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1. 1. Retrieval of Cloud Top Pressure

   University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Tekniska fakulteten

   Author : Claudia Adok; [2016]
   Keywords : neural networks; multilayer perceptron; random forest regression; cloud top pressure; cloud top height;

   Abstract : In this thesis the predictive models the multilayer perceptron and random forest are evaluated to predict cloud top pressure. The dataset used in this thesis contains brightness temperatures, reflectances and other useful variables to determine the cloud top pressure from the Advanced Very High Resolution Radiometer (AVHRR) instrument on the two satellites NOAA-17 and NOAA-18 during the time period 2006-2009. READ MORE