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Neural Foundry's avatar

Solid breakdown on the ridge-west trough-east setup. The discussion of failure modes is especially useful since most outlets just hype the cold withot explaining why storms still might miss. The Jan 17-23 window you flagged for phasing opportunities makes sense given how the trough axis looks to establish. I tracked a simlar pattern in 2018 where the trough locked in but southern stream energy stayed fragmented, and we just got clippers with no real moisture. Coastal folks always get the short end till everything aligns perfectly.

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