cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/uajx1d
title: ICU SEPSIS DATASET

description: This ICU --Sepsis dataset-- comprises comprehensive clinical records of intensive care unit patients, with a focus on sepsis diagnosis and associated risk factors. The dataset includes structured, de-identified patient data featuring demographics, comorbidities, clinical observations, lab test results, and sepsis-related scoring systems.
Each row corresponds to an individual patient, with fields capturing critical indicators such as:

Demographics: Age, Gender, Patient Admission Source
Comorbidities: Presence of cancer, hypertension, hematological or heart diseases
Clinical Scores: qSOFA, NEWS (National Early Warning Score), SIRS criteria
Laboratory Tests: NT-proBNP, cultures, antibiotic resistance status
Microbiological Data: Blood culture results, resistance types, detected pathogens
Treatment Info: Previous hospitalizations, antibiotic therapies

The dataset is ideal for:

Developing early sepsis prediction models
Evaluating ICU patient risk stratification
Investigating correlations between comorbidities and sepsis outcomes
Training machine learning algorithms for clinical decision support

Note: Some field names are in Turkish (e.g., "Ek_Hastalık_isimleri"), and a few entries may require preprocessing for missing values or label encoding.
DOI: 10.48420/29230796
title: TPI Quarterly Productivity Data Tool

description: <b>The TPI Productivity Lab Quarterly Data Tool</b>The TPI Productivity Lab Quarterly Data Tool is a tool that can be utilised to rapidly create visualisations for national-level quarterly data. Countries available to visualise within the tool include the UK, the US, France, Germany, Italy, Spain, Ireland, Denmark, Netherlands, Norway, Poland, Romania and Sweden. Aggregate data is available for European Union countries reflecting country membership at the time of selection (e.g. 15 countries in 2000, 24 in 2004, 27 in 2024). Furthermore, it includes an aggregate for the Euro Zone, representing the 20 countries that use the Euro as their official currency.The tool provides customisation options, including the selection of quarterly or yearly data, specific time periods, productivity measures, and countries. For quarterly data, different visualisations can be generated including 2D line graphs, 3D line graphs, Quarter-on-Quarter bar charts and Year-on-Year bar charts. Visualisations can be saved in PNG format by clicking the camera icon located in the top right-hand corner of the displayed visualisation.The data sources and methodology document describes all the methodology and data sources used in the tool.See the data tool here (https://lab.productivity.ac.uk/tools/international-quarterly/) TPI Quarterly Data ToolSee the blog associated with the data tool: Comparing Productivity Across Borders: Introducing the TPI Quarterly Data Tool - The Productivity Institute<br><br>
DOI: 10.48420/29230796.v1
title: TPI Quarterly Productivity Data Tool

description: <b>The TPI Productivity Lab Quarterly Data Tool</b>The TPI Productivity Lab Quarterly Data Tool is a tool that can be utilised to rapidly create visualisations for national-level quarterly data. Countries available to visualise within the tool include the UK, the US, France, Germany, Italy, Spain, Ireland, Denmark, Netherlands, Norway, Poland, Romania and Sweden. Aggregate data is available for European Union countries reflecting country membership at the time of selection (e.g. 15 countries in 2000, 24 in 2004, 27 in 2024). Furthermore, it includes an aggregate for the Euro Zone, representing the 20 countries that use the Euro as their official currency.The tool provides customisation options, including the selection of quarterly or yearly data, specific time periods, productivity measures, and countries. For quarterly data, different visualisations can be generated including 2D line graphs, 3D line graphs, Quarter-on-Quarter bar charts and Year-on-Year bar charts. Visualisations can be saved in PNG format by clicking the camera icon located in the top right-hand corner of the displayed visualisation.The data sources and methodology document describes all the methodology and data sources used in the tool.See the data tool here (https://lab.productivity.ac.uk/tools/international-quarterly/) TPI Quarterly Data ToolSee the blog associated with the data tool: Comparing Productivity Across Borders: Introducing the TPI Quarterly Data Tool - The Productivity Institute<br><br>
DOI: 10.6084/m9.figshare.29300669
title: Supporting information_metabolomics data

description: Maternal plasma metabolomics data from BeVital and short chain fatty acid (SCFA) analyses. Offspring stool SCFA metabolomics data from Metabolon.
DOI: 10.6084/m9.figshare.29300669.v1
title: Supporting information_metabolomics data

description: Maternal plasma metabolomics data from BeVital and short chain fatty acid (SCFA) analyses. Offspring stool SCFA metabolomics data from Metabolon.
DOI: 10.3535/0yl-vqx-74f
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jah-4df-z1t
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t60-sr7-yfk
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8wy-60y-2yy
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kmc-dq8-4d0
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k3g-mcx-ppr
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/scw-7lw-rsf
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ssh-d5g-zde
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jnl-ryy-fxj
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pjs-dyz-ajx
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1re-ml2-0rn
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/675-71g-0pb
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/97l-0k2-a9l
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kzy-97e-gsd
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/egx-wkf-kpw
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hsn-vnk-q7m
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g92-bt7-6t4
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7rk-xzy-w3v
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9wa-l6e-0es
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/23m-zkz-2pt
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y0l-hze-41p
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9vh-fqe-z81
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k1x-jgf-j2r
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/prc-3wj-z2n
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nms-fl9-nr4
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wfe-g81-a7y
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/41p-x3k-gck
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tnn-czv-qam
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0e9-zsc-gvy
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vtg-kja-5k9
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/var-7k5-hc6
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1bn-a7p-n2c
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/55t-h2c-11l
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1pd-fwz-rcf
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3eq-2qd-n2l
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h18-ert-yn1
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3cj-5jn-zly
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vr0-gfy-y5n
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5yt-52x-bcr
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qzh-xsc-q6c
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vpt-x3d-rxd
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y00-r58-r2z
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/z5e-68w-rzx
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dqa-084-ssw
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mqh-a0h-6bt
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fj1-ks8-44x
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tv0-q1x-w3l
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.tkpxr8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Polypogon monspeliensis (L.) Desf.",
 "Geometry POLYGON((29.76451 -26.09643, 32.1599 -26.09643, 32.1599 -22.51877, 29.76451 -22.51877, 29.76451 -26.09643))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037785-250525065834625/datasets/export for details.
DOI: 10.3535/vdf-ela-f6v
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2nv-wnn-95t
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/65a-ycr-7ms
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.u2vg4m
title: Occurrence Download

description: A dataset containing 4868 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligustrum japonicum Thunb."
 ]
}

 The dataset includes 4868 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267504-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhy2bc
title: Occurrence Download

description: A dataset containing 2439 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 Perognathus amplus Osgood, 1900"
 ]
}

 The dataset includes 2439 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063074-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjc578
title: Occurrence Download

description: A dataset containing 18554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alosa fallax (Lacepède, 1803)"
 ]
}

 The dataset includes 18554 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012218-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckezpk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arecaceae",
 "HasCoordinate is TRUE",
 "Country is Aruba"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006102-190621201848488/datasets/export for details.
DOI: 10.15468/dl.hawqmu
title: Occurrence Download

description: A dataset containing 87057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carum carvi L."
 ]
}

 The dataset includes 87057 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227741-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptnnap
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arecaceae",
 "HasCoordinate is TRUE",
 "Country is Aruba"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006097-190621201848488/datasets/export for details.
DOI: 10.15468/dl.x6wbnz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brownlowia rubra Kosterm."
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063065-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnc9wh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lumbrineris patagonica Hartmann-Schröder, 1962",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058556-240229165702484/datasets/export for details.
DOI: 10.15468/dl.x8syvz
title: Occurrence Download

description: A dataset containing 5863 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium perfoliatum L."
 ]
}

 The dataset includes 5863 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218063-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28et6s
title: Occurrence Download

description: A dataset containing 14523 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Luzula pallescens Sw."
 ]
}

 The dataset includes 14523 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218106-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgx3sv
title: Occurrence Download

description: A dataset containing 49 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 Myzomela malaitae Mayr, 1931"
 ]
}

 The dataset includes 49 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058551-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gysjk7
title: Occurrence Download

description: A dataset containing 549 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 Monarcha castaneiventris J.Verreaux, 1858"
 ]
}

 The dataset includes 549 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058582-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdddqg
title: Occurrence Download

description: A dataset containing 404682 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellaria media (L.) Vill."
 ]
}

 The dataset includes 404682 records from 1112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218057-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jskzg
title: Occurrence Download

description: A dataset containing 2071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenostegia pinnata (Hochst. ex Choisy) A.R.Simões & Staples",
 "Continent is Africa"
 ]
}

 The dataset includes 2071 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005935-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15140451
title: Table 1. Kimura 2 in Integrative taxonomy, larval biology and functional morphology of the little known gall-forming coral endoparasite Petrarca (Thecostraca: Ascothoracida)

description: Table 1. Kimura 2-parameter (K2P) distances of COI sequences within species by MEGA X
Species (N)MeanSEPetrarca goanna (20)0.01310.0032Petrarca morula (2)0.00180.0017Petrarca nozaaeai (1)––Petrarca rubus (2)0.00180.0017
description: Published as part of Kolbasov, Gregory A., Savchenko, Alexandra S., Yu, Meng-Chen, Tsao, Yao-Feng, Ganmanee, Monthon & Chan, Benny K. K., 2023, Integrative taxonomy, larval biology and functional morphology of the little known gall-forming coral endoparasite Petrarca (Thecostraca: Ascothoracida), pp. 770 in Zoological Journal of the Linnean Society 198 on page 770, DOI: 10.1093/zoolinnean/zlad009, http://zenodo.org/record/8152364
DOI: 10.5281/zenodo.15140452
title: Table 1. Kimura 2 in Integrative taxonomy, larval biology and functional morphology of the little known gall-forming coral endoparasite Petrarca (Thecostraca: Ascothoracida)

description: Table 1. Kimura 2-parameter (K2P) distances of COI sequences within species by MEGA X
Species (N)MeanSEPetrarca goanna (20)0.01310.0032Petrarca morula (2)0.00180.0017Petrarca nozaaeai (1)––Petrarca rubus (2)0.00180.0017
description: Published as part of Kolbasov, Gregory A., Savchenko, Alexandra S., Yu, Meng-Chen, Tsao, Yao-Feng, Ganmanee, Monthon & Chan, Benny K. K., 2023, Integrative taxonomy, larval biology and functional morphology of the little known gall-forming coral endoparasite Petrarca (Thecostraca: Ascothoracida), pp. 770 in Zoological Journal of the Linnean Society 198 on page 770, DOI: 10.1093/zoolinnean/zlad009, http://zenodo.org/record/8152364
DOI: 10.15468/dl.g37tma
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Picea koyamae Shiras."
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191084-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5svwp2
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oritrophium blepharophyllum (S.F.Blake) Cuatrec."
 ]
}

 The dataset includes 28 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054449-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjxmr7
title: Occurrence Download

description: A dataset containing 1385397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((40.29727 54.95963,39.6196 56.69925,37.34456 57.09578,36.47327 56.83189,34.34344 56.32534,34.48866 55.89349,36.37646 54.51249,40.29727 54.95963))",
 "HasGeospatialIssue is false",
 "Year 1977-2022"
 ]
}

 The dataset includes 1385397 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133932-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.