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Evaulation metrics to add #8

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17 tasks done
DamienIrving opened this issue Sep 19, 2023 · 1 comment
Open
17 tasks done

Evaulation metrics to add #8

DamienIrving opened this issue Sep 19, 2023 · 1 comment
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@DamienIrving @AliciaTak
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enhancement New feature or request

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@DamienIrving
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DamienIrving commented Sep 19, 2023 •
edited by AliciaTak
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Basics

  • mean bias + RMSE/MAE
  • histogram/PDF + PSS
  • interannual variability
  • multi-year variability
  • five-year maximum
  • percentiles
  • change signal
  • wet day frequency
  • temporal autocorrelation
  • climatology bias
  • multiannual drought
  • P-T cross-correlation
  • Seasonal cycle
  • 1-in-10-year event

icclim indices (see here and here for options)

  • Temperature variability (e.g. WSDI, CSDI)
  • Rainfall distribution (e.g. R95pTOT, R99pTOT, R20mm, R10mm)
  • Frost days

(Each as a separate notebook in the results/ directory.)
@DamienIrving DamienIrving added the enhancement New feature or request label Sep 19, 2023
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DamienIrving commented Nov 20, 2023 •
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Groupings for presentation...

Climatology

  • Annual mean (mean_bias.ipynb) + histogram_pdf_pss.ipynb for annual mean spatial pattern
  • Monthly mean (seasonal_cycle.ipynb) + climatology.ipynb for spatial plots for each month

Variability

  • Wet day frequency (wet_day_freq.ipynb)
  • Drought intensity (drought.ipynb)
  • Interannual variability and multi-year variability
  • Temporal autocorrelation
  • Temperature variability
  • Rainfall distribution

Extremes

  • Percentiles (percentiles.ipynb)
  • 5-year maximum (5year_max_tasmax.ipynb)
  • 1-in-10 year event (extreme_event.ipynb)
  • Frost days

Trends

  • change_signal.ipynb

Link between variables

  • Cross correlation between temperature and precipitation (PT_cross_corr.ipynb)

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