Article
Smart AI Based Weather Forecasting and Climate Analysis Platform
The Smart AI-Based Weather Forecasting and Climate Analysis Platform is an intelligent system that utilizes Artificial Intelligence (AI) and Machine Learning (ML) techniques to provide accurate weather forecasts and climate analysis. The platform analyzes historical weather data, including temperature, humidity, wind speed, atmospheric pressure, and precipitation, to predict future weather conditions using advanced machine learning algorithms. Unlike traditional forecasting methods, which often have limited accuracy and require extensive manual analysis, the proposed system offers automated prediction, real-time data visualization, and comprehensive climate trend analysis through a user-friendly web interface. Multiple machine learning models are trained and evaluated using performance metrics such as Accuracy, Mean Absolute Error (MAE), Root Mean Square Error (RMSE), and R² Score to identify the most effective forecasting model. The system enables users to make informed decisions in sectors such as agriculture, disaster management, transportation, tourism, and daily planning by providing reliable weather predictions and climate insights.
Full Text Attachment
