PredictiveEcology / LandWeb

Shared repository for Landweb modules
https://predictiveecology.github.io/LandWeb/
GNU General Public License v3.0
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use POM to estimate some parameters #111

Closed achubaty closed 4 years ago

achubaty commented 5 years ago

with #67

Use an objective function that minimizes difference between proportions of each species at t = 0 and t = 250:

min[Σ(p_i,t=250 - p_i,t=0)^2], where i = species

adjust following parameters:

Since we are adjusting 6 params total, and we need 10 'populations' per parameter, we need to run 60 'populations'. At ~4 GB per run on tolko_SK, that's ~240GB RAM.

SteveCumming commented 5 years ago

will be very interested to learn how this works out, and whether the new parameters give better results.

sc

On Mon, Jan 14, 2019 at 2:18 PM Alex Chubaty notifications@github.com wrote:

with #67 https://github.com/eliotmcintire/LandWeb/issues/67

Use an objective function that minimizes difference between proportions of each species at t = 0 and t = 250:

min[Σ(p_i,t=250 - p_i,t=0)^2], where i = species

adjust following parameters:

  • establishProbAdjFacResprout: (0,1)
  • establishProbAdjFacNonResprout: (1,2)
  • growthcurve decid: [0,1]
  • growthcurve non-decid: [0,1]
  • mortalityshape decid: [12,27]
  • mortalityshape non-decid: [12,27]

Since we are adjusting 6 params total, and we need 10 'populations' per parameter, we need to run 60 'populations'. At ~4 GB per run on tolko_SK, that's ~240GB RAM.

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achubaty commented 4 years ago

closing. although POM potentially useful, these params are being better estimated from data by @ianmseddy which will be pulled into LandWeb eventually.