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

description: A dataset containing 125042 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((5.598907470703125 43.481822852999905,5.511016845703125 43.509717009288075,5.400552749633789 43.51127322324609,5.412139892578125 43.54257572246922,5.4547119140625 43.563476493226595,5.480804443359375 43.61122246320032,5.483551025390625 43.6499881760459,5.503549575805664 43.66644361490711,5.598907470703125 43.66985832954972,5.69091796875 43.70362249839005,5.763702392578124 43.661911057260674,5.79254150390625 43.625141236940564,5.804901123046875 43.601278509333646,5.799407958984375 43.5734266934657,5.76507568359375 43.52565074189047,5.71563720703125 43.52166770320007,5.598907470703125 43.481822852999905)))"
 ]
}

 The dataset includes 125042 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233602-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ausg0x
title: Occurrence Download

description: A dataset containing 5441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Posidonia oceanica (L.) Delile"
 ]
}

 The dataset includes 5441 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003965-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd7b7w
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria nevadensis Boiss. & Reut."
 ]
}

 The dataset includes 88 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013120-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rj3qfq
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Carcharodon carcharias (Linnaeus, 1758)"
 ]
}

 The dataset includes 423 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244920-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rv9q1
title: Occurrence Download

description: A dataset containing 1653 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Grewia occidentalis L."
 ]
}

 The dataset includes 1653 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003975-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehxftx
title: Occurrence Download

description: A dataset containing 6896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pentanema ensifolium (L.) D.Gut.Larr., Santos-Vicente, Anderb., E.Rico & M.M.Mart.Ort., Inula grandiflora Willd., Pentanema helenioides (DC.) D.Gut.Larr., Santos-Vicente, Anderb., E.Rico & M.M.Mart.Ort., Inula helenium L., Inula helvetica Grauer, 1766, Pentanema verbascifolium subsp. candida (Ledeb.), Inula magnifica Lipsky, Inula montana Lucé, Inula oculus-christi Lam., 1789, Inula candida subsp. decalvans (Halácsy) P.W.Ball ex Tutin)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 6896 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069775-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anhqcx
title: Occurrence Download

description: A dataset containing 897 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mungos mungo (Gmelin, 1788)"
 ]
}

 The dataset includes 897 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003971-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3kqj3
title: Occurrence Download

description: A dataset containing 154508 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observations.be - Non-native species occurrences in Wallonia, Belgium"
 ]
}

 The dataset includes 154508 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242047-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwjvio
title: Occurrence Download

description: A dataset containing 4316 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Herpestes ichneumon (Linnaeus, 1758)"
 ]
}

 The dataset includes 4316 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003983-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf2t6h
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Paisajes sonoros asociados al Estudio de Impacto ambiental para el proyecto Piloto de Investigación Integral - Kalé"
 ]
}

 The dataset includes 213 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069790-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.echwdx
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmopsis verrucipes Chatrou, G.E.Schatz & N.Zamora"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156066-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhq7rw
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cisticola dambo Lynes, 1931"
 ]
}

 The dataset includes 141 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052628-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xskqar
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum hagsateri Christenson"
 ]
}

 The dataset includes 39 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156065-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apg7ag
title: Occurrence Download

description: A dataset containing 1731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Progne subis (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 1731 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242053-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzc8b8
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dracula navarroorum Luer & Hirtz"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156064-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyeaqz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elleanthus formosus Garay"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156067-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zpj8v
title: Occurrence Download

description: A dataset containing 4996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus australis (L.) Lam.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4996 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072787-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygl8xn
title: Occurrence Download

description: A dataset containing 3645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-74.11 4.90,-74.11 5.04,-73.89 5.04,-73.89 4.90,-74.11 4.90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3645 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009528-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4qwrj
title: Occurrence Download

description: A dataset containing 54219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "MediaType is Audio",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 54219 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242056-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kzu4f
title: Occurrence Download

description: A dataset containing 7343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Inula racemosa Hook.fil., Pentanema sabuletorum (Czern. ex Lavrenko) G.V.Boiko & Korniy., Inula salicina Pall., Pentanema salicinum (L.) D.Gut.Larr., Santos-Vicente, Anderb., E.Rico & M.M.Mart.Ort., Inula spiraeifolia K.Koch ex Boiss., 1875, Inula thapsoides (M.Bieb.) Spreng., Ionopsidium abulense (Pau) Rothm., Ionopsidium albiflorum Durieu, Ionopsidium savianum (Caruel) Ball ex Caruel, Ipomoea hederacea Jacq.)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 7343 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069781-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5878/hp35-4809
title: Synthetic images of corals (Desmophyllum pertusum) with object detection models
title: Syntetiska bilder av koraller (Desmophyllum pertusum) med objektigenkänningmodeller

description: Two object detection models using Darknet/YOLOv4 were trained on images of the coral Desmophyllum pertusum from the Kosterhavet National Park. In one of the models, the training image data was amplified using StyleGAN2 generative modeling.
The dataset contains 2266 synthetic images with labels and 409 original images of corals used for training the ML model. Included is also the YOLOv4 models and the StyleGAN2 network.

The still images were extracted from raw video data collected using a remotely operated underwater vehicle. 
409 JPEG images from the raw video data are provided in 720x576 resolution. In certain images, coordinates visible in the OSD have been cropped.
The synthetic images are PNG files in 512x512 resolution.
The StyleGAN2 network is included as a serialized pickle file (*.pkl).
The object detection models are provided in the .weights format used by the Darknet/YOLOv4 package. Two files are included (trained on original images only, trained on original + synthetic images).

The machine learning software packages used is currently (2022) available on Github:
StyleGAN2: https://github.com/NVlabs/stylegan2
YOLOv4: https://github.com/AlexeyAB/darknet
description: Två objektigenkänningsmodeller som använder sig av Darknet/YOLOv4 har tränats på bilder av korallen Desmophyllum pertusum från Kosterhavets nationalpark. I en av modellerna har träningsbilddata förstärkts ytterligare med generativ modellering enligt StyleGAN2.
Datasetet innehåller 2266 syntetiska bilder med positionsmärken och 409 originalbilder av koraller som använts för att träna maskininlärningsmodellen. Det innehåller också YOLOv4-modellerna samt StyleGAN2-nätverket.

Bildmaterialet är ett stillbildsurval från råvideo som samlats in med en fjärrstyrd undervattensfarkost.
De 409 JPEG-bilderna från råvideon är i upplösningen 720x576. Vissa har beskurits från koordinater som varit synliga på OSD-display.
De syntetiska bilderna är i upplösningen 512x512 och i PNG-format.
StyleGAN2-nätverket finns tillgänglig som serialiserad pickle-fil (*.pkl).
Objektigenkänningsmodellerna finns med i .weights-formatet som används i Darknet/YOLOv4-paketet. Den ena modellfilen är bara tränad på originalbilder, och den andra på originalbilder tillsammans med syntetiska bilder.

Den maskininlärningsmjukvara som använts finns i dagsläget (2022) tillgänglig på Github.
StyleGAN2: https://github.com/NVlabs/stylegan2
YOLOv4: https://github.com/AlexeyAB/darknet
DOI: 10.5878/cws5-7n53
title: The invertebrates of Edgeöya, Svalbard
title: Evertebrater från Edgeöya, Svalbard

description: Inventory of invertebrates from two sampling visits to Edgeöya, Svalbard, in 2009 and 2010.

Species list from two field trips to Edgeöya, Svalbard.
The list comprises all species identified from soil samples collected from six locations around the coastline of Edgeöya. 
The data is fully described in Ávila-Jiménez et al. (2019) The invertebrate fauna of Edgeøya, Svalbard: Arctic landscape community composition reflects pan-Arctic biogeography patterns Polar Biology https://doi.org/10.1007/s00300-019-02471-x
description: Inventering av evertebrater (ryggradslösa djur) från Edgeöya, Svalbard, 2009-2010.

Artlista från två fältbesök till Edgeöya.
Listan omfattar alla arter som identifierats från markprover insamlade från sex platser runt Edgeöyas kust.
Utförligare beskrivning finns i Ávila-Jiménez et al. (2019).
DOI: 10.5879/ecds/2017-03-23.1/1
title: Species distribution modelling data for Phellinus ferrugineofuscus
title: Species distribution modelling data for Phellinus ferrugineofuscus

description: These data consist of citizen science observations of Phellinus ferrugineofuscus in Sweden and the associated environmental variables at each data point. The data include a presence-absence dataset, a presence-only dataset, background data, and repeat visit data used in occupancy modelling. The data were applied in species distribution modelling using a variety of methods and full details of data compilation, sources and application can be found in Mair et al. (2017) Ecology and Evolution 7:368-378.

The data set consists of seven tab-delimited text files, in txt-format. The read_me file contains more information about the contents of the different files.
description: Data från observatiner av ullticka (Phellinus ferrugineofuscus) i Sverige.

För mer information se den engelska katalogsidan: https://snd.gu.se/en/catalogue/study/ecds0225

The data set consists of seven tab-delimited text files, in txt-format. The read_me file contains more information about the contents of the different files.
DOI: 10.5878/6dn9-yt13
title: Methodological Considerations for Identifying Questionable Publishing in a National Context – the Case of Swedish Higher Education Institutions - data
title: Metodologiska överväganden för att identifiera tvivelaktig publicering i nationellt sammanhang - fallet med svenska högskolor - data

description: The overall scope of this study is an attempt at a methodological framework for matching publication lists at the national level against a combined set of blacklists for questionable publishing. Using the total verified set of publications from Swedish Higher Education Institutions (HEI) as a case, we examined the number, distribution, and proportion of publishing in questionable journals at the national level. Supplemental data, as well as the raw matched data so that tables and figures in the article can be reproduced. Additionally, a list of all matched outlets, along with the total number of matched articles are presented here. Publication data is matched at journal level against HEIs. No article ids are provided in the data set.

Supplemental data, as well as the raw matched data so that tables and figures in this article can be reproduced.
description: Studiens övergripande syfte är att skapa en metodologiskt ramverk för att matcha publikationslistor på nationell nivå mot en kombinerad uppsättning svartlistor för misstänkt tvivelaktig publicering. Med hjälp av den totala verifierade uppsättningen av publikationer från svenska högskolor som fall undersökte vi antalet, fördelningen och andelen publicering i misstänkt tvivelaktiga tidskrifter på nationell nivå. Kompletterande data, liksom råmatchade data så att tabeller och figurer i artikeln kan reproduceras tillgängliggörs här. Vidare presenteras en lista över alla matchade publikationskanaler, tillsammans med det totala antalet matchade artiklar. Publikationsdata matchas på tidskriftsnivå mot författarnas lärosätestillhörighet. Inga artikel-id finns i datauppsättningen.

Underliggande data för att producera tabeller och figurer i studien.
DOI: 10.5878/sgb5-vf17
title: European Parliament Election Study 2014
title: Europaparlamentsvalundersökning 2014

description: The European Parliament Election Study 2014 was conducted in collaboration between the Department of Political Science in Gothenburg and Statistics Sweden (SCB). This collaboration has covered all of the parliamentary elections, referendums and elections to the European Parliament since 1956.

In 2014 the Swedish National Election Studies (SNES) team changed the primary mode of the study from face to face to a 24
page mail-back paper survey. One of the main reasons for the mode change was the ever increasing
costs of preforming face to face interviews. Another reason was to combat the trend of declining
response rate and to ensure large enough (n) in the study. As a result the sample size was doubled to
5400 individuals.
description: Europaparlamentsvalundersökningen 2014 genomfördes i samarbete mellan Statsvetenskapliga institutionen, Göteborgs universitet och Statistiska centralbyrån (SCB). Samarbetet har pågått vid samtliga ordinarie riksdagsval, folkomröstningar och Europaparlamentsval sedan 1956.

I 2014 års undersökning ändrades den primära insamlingsmetoden från personlig intervju till pappersenkät. En av huvudanledningarna till att man ändrade metod var en ökad kostnad att genomföra intervjuerna. En annan anledning var den sjunkande svarsfrekvensen och att man ville säkra ett så stort underlag som möjligt. Som ett resultat av detta dubblerades urvalet till 5400 individer.