/prepare-locs

:hammer_and_wrench: A targets workflow for processing animal relocation data for the WEEL.

Primary LanguageRGNU General Public License v3.0GPL-3.0

prepare-locs

A targets workflow for processing animal relocation data for the WEEL.

library(targets)

Input

Note: this workflow only processes files if it finds them at the specified path in metadata. This means you can add a row describing your own input data to metadata() and use the workflow, without needing all other datasets present on your computer.

tar_read(meta)
path name x_long y_lat id date time extracols extracols_names deployment tz epsgin epsgout splitBy datetime
../metadata/data/NL/Fogo-Island/Caribou/Telemetry NL-Fogo-Caribou-Telemetry V10 V9 id V2 V3 filename , V13 , V12 , collar_id filename , FixType , DOP , collar_id input/2023-09-22_Fogo-collar-deployment.csv UTC 4326 32621 NA NA
../metadata/data/NL/Provincial/Caribou/Telemetry/AllCaribouDataRaw.csv NL-Provincial-Caribou-Telemetry X_COORD Y_COORD ANIMAL_ID FIX_DATE FIX_TIME COLLAR_TYPE_CL, HERD , Map_Quality , EPSG_CODE , EXCLUDE , DOP , NAV NULL NA UTC 4326 32621 HERD NA
../metadata/data/NL/Provincial/Lynx/Telemetry/Lynx.csv NL-Provincial-Lynx-Telemetry X_COORD Y_COORD ANIMAL_ID FIX_DATE FIX_TIME COLLAR_TYPE_CL, HERD , Map_Quality , EPSG_CODE , EXCLUDE , DOP , NAV NULL NA UTC 4326 32621 HERD NA
../metadata/data/NL/Provincial/Bear/Telemetry/Bears.csv NL-Provincial-Bear-Telemetry X_COORD Y_COORD ANIMAL_ID FIX_DATE FIX_TIME COLLAR_TYPE_CL, HERD , Map_Quality , EPSG_CODE , EXCLUDE , DOP , NAV NULL NA UTC 4326 32621 HERD NA
../metadata/data/NL/Provincial/Coyote/Telemetry/Coyote.csv NL-Provincial-Coyote-Telemetry X_COORD Y_COORD ANIMAL_ID FIX_DATE FIX_TIME COLLAR_TYPE_CL, HERD , Map_Quality , EPSG_CODE , EXCLUDE , DOP , NAV NULL NA UTC 4326 32621 HERD NA
input/vita_elk_lotek_feb_2016-july_2019.csv MB-Vita-Elk-Telemetry_Lotek long lat animal_ID NA NA status NULL input/vita-elk-lotek-deployment.csv UTC 4326 32614 NA time_utc
input/vita_elk_vectronic_feb_2019-march_2021.csv MB-Vita-Elk-Telemetry_Vectronic long lat animal_ID NA NA status NULL input/vita-elk-vectronic-deployment.csv UTC 4326 32614 NA time_utc
../metadata/data/MB/RMNP/Elk/Telemetry/MB_RMNP_Elk_Telemetry.csv MB-RMNP-Elk-Telemetry long lat ElkID NA NA NA NULL NA GMT 4326 32614 NA date_time
../metadata/data/MB/RMNP/Wolf/Telemetry/MB_RMNP_Wolf_Telemetry.csv MB-RMNP-Wolf-Telemetry longitude latitude wolfid gmtdate gmttime Fix2d3d NULL NA GMT 4326 32614 NA NA

Output

All outputs can be directly read with data.table::fread and the datetime column will be automatically converted to POSIXct in UTC timezone.

Files

tar_read(exports)
name output_path n_rows split_by column_names
NL-Fogo-Caribou-Telemetry output/2024-01-26_NL-Fogo-Caribou-Telemetry.csv 218957 NA name , id , datetime , x_long , y_lat , filename , collar_id, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_BUCHANS.csv 254052 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_GREY.csv 271015 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_GREYVIC.csv 11139 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_GROSMORN.csv 42208 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_LAPOILE.csv 247869 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_MIDRIDGE.csv 389385 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_MTPEYTON.csv 55030 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_OLDMANS.csv 11540 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_POTHILL.csv 242107 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_STEPHENV.csv 44774 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_TOPSAILS.csv 356454 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Caribou-Telemetry output/2024-01-25_NL-Provincial-Caribou-Telemetry_UNKNOWN.csv 15818 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Lynx-Telemetry output/2024-01-25_NL-Provincial-Lynx-Telemetry_LAPOILE.csv 2629 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Lynx-Telemetry output/2024-01-25_NL-Provincial-Lynx-Telemetry_MIDRIDGE.csv 446 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Lynx-Telemetry output/2024-01-25_NL-Provincial-Lynx-Telemetry_NOPENINS.csv 102 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Bear-Telemetry output/2024-01-25_NL-Provincial-Bear-Telemetry_LAPOILE.csv 53280 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Bear-Telemetry output/2024-01-25_NL-Provincial-Bear-Telemetry_MIDRIDGE.csv 81702 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Bear-Telemetry output/2024-01-25_NL-Provincial-Bear-Telemetry_NOPENINS.csv 36039 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Coyote-Telemetry output/2024-01-25_NL-Provincial-Coyote-Telemetry_LAPOILE.csv 4796 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Coyote-Telemetry output/2024-01-25_NL-Provincial-Coyote-Telemetry_MIDRIDGE.csv 8776 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
NL-Provincial-Coyote-Telemetry output/2024-01-25_NL-Provincial-Coyote-Telemetry_NOPENINS.csv 6274 herd name , id , datetime , x_long , y_lat , herd , epsg_code, idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
MB-Vita-Elk-Telemetry_Lotek output/2024-01-26_MB-Vita-Elk-Telemetry_Lotek.csv 9986 NA name , id , datetime , x_long , y_lat , idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
MB-Vita-Elk-Telemetry_Vectronic output/2024-01-26_MB-Vita-Elk-Telemetry_Vectronic.csv 211142 NA name , id , datetime , x_long , y_lat , idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
MB-RMNP-Elk-Telemetry output/2024-01-25_MB-RMNP-Elk-Telemetry.csv 99007 NA name , id , datetime , x_long , y_lat , idate , doy , yr , mnth , x_proj , y_proj , epsg_proj
MB-RMNP-Wolf-Telemetry output/2024-01-25_MB-RMNP-Wolf-Telemetry.csv 32522 NA name , id , datetime , x_long , y_lat , fix2d3d , idate , doy , yr , mnth , x_proj , y_proj , epsg_proj

Column names

Column name Description
id unique animal identifier
datetime date time in UTC
doy day of year, integer. see data.table::yday()
mnth month, integer. see data.table::month()
yr year, integer. see data.table::year()
x_long longitude, EPSG code provided in metadata(). see R/metadata.R
y_lat latitude, EPSG code provided in metadata(). see R/metadata.R
x_proj projected x coordinate, output EPSG code in metadata(). see R/metadata.R
y_proj projected y coordinate, output EPSG code in metadata(). see R/metadata.R
epsg_proj output EPSG of ‘x_proj’ and ‘y_proj’ as set in metadata().
[extracols] Extras specified in metadata(). Eg. HERD. On output, column names are transformed to snake_case (eg. from ‘HERD’ to ‘herd’ or ‘COLLAR ID’ to ‘collar_id’)

In target “checkflags”, the column named “flag” is a semi-colon separated list of flags indicating why locs are dropped and set to NaN. After target “filters”, locs with NaN are dropped.

Flag counts

tar_read(checkflags)[order(name, -N)]
name flag N
MB-RMNP-Elk-Telemetry NA 99007
MB-RMNP-Elk-Telemetry loc is duplicated; loc is extra 2
MB-RMNP-Elk-Telemetry loc is extra 2
MB-RMNP-Wolf-Telemetry loc is duplicated; loc is extra 65090
MB-RMNP-Wolf-Telemetry loc is duplicated; datetime is NA; loc is extra 57284
MB-RMNP-Wolf-Telemetry NA 32522
MB-RMNP-Wolf-Telemetry datetime is NA; loc is extra 28471
MB-RMNP-Wolf-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra 4657
MB-RMNP-Wolf-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; datetime is NA; loc is extra 2823
MB-RMNP-Wolf-Telemetry x_long is 0; y_lat is 0; x_long == y_lat 2306
MB-RMNP-Wolf-Telemetry x_long is NA; y_lat is NA; loc is duplicated; datetime is NA; loc is extra 968
MB-RMNP-Wolf-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra 96
MB-RMNP-Wolf-Telemetry x_long is NA; y_lat is NA 48
MB-RMNP-Wolf-Telemetry loc is extra 23
MB-RMNP-Wolf-Telemetry datetime is NA 15
MB-RMNP-Wolf-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; datetime is NA; loc is extra 12
MB-RMNP-Wolf-Telemetry x_long is NA; y_lat is NA; datetime is NA; loc is extra 3
MB-RMNP-Wolf-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is extra 3
MB-RMNP-Wolf-Telemetry x_long is NA; y_lat is NA; datetime is NA 1
MB-Vita-Elk-Telemetry_Lotek NA 9986
MB-Vita-Elk-Telemetry_Lotek loc is before first deployment 510
MB-Vita-Elk-Telemetry_Lotek x_long is NA; y_lat is NA; status is not 3D 121
MB-Vita-Elk-Telemetry_Lotek status is not 3D 22
MB-Vita-Elk-Telemetry_Lotek x_long is NA; y_lat is NA; status is not 3D; loc is before first deployment 4
MB-Vita-Elk-Telemetry_Lotek loc is after last deployment 1
MB-Vita-Elk-Telemetry_Lotek x_long is NA; y_lat is NA; status is not 3D; loc is after last deployment 1
MB-Vita-Elk-Telemetry_Vectronic NA 211142
MB-Vita-Elk-Telemetry_Vectronic loc is extra 2431
MB-Vita-Elk-Telemetry_Vectronic status is not 3D 728
MB-Vita-Elk-Telemetry_Vectronic loc is duplicated; loc is extra 450
MB-Vita-Elk-Telemetry_Vectronic x_long is NA; y_lat is NA; status is not 3D 185
MB-Vita-Elk-Telemetry_Vectronic loc is extra; loc is before first deployment 112
MB-Vita-Elk-Telemetry_Vectronic loc is before first deployment 104
MB-Vita-Elk-Telemetry_Vectronic loc is duplicated; loc is extra; loc is before first deployment 11
MB-Vita-Elk-Telemetry_Vectronic status is not 3D; loc is before first deployment 3
MB-Vita-Elk-Telemetry_Vectronic x_long is NA; y_lat is NA; status is not 3D; loc is before first deployment 2
NL-Fogo-Caribou-Telemetry NA 218957
NL-Fogo-Caribou-Telemetry loc is duplicated; loc is extra 132907
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; FixType is No 32409
NL-Fogo-Caribou-Telemetry loc has NA id, likely outside deployment 11743
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra; FixType is No 8334
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; DOP > 10; FixType is No 7992
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; FixType is No; loc has NA id, likely outside deployment 5187
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra; DOP > 10; FixType is No 3631
NL-Fogo-Caribou-Telemetry loc is extra; loc has NA id, likely outside deployment 2595
NL-Fogo-Caribou-Telemetry FixType is 2D 2484
NL-Fogo-Caribou-Telemetry loc is duplicated; loc is extra; FixType is 2D 2203
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; FixType is No; loc has NA id, likely outside deployment 1009
NL-Fogo-Caribou-Telemetry DOP > 10 888
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; FixType is No Fix; loc has NA id, likely outside deployment 751
NL-Fogo-Caribou-Telemetry loc is duplicated; loc is extra; DOP > 10 741
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; DOP > 10; FixType is No Fix; loc has NA id, likely outside deployment 720
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; FixType is No; loc is after last deployment 429
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; FixType is No Fix; loc has NA id, likely outside deployment 387
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; DOP > 10; FixType is No; loc has NA id, likely outside deployment 344
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; FixType is No; loc is before first deployment 336
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is 2D 279
NL-Fogo-Caribou-Telemetry loc is duplicated; loc is extra; DOP > 10; FixType is 2D 272
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; DOP > 10; loc is before first deployment 211
NL-Fogo-Caribou-Telemetry FixType is GPS-2D; loc has NA id, likely outside deployment 181
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra; FixType is No; loc is before first deployment 173
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra; FixType is No; loc has NA id, likely outside deployment 142
NL-Fogo-Caribou-Telemetry loc is after last deployment 103
NL-Fogo-Caribou-Telemetry FixType is 2D; loc has NA id, likely outside deployment 95
NL-Fogo-Caribou-Telemetry loc is before first deployment 88
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; DOP > 10; FixType is No; loc has NA id, likely outside deployment 85
NL-Fogo-Caribou-Telemetry FixType is GPS-2D 76
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; FixType is No Fix 76
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; loc is before first deployment 62
NL-Fogo-Caribou-Telemetry DOP > 10; loc has NA id, likely outside deployment 61
NL-Fogo-Caribou-Telemetry loc is duplicated; loc is extra; loc has NA id, likely outside deployment 61
NL-Fogo-Caribou-Telemetry DOP > 10; loc is before first deployment 60
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; DOP > 10; FixType is No; loc is before first deployment 44
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; FixType is NoNav; loc is before first deployment 41
NL-Fogo-Caribou-Telemetry DOP > 10; loc is after last deployment 40
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10; loc is before first deployment 39
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; FixType is No; loc is before first deployment 38
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; DOP > 10; FixType is No Fix 38
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; loc is before first deployment 35
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra; DOP > 10; FixType is No; loc has NA id, likely outside deployment 34
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10; FixType is NoNav; loc is before first deployment 34
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; DOP > 10; FixType is No; loc is after last deployment 33
NL-Fogo-Caribou-Telemetry loc is duplicated; loc is extra; loc is before first deployment 33
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; loc is after last deployment 29
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; FixType is No; loc is after last deployment 29
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; DOP > 10; FixType is No Fix; loc has NA id, likely outside deployment 24
NL-Fogo-Caribou-Telemetry loc is extra; FixType is 2D; loc has NA id, likely outside deployment 23
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is NoNav; loc is before first deployment 20
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10; loc is after last deployment 19
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; FixType is 2D; loc is before first deployment 18
NL-Fogo-Caribou-Telemetry loc is extra; loc is before first deployment 14
NL-Fogo-Caribou-Telemetry loc is duplicated; loc is extra; loc is after last deployment 12
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is after last deployment 11
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; FixType is NoNav; loc is after last deployment 11
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is GPS-2D; loc has NA id, likely outside deployment 11
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra; DOP > 10; FixType is No; loc is before first deployment 10
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra; DOP > 10; FixType is No; loc is after last deployment 10
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is 2D; loc has NA id, likely outside deployment 9
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10; FixType is NoNav; loc is after last deployment 9
NL-Fogo-Caribou-Telemetry loc is extra; FixType is GPS-2D; loc has NA id, likely outside deployment 9
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; FixType is No 8
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is NoNav; loc is after last deployment 8
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10; FixType is 2D; loc is before first deployment 8
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10; FixType is 2D; loc is after last deployment 7
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is 2D; loc is after last deployment 7
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is before first deployment 7
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; FixType is 2D; loc is after last deployment 7
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; DOP > 10; FixType is No; loc is after last deployment 7
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; DOP > 10; FixType is No; loc is before first deployment 6
NL-Fogo-Caribou-Telemetry loc is extra; loc is after last deployment 5
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is duplicated; loc is extra; FixType is No; loc is after last deployment 5
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; loc has NA id, likely outside deployment 4
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; FixType is NoNav; loc is before first deployment 4
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10; FixType is NoNav 4
NL-Fogo-Caribou-Telemetry loc is extra; FixType is 2D; loc is before first deployment 4
NL-Fogo-Caribou-Telemetry FixType is NoNav; loc is before first deployment 4
NL-Fogo-Caribou-Telemetry FixType is NoNav; loc is after last deployment 4
NL-Fogo-Caribou-Telemetry loc is extra; FixType is NoNav; loc is before first deployment 4
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; DOP > 10; FixType is NoNav; loc is after last deployment 4
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; DOP > 10; FixType is NoNav; loc is before first deployment 4
NL-Fogo-Caribou-Telemetry loc is extra 4
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is GPS-2D 4
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; DOP > 10; loc is after last deployment 3
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; FixType is 2D; loc is after last deployment 3
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; DOP > 10 3
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; loc is after last deployment 3
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; FixType is 2D; loc has NA id, likely outside deployment 2
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is extra; DOP > 10; loc is before first deployment 2
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; FixType is NoNav; loc is after last deployment 2
NL-Fogo-Caribou-Telemetry FixType is 2D; loc is before first deployment 2
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is 2D; loc is before first deployment 2
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; DOP > 10; FixType is 2D; loc is after last deployment 2
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; FixType is NoNav; loc is after last deployment 2
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is extra; DOP > 10; loc is after last deployment 2
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat 1
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; FixType is 2D; loc is before first deployment 1
NL-Fogo-Caribou-Telemetry loc is extra; FixType is NoNav; loc is after last deployment 1
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; FixType is 2D 1
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10 1
NL-Fogo-Caribou-Telemetry x_long is NA; y_lat is NA; loc is extra; DOP > 10; FixType is No 1
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is extra; loc is before first deployment 1
NL-Fogo-Caribou-Telemetry DOP > 10; FixType is NoNav 1
NL-Fogo-Caribou-Telemetry FixType is 2D; loc is after last deployment 1
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; DOP > 10; FixType is 2D; loc is before first deployment 1
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; DOP > 10; FixType is 2D 1
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; DOP > 10; FixType is NoNav 1
NL-Fogo-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; FixType is NoNav; loc is before first deployment 1
NL-Fogo-Caribou-Telemetry loc is extra; DOP > 10; FixType is GPS-2D; loc has NA id, likely outside deployment 1
NL-Provincial-Bear-Telemetry NA 171021
NL-Provincial-Bear-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; Map_Quality is N; DOP > 10; NAV is No 91389
NL-Provincial-Bear-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; Map_Quality is N; NAV is No 13789
NL-Provincial-Bear-Telemetry NAV is 2D 12984
NL-Provincial-Bear-Telemetry DOP > 10 3716
NL-Provincial-Bear-Telemetry DOP > 10; NAV is 2D 1393
NL-Provincial-Bear-Telemetry Map_Quality is N; NAV is 2D 3
NL-Provincial-Bear-Telemetry Map_Quality is N; DOP > 10; NAV is 2D 1
NL-Provincial-Caribou-Telemetry NA 1941391
NL-Provincial-Caribou-Telemetry Collar type is ARGOS 305892
NL-Provincial-Caribou-Telemetry Collar type is VHF 24053
NL-Provincial-Caribou-Telemetry NAV is 2D 22232
NL-Provincial-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; Map_Quality is N; NAV is No 10749
NL-Provincial-Caribou-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; Map_Quality is N; DOP > 10; NAV is No 9985
NL-Provincial-Caribou-Telemetry Map_Quality is N 8669
NL-Provincial-Caribou-Telemetry DOP > 10 7352
NL-Provincial-Caribou-Telemetry Map_Quality is N; Collar type is ARGOS 1114
NL-Provincial-Caribou-Telemetry DOP > 10; NAV is 2D 1112
NL-Provincial-Caribou-Telemetry Map_Quality is N; NAV is 2D 83
NL-Provincial-Caribou-Telemetry Map_Quality is N; DOP > 10; NAV is 2D 18
NL-Provincial-Caribou-Telemetry Map_Quality is N; DOP > 10 15
NL-Provincial-Caribou-Telemetry loc is extra 3
NL-Provincial-Coyote-Telemetry DOP > 10 72284
NL-Provincial-Coyote-Telemetry NA 19846
NL-Provincial-Coyote-Telemetry DOP > 10; NAV is 2D 5491
NL-Provincial-Coyote-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; Map_Quality is N; NAV is No 3308
NL-Provincial-Coyote-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; Map_Quality is N; DOP > 10; NAV is 2D 2298
NL-Provincial-Coyote-Telemetry NAV is 2D 1110
NL-Provincial-Coyote-Telemetry Map_Quality is N; DOP > 10 75
NL-Provincial-Coyote-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; Map_Quality is N; DOP > 10; NAV is No 34
NL-Provincial-Coyote-Telemetry Map_Quality is N 25
NL-Provincial-Coyote-Telemetry NAV is No 8
NL-Provincial-Coyote-Telemetry loc is duplicated; loc is extra 6
NL-Provincial-Coyote-Telemetry Map_Quality is N; DOP > 10; NAV is 2D 5
NL-Provincial-Coyote-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; loc is duplicated; loc is extra; Map_Quality is N; NAV is No 1
NL-Provincial-Lynx-Telemetry NA 3177
NL-Provincial-Lynx-Telemetry Collar type is ARGOS 741
NL-Provincial-Lynx-Telemetry NAV is 2D 299
NL-Provincial-Lynx-Telemetry x_long is 0; y_lat is 0; x_long == y_lat; Map_Quality is N; NAV is No 280
NL-Provincial-Lynx-Telemetry DOP > 10; NAV is 2D 3
NL-Provincial-Lynx-Telemetry Map_Quality is N 1
NL-Provincial-Lynx-Telemetry DOP > 10 1

TODO

  • 6030 not recognized by PROJ because it’s not a complete CRS..

Etc

Screening GPS fixes: