Design of Weather Forecast System Using Python

Weather forecasting is critical for hydropower plant operation and flood management, for example. Computationally intensive mechanistic models are well-known. As a result, developing results that can anticipate weather forecasts more quickly than standard forecasting models are of interest. The scientific community is very interested in the topic of machine learning. It's worth looking at an ANN that can be a strong contender for predicting weather forecasting when combined with large file sets, given its wide range of applications. It is advantageous to have access to meteorological data from a variety of internet sources. A Python API for reading meteorological data was created to make data retrieval easier, and TensorFlow was used to create ANN models.