Editor's note
About this almanac
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Editor's note
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editor's note
How the score is built, what feeds it, and why it exists.
what this is
A go/no-go scorer for birding at Whiskey Island, the Cleveland lakefront peninsula whose eastern tip is Wendy Park. Updated nightly. Built May 2026 to answer one question: was Saturday 5/16 worth the 30-minute drive? Grew into a seven-factor rubric with a backtest.
First run for tomorrow: raw 9.77, final 10.0. That is the answer. The rest is showing the work.
how the score works
Seven factors, each rated 0–10, then combined as a weighted sum. The weights below add to 1.00.
Peak warbler window on Whiskey Island is roughly 5/12–5/18. Heaviest factor on purpose. The birds have to be in town.
Overnight south winds push migrants north up the Mississippi flyway. They pile against the Lake Erie shore at sunrise.
BirdCast Cuyahoga County nightly traffic forecast. Birds aloft last night and tonight.
Short dawn rain grounds migrants in the trees. That is a fallout. All-day rain is just wet.
Recent checklists from L284586 (the Wendy Park eBird hotspot). Reality check on the model.
Rising pressure after a front clears means clean post-frontal air and lots of birds.
Dawn arrival vs. sunrise. How much of the first hour you actually catch.
On top of the weighted sum, four amplifiers push the score higher when conditions stack:
Plus a peak-phenology floor. Inside the peak window the final score will not collapse below a minimum even if wind or rain misbehave. The birds are here.
backtest
Pearson r = +0.418 across 84 spring days (2024–2025). Top score bin averages 95.5 species vs. roughly 40 in the bottom bin. Correlated with reality, not just self-consistent.
The score is a model estimate, not a verdict. Naturalist-validated misses are tracked here so the rank line on /today reads honestly.
Photo-mode list score read 9.0+, naturalist on-site call said the field was dead. Model missed the bypass setup; the pass-through penalty signal needs more weight.
Model ranked Wednesday outside the top morning of the week; on-site reports flagged it as the actual best day. Best-day claims are estimates — verify with field reports.
Backtest correlation is +0.418, not +1.0. Day-to-day rank inside a peak week is the model's weakest signal.
Full calibration notes live in the repo at docs/calibration_may_2026.md.
Everything is public or freely accessible. No tracking, no paywalls, no scraping where an API exists.
Wind, precipitation, pressure, temperature for the Whiskey Island grid.
Cuyahoga County migration alert level and last-night traffic count.
Recent observations at hotspot L284586 and species-level frequency.
Sunrise time and lunar phase / illumination.
Species thumbnails — blank gray box if Wikimedia has nothing.
Acoustic detection counts from local PUC stations.
Level-II radar from AWS open data, used for the dawn-donut signature.
Collision-risk and lights-out advisory context.