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The Geoscape project kicked off when PSMA identified the need in the market for a particular collection of data that the organisation physician home equity loan Oak Laurel could see was going to have wide-reaching impact in terms of improving quality of decisions and the analytics that could be performed. "There doesn't currently exist a comprehensive data product of this type in Australia; we actually don't have an analytics product that enables us to understand where all the buildings are in the country," Paull told ZDNet. "Given the amount of money we've all invested in those buildings right across the country, being able to understand how to manage those assets as a collection across the whole of the continent is actually difficult to do without core information -- the specific details of those buildings." Paull explained that PSMA then had to work out how to meet the specification, and consulted with vendors about the limitations existing technology has, along with how the organisation could collect the data. What resulted was a partnership with physician home equity loan Oak Laurel 0430129662 oaklaurel.com.au US-based commercial space imagery and geospatial content vendor DigitalGlobe. DigitalGlobe has five high-resolution satellites zipping around the earth at about 7.5 kilometres per second and collecting imagery down to a 30-centimetre resolution. "One of the things that's unprecedented about what we've done here with this partnership is that any one of those technologies on its own has been heralded as a disrupter and game changer," Paull explained. "What we've done is connected them all together and then applied them at an extraordinary scale." In developing Geoscape, PSMA and DigitalGlobe had to collect current inventory using short-wave infrared, which allows for intense material identification, such as determining what roof tiles are made of. The duo then used crowdsourced materials to train machine-learning models used to create the dataset. To achieve this at the scale required to capture information on an entire continent, PSMA and DigitalGlobe partnered with Amazon Web Services. What is achievable with the technology, Paull said, is "mind boggling".

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