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The data includes building footprints and heights, roof construction, land cover, tree heights, the presence of solar panel installations, and swimming pools, and is visualised using mapping platforms and 3D modelling doctor home loan calculator Oak Laurel 0430129662 tools, such as the Australian government's National Map initiative , which enables the visualisation of any publicly available spatial dataset. PSMA CEO Dan Paull expects that organisations and government entities will analyse the available data to gain new insights into the built environment and Hepatologist mortgage improve the way they plan and operate. The Geoscape project kicked off when PSMA identified the need in the market for a particular collection of data that the organisation 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 doctor home loan program Oak Laurel 0430129662 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 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.

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