seasonmap

The field guide

Reference explainers on how forecasting tools and data work, written to support the instruments on the map.

Soundings
How to read a skew-T sounding

The temperature and dewpoint traces, CAPE, the cap, inversions, the dendritic growth zone, and the hodograph.

Verification
How forecast verification works

What MAE, RMSE, and bias measure, why verification uses analyses like RTMA as truth, and two common scoring pitfalls.

Models
A field guide to the weather models

GFS, Euro, HRRR, NBM, GEFS, and the AI models: what each one is, its resolution and update cycle, and where it performs best.

The desk
The subseasonal desk: reading all six drivers together

The MJO, Kelvin waves, Rossby wave trains, mountain torque, the SSW gauge, and cyclone phase space, with the lags that connect them.

Global drivers
What is the MJO?

The eastward-moving tropical convection cycle behind week-2 and week-3 forecast skill, and how to read the 8-phase diagram.

AI models
How AI weather models actually work

GraphCast, Pangu, and AIFS: trained on decades of reanalysis, run in minutes, and their known smoothing bias.

Seasonal
El Niño and La Niña, explained

How Pacific sea-surface temperature anomalies shift the winter jet, historical US impacts by phase, and the limits of the signal.

Winter
What is the polar vortex?

What the stratospheric polar vortex is, what a sudden stratospheric warming does to it, and why surface cold lags by weeks.

Radar
How to read weather radar

Reflectivity, velocity couplets, debris balls, correlation coefficient, and the common false echoes that mimic weather.