A statistical hierarchical Bayesian model is often used which consolidates climate change/environmental information from observation-based data sets. For pollution and weather variables the model tests in sample but also tests out of sample, which shows its predictive power.
Here is an article which explains this:Article Modeling Air Pollution, Climate, and Health Data Using Bayes...