Download Model and Obs
1 hourRetrieve GFS/ECMWF point forecasts and verified obs.
Field context
This workflow is part of 1 niche field
Learn forecast model verification from scratch with a clear step-by-step workflow, recommended tools, safety guidelines, and expert tips.
Retrieve GFS/ECMWF point forecasts and verified obs.
Calculate MAE, RMSE, bias for T, Td, wind.
Split by fronts, stable nights, convection.
Summarize skill, biases, post-processing recommendations.
Report MAE, RMSE, bias, correlation with sample size.
Keep all cutting tools properly sharpened — dull tools require more force and produce inferior results.
Use calipers or precision tools rather than estimating by eye for critical dimensions.
Begin with simple practice projects to build confidence and skills before tackling complex work.