ClimaView: An AI-Driven System for Real-Time Weather Monitoring and Forecasting

Abstract

Accurate weather forecasts are vital for many industries, including transportation, farming, city planning, and disaster management. Allow me to present ClimaView to you. By combining machine learning with a multitude of meteorological data streams, AI is able to monitor and predict weather conditions in real-time. Data preprocessing, feature extraction, and predictive modelling state-of-the-art are utilised by the proposed system to assess climatic, meteorological, historical, and wind trends. Fast model inference, real-time weather insights, and continuous data collecting are all made possible by scalable infrastructure. Results from experiments show that compared to statistical forecasting, ClimaView produces more accurate and up-to-date predictions. In order to adjust to changing weather patterns, adaptive learning refreshes models with new data. ClimaView uses AI, real-time data, and automation to make weather forecasts better. Industries that are vulnerable to weather conditions may now be able to make more informed decisions.