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Change aggregation from mean to max for nwm_agg - #120

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quinnylee merged 1 commit into
mainfrom
troute-restart-accuracy
Oct 15, 2026
Merged

quinnylee merged 1 commit into
mainfrom
troute-restart-accuracy

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@quinnylee

@quinnylee quinnylee commented Oct 13, 2026 •

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Closes #119

Changes

  • Changes restart calculation from mean to max
  • See issue for scientific reasoning

Testing

  1. Tested locally
  2. Some metrics

Mean-based calculation vs USGS observation (all gages | excluded outlier gages)

  • MAE: 14.56 | 7.18
  • RMSE: 224.23 | 58.03
  • r: 0.785 | 0.978

Max-based calculation vs USGS observation (all gages | excluded outlier gages)

  • MAE: 12.55 | 5.14
  • RMSE: 223.23 | 54.63
  • r: 0.787 | 0.981

Notes

  • Definitely not a drastic change, but is a slight improvement until a more robust mapping is developed

@quinnylee
quinnylee merged commit 6152621 into main Oct 15, 2026
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Improve accuracy of t-route restarts

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