cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fjpx4g
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteralopex flanneryi Helgan, 2005"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077492-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c73trz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polystichum bonseyi W.H.Wagner & R.W.Hobdy"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270081-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nntbu2
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((32.80645 11.55326,60.89563 11.55326,60.89563 36.70388,32.80645 36.70388,32.80645 11.55326))",
 "TaxonKey is Camelus dromedarius Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 108 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011362-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7xncu
title: Occurrence Download

description: A dataset containing 659 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 Lepidothrix coeruleocapilla (Tschudi, 1844)"
 ]
}

 The dataset includes 659 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056254-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5d4jz2
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polystichum neozelandicum Fée"
 ]
}

 The dataset includes 374 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270095-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwof5u
title: Occurrence Download

description: A dataset listing the 661 species recorded in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "Geometry POLYGON((34.29541 -3.90223,36.67962 -3.90223,36.67962 -1.97722,34.29541 -1.97722,34.29541 -3.90223))"
 ]
}

 The dataset's 661 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011375-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c64mmp
title: Occurrence Download

description: A dataset containing 2224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus mume (Siebold) Siebold & Zucc."
 ]
}

 The dataset includes 2224 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056257-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfjyzp
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Urtica kioviensis Rogow.",
 "Year 2020-2022"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0365628-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uclhcn
title: Occurrence Download

description: A dataset containing 89582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.90527 32.91649,-112.0166 20.87934,-92.85645 13.9234,-90.4834 17.22476,-87.49512 17.97873,-85.8252 21.37124,-96.54785 26.11599,-104.01855 31.80289,-117.90527 32.91649))",
 "HasCoordinate is true",
 "TaxonKey is Spatula discors (Linnaeus, 1766)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 89582 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011368-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjdc2h
title: Occurrence Download

description: A dataset containing 361179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.565747 48.58410666666667, 2.479608666666667 48.58410666666667, 2.479608666666667 65.67073733333334, -31.565747 65.67073733333334, -31.565747 48.58410666666667))",
 "EventDate is 2020-12-01,2020-12-31"
 ]
}

 The dataset includes 361179 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015743-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgrfrn
title: Occurrence Download

description: A dataset containing 1641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-154.10303 58.36946,-143.69678 58.36946,-143.69678 61.66902,-154.10303 61.66902,-154.10303 58.36946))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anser albifrons (Scopoli, 1769)",
 "Year 2016-2021"
 ]
}

 The dataset includes 1641 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259895-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xu88ao
title: Occurrence Download

description: A dataset containing 6663 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mormoops megalophylla (Peters, 1864)"
 ]
}

 The dataset includes 6663 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011378-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxk8hp
title: Occurrence Download

description: A dataset listing the 0 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON (((-30.31944641 -20.5200005, -30.32250212 -20.51611331, -30.32250212 -20.50972378, -30.32361205 -20.50444805, -30.33000174 -20.50389099, -30.33416738 -20.50139234, -30.33611299 -20.49694825, -30.33611299 -20.49305721, -30.33416738 -20.48222343, -30.33139029 -20.48139195, -30.32333377 -20.48666752, -30.31694794 -20.48722458, -30.3122254 -20.48917002, -30.30555727 -20.49750146, -30.29972463 -20.49889001, -30.29528038 -20.50583659, -30.30139163 -20.50527953, -30.30666736 -20.50638963, -30.31416699 -20.51222226, -30.31944641 -20.5200005)), ((-29.84889207 -20.50083545, -29.85111244 -20.49639136, -29.85222253 -20.49111177, -29.8480569 -20.48861312, -29.8441697 -20.48972322, -29.84000021 -20.49250031, -29.84000021 -20.49639136, -29.84472274 -20.49805819, -29.84889207 -20.50083545)))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1999",
 "BasisOfRecord is one of (Human Observation)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 0 records were derived from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033418-210914110416597/datasets/export for details.
DOI: 10.15468/dl.zst8wx
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctotis revoluta Jacq."
 ]
}

 The dataset includes 163 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015737-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkhezl
title: Occurrence Download

description: A dataset containing 6663 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mormoops megalophylla (Peters, 1864)"
 ]
}

 The dataset includes 6663 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011384-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfmyfv
title: Occurrence Download

description: A dataset containing 402682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.33.3_1",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "TaxonKey is one of (Aves, Falconidae, Accipitridae)",
 "Year 2018-2023"
 ]
}

 The dataset includes 402682 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018878-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwjnay
title: Occurrence Download

description: A dataset containing 3405194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 3405194 records from 6256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018882-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcw74g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eunotia sudetica Otto Müller, 1898",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065507-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29383376.v1
title: Supplementary Material

description: The Supplemental Material includes detailed analytical and trace elemental modeling methods, Supplemental Figures S1–S5) and Supplemental Tables S1–S6.
DOI: 10.15468/dl.vm5e8k
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Cinnyris pembae Reichenow, 1905",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 510 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065508-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010467
title: Measurement Error in Real-World Comparative Effectiveness Studies of Progression Free Survival in Multiple Myeloma

description: Randomised-controlled trials (RCTs) are research studies used to determine how effective a new treatment is in comparison to a different, more established treatment. In an RCT, patients are randomly assigned (like flipping a coin) to either receive the new treatment or a control treatment, which could be a proven treatment or placebo, i.e. something that looks like medicine but has no actual effect. This helps researchers compare the benefits and side-effects between the two. Sometimes it’s not possible to do this kind of study; for example, if a new treatment seems to be highly effective and safe in early studies, it might be unethical to not provide it to those eligible to receive it. In these cases, researchers will instead use external data sources such as electronic health records to create an external control group. This approach allows the new treatment to be compared to a control treatment in what is referred to as an indirect comparison. However, differences in how frequently patients are monitored and measured and the type of measurement tests used, can make indirect comparisons difficult. If differences in how treatment effect is measurement are not considered, measurement error bias may arise, and study conclusions may be inaccurate.  

A popular method for measuring the effect of treatment is to assess the presence of disease progression. If disease progression occurs, then this indicates that the treatment is no longer effective. However, measuring disease progression can be susceptible to the forms of measurement error bias described above.  

Disease progression is frequently used to measure treatment effect in trials of patients diagnosed with multiple myeloma (MM). MM is a type of blood cancer which affects the way white blood cells make antibodies. MM is the second most common blood cancer, and accounts for 1% of all cancers and about 10% of all blood cancers. Compared to people without MM, patients with multiple myeloma are only 55% as likely to survive for at least 5 years. There is no known cure, however new treatments developed in recent years have allowed patients to live longer. Unfortunately, most patients’ disease will eventually stop responding to treatment and available treatments for these patients are limited.    

It is increasingly recognised that indirect comparisons have the potential to support the development of new treatments for MM. However, given concerns about bias, the impact of measurement error on these types of study must be investigated. The aim of this study is to quantify the impact of measurement error bias in indirect comparisons of disease progression in MM patients.
DOI: 10.57783/xyf7-qe68
title: Arizona HCUP
DOI: 10.6084/m9.figshare.29383376.v2
title: Supplementary Material

description: The Supplemental Material includes detailed analytical and trace elemental modeling methods, Supplemental Figures S1–S5) and Supplemental Tables S1–S6.
DOI: 10.57783/gd6c-kx18
title: Nebraska HCUP
DOI: 10.15468/dl.yr472m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eunotia sudetica Otto Müller, 1898",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065509-250525065834625/datasets/export for details.
DOI: 10.25918/data.449
title: Supplemental data for 'The manipulation of sex expression in Cannabis sativa L.'

description: The supplementary tables associated with the PhD thesis "The manipulation of sex expression in &lt;em&gt;Cannabis sativa&lt;/em&gt; L."
DOI: 10.57783/ec5p-ac41
title: South Dakota HCUP
DOI: 10.15468/dl.d3ttdt
title: Occurrence Download

description: A dataset containing 573189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 573189 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065498-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yumjd7
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Caledonia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tristaniopsis calobuxus Brongn. & Gris"
 ]
}

 The dataset includes 236 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065510-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqk3wg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Cinnyris prigoginei Macdonald, 1958",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065511-250525065834625/datasets/export for details.
DOI: 10.15468/dl.adm64p
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eunotia sudetica Otto Müller, 1898",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065512-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.15990
title: SAVI-Space

description: This dataset was published as part of SAVI Space—combinatorial encoding of the billion-size synthetically accessible virtual inventory (Korn, M., Judson, P., Klein, R. et al.<em>,</em><em>Sci Data</em> (12) 1064, <strong>2025</strong>) and holds the combinatorial chemical fragment space of the Synthetically Accessible Virtual Inventory (SAVI) Database.<br>
The combinatorial fragment space is optimized for fast fingerprint similarity search with <strong>SpaceLight</strong> (Bellmann et al. <em>J. Chem. Inf. </em>460 Model. 61 <strong>2020</strong>), and for fast maximum-common-substructure search with <strong>SpaceMACS</strong> (Schmidt et al., <em>J. Chem. Inf. Model.</em> 62 (9) 2133–2150, <strong>2022</strong>), available at https://software.zbh.uni-hamburg.de.

Besides the chemical fragment space mimic the SAVI-Lib-2020 (SAVI-Space-2020-Librules) there is a updated version based on adapted rules called SAVI-Space-2020, and the Enamine Building Blocks (June 2024) called SAVI-Space-2024.<br>
Additional, the preprocessed building blocks of the SAVI-Space-2020-Librules and SAVI-Space-2020 are available.

The SAVI-Space-2020(SAVI-Lib-Rules) is available as Database file (SAVI-Space-2020-Librules.tfsdb) and can be opened with <code>SpaceLight</code> Version 1.2.3 available at https://software.zbh.uni-hamburg.de.

The SAVI-Space-2020 and SAVI-Space-2024 are available as space files (SAVI-Space-{2020,2024}.space) and can be opened with the <code>SpaceLightN</code> Version 1.3.0 and <code>SpaceMACS</code> Version 1.1.0 also available at https://software.zbh.uni-hamburg.de.<br>
<br>
<strong>Note:</strong> <code>SpaceLight</code> and <code>SpaceLightN</code> refer to different versions of the tool.

<strong>ℹ Info:</strong> This version of <strong>SAVI-Space</strong> isn’t fully optimized for <strong>SpaceMACS</strong> and needs more RAM than usual. Please allocate <strong>at least 64 GB</strong> for a successful run.
DOI: 10.25592/uhhfdm.15989
title: SAVI-Space

description: This dataset was published as part of SAVI Space—combinatorial encoding of the billion-size synthetically accessible virtual inventory (Korn, M., Judson, P., Klein, R. et al.<em>,</em><em>Sci Data</em> (12) 1064, <strong>2025</strong>) and holds the combinatorial chemical fragment space of the Synthetically Accessible Virtual Inventory (SAVI) Database.<br>
The combinatorial fragment space is optimized for fast fingerprint similarity search with <strong>SpaceLight</strong> (Bellmann et al. <em>J. Chem. Inf. </em>460 Model. 61 <strong>2020</strong>), and for fast maximum-common-substructure search with <strong>SpaceMACS</strong> (Schmidt et al., <em>J. Chem. Inf. Model.</em> 62 (9) 2133–2150, <strong>2022</strong>), available at https://software.zbh.uni-hamburg.de.

Besides the chemical fragment space mimic the SAVI-Lib-2020 (SAVI-Space-2020-Librules) there is a updated version based on adapted rules called SAVI-Space-2020, and the Enamine Building Blocks (June 2024) called SAVI-Space-2024.<br>
Additional, the preprocessed building blocks of the SAVI-Space-2020-Librules and SAVI-Space-2020 are available.

The SAVI-Space-2020(SAVI-Lib-Rules) is available as Database file (SAVI-Space-2020-Librules.tfsdb) and can be opened with <code>SpaceLight</code> Version 1.2.3 available at https://software.zbh.uni-hamburg.de.

The SAVI-Space-2020 and SAVI-Space-2024 are available as space files (SAVI-Space-{2020,2024}.space) and can be opened with the <code>SpaceLightN</code> Version 1.3.0 and <code>SpaceMACS</code> Version 1.1.0 also available at https://software.zbh.uni-hamburg.de.<br>
<br>
<strong>Note:</strong> <code>SpaceLight</code> and <code>SpaceLightN</code> refer to different versions of the tool.

<strong>ℹ Info:</strong> This version of <strong>SAVI-Space</strong> isn’t fully optimized for <strong>SpaceMACS</strong> and needs more RAM than usual. Please allocate <strong>at least 64 GB</strong> for a successful run.