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

description: A dataset containing 3129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abelmoschus esculentus (L.) Moench",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 3129 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002032-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7nqjn
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arrojadoa Britton & Rose"
 ]
}

 The dataset includes 750 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002032-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsibev
title: Occurrence Download

description: A dataset containing 1931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cestrum nocturnum L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1931 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012190-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3y3hu
title: Occurrence Download

description: A dataset containing 1575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 1575 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000982-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phaxdm
title: Occurrence Download

description: A dataset containing 1014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)"
 ]
}

 The dataset includes 1014 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000983-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndxdja
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx lynx"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000984-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nze2f
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nannorrhops ritchieana (Griff.) Aitch."
 ]
}

 The dataset includes 44 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000985-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13316142
title: Phytokeys: Phytokeys (826)

description: PhytoKeys is a peer-reviewed, open-access, online and print, rapidly produced journal launched to support free exchange of ideas and information in systematic botany. All papers published in PhytoKeys can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.
DOI: 10.5281/zenodo.13316143
title: Phytokeys: Phytokeys (826)

description: PhytoKeys is a peer-reviewed, open-access, online and print, rapidly produced journal launched to support free exchange of ideas and information in systematic botany. All papers published in PhytoKeys can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.
DOI: 10.5281/zenodo.14890085
title: Phytokeys: Phytokeys (826)

description: PhytoKeys is a peer-reviewed, open-access, online and print, rapidly produced journal launched to support free exchange of ideas and information in systematic botany. All papers published in PhytoKeys can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.
DOI: 10.5281/zenodo.13321635
title: Comparative Cytogenetics: Comparative Cytogenetics (554)

description: The Journal of Comparative Cytogenetics is a peer-reviewed, open-access, rapid online journal launched to accelerate research on all aspects of plant and animal cytogenetics, karyosystematics, and molecular systematics. All published papers can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.The Journal of Comparative Cytogenetics is a peer-reviewed, open-access, rapid online journal launched to accelerate research on all aspects of plant and animal cytogenetics, karyosystematics, and molecular systematics. All published papers can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.
DOI: 10.5281/zenodo.13321636
title: Comparative Cytogenetics: Comparative Cytogenetics (554)

description: The Journal of Comparative Cytogenetics is a peer-reviewed, open-access, rapid online journal launched to accelerate research on all aspects of plant and animal cytogenetics, karyosystematics, and molecular systematics. All published papers can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.The Journal of Comparative Cytogenetics is a peer-reviewed, open-access, rapid online journal launched to accelerate research on all aspects of plant and animal cytogenetics, karyosystematics, and molecular systematics. All published papers can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.
DOI: 10.5281/zenodo.14890088
title: Comparative Cytogenetics: Comparative Cytogenetics (554)

description: The Journal of Comparative Cytogenetics is a peer-reviewed, open-access, rapid online journal launched to accelerate research on all aspects of plant and animal cytogenetics, karyosystematics, and molecular systematics. All published papers can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.The Journal of Comparative Cytogenetics is a peer-reviewed, open-access, rapid online journal launched to accelerate research on all aspects of plant and animal cytogenetics, karyosystematics, and molecular systematics. All published papers can be freely copied, downloaded, printed and distributed at no charge for the reader. Authors are thus encouraged to post the pdf files of published papers on their homepages or elsewhere to expedite distribution. There is no charge for color.
DOI: 10.15468/dl.zgwa6w
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "OccurrenceStatus is Present",
 "TaxonKey is Eufriesea smaragdina (Perty, 1833)"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000986-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14890083
title: MEDICINAL PROPERTIES OF THE LICORICE PLANT AND METHODS OF ITS REPRODUCTION
DOI: 10.5281/zenodo.14890084
title: MEDICINAL PROPERTIES OF THE LICORICE PLANT AND METHODS OF ITS REPRODUCTION
DOI: 10.15468/dl.eyqnq8
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Belostomatidae)",
 "HasCoordinate is true",
 "Geometry POLYGON Z ((-76.94773 -7.019439 0, -75.65638 -9.217269 0, -74.60659 -11.36341 0, -72.62492 -12.17027 0, -70.08106 -13.20639 0, -68.06588 -14.07248 0, -64.81878 -16.17416 0, -62.42702 -14.76403 0, -59.85129 -13.46308 0, -54.64092 -13.11516 0, -52.08968 -12.07248 0, -51.56322 -10.52462 0, -50.11476 -7.079689 0, -48.5913 -4.978484 0, -47.71029 -1.933025 0, -50.61671 0.1139895 0, -51.17871 2.644518 0, -52.75812 4.793947 0, -57.2258 5.909831 0, -60.497 8.309687 0, -61.03748 7.015231 0, -60.27879 4.950195 0, -61.18416 3.13392 0, -64.67449 7.185821 0, -65.45267 7.214116 0, -69.01688 4.232701 0, -76.37462 0.4326462 0, -78.06017 -3.824135 0, -78.37364 -4.319071 0, -76.94773 -7.019439 0))"
 ]
}

 The dataset includes 292 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000987-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd47uq
title: Occurrence Download

description: A dataset containing 13592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aythya collaris (Donovan, 1809)",
 "Year 2011-2011"
 ]
}

 The dataset includes 13592 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000989-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9zz7y
title: Occurrence Download

description: A dataset containing 12239865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12239865 records from 1985 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000976-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfejvp
title: Occurrence Download

description: A dataset containing 778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ovophis"
 ]
}

 The dataset includes 778 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067898-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18077992
title: OCC Tier-1 Deployment: City of Vancouver Building Permits (2018–2025)

description:  

Description

This dataset provides a complete Tier-1 empirical deployment of the Operator Closure Constraint (OCC) framework, analyzing building permit issuance in the City of Vancouver, British Columbia from 2018 to 2025.

Purpose: To demonstrate that the OCC framework correctly identifies a sustainable administrative regime—one where durable closures keep pace with arrivals (DCR ≥ 1) and unresolved stock declines over time.

Domain: Building permit issuance by the City of Vancouver. Each permit application constitutes a case unit; arrival occurs at permit number creation, closure occurs at permit issuance.

Key Findings:



40,050 permit applications processed over the observation window

Average Durable Clearance Ratio (DCR) of 1.04 at the 90-day horizon

Unresolved stock declined from 494 cases to zero

Regime classification: Sustainable


Contents:



Raw permit data (sourced from Vancouver Open Data Portal)

Analysis script (Python) implementing OCC stock-flow calculations

Derived time series with monthly arrivals, closures, stick rates, and DCR

Diagnostic summary and regime classification

Visualization figures

Reproducibility artifacts (checksums, manifest, run log)


Methodology: The analysis computes monthly arrivals and closures, derives durable closure metrics at 30, 90, and 180-day horizons, and tracks unresolved stock using the OCC stock-flow identity. With no appeal channel recorded in the source data, stick rates are conservatively set to 1.0.

Limitations: This is a Tier-0/1 analysis measuring administrative closure (permit issuance), not downstream outcomes such as construction completion, inspection passage, or long-term code compliance.

Keywords

OCC, Operator Closure Constraint, durable clearance ratio, institutional capacity, stock-flow analysis, building permits, Vancouver, administrative systems, queue dynamics, sustainable regime

License

CC BY 4.0
DOI: 10.5281/zenodo.18077993
title: OCC Tier-1 Deployment: City of Vancouver Building Permits (2018–2025)

description:  

Description

This dataset provides a complete Tier-1 empirical deployment of the Operator Closure Constraint (OCC) framework, analyzing building permit issuance in the City of Vancouver, British Columbia from 2018 to 2025.

Purpose: To demonstrate that the OCC framework correctly identifies a sustainable administrative regime—one where durable closures keep pace with arrivals (DCR ≥ 1) and unresolved stock declines over time.

Domain: Building permit issuance by the City of Vancouver. Each permit application constitutes a case unit; arrival occurs at permit number creation, closure occurs at permit issuance.

Key Findings:



40,050 permit applications processed over the observation window

Average Durable Clearance Ratio (DCR) of 1.04 at the 90-day horizon

Unresolved stock declined from 494 cases to zero

Regime classification: Sustainable


Contents:



Raw permit data (sourced from Vancouver Open Data Portal)

Analysis script (Python) implementing OCC stock-flow calculations

Derived time series with monthly arrivals, closures, stick rates, and DCR

Diagnostic summary and regime classification

Visualization figures

Reproducibility artifacts (checksums, manifest, run log)


Methodology: The analysis computes monthly arrivals and closures, derives durable closure metrics at 30, 90, and 180-day horizons, and tracks unresolved stock using the OCC stock-flow identity. With no appeal channel recorded in the source data, stick rates are conservatively set to 1.0.

Limitations: This is a Tier-0/1 analysis measuring administrative closure (permit issuance), not downstream outcomes such as construction completion, inspection passage, or long-term code compliance.

Keywords

OCC, Operator Closure Constraint, durable clearance ratio, institutional capacity, stock-flow analysis, building permits, Vancouver, administrative systems, queue dynamics, sustainable regime

License

CC BY 4.0
DOI: 10.34740/kaggle/dsv/14324448
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.2ewdsu
title: Occurrence Download

description: A dataset containing 3483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Porthidium"
 ]
}

 The dataset includes 3483 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067899-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jtyr2
title: Occurrence Download

description: A dataset containing 2634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amazona kawalli",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2634 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067900-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5yxzv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Proatheris"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067901-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30815819.v1
title: <b>Dataset: Antibiotic susceptibility and PCR results of Staphylococcus spp. Isolated from Eye infection .</b>

description: The most typical bacterial species that may be associated with infections of the eye are Staphylococcus because they normally reside on the skin and eyelid margins; therefore, an easy transmission to the eye can take place whenever there is a lesion or abrasion. Apart from this, these bacteria have several virulence factors among which include adhesin and biofilm forming capacity which enhance their resistance against treatment. In addition, mecA gene carries resistance determinant against methicillin as well as many other β-lactam antibiotics.The current study was designed to characterize the factors and molecular mechanisms that facilitate pathogenicity and therapeutic resistance in these bacteria. A total of one hundred samples were obtained from patients who had visited Samarra General Hospital during the period extending from October 2024 to December 2024. As per the results of culture, all isolates were Gram-positive, and forty-nine belonged to the genus Staphylococcus. Amongst these, Staphylococcus aureus was the major species followed by Staphylococcus epidermidis and some other isolates.All isolates showed 100% resistance to Methicillin. They were sensitive to Vancomycin. Other antibiotics expressed variable sensitivity patterns among the isolates. The five isolates that expressed the highest levels of antibiotic resistance were selected, and one was excluded during analysis. All the remaining isolates, being coagulase-negative staphylococci, were tested for mecA, icaA, and tetK genes.The molecular results showed that all four tested isolates carried the mecA gene (100%), and only one isolate carried the icaA and tetK genes, hence its high level of antibiotic resistance.
DOI: 10.15468/dl.bek3zt
title: Occurrence Download

description: A dataset containing 4232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Protobothrops"
 ]
}

 The dataset includes 4232 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067902-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14324516
title: Future_Land_Use_Austin
DOI: 10.15468/dl.zk7535
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudocerastes"
 ]
}

 The dataset includes 259 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067903-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyvtwy
title: Occurrence Download

description: A dataset containing 5268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sus scrofa scrofa"
 ]
}

 The dataset includes 5268 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067904-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18075612
title: Daten der Notaufnahmesurveillance

description: Der Datensatz "Daten der Notaufnahmesurveillance" wird durch das Robert Koch-Institut und das AKTIN-Notaufnahmeregister bei Krankenhausaufnahmen bereitgestellt. Der Datensatz beinhaltet aggregierte Routinedaten aus deutschen Notaufnahmen zur syndromischen Überwachung von akuten Erkrankungen. Dazu zählen grippeähnliche Erkrankungen (ILI), Coronavirus-Erkrankungen (COVID-19), akute respiratorische Erkrankungen (ARE), gastrointestinale Infektionen (GI) und schwere akute respiratorische Infektionen (SARI). Dabei wird der relative Anteil dieser Erkrankungen an der Gesamtzahl der Notaufnahmevorstellungen sowie die berechneten Erwartungswerte und Prädiktionsintervalle ausgewiesen. Die Daten sind nach Notaufnahmetypen und Altersgruppen aggregiert. Damit bietet der Datensatz eine wertvolle Ressource für die Forschung im Bereich der Notfallmedizin und der Überwachung akuter Gesundheitsereignisse in Deutschland.
DOI: 10.34740/kaggle/dsv/14324608
title: Market Prices of Commodities in South Tangerang
DOI: 10.15468/dl.hk3nw6
title: Occurrence Download

description: A dataset containing 10595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sistrurus"
 ]
}

 The dataset includes 10595 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067905-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14324616
title: Booru.org Top Leaderboard
DOI: 10.15468/dl.3aj2qf
title: Occurrence Download

description: A dataset containing 13144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adansonia digitata"
 ]
}

 The dataset includes 13144 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067906-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj8nsz
title: Occurrence Download

description: A dataset containing 12564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trimeresurus"
 ]
}

 The dataset includes 12564 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067907-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.