cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s8jruv
title: Occurrence Download

description: A dataset containing 16959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "Geometry POLYGON((7.22857 33.34205,190.32711 33.34205,190.32711 79.59687,7.22857 79.59687,7.22857 33.34205))",
 "TaxonKey is Betula pendula Roth"
 ]
}

 The dataset includes 16959 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158220-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ihikev
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2015-2019",
 "TaxonKey is Lophophora williamsii (Lem. ex Salm-Dyck) J.M.Coult."
 ]
}

 The dataset includes 115 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043167-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9cwan
title: Occurrence Download

description: A dataset containing 1420 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Lamprey Survey of Scotland (2003-2005)"
 ]
}

 The dataset includes 1420 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005819-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukbytq
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BLZ",
 "TaxonKey is Mimosa bahamensis Benth."
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345883-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8031784
title: TWIGMA: A dataset of AI-Generated Images with Metadata From Twitter

description: Update May 2024: Fixed a data type issue with "id" column that prevented twitter ids from rendering correctly.

Recent progress in generative artificial intelligence (gen-AI) has enabled the generation of photo-realistic and artistically-inspiring photos at a single click, catering to millions of users online. To explore how people use gen-AI models such as DALLE and StableDiffusion, it is critical to understand the themes, contents, and variations present in the AI-generated photos. In this work, we introduce TWIGMA (TWItter Generative-ai images with MetadatA), a comprehensive dataset encompassing 800,000 gen-AI images collected from Jan 2021 to March 2023 on Twitter, with associated metadata (e.g., tweet text, creation date, number of likes).

Through a comparative analysis of TWIGMA with natural images and human artwork, we find that gen-AI images possess distinctive characteristics and exhibit, on average, lower variability when compared to their non-gen-AI counterparts. Additionally, we find that the similarity between a gen-AI image and human images (i) is correlated with the number of likes; and (ii) can be used to identify human images that served as inspiration for the gen-AI creations. Finally, we observe a longitudinal shift in the themes of AI-generated images on Twitter, with users increasingly sharing artistically sophisticated content such as intricate human portraits, whereas their interest in simple subjects such as natural scenes and animals has decreased. Our analyses and findings underscore the significance of TWIGMA as a unique data resource for studying AI-generated images.

Note that in accordance with the privacy and control policy of Twitter, NO raw content from Twitter is included in this dataset and users could and need to retrieve the original Twitter content used for analysis using the Twitter id. In addition, users who want to access Twitter data should consult and follow rules and regulations closely at the official Twitter developer policy at https://developer.twitter.com/en/developer-terms/policy.
DOI: 10.5281/zenodo.11374087
title: TWIGMA: A dataset of AI-Generated Images with Metadata From Twitter

description: Update May 2024: Fixed a data type issue with "id" column that prevented twitter ids from rendering correctly.

Recent progress in generative artificial intelligence (gen-AI) has enabled the generation of photo-realistic and artistically-inspiring photos at a single click, catering to millions of users online. To explore how people use gen-AI models such as DALLE and StableDiffusion, it is critical to understand the themes, contents, and variations present in the AI-generated photos. In this work, we introduce TWIGMA (TWItter Generative-ai images with MetadatA), a comprehensive dataset encompassing 800,000 gen-AI images collected from Jan 2021 to March 2023 on Twitter, with associated metadata (e.g., tweet text, creation date, number of likes).

Through a comparative analysis of TWIGMA with natural images and human artwork, we find that gen-AI images possess distinctive characteristics and exhibit, on average, lower variability when compared to their non-gen-AI counterparts. Additionally, we find that the similarity between a gen-AI image and human images (i) is correlated with the number of likes; and (ii) can be used to identify human images that served as inspiration for the gen-AI creations. Finally, we observe a longitudinal shift in the themes of AI-generated images on Twitter, with users increasingly sharing artistically sophisticated content such as intricate human portraits, whereas their interest in simple subjects such as natural scenes and animals has decreased. Our analyses and findings underscore the significance of TWIGMA as a unique data resource for studying AI-generated images.

Note that in accordance with the privacy and control policy of Twitter, NO raw content from Twitter is included in this dataset and users could and need to retrieve the original Twitter content used for analysis using the Twitter id. In addition, users who want to access Twitter data should consult and follow rules and regulations closely at the official Twitter developer policy at https://developer.twitter.com/en/developer-terms/policy.
DOI: 10.15468/dl.g84hr4
title: Occurrence Download

description: A dataset listing the 214 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.82947 50.08058,8.88866 50.08058,8.88866 50.10691,8.82947 50.10691,8.82947 50.08058))",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia",
 "Year 2013-2024"
 ]
}

 The dataset's 214 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083446-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjfg3o
title: Occurrence Download

description: A dataset containing 4363728 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 1960-1973",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4363728 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043168-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkf55x
title: Occurrence Download

description: A dataset containing 2281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Oceania, Asia)",
 "Country is one of (Thailand, Malaysia, Indonesia, Viet Nam, Singapore, Cambodia, Lao People’s Democratic Republic, Myanmar, Philippines, Timor-Leste)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Wasmannia auropunctata (Roger, 1863), Trichomyrmex destructor (Jerdon, 1851), Monomorium pharaonis (Linnaeus, 1758), Linepithema humile (Mayr, 1868), Anoplolepis gracilipes (Smith, 1857), Solenopsis geminata (Fabricius, 1804), Solenopsis invicta Buren, 1972)",
 "Year 2000-2025"
 ]
}

 The dataset includes 2281 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003690-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.d31gja46
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.5281/zenodo.15147326
title: Three-Dimensional Segmentation Assisted with Clustering Analysis for Surface and Volume Measurements of Equine Incisor in Multidetector Computed Tomography Data Sets

description: The dataset contains computed tomography (CT) images of head horses with annotations of 12 segments corresponding to areas with teeth. Imaged animals: 49 horses. Measured animal features such as surface area, and volume are included. The study was supported by the National Science Centre, Poland as a part of the projectMiniatura 6 No 2022/06/X/ST6/00431.
DOI: 10.5281/zenodo.8327593
title: Three-Dimensional Segmentation Assisted with Clustering Analysis for Surface and Volume Measurements of Equine Incisor in Multidetector Computed Tomography Data Sets

description: The dataset contains computed tomography (CT) images of head horses with annotations of 12 segments corresponding to areas with teeth. Imaged animals: 49 horses. Measured animal features such as surface area, and volume are included. The study was supported by the National Science Centre, Poland as a part of the projectMiniatura 6 No 2022/06/X/ST6/00431.
DOI: 10.5281/zenodo.8327594
title: Processing of Multidetector Computed Tomography Data Sets for Surface and Volume Measurements of Equine Incisor Teeth: The 3D Segmentation Assisted with Clustering Analysis

description: The dataset contains computed tomography (CT) images of head horses with annotations of 12 segments corresponding to areas with teeth. Imaged animals: 49 horses. Measured animal features such as surface area, and volume are included. The study was supported by the National Science Centre, Poland as a part of the projectMiniatura 6 No 2022/06/X/ST6/00431.
DOI: 10.15468/dl.zjuq8x
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gymnogyps californianus (Shaw, 1797)",
 "Year 2020-2020"
 ]
}

 The dataset includes 163 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179417-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cuw6n9
title: Occurrence Download

description: A dataset containing 2122 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia sieberiana DC."
 ]
}

 The dataset includes 2122 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018227-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vedk43
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus pinchaque (Roulin, 1829)"
 ]
}

 The dataset includes 455 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184439-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt17cb
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Senegal",
 "TaxonKey is Ardea alba Linnaeus, 1758"
 ]
}

 The dataset includes 267 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018228-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3mz7h
title: Occurrence Download

description: A dataset containing 724871 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Abundance of Rocky Reef Fishes, Invertebrates and Algae, Reef Check California (RCCA), 2006 - 2017"
 ]
}

 The dataset includes 724871 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154682-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ettds4
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrceugenia gertii Landrum"
 ]
}

 The dataset includes 69 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018228-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5m3dx3
title: Occurrence Download

description: A dataset containing 1995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Billardiera heterophylla (Lindl.) L.W.Cayzer & Crisp"
 ]
}

 The dataset includes 1995 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188273-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zswdvy
title: Occurrence Download

description: A dataset containing 2616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemibarbus labeo (Pallas, 1776))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2616 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049125-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mdd6p
title: Occurrence Download

description: A dataset containing 603685 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pieris brassicae (Linnaeus, 1758)"
 ]
}

 The dataset includes 603685 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018229-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qhu7u
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Modelación de la riqueza y distribución potencial del bosque húmedo de montaña"
 ]
}

 The dataset includes 756 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169327-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwodbk
title: Occurrence Download

description: A dataset containing 62015 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Atlas of Iberian water beetles (ESACIB database)"
 ]
}

 The dataset includes 62015 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018230-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzynfm
title: Occurrence Download

description: A dataset listing the 119136 species recorded in GBIF matching the query:
{
 "Country" : [
 "is Colombia"
 ]
}

 The dataset's 119136 records were derived from 2738 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190846-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/rhg-f8y-c8m
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j2k-h27-wkg
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-z9s-c2c3
title: PAN-00045865 - seal with connecting strip and pin

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00045865&lt;/p&gt;
description: Modified: 2022-11-08T10:33:12+01:00
DOI: 10.3535/1l0-krf-khq
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r0y-bhy-635
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0hx-t6n-zs0
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wf1-fg0-s21
title: Jamides pura (Moore, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-z9s-c9rr
title: PAN-00073464 - round bullet (small arm)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00073464&lt;/p&gt;
description: Modified: 2020-08-31T15:55:23+02:00
DOI: 10.3535/p3j-mep-yan
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sy0-5ag-jlz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fwq-d0v-ds3
title: Jamides pura (Moore, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-z9s-ctbk
title: PAN-00053836 - coin/coin-related, (maker : onleesbaar), (muntgewicht ; halve angel / angelot)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00053836&lt;/p&gt;
description: Modified: 2021-02-02T10:54:43+01:00
DOI: 10.3535/h0k-xzr-29v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sad-0p1-83a
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3gp-6ft-hcs
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dhc-cye-wy2
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pr-3cs-3qy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kv1-ak8-p15
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-z9s-ddxe
title: Archeologisch bureau- en booronderzoek voor Markt 25 te Boxtel
title: ZAN 393

description: &lt;p&gt;In opdracht van dhr. Van Oirschot heeft VUhbs archeologie een archeologisch bureau- en booronderzoek uitgevoerd voor de werkzaamheden op Markt 25 te Boxtel. De geplande werkzaamheden zullen de bodem en de eventueel aanwezige archeologische resten mogelijk verstoren.&lt;br&gt;Conform de Wet op de archeologische monumentenzorg dient het plangebied daarom eerst te worden onderzocht op de aanwezigheid van archeologische resten. Daartoe is een bureauonderzoek uitgevoerd,&lt;br&gt;waarin een specifiek verwachtingsmodel is opgesteld. Dit verwachtingsmodel is getoetst door middel van een verkennend booronderzoek. Het archeologisch onderzoek is uitgevoerd conform de eisen die gesteld worden in de Kwaliteitsnorm voor de Nederlandse Archeologie (KNA versie 3.3).2 Het veldwerk is uitgevoerd op 3 augustus door drs. K.A. Hebinck. Voorafgaand is het bureauonderzoek uitgevoerd, eveneens door drs. K.A. Hebinck.&lt;/p&gt;
description: &lt;p&gt;ZAN 393&lt;/p&gt;
DOI: 10.3535/cpe-e8y-2hp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ft9-ghh-qp1
title: Pieridae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kyg-6ce-z2p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-z9s-djr9
title: PAN-00053302 - Late Medieval rotary key group 4

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00053302&lt;/p&gt;
description: Modified: 2019-10-28T09:20:24+01:00
DOI: 10.3535/1dv-3dz-d9k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2hh-avn-d2w
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sxg-vgm-vwf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-z9s-dns6
title: Preliminary report on the 2010 excavations at Tell Satu Qala, Erbil Province, Kurdish Region, Iraq

description: &lt;p&gt;Report on the first season at Tell Satu Qala in Iraqi Kurdistan, April-June 2010.&lt;/p&gt;&lt;p&gt;The soundings of the season of 2010 have resulted in a number of very important finds for our knowledge of the history of the site Satu Qala / Idu, albeit that they lacked archaeological context. However, their distribution over the tell makes it extremely probable that the palace from which the inscribed bricks derive can be located in the very summit.&lt;/p&gt;
DOI: 10.3535/20s-ffx-zwy
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/etg-jrt-3r7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/px5-1gg-qrl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.