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integration and Bayesian modeling of North American BBS and eBird data

Home Page: https://trashbirdecology.github.io/bbsebird/

License: Creative Commons Zero v1.0 Universal

R 100.00%
ornithology r bayesian-statistics integrated-model

bbsebird's Introduction

I am a scientist and so can you.

bbsebird's People

Contributors

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Watchers

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bbsebird's Issues

[wish list] spatial stuff

Currently, package is limited to political boundaries.

Wish list of following:

  • add bcrs/other ecological units
  • add boundary buffering system prior to generating the grid cells
  • fws / doi regions
  • relevant canadian management units
  • habitat / biogeographic layers
  • create study area (and subsequent spatial layers) as rasters and not polys

[wish list] other bird data

a wish list of easy accommodation for the following data sources:

  • easily incorporate BBL data
  • IMBCR data
  • CBC data
  • CMR data/ cam trap p/a data
  • GBIF outputs of presence-only data

TO-DO

To do

  • create a lookup table for linking AOU codes, bbsAssistant::species_list, and eBird filenames (spp.abbr)
  • create a test within id_ebird_files or munge_ebird_data to ensure that the sampling_relMM-YYYY matches the MM-YYYY on the observations
  • add function to create a single data table for ebird and bbs counts/covars
  • fix binding variables warnings (need to see which are worth adding to globalVariables())
  • fix make_bbs_spatial to allow data integration over the spatial grid for people without access to route shapefiles (and add note on obtaining/access for shapefiles...)
  • update README to include data munging + analysis + eBird and BBS route file requirements, download instructions, and filepaths.
  • test full EBD file sampling on an HPC (run out of RAM when trying to grab obs for 1 spp and all of US)

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