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Whether current approaches to improving data systems, including further training, simplified data collecting systems, or the use of sophisticated electronic data validation systems will be sufficient to provide more reliable data remains to be determined.
However, data collecting and pattern spotting are now getting more sophisticated.
Their report, released 9 November at the inaugural meeting of delegates to the Agreement on the Conservation of Albatrosses and Petrels in Hobart, Australia, includes maps of seabird distributions assembled by applying sophisticated computing tools to tracking data collected in previous studies.
Passenger cars have sophisticated emission controls that rely on data collected by air sensors inside the vehicles.
He's ostensibly debriefing them to verify data collected by a sophisticated supercomputer, the GRTA (known as "Gertie" colloquially), but his questions quickly start to resemble the gentle prompts a psychologist might use during traditional talk therapy.
The diagnosis from the data collected was supplemented by sophisticated non-linear finite element models, which considered both thermal and hygrothermal behaviour of the bricks with which the wall had been built.
An important reason why this study contributed so little was that the data collected by the authors was not analysed using the sophisticated methods employed in other studies rather than simply because it was from a developing country.
How was research data collected?
And how was the data collected?
USGS satellite data collected in 2008 suggests the amount of oil in the Arctic is about 90 billion barrels, worth about $7.2 trillion at current prices, but this was at best a "sophisticated first guess," Verhoef says.
Dollar spend equals data collected.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com