cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uqvx73
title: Occurrence Download

description: A dataset containing 22851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eranthis hyemalis (L.) Salisb., Eratigena fuesslini (Pavesi, 1873))",
 "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 22851 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240188-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8refr
title: Occurrence Download

description: A dataset containing 1138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eratigena agrestis (Walckenaer, 1802))",
 "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 1138 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240185-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naczbj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sowerbaea subtilis D.A.Stewart"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138051-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7zwyy
title: Occurrence Download

description: A dataset containing 22851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eranthis hyemalis (L.) Salisb., Eratigena fuesslini (Pavesi, 1873))",
 "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 22851 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240186-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w8a7n
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Swertia intermixta A.Rich."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003084-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6ftu2
title: Occurrence Download

description: A dataset containing 2412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erebia arvernensis Oberthür, 1908)",
 "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 2412 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240191-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56agwh
title: Occurrence Download

description: A dataset containing 5310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cabralea canjerana (Vell.) Mart."
 ]
}

 The dataset includes 5310 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007398-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjceat
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pentagonica daimiella Bates, 1892",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 40 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310046-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jftc54
title: Occurrence Download

description: A dataset containing 2530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Spain, Luxembourg, Austria, Germany, France, Netherlands, United Kingdom of Great Britain and Northern Ireland)",
 "TaxonKey is Eupeodes latifasciatus (Macquart, 1829)"
 ]
}

 The dataset includes 2530 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009941-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pajzck
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agonum atricomes (Bates, 1873)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310064-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.su37qn
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum mexicanum DC."
 ]
}

 The dataset includes 37 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007430-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uh87hg
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa peruviana (Boulenger, 1883)"
 ]
}

 The dataset includes 458 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310077-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88v5s6
title: Occurrence Download

description: A dataset containing 23273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton nodosus Poir.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23273 records from 564 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003214-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3q3ke
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa phalarosoma Wake & Brame, 1962"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310081-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmt7wc
title: Occurrence Download

description: A dataset containing 4053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moquiniastrum polymorphum (Less.) G.Sancho"
 ]
}

 The dataset includes 4053 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138056-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5bj48
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dischissus mirandus Bates, 1873",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310027-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnhvww
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Vicia faba L."
 ]
}

 The dataset includes 123 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138008-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trpu8s
title: Occurrence Download

description: A dataset listing the 9303 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence Data of Vascular Plants collected or compiled for the Flora of Bavaria"
 ]
}

 The dataset's 9303 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007082-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26139508.v1
title: Cold adaptation

description: Since Darwin, researchers have explored how species adapt to different elevations. Tropical reptiles, typically diverse in warm lowlands, have also colonized high elevations on islands and the mainland. The frequency of such transitions has been unclear.
DOI: 10.23729/a83852e6-ff92-43ee-9928-0de4cc061a96
title: Raw data from Finnish rock art sites

description: This dataset contains research materials collected at prehistoric Finnish rock art sites between 2013 and 2023. The work was part of the Academy of Finland funded projects "Music and sound practices at prehistoric North European burial, rock art and settlement sites" (2013-2016) and "Acoustics and Auditory Culture at Hunter-Gatherer Rock Art Sites in Northern Europe, Siberia and North America" (2018-2023) at the University of Helsinki. 

The data comprise acoustic impulse responses and other audio recordings (wav), photographs and videos (jpg, m4v, insp), as well as geospatial data (shp). The names of the main folders indicate the rock art site and date of collection, while the names of the subfolders indicate the recording device (audio recorder, microphone, camera, GNSS receiver). 

More metadata in notebooks.
DOI: 10.26300/4s21-8402
title: Data for Analyzing Acoustic Diversity of Echolocating Bats in Uganda
DOI: 10.15468/dl.jugkvw
title: Occurrence Download

description: A dataset containing 15164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellaria longipes Goldie"
 ]
}

 The dataset includes 15164 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007089-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nva47
title: Occurrence Download

description: A dataset containing 9077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abuta dwyeriana Krukoff & Barneby, Abuta grandifolia (Mart.) Sandwith, Abuta panamensis (Standl.) Krukoff & Barneby, Abuta racemosa (Thunb.) Tr. & Pl., Abuta rufescens Aubl., Anomospermum chloranthum Diels, Anomospermum grandifolium Eichler, Anomospermum reticulatum (Mart.) Eichler, Anomospermum solimoesanum (Moldenke) Krukoff & Barneby, Caryomene grandifolia Barneby & Krukoff, Echinostephia aculeata (F.M.Bailey) Domin, Elephantomene eburnea Barneby & Krukoff, Orthomene hirsuta (Krukoff & Moldenke) Barneby & Krukoff, Orthomene schomburgkii (Miers) Barneby & Krukoff, Sarcopetalum harveyanum F.Muell., Telitoxicum peruvianum Moldenke)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 9077 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007090-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euazet
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección biológica Reptiles del MZUA"
 ]
}

 The dataset includes 242 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007093-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.4787632
title: Continental Europe surface lithology based on EGDI / OneGeology map at 1:1M scale

description: Continental Europe surface lithology based on <strong>EGDI / OneGeology map</strong> at 1:1M scale produced by GEOZS, Slovenia. European datasets harvested from national WFS for geologic units or national geological units datasets, based on OneGeology and <strong>INSPIRE Lithology</strong> and Geochronologic Era URI codelists. Layers include: dtm_surface.lithology_egdi.1m_c_250m_2018_eumap_epsg3035_v1.0.tif = original EGDI surface lithology map; dtm_surface.lithology_egdi.1m.limestone_p_250m_2018_eumap_epsg3035_v1.0.tif = probability map (0-100%) for limestone; For Western Balkans and Baltics missing values have been imputed using a random forest model with DTM variables and Sentinel-2 bands (SWIR2 for winter months) as covariates. The accuracy of this model was 38% hence the match with ground data is limited and the data should be used with caution. Acknowledgment: GEOZS, Continental Shelf Department at the Ministry for Transport and Infrastructure.
description: This work has received funding from the European Union's the Innovation and Networks Executive Agency (INEA) under Grant Agreement Connecting Europe Facility (CEF) Telecom project 2018-EU-IA-0095 (https://ec.europa.eu/inea/en/connecting-europe-facility/cef-telecom/2018-eu-ia-0095).
DOI: 10.5281/zenodo.12607973
title: Continental Europe surface lithology based on EGDI / OneGeology map at 1:1M scale

description: Continental Europe surface lithology based on EGDI / OneGeology map at 1:1M scale produced by GEOZS, Slovenia. European datasets harvested from national WFS for geologic units or national geological units datasets, based on OneGeology and INSPIRE Lithology and Geochronologic Era URI codelists. Layers include:



EGDI_GE_GeologicUnit_EN_1M_Surface_LithologyPolygon_v2_250m_epsg.3035.tif = original EGDI surface lithology map;

dtm_surface.lithology_egdi.1m_c_250m_s_20000101_20221231_eu_epsg.3035_v20240530.tif = gap filled surface lithology map;


Missing values in the original EGDI lithology map have been imputed by training a random forest classifier model based on parameters derived from DTM and soil regions map from Die Bundesanstalt für Geowissenschaften und Rohstoffe (BGR). By generating 1 million random points, geographically balanced over the whole pan-EU land area, each class in the map was covered properly. Classes whose number of samples is less than 10 were discarded from the model training. The hyperparameter tuning of the model was carried out via a Bayesian approach with a criteria to maximize accuracy of 5k-fold cross validation. The tuned random forest model achieved an accuracy of 47% (Kappa=0.43) for the testing data, 20% of the generated sample points. The lithology of Turkey, on the other hand, was digitised from the available geology map produced by the General Directorate of Mineral Research and Exploration (MTA). The available raster map was post-processed and classified as 20 lithology classes using the k-means algorithm. These classes were harmonized with the classes in the EGDI lithology map.

Acknowledgment: GEOZS, Continental Shelf Department at the Ministry for Transport and Infrastructure.
DOI: 10.5281/zenodo.4787631
title: Continental Europe surface lithology based on EGDI / OneGeology map at 1:1M scale

description: Continental Europe surface lithology based on EGDI / OneGeology map at 1:1M scale produced by GEOZS, Slovenia. European datasets harvested from national WFS for geologic units or national geological units datasets, based on OneGeology and INSPIRE Lithology and Geochronologic Era URI codelists. Layers include:



EGDI_GE_GeologicUnit_EN_1M_Surface_LithologyPolygon_v2_250m_epsg.3035.tif = original EGDI surface lithology map;

dtm_surface.lithology_egdi.1m_c_250m_s_20000101_20221231_eu_epsg.3035_v20240530.tif = gap filled surface lithology map;


Missing values in the original EGDI lithology map have been imputed by training a random forest classifier model based on parameters derived from DTM and soil regions map from Die Bundesanstalt für Geowissenschaften und Rohstoffe (BGR). By generating 1 million random points, geographically balanced over the whole pan-EU land area, each class in the map was covered properly. Classes whose number of samples is less than 10 were discarded from the model training. The hyperparameter tuning of the model was carried out via a Bayesian approach with a criteria to maximize accuracy of 5k-fold cross validation. The tuned random forest model achieved an accuracy of 47% (Kappa=0.43) for the testing data, 20% of the generated sample points. The lithology of Turkey, on the other hand, was digitised from the available geology map produced by the General Directorate of Mineral Research and Exploration (MTA). The available raster map was post-processed and classified as 20 lithology classes using the k-means algorithm. These classes were harmonized with the classes in the EGDI lithology map.

Acknowledgment: GEOZS, Continental Shelf Department at the Ministry for Transport and Infrastructure.
DOI: 10.15468/dl.jc9wbe
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chamaeleo chamaeleon chamaeleon"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007088-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.