Scientists develop feedback technique to manage uncertainties in solar geoengineering

Teaching a Climate Model to Course Correct
(Phys.org) —In reality, there is no climate reset button. But climate models, unlike the real world, allow do-overs. Scientists at Pacific Northwest National Laboratory, Caltech and Lancaster University took advantage of this "what-if" proving ground by inserting a unique feedback loop into a climate model to react to theoretical climate engineering techniques. Like using a steering wheel to keep a car on course, their feedback technique reacts and adjusts to conditions resulting from designed climate engineering. And, it is much better at achieving climate objectives—whatever those might be—compared to predicting the amount of geoengineering required ahead of time. In this way, researchers can manage a large set of uncertainties inherent in understanding how these techniques may work in the real world.

"There are uncertainties in the climate system due to the amount of carbon dioxide, and adds inherent uncertainties on top of that," said Dr. Ben Kravitz, and modeler at PNNL. "Some of these uncertainties can't be reduced, so if society decides to use geoengineering to help meet climate objectives, it will be done in the presence of uncertainty. Our method allows us to manage some of those uncertainties."

Some postulate that if societies are unable to reduce the greenhouse gas warming effects through emissions reduction, and communities are unable to fully adapt to changing conditions, then using a technology to reduce climate warming would buy society some time. Geoengineering is a category of deliberate technologies proposed by some to reduce the effects of greenhouse gases. Scientists are using model-based analysis to understand how the climate might react to engineered solutions, the amount of carbon dioxide they offset, and how they could be adjusted to keep the climate at a desired state. Modeling investigations are important, because testing these techniques in the real world has a host of issues that need to be resolved first.

"After start-up, if the amount of geoengineering deployed to achieve a climate objective is wrong, we wouldn't get to start over and try again," said Kravitz.

The research team used two in the study: one to design a geoengineering strategy, and one in which geoengineering was implemented (a real-world proxy). They implemented the design model as often as they wished, but conducted each simulation in the real-world proxy exactly once. This process parallels the situation that society might face if geoengineering is used to achieve climate goals. Through "what-if" scenarios, they turned up the sun's energy if the climate got too cold or dialed it down if the climate got too warm. Their research showed how using a deliberate feedback mechanism was effective in helping manage some of those uncertainties.

This study developed tools that can be more broadly used to understand feedbacks in the system.


Explore further

Is nuclear power the only way to avoid geoengineering?

More information: Kravitz B, DG MacMartin, DT Leedal, PJ Rasch, and AJ Jarvis. 2014. "Explicit Feedback and the Management of Uncertainty in Meeting Climate Objectives with Solar Geoengineering." Environmental Research Letters 9:044006. DOI: 10.1088/1748-9326/9/4/044006
Journal information: Environmental Research Letters

Citation: Scientists develop feedback technique to manage uncertainties in solar geoengineering (2014, May 2) retrieved 27 June 2019 from https://phys.org/news/2014-05-scientists-feedback-technique-uncertainties-solar.html
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.
0 shares

Feedback to editors

User comments

May 04, 2014
The best climate models thus far have proven untrustworthy. If this one can accurately forecast the real world weather infallibly, then it would be something other than a climate video game. I know it's frustrating. Keep at it, we might get it right sometime.

Please sign in to add a comment. Registration is free, and takes less than a minute. Read more