climate data

Model Perspective

Aug 8, 2023 · Artificial Intelligence

Predicting Tomorrow’s Weather with Random Forests: A European City Case Study

Using detailed meteorological records from 18 European cities between 2000 and 2010, this article demonstrates how random forest regression and comprehensive data preprocessing can forecast daily precipitation, evaluate model performance, and compare climatic patterns across cities, highlighting both strengths and limitations of the approach.