2018 · 17 citations · 12 references
Earth ObservationEngineeringDigital Earth AustraliaData ScienceData MiningStatisticsNonlinear Time SeriesGeodesyMeteorologyData ModelingGeographyKnowledge DiscoveryMultidimensional AnalysisDimensionality ReductionEarth Observation DataClimatologyHigh-dimensional MethodHigher Dimensional ProblemRemote SensingSecond OrderSpatio-temporal ModelGeospatial DataBig Data
We describe some new techniques based on high-dimensional statistics of time series to create continental-scale products from Earth Observation data. These methods are developed on the Australian Open Data Cube called `Digital Earth Australia'. We provide an overview of these new `second order' statistical algorithms and show how they can be used in various ways.
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