Of course, flying through the snow isn't all Brian Jewett does - and he'd be the first to tell you that those airbound adventures are a lot safer than they sound: "There's no white-knuckle element" he insists. Brian Jewett spends most of his time on solid ground, studying both tornadoes and winter storms. And when he's not gathering data in the field, he's working with resources and experts from the Extreme Science and Engineering Discovery Environment (XSEDE), a nationwide collection of advance digital resources and support lead by the National Center for Supercomputing Applications (NCSA) at Illinois, to analyze, simulate, and visualize severe storms.
One of Brian Jewett's current projects involves simulating a catastrophic tornado from 2011 - the Joplin, MO, tornado, which struck on May 22, 2011, and left over 150 dead. With so much of the science of weather focused on using the present to predict the future, it may seem strange to look back at the unchangeable past. Brian Jewett suggests, however, that modelling storms that have already struck allows scientists to enhance their knowledge in meaningful ways, improving our understanding of how and why tornadoes strike. Take the Joplin tornado, which occurred when two small storms merged with a larger storm. Would there have been a tornado without that merger?
Using simulations, Brian Jewett and Kevin Van Leer, whose Master's thesis at Illinois developed from his work studying Joplin, can answer that question. By altering the conditions in their model, they discovered that if the small storms had been weaker, there would have been no tornado - but, unexpectedly, if they hadn't existed at all, the twister would have found another way to form. And it's not just weather that can be altered in simulations: When modelling a Chicago snowstorm, the PLOWS team decided to figure out the effect Lake Michigan had on the snow - by removing it from the model entirely.
In the old days, according to Brian Jewett, scientists had to search through hundreds of real storm records trying to determine the consequences of specific conditions on the progression of a particular storm. Now, they can use models. For Brian Jewett, XSEDE makes all these simulations possible. Brian Jewett remembers questioning whether the work he needed done could be accomplished on a local computer cluster - but the answer was no. "These are big problems, scaling to bigger and bigger problems", he stated. "And they're computationally intensive. We really do need XSEDE."
Brian Jewett and his team utilize the Stampede and Stampede2 supercomputers and the Ranch mass storage system housed at the Texas Advanced Computing Center (TACC) in Austin. Brian Jewett believes the ability to work with computing resources at XSEDE's scale is highly valuable for future scientists; that's why he teaches two courses - Introduction to Computational Geosciences and, at the graduate level, Numerical Fluid Dynamics - that introduce students to XSEDE resources like Jetstream, a Cloud environment hosted by TACC and Indiana University, and the very same supercomputers Brian Jewett conducts his research on. "The idea is to expose them to supercomputer centre resources, so they'll know what questions to ask" when conducting their own research with powerful computing resources.
In addition to compute resources, Brian Jewett works with two kinds of experts through XSEDE's Extended Collaborative Support Services (ECSS). David O'Neal of the Pittsburgh Supercomputing Center has helped Brian Jewett and his students run their systems efficiently, particularly when it comes to parallelization.
"XSEDE has done their own benchmarking", on optimal parallelization practices, Brian Jewett noted, and David O'Neal brings that understanding to Brian Jewett's project. David O'Neal also helps Brian Jewett store outputs in a cost-effective manner - something Brian Jewett says scientists normally consider a hassle - which then allows Brian Jewett to interact with his data at a more detailed level. Now, Brian Jewett is also working with Dave Bock, a visualization expert at NCSA, to better understand the lead-up to the Joplin tornado. Bock is a "visualization wizard", according to Brian Jewett, who previously worked with NCSA's Advanced Visualization Lab to bring his and Kevin Van Leer's Joplin simulations to life in 2016. This time around, he has additional data - in part thanks to David O'Neal - that will help fine-tune the process. "We're going to find out new things this way", Brian Jewett predicted.
Flying through snowstorms is undoubtedly exhilarating, but modern computing capabilities make the power and possibility of computer simulations just as exciting - and a fair bit warmer. "XSEDE is a fabulous resource", Brian Jewett stated, adding that today's technology makes scientists wonder what leaps of understanding might have been achieved earlier if brilliant people like Ted Fujita - namesake of the Fujita scale for measuring tornado intensity - had had access to resources like those offered by XSEDE. "He had such partial data", Brian Jewett said of Ted Fujita. "What if he had had supercomputers?"
Profiling of Winter Storms is supported by the National Science Foundation through award AGS-1247404.