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Stevenson helped spearhead a task force that last year issued a report called Getting to Zero for Miami. In anticipation of this, local leaders have purchased land on the island of Fiji, and Kiribati citizens have already begun to migrate to their new homeland. The TAG analysis of orders routed to exchanges in Europe included all orders routed for execution during regular trading hours including all market and marketable limit orders and orders near the market orders having a limit price within one-tenth of a Euro from the quote price at time of order receipt on stocks listed on the included exchanges, weighted by the volume executed on each exchange. Another is the Infectious Disease Elimination Act, known as IDEA Exchange, which Tookes and his team began in December 2016.
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Big data, big decisions In 2010, major wheat-growing regions of eastern China suffered a drought, causing the failure of vital crops for two years. Instead, it was nations downstream in the trade network that depended on the food they sourced from China. One of these countries was Egypt. With the wheat scarcity caused by the drought, the cost of bread rose far above the means of the average worker. Demonstrations about food prices soon fomented into riots against the government and its leaders as a whole. These activities were some of the earliest, catalyzing events of the Arab Spring, a series of protests and uprisings across North Africa and the Middle East. Protesters in Tahrir Square in Egypt on Feb. Photo by Jonathan Rashad under a. Surely, no one could have predicted that crop failure in China would spark a revolution on the other side of the globe. Shade Shutters and his colleagues believe that complexity science can help us track and contain potential crises before they spiral out of control. But the volume of information available to researchers today is exploding. Because of advances in technology, more data was created from 2013—2015 than in all of human history up to that point. By the year 2020, about 1. While these advances make far more information available, the challenge now is to make it more valuable. Enter the relatively new and emerging study of complexity science, which enables researchers to organize and analyze seemingly random facts into useful decision-making tools. And in human-generated systems, that sweet spot is always moving — just like it is in nature. But at some time, you have to step back and put it all together to really understand and be a good medical practitioner. One example is what to do when entire countries disappear because of climate change. The Republic of Kiribati spans 33 coral atolls in the Pacific Ocean, halfway between Hawaii and Australia. The average land elevation in Kiribati is just six feet above sea level. If sea levels continue to rise at their current rate, the entire country will be submerged within 60 years. In anticipation of this, local leaders have purchased land on the island of Fiji, and Kiribati citizens have already begun to migrate to their new homeland. But there is already conflict. The Fijians want the new arrivals to observe the governance and laws of Fiji, while the Kiribatis intend to re-establish their area of the island as a separate and sovereign nation. Additional questions about access to jobs, education and food for the increased population are among the issues that will inevitably arise as more Kiribatis are forced to migrate. But what do you do when you know an entire country is going to disappear and is not coming back? Computer models can predict these kinds of problems and offer potential solutions before they become a crisis. By asking the right questions and understanding the facts, the violence, poverty and civil unrest that may result from an influx of refugees can be alleviated, if not averted altogether. In Abaiang, Kiribati, fresh water milkfish that once fed an entire village are long gone, and plant life is fatally overdosing on salt. Image by AusAID under a. I like to know that the people making the decisions have all of the facts. And no one knows just exactly how to define it. It's a response to reductionism in science gone to its extreme. Anything that you can define as a system that has intelligent components that evolve and adapt, that makes it a complex system. He holds a PhD in biology from ASU. But Shutters views his background in the natural sciences as a fortuitous fit to his work in informatics. And in human-generated systems, that sweet spot is always moving — just like it is in nature. Although some universities have begun to offer degrees in complexity science, ASU has set a course to incorporate it across all disciplines. A floor in the renovated Hayden Library will become a state-of-the-art data science center, providing students and faculty with opportunities to conduct research that would have been too difficult or too expensive without the benefits of advanced computers and the methodologies of data science.
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