cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z9xqg8
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosera praefolia Tepper"
 ]
}

 The dataset includes 156 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156651-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wxk6p
title: Occurrence Download

description: A dataset containing 11199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Argentina, Chile)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhea pennata d'Orbigny, 1834"
 ]
}

 The dataset includes 11199 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059755-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6opef
title: Occurrence Download

description: A dataset containing 1162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Cordia alliodora (Ruiz & Pav.) Oken",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1162 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006040-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t59wpc
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alchemilla sericata Rchb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 173 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070353-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ap7xxa
title: Occurrence Download

description: A dataset containing 215929 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lota lota (Linnaeus, 1758)"
 ]
}

 The dataset includes 215929 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251213-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhmkvn
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Trophis racemosa (L.) Urb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 881 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006043-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj84pj
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus hitchcockii Davidse"
 ]
}

 The dataset includes 99 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156652-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axexgg
title: Occurrence Download

description: A dataset containing 376547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenoptera",
 "Year 2010-2019"
 ]
}

 The dataset includes 376547 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068920-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va8lar
title: Occurrence Download

description: A dataset containing 1201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Gliricidia sepium (Jacq.) Kunth ex Walp.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1201 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006045-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpqm25
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vellozia epidendroides Mart. ex Schult. & Schult.f."
 ]
}

 The dataset includes 550 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299411-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btg8qe
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens isostigmatoides Sherff"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052549-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ua5pin
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phacochoerus africanus (Gmelin, 1788)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 500 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009706-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45mr42
title: Occurrence Download

description: A dataset containing 1866189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1866189 records from 1688 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299416-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7932u7
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Costa Rica",
 "Year 2005-2020",
 "HasCoordinate is true",
 "TaxonKey is Lepidochelys olivacea (Eschscholtz, 1829)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgq3gp
title: Occurrence Download

description: A dataset listing the 12623 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Country is one of (Colombia)",
 {
 "or" : [
 "StateProvince is caldas",
 "StateProvince ~Salamina"
 ]
 }
 ]
 }
 ]
}

 The dataset's 12623 records were derived from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109171-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnf4ez
title: Occurrence Download

description: A dataset containing 3463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athalia rosae (Linnaeus, 1758)"
 ]
}

 The dataset includes 3463 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025827-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ili0vu
title: Occurrence Download

description: A dataset containing 2839 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rocky Shore Macroalgae"
 ]
}

 The dataset includes 2839 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035687-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbnnq7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Grasses of the Forest Herbarium Ibadan (FHI) Nigeria",
 "Issue is Recorded date unlikely"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016230-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rytj3f
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "TaxonKey is Arapaima gigas Lundberg & Chernoff, 1992"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081514-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygbe47
title: Occurrence Download

description: A dataset containing 10003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Desmodus rotundus (E.Geoffroy, 1810)"
 ]
}

 The dataset includes 10003 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002257-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ibqvcz
title: Occurrence Download

description: A dataset containing 3161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coryphistera alaudina Burmeister, 1860"
 ]
}

 The dataset includes 3161 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003287-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyj4dq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)",
 "Year is less than or equal to 1000",
 "Year is greater than or equal to 2020",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081504-200221144449610/datasets/export for details.
DOI: 10.15468/dl.kqtfwv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Slovakia",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)",
 "Year is less than or equal to 1000",
 "Year is greater than or equal to 2020",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081513-200221144449610/datasets/export for details.
DOI: 10.15468/dl.sn3vax
title: Occurrence Download

description: A dataset containing 27322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 27322 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023004-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xu5cys
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Specimen references on the Verbenaceae family held by the TAN Herbarium",
 "Country is Tanzania, United Republic of"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111110-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wfvlx
title: Occurrence Download

description: A dataset containing 6718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.91043 47.16293,-81.06125 47.10526,-80.95963 46.4653,-80.62454 45.88852,-80.06973 45.45731,-78.27072 45.50674,-78.28171 45.96542,-78.28171 46.27579,-79.01505 46.55045,-79.48746 47.16293,-79.91043 47.16293))",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6718 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005205-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fp2z0w
title: Occurrence Download

description: A dataset containing 589 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otatea acuminata (Munro) C.E.Calderón"
 ]
}

 The dataset includes 589 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025638-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6obl9
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psidium nutans O.Berg"
 ]
}

 The dataset includes 126 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022688-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzu53t
title: Occurrence Download

description: A dataset containing 143911 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ulex europaeus L."
 ]
}

 The dataset includes 143911 records from 542 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007556-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6hdtg
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cedrela angustifolia Moc. & Sessé ex DC."
 ]
}

 The dataset includes 368 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009882-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed98uc
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus lineatulus Dickerson, 1919"
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005386-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6xypx
title: Occurrence Download

description: A dataset containing 78406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is France",
 "Issue is Geodetic datum assumed WGS84",
 "Year 1990-2020",
 "TaxonKey is Chloris chloris (Linnaeus, 1758)"
 ]
}

 The dataset includes 78406 records from 395 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015764-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/kmk4-dz53
title: Fake news

description: Data will be collected from social media posts containing multimodal information such as text, image, and Comment relations, etc. Two fake news datasets in English and Chinese were sourced to train and test our proposed model. They are:

- \textbf{Fakeddit}\footnote{https://github.com/entitize/Fakeddit}: an English multimodal dataset containing text, comments, and images from Reddit (n = 3,127). The samples within this dataset are labeled using a 2-way (real, fake) and a 3-way classification (real, fake with true text, fake with false text) scheme. Modelling was performed using both these classifications.

- \textbf{Multimodal Fake News Detection dataset}\footnote{https://data.beijing.gov.cn/kjzy2020/index.html}(MFND): a multimodal Chinese dataset containing text, comments, and images from Weibo (n = 2,953). The dataset is categorized into three distinct classes: uncertain, fake news, and real news.

The number of instances for each classified labels in the datasets are given in Table \ref{tab:dataset_overview}, indicating the datasets to be balanced.
\begin{table}[ht]
    \centering
    \caption{Fake news datasets overview}
    \begin{tabular}{c|c|c|c|c}
        \toprule
        Dataset & 2-way & 3-way & n & Total \\
        \midrule
         & - & real & 1,000 &  \\
        MFND& - & fake & 953 & 2,953\\
        & & uncertain & 1,000 & \\
        \midrule
         & real & real & 1,048 &  \\
        Fakeddit& fake & fake with true text & 1,060 & 3,127\\
        & & fake with false text & 1,019 & \\
        \bottomrule
    \end{tabular}
    \label{tab:dataset_overview}
\end{table}

Observing the two datasets, it becomes evident that the distribution of categories is relatively balanced, with no significant gaps between individual labels. This balanced distribution provides us with a more reliable and comprehensive foundation for accurate analysis and modeling. In the fake news dataset, each piece of news is composed of different modalities, namely posts, images, and comments. The following Figure \ref{fig:2} illustrates the overall distribution of these modalities.
\begin{figure}[h]
    \centering
    \includegraphics[width=\linewidth]{fig/fig2.png}
    \caption{Distribution of modalities}
    \label{fig:2}
\end{figure}

Taking a sample from the dataset, as illustrated in Figure \ref{fig:3}, we observe a user posting 
a narrative along with an image, while numerous other users engage in comments. The 
semantic gap between these comments and the post is substantial, mostly comprising
emotional opinions. Some users even verify the authenticity of the information, as evident 
in this example where a commenter claims to have seen related information on YouTube. 
Thus, we affirm the dataset's multimodal and semantic diversity.
\begin{figure}[h]
    \centering
    \includegraphics[width=\linewidth]{fig/4.png}
    \caption{Example of dataset}
    \label{fig:3}
\end{figure}
DOI: 10.15468/dl.7bsejr
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is USGS Alaska Science Center Polar Bear Maternal Dens"
 ]
}

 The dataset includes 530 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018785-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgfmna
title: Occurrence Download

description: A dataset containing 235918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gasterosteus aculeatus Linnaeus, 1758"
 ]
}

 The dataset includes 235918 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018783-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egvc7z
title: Occurrence Download

description: A dataset containing 6495046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Haliaeetus leucocephalus (Linnaeus, 1766)"
 ]
}

 The dataset includes 6495046 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018784-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14028490
title: Halberstadt Kaiser-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.13906142
title: Contributions of Tropical Cyclones and Internal Tides to Deep Near-Inertial Kinetic Energy Under Eddy Modulation

description: This dataset contains the velocity data observed by the mooring at 130°E, 15°N. It is supplementary of the paper "Contributions of Tropical Cyclones and Internal Tides to Deep Near-Inertial Kinetic Energy Under Eddy Modulation" submitted to the Geophysical Research Letters. If you need any more information or want to utilize the data for research purpose, please contact the author first (Dr. Zhixiang Zhang; E-mail: zzx@qdio.ac.cn).