cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13293791
title: eol_data-2016-12-08 (EOL v2): split.tgz-ad

description: [eol_data-2016-12-08.tgz] is a big file. So we split them into four smaller chunks.
You can download these four files below on your local and merge them to get [eol_data-2016-12-08.tgz].

This is the command to merge once you__ve downloaded all four parts:

`$ cat split.tgz-* | tar xz`

Once you get [eol_data-2016-12-08.tgz], extract it to get these four TSVs:

* hierarchy_entries.tsv
* data_objects.tsv
* data_objects_additional_attribution.tsv
* data_objects_taxon_concepts.tsv4 of 4
DOI: 10.5281/zenodo.13293792
title: eol_data-2016-12-08 (EOL v2): split.tgz-ad

description: [eol_data-2016-12-08.tgz] is a big file. So we split them into four smaller chunks.
You can download these four files below on your local and merge them to get [eol_data-2016-12-08.tgz].

This is the command to merge once you__ve downloaded all four parts:

`$ cat split.tgz-* | tar xz`

Once you get [eol_data-2016-12-08.tgz], extract it to get these four TSVs:

* hierarchy_entries.tsv
* data_objects.tsv
* data_objects_additional_attribution.tsv
* data_objects_taxon_concepts.tsv4 of 4
DOI: 10.7284/156396
title: GNSS (Global Navigation Satellite System) data collected during research cruise PS2404 using a Trimble ABX-Two instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/156400
title: GNSS (Global Navigation Satellite System) data collected during research cruise PS2404 using a Trimble BX982 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/156395
title: Gyrocompass data collected during research cruise PS2404 using a Sperry MK-37 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/156397
title: Meteorological Station data collected during research cruise PS2404 using a RMYoung 92000 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/156403
title: Speedlog data collected during research cruise PS2404 using a Furuno DS-50 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.8p8yj6
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Romerolagus diazi (Ferrari-Pérez, 1893)"
 ]
}

 The dataset includes 297 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000668-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/156401
title: Transmissometer data collected during research cruise PS2404 using a WETLabs C-Star instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/156399
title: TSG (Thermosalinograph) data collected during research cruise PS2404 using a SeaBird SBE-21 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/153777
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise SAV-22-08 using a Hawaii UHDAS instrument system onboard the platform RV Savannah

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/153779
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise SAV-22-08 using a SeaBird SBE-911+ instrument system onboard the platform RV Savannah

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.13140/rg.2.2.33987.32803
title: The Nigerian Living Standards Dataset Codebook
DOI: 10.13140/rg.2.2.36503.91045
title: Data and programs for Fiscal Independence and Political Development
DOI: 10.13140/rg.2.2.24864.71680
title: Blue-Green Infrastructure for Environmental Sustainability: A Bibliometric Analysis
DOI: 10.15468/9wykzm
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "guiguilso"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "guiguilso"
DOI: 10.15468/dl.zpfhsa
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((172.5 67.5,180 67.5,180 75,172.5 75,172.5 67.5))"
 ]
}

 The dataset includes 107 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042781-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.17668.86400
title: Letter from Stockholm University, May 26, 2014.
DOI: 10.13140/rg.2.2.11744.40960
title: Final Fantasy VI Transcription complète
DOI: 10.13140/rg.2.2.18298.00963
title: Review of Lightweight Deflectometer (LWD)
DOI: 10.13140/rg.2.2.29675.05921
title: Research items reached 5,000 recommendations
DOI: 10.13140/rg.2.2.25664.25600
title: HOW TO OBTAIN HEALTHY BREATHING PROFESSOR TAREQ ALASADI‬
DOI: 10.13140/rg.2.2.26031.25764
title: 2 hinged planes flight over 240 s
DOI: 10.17617/3.c3cctv
title: Data for the manuscript entitled "Evidence for a field-induced Lifshitz transition in the Weyl semimetal CeAlSi"

description: This dataset contains the experimental data used in the manuscript "Evidence for a field-induced Lifshitz transition in the Weyl semimetal CeAlSi". It consists mainly of longitudinal resistivity curves as a function of temperature and/or high magnetic fields. These data have been used to study the quantum oscillations present in this material by subtracting smooth backgrounds and performing Fast Fourier Transform on the obtained data. This data set also includes the amplitude of the oscillation as a function of frequency, its evolution with temperature, and Hall resistivity measurements as a function of magnetic field.
DOI: 10.15468/dl.ofey4a
title: Occurrence Download

description: A dataset containing 9403 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is INNS records held by BIS in Powys and Brecon Beacons National Park"
 ]
}

 The dataset includes 9403 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046140-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hyj87
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gaussia attenuata (O.F.Cook) Becc.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011471-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jirda9
title: Occurrence Download

description: A dataset containing 3092 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poecilia reticulata Peters, 1859"
 ]
}

 The dataset includes 3092 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013746-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mb3td
title: Occurrence Download

description: A dataset containing 470609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Praxelis clematidea (Griseb.) R.M.King & H.Rob., Puelia olyriformis (Franch.) Clayton, Rosa ×odorata (Andrews) Sweet, Pharus lappulaceus Aubl., Lupinus luteus L., Picea morrisonicola Hayata, Pseudotsuga sinensis Dode, Populus fremontii S.Watson, Thamnocalamus spathiflorus (Trin.) Munro, Pleioblastus maculatus (McClure) C.D.Chu & C.S.Chao, Oligostachyum shiuyingianum (L.C.Chia & But) G.H.Ye & Z.P.Wang, Indocalamus wilsonii (Rendle) C.S.Chao & C.D.Chu, Gelidocalamus tessellatus T.H.Wen & C.C.Chang, Gaoligongshania megalothyrsa (Hand.-Mazz.) D.Z.Li, Hsueh & N.H.Xia, Fargesia yunnanensis Hsueh f. & T.P.Yi, Fargesia spathacea Franch., Fargesia nitida (Mitford) Keng f. ex T.P.Yi, Chimonocalamus longiusculus Hsueh f. & T.P.Yi, Sarocalamus faberi (Rendle) Stapleton, Bashania fargesii (E.G.Camus) Keng f. & T.P.Yi, Fritillaria monantha Migo, Hanabusaya asiatica (Nakai) Nakai, Salix interior Rowlee, Phyllostachys sulphurea (Carrière) Rivière & C.Rivière, Bambusa multiplex (Lour.) Raeusch. ex Schult.f., Camellia reticulata Lindl., Camellia pubicosta Merr., Camellia leptophylla S.Y.Liang, Camellia grandibracteata H.T.Chang et al., Trifolium subterraneum L., Larix decidua Mill., Parinari campestris Aubl., Couepia guianensis Aubl., Hirtella physophora Mart. & Zucc., Cypripedium macranthos Sw., Centaurea diffusa Lam., Mesotaenium endlicherianum Nägeli, Roya anglica W. & G.S.West, Diplopterygium glaucum (Thunb. ex Houtt.) Nakai, Osmundastrum cinnamomeum (L.) C.Presl, Lygodium japonicum (Thunb.) Sw., Licania sprucei (Hook.fil.) Fritsch, Licania alba (Bernoulli) Cuatrec., Licania heteromorpha Benth., Chrysobalanus icaco L., Secale cereale L., Picea abies (L.) H.Karst., Prunus kansuensis Rehder, Silene chalcedonica (L.) E.H.L.Krause, Silene paradoxa L.)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 470609 records from 1017 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013746-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7yk62
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhapis L.f. ex Aiton",
 "HasCoordinate is true"
 ]
}

 The dataset includes 459 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068930-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrcadz
title: Occurrence Download

description: A dataset containing 36898 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lichen specimens of National Museum of Nature and Science (TNS)"
 ]
}

 The dataset includes 36898 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011471-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spld5l
title: Occurrence Download

description: A dataset containing 2025 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acrostichum danaeifolium Langsd. & Fisch."
 ]
}

 The dataset includes 2025 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013746-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jlfd1p
title: Occurrence Download

description: A dataset containing 2662 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemidactylus platyurus (Schneider, 1797)"
 ]
}

 The dataset includes 2662 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001848-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iucqqe
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Material sample"
 ]
 },
 "Country is Mexico",
 {
 "or" : [
 "TaxonKey is Lontra longicaudis (Olfers, 1818)",
 "TaxonKey is Lontra longicaudis annectens (Major, 1897)"
 ]
 }
 ]
}

 The dataset includes 218 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011472-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hfahj
title: Occurrence Download

description: A dataset containing 67759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podophyllum peltatum L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 67759 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058739-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy5ms2
title: Occurrence Download

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

 The dataset includes 1931 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072624-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4ymje
title: Occurrence Download

description: A dataset containing 276288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Odocoileus",
 "Year 2017-2025"
 ]
}

 The dataset includes 276288 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037496-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yxpsd
title: Occurrence Download

description: A dataset containing 197776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus"
 ]
}

 The dataset includes 197776 records from 508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037501-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcmc23
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Papilio erostratus",
 "Year 1965-2015"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037569-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/j0vt-j67p-330r
title: HIPPO-1 Multiple Enclosure Device for Unfractionated Sampling of Air (MEDUSA) Flask Data. Version 2.0

description: The Multiple Enclosure Device for Unfractionated Sampling of Air (MEDUSA) flask data contains measurements of O2, CO2, Ar/N2 13CO2, and C18O16O. The data were collected by the NCAR GV during HIPPO-1. The data are in NASA Ames format.
DOI: 10.15468/dl.zn39ae
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muhlenbergia schreberi",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037570-250920141307145/datasets/export for details.
DOI: 10.6084/m9.figshare.30260350
title: WES exon sample names

description: This repository contains a Excel file listing the sample names used for training the convolutional attention model for copy number variant (CNV) classification in whole-exome sequencing (WES). The file provides an explicit record of the training data identifiers to ensure transparency and reproducibility of the study. No raw genomic data are included here; only the sample IDs are provided.<br><br>
DOI: 10.6084/m9.figshare.30260350.v1
title: WES exon sample names

description: This repository contains a Excel file listing the sample names used for training the convolutional attention model for copy number variant (CNV) classification in whole-exome sequencing (WES). The file provides an explicit record of the training data identifiers to ensure transparency and reproducibility of the study. No raw genomic data are included here; only the sample IDs are provided.<br><br>
DOI: 10.15468/dl.zf28fn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryza sativa",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037571-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ek4epf
title: Occurrence Download

description: A dataset containing 37064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nautilida"
 ]
}

 The dataset includes 37064 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037572-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011456
title: Advancing methods for applying the results of clinical trials to data from medical insurance claims for patients taking anti-coagulants for non-valvular atrial fibrillation

description: Atrial fibrillation is a condition where the heart beats irregularly and often too fast. A common form of this condition, called non-valvular atrial fibrillation (NVAF), affects millions of people around the world. NVAF increases the risk of dangerous blood clots forming in the heart. These clots can travel to the brain and cause a stroke by blocking a blood vessel, or to other parts of the body, leading to serious complications.

To lower this risk, patients are usually prescribed blood-thinning medications known as anticoagulants. Warfarin was the traditional drug used for many years, it works by blocking the action of vitamin K which is required by the liver to produce certain blood clotting factors. However, newer medications—called direct oral anticoagulants (DOACs)—are now more commonly prescribed. DOACs work by directly targeting and inhibiting specific proteins involved in the clotting process. Two examples of these are dabigatran and edoxaban, which have been shown in clinical trials to be as effective as warfarin for preventing strokes in patients with NVAF.

However, clinical trials often involve very specific groups of people, which means the results may not always apply to everyone who takes the drug in the real world. Our research will focus on understanding how well the findings from two large clinical trials—RE-LY (which studied dabigatran) and ENGAGE-AF-TIMI 48 (which studied edoxaban)—can be applied to a broader group of people who were not part of those trials.

To do this, we will use a large database of U.S. medical insurance claims called the IBM MarketScan Research Databases. This database contains de-identified health information from millions of patients and will allow us to create a large group of people who would have been eligible to take either DOACs or warfarin. We will assess how the outcomes from this real-world group compare to those in the trial data and use advanced statistical techniques to simulate the trial results in the real-world group.

This work is important because it will help improve how results from clinical trials are used to guide treatment decisions for the wider population. It will also explore better ways to use real-world data to support future trials and patient care. Importantly, our methods use synthetic, computer-generated data and do not require linking personal information, so there is no risk of identifying individuals.

We will develop and test these methods to improve the accuracy and usefulness of trial results for patients who were not part of the original studies. This research has the potential to make clinical trial findings more relevant and helpful in everyday medical practice.
DOI: 10.15468/dl.3ke6ye
title: Occurrence Download

description: A dataset containing 12585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryza sativa",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12585 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037574-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jaaxz7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryza sativa",
 "Country is Rwanda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037575-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcebdk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryza sativa",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037576-250920141307145/datasets/export for details.
DOI: 10.15468/dl.qavmbj
title: Occurrence Download

description: A dataset containing 20519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Urocyon",
 "Year 2017-2025"
 ]
}

 The dataset includes 20519 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037577-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.