Turbulent Exchange of CO2 ${\text{CO}}_{2}$ in the Lower Tropical Troposphere Across Clear‐to‐Cloudy Conditions

Abstract This study investigates the roles of clear air entrainment and shallow cloud ventilation, alongside rainforest ‐assimilation, in the turbulent exchange of within the lower tropical troposphere under clear‐to‐cloudy conditions. Constrained by comprehensive observations from the CloudRoots‐Amazon22 campaign, spanning leaf stomatal to upper atmosphere, we design and evaluate a representative shallow convective numerical experiment with the turbulence‐resolving Dutch Atmospheric Large Eddy Simulation model, incorporating a bulk rainforest representation. We assess contributions from the rainforest, clouds, and environment through the vertically integrated, domain‐averaged budget by comparing simulations with and without the dynamic effects of clouds. Our findings reveal three distinct diurnal regimes named: entrainment‐diluting, cloud‐ventilation‐and‐entrainment, and ‐assimilation. Shallow convective clouds (23%), clear air entrainment (21%), and rainforest ‐assimilation (56%) collectively influence the diurnal evolution and vertical exchange of within the clear‐to‐cloudy boundary layer, with their relative importance varying per diurnal regime. In the absence of clouds, ventilation ceases and exchange is driven solely by entrainment and ‐assimilation, resulting in a 20%–25% reduction in mixing effectiveness. In the vertical, shallow clouds ventilate to heights reaching twice the boundary layer depth, significantly affecting the vertical distribution until late afternoon. Analysis of the correlation between and O shows that shallow convective clouds organize the turbulent exchange at shallow cloud‐scales, shaping a vertical pattern of negative to positive ‐O correlation from the roughness sublayer into the cloud layer. These findings highlight key processes crucial for accurately representing the lower tropical tropospheric budget across clear‐to‐cloudy conditions.

Authors

Institutions

Publication Details

Journal
Journal of Geophysical Research Atmospheres
Published
2025-09-26
DOI
https://doi.org/10.1029/2025jd044231
Primary Topic
Atmospheric and Environmental Gas Dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Turbulent Exchange of CO2 ${\text{CO}}_{2}$ in the Lower Tropical Troposphere Across Clear‐to‐Cloudy Conditions

John Bharat Miller, Oscar Hartogensis, Sierrah Haas, Cléo Quaresma Dias‐Júnior et al.
Journal of Geophysical Research Atmospheres
Atmospheric and Environmental Gas Dynamics
article

Turbulent Exchange of CO2 ${\text{CO}}_{2}$ in the Lower Tropical Troposphere Across Clear‐to‐Cloudy Conditions

John Bharat Miller, Oscar Hartogensis, Sierrah Haas, Cléo Quaresma Dias‐Júnior, Jordi Vilà-Guerau De Arellano, G. Martins, Martin Janssens, Hella van Asperen, Vincent S. de Feiter
article en

Abstract

Abstract This study investigates the roles of clear air entrainment and shallow cloud ventilation, alongside rainforest ‐assimilation, in the turbulent exchange of within the lower tropical troposphere under clear‐to‐cloudy conditions. Constrained by comprehensive observations from the CloudRoots‐Amazon22 campaign, spanning leaf stomatal to upper atmosphere, we design and evaluate a representative shallow convective numerical experiment with the turbulence‐resolving Dutch Atmospheric Large Eddy Simulation model, incorporating a bulk rainforest representation. We assess contributions from the rainforest, clouds, and environment through the vertically integrated, domain‐averaged budget by comparing simulations with and without the dynamic effects of clouds. Our findings reveal three distinct diurnal regimes named: entrainment‐diluting, cloud‐ventilation‐and‐entrainment, and ‐assimilation. Shallow convective clouds (23%), clear air entrainment (21%), and rainforest ‐assimilation (56%) collectively influence the diurnal evolution and vertical exchange of within the clear‐to‐cloudy boundary layer, with their relative importance varying per diurnal regime. In the absence of clouds, ventilation ceases and exchange is driven solely by entrainment and ‐assimilation, resulting in a 20%–25% reduction in mixing effectiveness. In the vertical, shallow clouds ventilate to heights reaching twice the boundary layer depth, significantly affecting the vertical distribution until late afternoon. Analysis of the correlation between and O shows that shallow convective clouds organize the turbulent exchange at shallow cloud‐scales, shaping a vertical pattern of negative to positive ‐O correlation from the roughness sublayer into the cloud layer. These findings highlight key processes crucial for accurately representing the lower tropical tropospheric budget across clear‐to‐cloudy conditions.

Journal of Geophysical Research AtmospheresVol. 130(19)
National Oceanic and Atmospheric Administration (US), Instituto Nacional de Pesquisas da Amazônia (BR), Instituto Federal de Educação, Ciência e Tecnologia do Pará (BR), NOAA Chemical Sciences Laboratory (US), Max Planck Institute for Biogeochemistry (DE), Wageningen University & Research (NL)
Openalex Percentile: Top 75%
Atmospheric and Environmental Gas Dynamics
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.