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Rafnuss avatar Rafnuss commented on June 14, 2024

One way of solving this is to create fake acceleration data and bypass pam_classify() with,

pam_data$acceleration = pam_data$pressure
pam_data$acceleration$obs = 0
pam_data$acceleration$ismig = FALSE
  • This would create an acceleration data at the same resolution than the pressure which seems a good choice by default, but you could also have it on anther resolution.
  • You will have to label manually all migration activity data.
  • Another option would be to create a new function to classify activity from the change of pressure (e.g., changepoint analysis). (https://kiranlda.github.io/PAMLrManual/method.html)

from geopressurer.

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