cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17109499
title: Dataset for A Statistical Survey of F2 Layer Peak Properties in the Polar Cap Ionosphere Observed by RISR-N

description: This archive contains the dataset for the publication "A Statistical Survey of F2 Layer Peak Properties in the Polar Cap Ionosphere Observed by RISR-N." This archive will provide a general guide to run the code and reproduce 1. The Figures from this associated publication, 2. The processed RISR-N files with our fitting algorithm applied, and 3. The subgroups of lifted, dense, and both events from our processed RISR-N files. 

Table of Contents:

1. Fitted_ISR_Data.zip    - All console output from processing scripts     - Each RISR-N experiments fitted counterpart

2. Ionosphere_Models.zip    - Proxy-AE (Directory) : Interpolated AE measurements from ELFIN database beyond 2020    - All console output from processing scripts    - All geophysical indicies from NASA OMNI database interpolated to line up with RISR-N time steps in models-*.h5    - All empirical model estimates from IRI and E-CHAIM aligned with RISR-N time steps in models-*.h5 file. 

3. Proxy_AE.zip    - Proxy AE measurements in .csv form from Elfin database.    4. FittingScript.py :     - Python script that fits each time step of each RISR-N experiment.    5. FittingShellScript.sh :     - Shell Script that batches all RISR-N experiments by year to speed up computation.    6. ModelScript.py :     - Python script that gathers NASA OMNI geophysical conditions and empirical model outputs.    7. ModelShellScript.sh :     - Shell script that batches the ModelScript.py script.    8. AE_Interpolating.ipynb      - The notebook that interpolates and creates the Proxy\_AE directory in the Ionosphere\_Model.

9. DataCoverageFigures.ipynb    - Creates the DataCoverage figure.

10. Lifting_Detection_Code.ipynb    - The notebook that steps through all of the processed RISR-N experiments and applies detection code.    - This creates the Both/Dense/Lifted\_Events.h5 files.

11. Making_Figures_20250716.ipynb    - Makes all of the figures for the paper from the Lifted/Dense/Both\_Events.h5 files.

12. io_utils3.py    - Same as the io\_utils3.py as the directory above.

13. work_utls.py    - A post-processing script that opens the HDF5 to unwrap the processed files and model files into a dictionary to produce the figures.14. utilities.py :     - Python script that includes the timeslice class structure.

15. Lifted_events.h5 :     - HDF5 file of all identified lifted events.      16. Dense_Events.h5 :     - HDF5 file of all identified dense events.      17. Both_Events.h5 :     - HDF5 file of all identified both events.
DOI: 10.15468/dl.9d3fx8
title: Occurrence Download

description: A dataset containing 6017 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia amoena"
 ]
}

 The dataset includes 6017 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056893-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evbaxs
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Americardia media",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 236 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056894-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2ts94
title: Occurrence Download

description: A dataset containing 7707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camassia scilloides"
 ]
}

 The dataset includes 7707 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056895-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7914/sn/8p_2019
title: NASA MT-TA

description: Long-period EarthScope-style magnetotelluric survey of southwestern United States, carried out through a cooperative agreement between the Incorporated Research Institutions for Seismology (IRIS) and Oregon State University (OSU). These efforts were funded by NASA through grant #80NSSC19K0232.

Land permitting, data acquisition, quality control, and field processing were carried out by Green Geophysics with project management and instrument/engineering support from IRIS/OSU and Chaytus Engineering, respectively.
DOI: 10.15468/dl.dy837j
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bucardium ringens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056898-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyzeav
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cheiracanthium mildei",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 173 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056899-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.247pkw
title: Occurrence Download

description: A dataset containing 1361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cheiracanthium mildei",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1361 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056900-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cezsp6
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cheiracanthium mildei",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 354 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056901-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt2ctz
title: Occurrence Download

description: A dataset containing 13501 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia cassubica"
 ]
}

 The dataset includes 13501 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056897-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbcfu9
title: Occurrence Download

description: A dataset containing 397313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamium album"
 ]
}

 The dataset includes 397313 records from 1861 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056834-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ar54h
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis parvinux Ohwi"
 ]
}

 The dataset includes 88 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0375303-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k59gbm
title: Occurrence Download

description: A dataset containing 18904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.91579 5.32023,66.09441 5.32023,66.09441 42.68024,6.91579 42.68024,6.91579 5.32023))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gyps fulvus (Hablizl, 1783)",
 "Year 1950-2023"
 ]
}

 The dataset includes 18904 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015400-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wte4h
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Burkholderia gladioli B"
 ]
}

 The dataset includes 296 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203746-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn2r42
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydoras pastazensis Weitzman, 1963"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0340280-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqsb4d
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vicia villosa Roth"
 ]
}

 The dataset includes 152 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000007-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edc6e9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophodermium pini-excelsae S.Ahmad",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Argentina",
 "Country is Argentina"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321646-210914110416597/datasets/export for details.
DOI: 10.15468/dl.a3c54r
title: Occurrence Download

description: A dataset containing 1561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Euodynerus quadrifasciatus (Fabricius, 1793), Ancistrocerus antilope (Panzer, 1789))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1561 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170486-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmm4ph
title: Occurrence Download

description: A dataset containing 1097997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Country is Italy",
 "TaxonKey is Tracheophyta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 5000"
 ]
}

 The dataset includes 1097997 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017862-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxf6sd
title: Occurrence Download

description: A dataset containing 51842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago falcata L., Medicago polymorpha L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 51842 records from 374 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321649-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3bywy
title: Occurrence Download

description: A dataset containing 1484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptosphaeria modesta Rabenh., Ramularia rubella (Bonord.) Nannf.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1484 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163751-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w7at3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum rostratum Dunal"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000006-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzch3n
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cinara curvipes (Patch, 1912)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 49 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321661-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzckph
title: Occurrence Download

description: A dataset containing 317369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "StateProvince is Magdalena",
 "Year 2017-2021"
 ]
}

 The dataset includes 317369 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170520-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6rnxc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciara congregata Johannsen, 1914"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015404-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxunhp
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ips latidens Wood & Bright, 1992",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 47 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321658-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p1bk48
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bumba Pérez-Miles, Bonaldo & Miglio, 2014"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014935-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf26ae
title: Occurrence Download

description: A dataset containing 89395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum lycopersicum L."
 ]
}

 The dataset includes 89395 records from 544 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017868-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re2s5s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philedonides lunana (Thunberg & Borgstrm, 1784)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321667-210914110416597/datasets/export for details.
DOI: 10.15468/dl.2zt6tg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratocystis pallida H.D.Griffin",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321689-210914110416597/datasets/export for details.
DOI: 10.15468/dl.asbvmv
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phaeosphaeria marciensis (Peck) L.Holm & K.Holm)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163775-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.