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The latest shipping data hold out little hope for a rapid rebound.
But Apple's vast sales are not showing up in Mr Krugman's domestic shipping data.
Daily exports from Iraq's southern terminals have averaged 2.55m barrels per day (bpd), according to shipping data.
Thirty-one of Hanjin's 97 leased and owned container ships have completed unloading, Hanjin Shipping data showed.
They not only failed to understand how local telephone networks really function, but made the mistake of believing they could ignore voice and concentrate solely on shipping data.
Although the job involved inputting product codes and shipping data for several hours at a time, it somehow got me in touch with real people with real lives in real towns.
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Every time someone walks down the street with their mobile phone, every time a satellite orbits the earth, and every time a product with a barcode is loaded or unloaded from a truck or a ship, data is created that can be, and increasingly is, pored over, analysed and examined for patterns and insights.
As expected, monitors ship data to the AaaS cloud, which is synchronised and merged therein.
Such a situation would significantly deteriorate the tsunami-forecast capability using ship data.
A ship data with strong sea clutter is also used to confirm the effectiveness of our method.
Left and right panels show the forecast result using the 55 ship data, and that using not only the 55 ship data but incorporating the fault model of c, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com