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Model validation/Sensitivity analysis performance metrics #18

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barneydobson opened this issue Jan 18, 2024 · 1 comment
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Model validation/Sensitivity analysis performance metrics #18

barneydobson opened this issue Jan 18, 2024 · 1 comment
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enhancements sa_paper Sensitivity analysis paper

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@barneydobson
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Currently need to revisit code to compare a synthetic network vs real one. Then need to determine what metrics to use for sensitivity analysis. A few options and comments:

  • Total flooded area - pbias
  • Outflow - NSE (though actually matching up with the outflow is not trivial given that we are synthesising these).
  • Flow along pipes - NSE (buffer a pipe from real network, match all pipes within the buffer, calculate NSE for each - from a sensitivity analysis perspective maybe use median NSE - this will be an abysmally poor metric I would assume so possibly NSE is not appropriate).
@barneydobson barneydobson added enhancements sa_paper Sensitivity analysis paper labels Jan 18, 2024
@barneydobson barneydobson self-assigned this Jan 19, 2024
@barneydobson
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Superceded by more detailed issues, summarised by #49

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