Examining local conditions and global patterns at the same time allows scientists to zoom in on regions of high concern (at 30 km resolution), such as areas with complex geography influencing the regional climate, and zoom out on the surrounding areas (at 120 km resolution) that may not need such a detailed analysis. In this way, variable resolution modeling can get a better picture of global climate with minimal computational expense. Credit: MPAS modeling courtesy of the authors at PNNL
Local rain in Asia might cause global splash. That’s what scientists at PNNL found when they discovered connections between rain in Asia and the southern hemisphere’s jet stream, an atmospheric current influencing weather across the globe. Using advanced computational modeling, they examined local conditions and global patterns at the same time. The model zoomed in on some areas while keeping a bird’s eye view in others. The study, using the variable-resolution modeling, is the first to document connections between local turbulence shifting clouds and storms (convection) and global air patterns in another hemisphere.
What happens in one corner of the globe may affect another region. Scientists are seeing this in action when it comes to weather and climate. It turns out that local rain showers can shift the jet stream and reroute the path of storms in another hemisphere. Scientists call this an “upscale” effect, similar to how the El Niño-Southern Oscillation, a years-long climate pattern over the Pacific Ocean, influences weather in the US. Heavier rain in Asia can cause a shift of the jet stream and alter weather patterns and storminess in the southern hemisphere.
Researchers at PNNL and a collaborator at the Institute of Atmospheric Physics in China studied the upscale effects found in a global variable-resolution model (the Model for Prediction Across Scale, “MPAS”). Most of the model used a coarse level of detail, with refinements over S and N America, and Asia.They performed simulations that resolve extra spatial details in selected regions.
Even though the regions with additional details were thousands of miles away the southern hemisphere jet stream responded by moving closer to the South Pole. One way the extra details led to the change was through Hadley Cells—a series of north-south overturning circulation where hot air rises near the equator, travels polward, cools, and then descends back to near the surface. Another pathway was through “Rossby Waves,” atmospheric wave patterns caused by the rotation of the Earth.
The team found the same results in a global high-resolution simulation that maintained a high level of detail across the planet. Because of the consistency, the research suggests that a variable-resolution model produces high-quality results, without requiring the same computational time and expense. This finding provides a possible way to improve simulations of large-scale patterns and connections. The team will test even finer resolutions in the variable-scale framework, going down to a few kilometers of detail at the center of the high-resolution region. Such high resolution allows the model to simulate atmospheric processes even more realistically, which is expected to also improve the representation of how small processes affect larger ones.
http://www.pnnl.gov/science/highlights/highlight.asp?id=4497
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