A targets workflow for processing animal relocation data for the WEEL.
library(targets)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 |
All outputs can be directly read with data.table::fread and the
datetime column will be automatically converted to POSIXct in UTC
timezone.
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 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.
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 |
- 6030 not recognized by PROJ because it’s not a complete CRS..
Screening GPS fixes:
- https://ropensci.github.io/CoordinateCleaner/articles/Comparison_other_software.html
- missing coordinates
- lat == 0
- long == 0
- lat == long
- …
- Effects of habitat on GPS collar performance: using data screening to
reduce location error. Lewis et al. 2007
- drop 2D fixes
- threshold PDOP
- Screening GPS telemetry data for locations having unacceptable error. Laver et al.