Described in this article here, is a novel deep convolutional generative neural network called the Deep-Satellite. It was developed to predict the changes in cropland satellite imagery data for Sri Lanka. The goal of the Deep-Satellite model was to forecast the one time-step ahead satellite radar data.
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