Atmospheric Attenuation Prediction

The complete synthetic dataset of 1,500 samples with all input features (temperature, humidity, visibility, dust concentration, rainfall rate, snowfall rate, wind speed, atmospheric pressure, month, season and weather condition) and target variable (attenuation in dB/km) is provided as a supplementary file (Dataset.xlsx) along with this manuscript. The data set is formatted so that each sample has one row, including all calculated variables (operating range and SNR).