Scale‐Dependence of Tropical Oceanic Deep Convective Systems’ Cloud Shield Morphology to Environmental Conditions

Abstract Deep convective systems are ubiquitous over the tropical oceans and are central to the Earth radiation budget due to their upper‐level cloud shields. Possible evolution of the morphology of these cloud shields with climate change remain poorly understood. In this study, the sensitivity of the cloud shield to environmental conditions is therefore investigated using a large data set of atmospheric profiles from reanalysis and satellite observations. The initial environmental conditions in stability, thermodynamics, and dynamics are explored. Multilinear regression between morphology and environment is used in a 2D phase space linked to the life cycle of the systems, namely the time to reach the maximum area and the associated maximum area. Dynamical drivers show stronger morphological control than the thermodynamic factors. The result reveals an overwhelming role for wind shear over a deep tropospheric layer in explaining the scale dependence of cloud shield morphology. In particular, the variability of the shield growth rate is very well explained by deep layer shear ( R 2 > 0.8). The depth of the systems is also strongly related to dynamics and secondly to water vapor loading. These results feed the debate on the relative role of deep‐ versus low‐level shear in influencing deep convection and extend previous precipitation‐centric considerations to the cloud shield of the systems. Possible underlying mechanisms are discussed, and the need to extend previous theoretical considerations on idealized convective geometry toward the whole spectrum of deep convective systems populating the tropical oceans is emphasized.

Authors

Institutions

Publication Details

Journal
Journal of Geophysical Research Atmospheres
Published
2025-05-07
DOI
https://doi.org/10.1029/2024jd042494
Citations
1
Primary Topic
Climate variability and models
Type
article
Field-Weighted Citation Impact
1.11
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Scale‐Dependence of Tropical Oceanic Deep Convective Systems’ Cloud Shield Morphology to Environmental Conditions

Rémy Roca, Thomas Fiolleau, Louis Netz
1 citations
Journal of Geophysical Research Atmospheres
Climate variability and models
1.11
article

Scale‐Dependence of Tropical Oceanic Deep Convective Systems’ Cloud Shield Morphology to Environmental Conditions

Rémy Roca, Thomas Fiolleau, Louis Netz
article en
1 citations

Abstract

Abstract Deep convective systems are ubiquitous over the tropical oceans and are central to the Earth radiation budget due to their upper‐level cloud shields. Possible evolution of the morphology of these cloud shields with climate change remain poorly understood. In this study, the sensitivity of the cloud shield to environmental conditions is therefore investigated using a large data set of atmospheric profiles from reanalysis and satellite observations. The initial environmental conditions in stability, thermodynamics, and dynamics are explored. Multilinear regression between morphology and environment is used in a 2D phase space linked to the life cycle of the systems, namely the time to reach the maximum area and the associated maximum area. Dynamical drivers show stronger morphological control than the thermodynamic factors. The result reveals an overwhelming role for wind shear over a deep tropospheric layer in explaining the scale dependence of cloud shield morphology. In particular, the variability of the shield growth rate is very well explained by deep layer shear ( R 2 > 0.8). The depth of the systems is also strongly related to dynamics and secondly to water vapor loading. These results feed the debate on the relative role of deep‐ versus low‐level shear in influencing deep convection and extend previous precipitation‐centric considerations to the cloud shield of the systems. Possible underlying mechanisms are discussed, and the need to extend previous theoretical considerations on idealized convective geometry toward the whole spectrum of deep convective systems populating the tropical oceans is emphasized.

Journal of Geophysical Research AtmospheresVol. 130(9)
Centre National de la Recherche Scientifique (FR), Université Toulouse III - Paul Sabatier (FR), Université Fédérale de Toulouse Midi-Pyrénées (FR), Laboratoire d’Études en Géophysique et Océanographie Spatiales (FR), Institut de Recherche pour le Développement (FR)
Openalex Percentile: Top 25%
Climate variability and models
1.11
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.