Large-Scale Machine Learning in the Earth Sciences by Ashok N. Srivastava (Engli
He served on the science teams of several missions including Landsat-8, NPP, EOS/MODIS, ALOS-2 and GCOM-C. by Ashok N. Srivastava, Ramakrishna Nemani, Karsten Steinhaeuser. The problem of using large-scale machine learning to study the formation of tornadoes is also explored in depth.The last part of the book covers the use of deep learning algorithms to classify images that have very high resolution, as well as the unmixing of spectral signals in remote sensing images of land cover.
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