Physics or Knob‐Tuning? Tropical Anvil Peak Is Captured by GCMs

Abstract Tropical anvil clouds peak near 200 hPa and significantly impact Earth's climate, yet its physical realism in coarse‐resolution General Circulation Models (GCMs) remains debated. We examine anvil cloud formation by performing simulations with a GCM with a hierarchy of cloud fraction schemes ranging from a complex prognostic Tiedtke scheme to a simple binary scheme. All schemes consistently reproduce the anvil peak. The robust anvil peak arises because extremely cold temperatures at the upper troposphere facilitate frequent saturation events, producing clouds that disproportionately influence mean cloud fraction. Sensitivity experiments with enhanced evaporation of cloud condensate unexpectedly show increased anvil coverage, highlighting how slight evaporative moistening reinforces local saturation in cold upper‐tropospheric conditions. These results demonstrate that the tropical anvil cloud peak emerges from fundamental thermodynamic constraints, rather than specific cloud fraction parameterization choices.

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Publication Details

Journal
Geophysical Research Letters
Published
2025-10-26
DOI
https://doi.org/10.1029/2025gl118740
Primary Topic
Meteorological Phenomena and Simulations
Type
article
Field-Weighted Citation Impact
0.00

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article

Physics or Knob‐Tuning? Tropical Anvil Peak Is Captured by GCMs

Youtong Zheng, David Paynter, Zhihong Tan, Pu Lin et al.
Geophysical Research Letters
Meteorological Phenomena and Simulations
article

Physics or Knob‐Tuning? Tropical Anvil Peak Is Captured by GCMs

Youtong Zheng, David Paynter, Zhihong Tan, Pu Lin, Nadir Jeevanjee
article en

Abstract

Abstract Tropical anvil clouds peak near 200 hPa and significantly impact Earth's climate, yet its physical realism in coarse‐resolution General Circulation Models (GCMs) remains debated. We examine anvil cloud formation by performing simulations with a GCM with a hierarchy of cloud fraction schemes ranging from a complex prognostic Tiedtke scheme to a simple binary scheme. All schemes consistently reproduce the anvil peak. The robust anvil peak arises because extremely cold temperatures at the upper troposphere facilitate frequent saturation events, producing clouds that disproportionately influence mean cloud fraction. Sensitivity experiments with enhanced evaporation of cloud condensate unexpectedly show increased anvil coverage, highlighting how slight evaporative moistening reinforces local saturation in cold upper‐tropospheric conditions. These results demonstrate that the tropical anvil cloud peak emerges from fundamental thermodynamic constraints, rather than specific cloud fraction parameterization choices.

Geophysical Research LettersVol. 52(20)
NOAA Geophysical Fluid Dynamics Laboratory (US), Princeton University (US), University of Houston (US)
U.S. Department of Energy, National Oceanic and Atmospheric Administration
Openalex Percentile: Top 64%
Meteorological Phenomena and Simulations
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Physics or Knob‐Tuning? Tropical Anvil Peak Is Captured by GCMs — Youtong Zheng, David Paynter, et al. · Geophysical Research Letters (2025) | TGRS Research Map | TGRS