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Manual of Digital Earth
In this chapter, we provide an overview of different artificial intelligence (AI) and machine learning (ML) techniques and discuss how these techniques have been employed in managing geospatial data sets as they pertain to Digital Earth. We introduce statistical ML methods that are frequently used in spatial problems and their applications. We discuss generative models, one of the hottest topics in ML, to illustrate the possibility of generating new data sets that can be used to train datadoi:10.1007/978-981-32-9915-3_10 fatcat:bhm5j3k74naatinb5dpkxag5ky