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In this research, an implementation of artificial deep neural networks (ANN) over outputs of 24‐h multi‐domain high‐resolution nested real case Weather Research and Forecasting (WRF) model runs was carried out over two high‐resolution simulation domains, which are tested and compared for rainfall generation in order to assess the signal fading event observed on geostationary telecommunication spacecraft...