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pf_geolocation

Particle filter geolocation in Python for Data Storage Tags

Dependencies

This code requires the following packages:

  • Basemap (pyproj)
  • filterpy
  • netcdf4
  • pytides

For the GPU version the following are required in addition:

Preprocessing

Either of the following may be used to preprocess raw data from DSTs manufactured by Star-Oddi or Lotek:

Publications

Liu, C., Cowles, G.W., Zemeckis, D.R., Fay, G., Le Bris, A., Cadrin, S.X. (2019), A hardware-accelerated particle filter for the geolocation of demersal fish. Fisheries Research, 213C(2019):160-171. doi:10.1016/j.fishres.2019.01.019.

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Particle filter geolocation in Python

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