Subgrid modeling pinpoints cloud transformation to uncover true reflective power

Subgrid modeling pinpoints cloud transformation to uncover true reflective power
Trade cumulus clouds: In the trade zones around the tropics, the winds blow steadily. For centuries, sailors depended on “catching a trade” in the desired travel direction for successful commerce. In these areas of prevailing winds dense cloud decks break up into puffy looking clouds scattered across the sky like a spilled bowl of popcorn. The clouds filter light in a patchwork pattern of sun and shade. Credit: NASA's Earth Observatory.

( —In the global scheme of things, clouds are the small stuff. And clouds' inner workings are even smaller. Scientists at Pacific Northwest National Laboratory found that neglecting the small stuff has consequences for understanding how clouds contribute to heating or cooling the planet. When global models average cloud cooling effects over a large area, they mask the cooling variability within a grid that eventually leads to changes in the clouds' characteristics. This research leads to uncovering the amount of cooling or warming enabled by clouds, and understanding the true energy balance of the planet.

Why It Matters: Calculating the right amount of sunlight beaming down to warm the ocean means understanding the kind of parked between the sun and the ocean. When do not accurately depict the characteristics of these clouds, perception of the planet's can be lopsided. Getting accurate understanding of the type and amount of clouds over the ocean is important for projections. Because of their tendency to average out the effects over an entire spatial grid cell, may not capture the type of cloud and its real-world climate-influencing properties. This study accounts for the small-scale radiative energy and turbulent cloud interactions that will lead to more accurate model simulations of real-world clouds.

Methods: Marine boundary layer clouds are produced by interactions between radiative cooling from the cloud tops combined with turbulent cloud-mixing processes. PNNL researchers used a high-resolution, large-eddy simulation model to reveal the small spatial details of the cloud-top radiative . They used those results to simulate detailed cloud radiation-turbulence interactions, as well as scenarios where the radiation was smoothed over the horizontal model grid area mimicking a climate model grid cell.

Subgrid modeling pinpoints cloud transformation to uncover true reflective power
A simulated marine cloud field during the transition from stratus, flat layer clouds, to more porous trade cumulus clouds shows the contours of radiative heating tendencies (colored lines) near the cloud tops. Cores of convective energy penetrate into the stratus clouds and eventually break up the cloud deck as occurs on the left side of the image. The radiative heating tendencies near the cloud tops (colored lines) is highly variable because of the undulating clouds, affecting the turbulent energy and cloud formation processes. Better representation of these small-scale processes in climate models will help scientists better understand how clouds affect the Earth’s energy balance.

Next, the team compared these two types of simulations, finding that when small-scale variability is neglected, the model accelerates the transition of marine stratocumulus to trade cumulus clouds resulting in more sunlight warming the ocean instead of being reflected back to space by the white clouds.

This study was designed to reveal the impact of subgrid radiation variability of marine clouds and determine its overall impact for the Earth's energy balance.

What's Next? Further research will investigate how to use the coarse information available within a climate model grid cell to predict the unresolved small-scale radiation variability, and then to link this information into the turbulence parameterization within the model.

Explore further

Tagging tiny particles in turbulent clouds

More information: Xiao H, WI Gustafson, and H Wang. 2014. "Impact of Subgrid-Scale Radiative Heating Variability on the Stratocumulus-to-Trade Cumulus Transition in Climate Models." Journal of Geophysical Research 119(7): 4192-4203. DOI: 10.1002/2013JD020999
Journal information: Journal of Geophysical Research

Citation: Subgrid modeling pinpoints cloud transformation to uncover true reflective power (2014, May 30) retrieved 24 February 2021 from
This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no part may be reproduced without the written permission. The content is provided for information purposes only.

Feedback to editors

User comments