Articles | Volume 18, issue 24
https://doi.org/10.5194/amt-18-7603-2025
https://doi.org/10.5194/amt-18-7603-2025
Research article
 | 
15 Dec 2025
Research article |  | 15 Dec 2025

A method for characterizing the spatial organization of deep convective cores in deep convective systems' cloud shield using idealized elementary convective structure decomposition

Louis Netz, Thomas Fiolleau, and Rémy Roca

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Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2025-638,https://doi.org/10.5194/essd-2025-638, 2025
Preprint under review for ESSD
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Cited articles

Abramian, S., Muller, C., Risi, C., Fiolleau, T., and Roca, R.: How key features of early development shape deep convective systems, npj Clim. Atmos. Sci., 8, 258, https://doi.org/10.1038/s41612-025-01154-1, 2025. 
Anber, U., Wang, S., and Sobel, A.: Response of Atmospheric Convection to Vertical Wind Shear: Cloud-System-Resolving Simulations with Parameterized Large-Scale Circulation. Part II: Effect of Interactive Radiation, Journal of the Atmospheric Sciences, 73, 199–209, https://doi.org/10.1175/JAS-D-15-0151.1, 2016. 
Awaka, J., Iguchi, T., and Okamoto, K.: TRMM PR Standard Algorithm 2A23 and its Performance on Bright Band Detection, Journal of the Meteorological Society of Japan. Ser. II, 87A, 31–52, https://doi.org/10.2151/jmsj.87A.31, 2009. 
Awaka, J., Le, M., Chandrasekar, V., Yoshida, N., Higashiuwatoko, T., Kubota, T., and Iguchi, T.: Rain Type Classification Algorithm Module for GPM Dual-Frequency Precipitation Radar, https://doi.org/10.1175/JTECH-D-16-0016.1, 2016. 
Awaka, J., Le, M., Brodzik, S., Kubota, T., Masaki, T., Chandrasekar, V., and Iguchi, T.: Development of Precipitation Type Classification Algorithms for a Full Scan Mode of GPM Dual-frequency Precipitation Radar, Journal of the Meteorological Society of Japan. Ser. II, 99, 1253–1270, https://doi.org/10.2151/jmsj.2021-061, 2021. 
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Short summary
Convective systems are the primary drivers of rainfall and climate on Earth, yet the spatial organisation of associated convection remains poorly understood. This study presents a simple approach to describing this organisation. First, the convective field is decomposed into elementary structures. Then, four scores are computed to describe the size, density, spacing scale and departure from randomness of the cores. This method robustly characterises the organisation of convection.
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