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Multiple influences on regolith characteristics from continental-scale geophysical and mineralogical remote sensing data using Self-Organizing Maps

Cracknell, M.J.; Reading, Anya M; De Caritat, Patrice


We investigate the characteristics of regolith through the application of statistical learning to diverse layers of terrestrial, continental-scale remote sensing data. This combination allows us to explore the multiple influences of bedrock, climate, biota, landscape and time on regolith development and properties: an interdisciplinary geoscience modeling problem. From a wide variety of available data for Australia, we select remotely sensed geophysical, geomorphological and mineralogical...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Journal article
Source: Remote Sensing of Environment
DOI: 10.1016/j.rse.2015.04.029


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