stability, AGU Adv., 1,
e2019AV000155, https://doi.org/10.1029/2019AV000155, 2020.
Chen, Q., Fan, J., Hagos, S., Gustafson Jr., W. I., and Berg, L. K.: Roles
of windshear at different vertical levels: Cloud system organization and
properties, J. Geophys. Res.-Atmos., 120, 6551–6574,
https://doi.org/10.1002/2015JD023253, 2015.
Dee, D. P., Uppala, S. M., Simmons, A. J., Berrisford, P., Poli, P.,
Kobayashi, S., Andrae, U., Balmaseda, M. A., Balsamo, G., Bauer, P.,
Bechtold, P., Beljaars, A. C. M., van de Berg, L., Bidlot, J., Bormann, N.,
Delsol, C., Dragani, R., Fuentes, M., Geer, A. J., Haimberger, L., Healy, S.
B., Hersbach, H., Holm, E. V., Isaksen, L., Kallberg, P., Kohler, M.,
Matricardi, M., McNally, A. P., Monge-Sanz, B. M., Morcrette, J.-J., Park,
B.-K., Peubey, C., de Rosnay, P., Tavolato, C., Thepaut, J.-N., and
Vitart, F.: The ERA-Interim reanalysis: configuration and performance of the
data assimilation system, Q. J. Roy. Meteor. Soc., 137, 553–597,
https://doi.org/10.1002/qj.828, 2011 (data set is available at https://www.icare.univ-lille.fr/, last access: July 2019).
