From 27fa292e09f6cc246fc205f9c5ad5290fde2c7da Mon Sep 17 00:00:00 2001 From: grabowski Date: Mon, 10 Aug 2026 18:35:55 +0700 Subject: [PATCH] docs: September 2025 flood render - deployed config, 24 h warning, peak within 7 cm Hour-by-hour chart of the 25-28 Sep 2025 event as forecast by the exact deployed configuration (trained through 2024, event unseen): first alert 26 Sep 18:00, flooding began 27 Sep 18:00 (24 h lead), predicted peak 4.00 m vs actual 3.93 m. The near-miss 3.51 m crest on 26 Sep correctly never alerted. --- docs/FLOOD_FORECASTING.md | 13 +++++++++++++ docs/img/backtest-2025-p1.png | Bin 0 -> 130292 bytes 2 files changed, 13 insertions(+) create mode 100644 docs/img/backtest-2025-p1.png diff --git a/docs/FLOOD_FORECASTING.md b/docs/FLOOD_FORECASTING.md index 3b91f5f..e798865 100644 --- a/docs/FLOOD_FORECASTING.md +++ b/docs/FLOOD_FORECASTING.md @@ -284,6 +284,19 @@ almost no positives (P.84 0.570, P.82 0.302 on 0.22% of test hours). P.92 and P. have no evaluable warning metric at all: neither crossed 3.0 m often enough in the test span (P.92 not once, P.20 in 0.09% of hours) to score. +### The September 2025 flood, as the deployed configuration saw it + +![Observed vs predicted through the September 2025 flood — model trained only +through 2024](img/backtest-2025-p1.png) + +This is the strongest single piece of evidence, because it uses the exact +deployed configuration (train ≤ 2024-12-31) on an event it never saw: the +model's **first alert came 26 September 2025 at 18:00, exactly 24 hours before +the river crossed 3.70 m**, and it predicted a 4.00 m peak against an actual +3.93 m — within 7 cm. Note the discrimination: the near-miss crest of 3.51 m on +26 September never triggered an alert, the probability fires only for the real +event, and it stands down as the water recedes. + ### Headline validation: the October 2024 record flood The holdout above never sees a true extreme, because the 2024 flood is in the diff --git a/docs/img/backtest-2025-p1.png b/docs/img/backtest-2025-p1.png new file mode 100644 index 0000000000000000000000000000000000000000..e607a0aea9c6d0975e4f225b0f2c286bca736110 GIT binary patch literal 130292 zcmd42hc}#I*F7vEL=XuPBuYd}bR&9;h~9fIi57Jjy$nG@61{hl=mrzL_aLK2)KLb} zVw6z_!|>gncRlZV*Y7X*?zJp4=3cXI*LALQ_St)%&)S+w6n7roAs`^2P*HxZOF(cd zlz`x-*ll9qFPXEvAmEpTmx8gE9@yT?_YK63K;w;X;1OzIt<@Eis zw-;`u>l-{K*}L)~Y4P&)^;L^}UosQ={XO&dk|%WOpT6jZeI-9WGhg1hHlfAC zT)T)2BobMwaoN%Dfs_v5^Q26OC#us`aD(-M~^l$Tz4A%w?v9Yvcsu*zbs8|7o1Iqdz>b#vnUFPb82tkvUYEqIb4?t5zh4>hpJn*z7D z-;<69%g^9%XXWOfgR0(a`7p?O6KkF9CfI~^rok=stOzU3TVe}VZE4iGOdIb#5-o{} 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