cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3y59zy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"SCIENTIFIC_NAME","value":"Sambuca nigra L.","matchCase":false},{"type":"equals","key":"COUNTRY","value":"Germany","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false},{"type":"or","predicates":[{"type":"equals","key":"STATE_PROVINCE","value":"Hessen","matchCase":false},{"type":"equals","key":"STATE_PROVINCE","value":"BADEN-WÜRTTEMBERG","matchCase":false}]},{"type":"equals","key":"YEAR","value":"2019","matchCase":false},{"type":"equals","key":"YEAR","value":"2020","matchCase":false},{"type":"equals","key":"YEAR","value":"2021","matchCase":false},{"type":"equals","key":"YEAR","value":"2022","matchCase":false},{"type":"equals","key":"YEAR","value":"2023","matchCase":false},{"type":"equals","key":"YEAR","value":"2024","matchCase":false},{"type":"equals","key":"YEAR","value":"2025","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"Human observation","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036194-250525065834625/datasets/export for details.
DOI: 10.15468/dl.sk2wtv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Eragrostis obtusa",
 "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/0036193-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ngc8xn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Eragrostis rigidior",
 "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/0036195-250525065834625/datasets/export for details.
DOI: 10.15468/dl.chmvda
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Eragrostis superba",
 "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/0036196-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29291780
title: <b>Pregnancy with osteogenesis imperfecta: A scoping review- protocol and proforma</b>

description: Pregnancy with osteogenesis imperfecta- a study protocol and proformaThe details of study design, protocol and proforma of searching literature are presented.
DOI: 10.6084/m9.figshare.29291780.v1
title: <b>Pregnancy with osteogenesis imperfecta: A scoping review- protocol and proforma</b>

description: Pregnancy with osteogenesis imperfecta- a study protocol and proformaThe details of study design, protocol and proforma of searching literature are presented.
DOI: 10.5281/zenodo.15641179
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250611n Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250611n Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15641180
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250611n Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250611n Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.s2fhqx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Semnodactylus wealii (Boulenger, 1882)",
 "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 ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036197-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15640891
title: Aligning foundation models on encoded synthetic omic data for patient stratification

description: The use of real world health data for Foundation Model training often comes with concerns due to the potential sharing of sensitive information. Synthetic data may prove to be one of the best assets to limit such concerns. In this manuscript, we introduce a new paradigm of training Foundation Models - generate synthetic data, encode it with a compression method and frequency-based mapping, and use these encoded data to align a Foundation Model. We demonstrate our pipeline on the task of colorectal cancer patient stratification into consensus molecular subtypes (CMS) using a decoder-only model. Evaluation of the aligned model on real data results in a balanced accuracy and F1 score of approximately 91%, competitive with baselines established by prior work leveraging real data as well as with models trained directly on synthetic data.

This repository contains the data used in the experiments and the results of LLM-finetuning in json form. The numbered folders in data.zip correspond to the seed that was used for generating the synthetic data.
DOI: 10.15468/dl.2u42sy
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "GadmGid is one of (IDN.30_1, IDN.31_1, IDN.32_1, IDN.1_1, IDN.17_1, IDN.16_1, IDN.3_1, IDN.24_1, IDN.5_1, IDN.8_1, IDN.30.5_1)",
 "TaxonKey is Ziziphus Mill."
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036198-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6w35vzhgrt
title: Effects of a Lamellar-Structured Ceramide-Containing Emulsion on the Skin Barrier Function of Surgical Nurses: A Randomized Controlled Trial

description: This dataset accompanies a randomized controlled trial that investigated the effects of a lamellar-structured ceramide-containing emulsion on the skin barrier function of surgical nurses. The study was conducted at a single medical center and included participants assigned to either an intervention group, which applied the emulsion daily, or a control group with no intervention.

Skin physiological parameters were measured at four time points: prior to the intervention (Pre), and on Day 1, Day 3, and Day 7. The recorded variables include:

Transepidermal Water Loss (TEWL)

Stratum corneum moisture content

Skin surface pH

Local skin temperature and humidity

Handwashing frequency

Glove type and hand hygiene method

Statistical analysis involved Wilcoxon signed-rank tests for within-group comparisons and Mann–Whitney U tests for between-group differences. Bonferroni correction was applied to adjust for multiple comparisons. The intervention group demonstrated a significant improvement in skin barrier function, as indicated by reductions in TEWL.

This dataset provides valuable evidence for skin care interventions in surgical and healthcare settings and can support further research in occupational dermatology and infection control.
DOI: 10.17632/6w35vzhgrt.1
title: Effects of a Lamellar-Structured Ceramide-Containing Emulsion on the Skin Barrier Function of Surgical Nurses: A Randomized Controlled Trial

description: This dataset accompanies a randomized controlled trial that investigated the effects of a lamellar-structured ceramide-containing emulsion on the skin barrier function of surgical nurses. The study was conducted at a single medical center and included participants assigned to either an intervention group, which applied the emulsion daily, or a control group with no intervention.

Skin physiological parameters were measured at four time points: prior to the intervention (Pre), and on Day 1, Day 3, and Day 7. The recorded variables include:

Transepidermal Water Loss (TEWL)

Stratum corneum moisture content

Skin surface pH

Local skin temperature and humidity

Handwashing frequency

Glove type and hand hygiene method

Statistical analysis involved Wilcoxon signed-rank tests for within-group comparisons and Mann–Whitney U tests for between-group differences. Bonferroni correction was applied to adjust for multiple comparisons. The intervention group demonstrated a significant improvement in skin barrier function, as indicated by reductions in TEWL.

This dataset provides valuable evidence for skin care interventions in surgical and healthcare settings and can support further research in occupational dermatology and infection control.
DOI: 10.15468/dl.nd7tb2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strongylopus bonaespei (Dubois, 1981)",
 "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 ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036200-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8ptse
title: Occurrence Download

description: A dataset containing 1576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hybopsis amnis (Hubbs & Greene, 1951)"
 ]
}

 The dataset includes 1576 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036201-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gcuxg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"SCIENTIFIC_NAME","value":"Sambucus nigra L.","matchCase":false},{"type":"equals","key":"COUNTRY","value":"Germany","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false},{"type":"or","predicates":[{"type":"equals","key":"STATE_PROVINCE","value":"Hessen","matchCase":false},{"type":"equals","key":"STATE_PROVINCE","value":"BADEN-WÜRTTEMBERG","matchCase":false}]},{"type":"greaterThanOrEquals","key":"YEAR","value":"2019","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"Human observation","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036202-250525065834625/datasets/export for details.
DOI: 10.17632/92hfxr6hn7
title: Supplementary Materials_JAAD

description: Supplementary Materials_JAAD
DOI: 10.17632/92hfxr6hn7.1
title: Supplementary Materials_JAAD

description: Supplementary Materials_JAAD
DOI: 10.15468/dl.3aggcp
title: Occurrence Download

description: A dataset containing 3379240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((7.740185151391319 46.230763990153555, 6.599004007275941 45.8173478712273, 6.797470293209048 45.31367756679557, 6.524579150051024 45.086428260474364, 6.772662007467411 44.363773578145725, 7.318444293783461 43.685936746056726, 7.616143722683125 43.43425408612773, 8.769729009669325 44.01690444374429, 9.38993615321029 43.71284038302253, 9.439552724693568 43.253837195021795, 8.620879295219494 42.7458186455192, 8.13711772325754 42.28868340363734, 8.385200580673926 41.5410350129827, 8.062692866032622 41.01902774384238, 7.963459723066067 40.58711603897211, 8.09990529464508 39.43761363046248, 8.186734294740816 38.85079029515595, 9.104640867181445 38.356419946731144, 11.324982441058108 38.502176425291466, 12.267697299240377 37.61340927072079, 14.426018158762945 36.6442553745758, 15.778069731682253 36.47487635492545, 18.643426734841515 39.111135190976825, 18.74265987780807 40.379556729128055, 18.048027877042188 41.476012505598575, 15.046225302303913 42.95497741496687, 13.408878443355754 44.50548825580327, 12.78867129981479 45.22638140091311, 14.252360158571474 45.644178571805114, 14.165531158475734 46.30793537351912, 13.892640015317712 46.76018578876564, 12.701842299719054 47.31810324744962, 10.965262297804347 47.090569395134985, 9.737252153593232 46.86205932031457, 9.737252153593232 46.55585973078065, 8.757324866798502 46.47049596776403, 8.248755009094909 46.53879770467165, 7.740185151391319 46.230763990153555))",
 "Year is greater than or equal to 2021",
 "License is one of (CC0 1.0, CC-BY 4.0)"
 ]
}

 The dataset includes 3379240 records from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036176-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15511429
title: Assessment of Fatty Acids, Minerals, AFM1, Caseins and Whey Proteins in Goat Milk
DOI: 10.5281/zenodo.15511430
title: Assessment of Fatty Acids, Minerals, AFM1, Caseins and Whey Proteins in Goat Milk
DOI: 10.15468/dl.9xs2du
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Lacerta monticola Boulenger, 1905"
 ]
}

 The dataset includes 144 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036205-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvy6t2
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "Geometry POLYGON((80 40,91 40,91 49,80 49,80 40))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cygnus olor (J.F.Gmelin, 1789)",
 "Year 2023-2025"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036203-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/664bxtcw3r
title: The impact of organizational capabilities and industry drivers on the level of marketing channels integration

description: This study aims to investigate how internal obstacles and external industry drivers affect the level of channels integration. This is the dataset (raw data) collected in the quantitative study (in Polish / in original language of the study) among 412 firms operating in over 20 diverse industries and offering both online and offline channels.
DOI: 10.17632/664bxtcw3r.1
title: The impact of organizational capabilities and industry drivers on the level of marketing channels integration

description: This study aims to investigate how internal obstacles and external industry drivers affect the level of channels integration. This is the dataset (raw data) collected in the quantitative study (in Polish / in original language of the study) among 412 firms operating in over 20 diverse industries and offering both online and offline channels.
DOI: 10.17632/7tgrck3jw6
title: Social support of informal caregivers and its relationship with quality of life

description: Chronic diseases are increasing exponentially worldwide. Associated with aging and dependency, they heighten the need for caregivers, who, due to the demands of caregiving, experience a reduced quality of life and greater burden. To cope with these challenges, social support is essential.
DOI: 10.17632/7tgrck3jw6.2
title: Social support of informal caregivers and its relationship with quality of life

description: Chronic diseases are increasing exponentially worldwide. Associated with aging and dependency, they heighten the need for caregivers, who, due to the demands of caregiving, experience a reduced quality of life and greater burden. To cope with these challenges, social support is essential.
DOI: 10.17632/n4zfgcdwrm.2
title: Compilation of thermal physiology data under acclimatization in viviparous lizard Sceloporus bicanthalis

description: The increase in global temperatures threaten the persistence of viviparous lizard populations in habitats at high elevations. These isolated populations of mountain “mainland islands” exhibit wider temperature oscillations (Janzen’s hypothesis) that exceed thermal tolerance compared to populations at lower. We ask if broader thermal tolerance is beneficial for a species to cope with rising temperatures as predicted in future climate scenarios. We analyzed field and laboratory data under to acclimatization experiment.
DOI: 10.15468/dl.xtpx3a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"SCIENTIFIC_NAME","value":"Sambucus nigra L.","matchCase":false},{"type":"equals","key":"COUNTRY","value":"Germany","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false},{"type":"or","predicates":[{"type":"equals","key":"STATE_PROVINCE","value":"Hessen","matchCase":false},{"type":"equals","key":"STATE_PROVINCE","value":"BADEN-WÜRTTEMBERG","matchCase":false}]},{"type":"greaterThanOrEquals","key":"YEAR","value":"2019","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"Human observation","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036206-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15640874
title: Supplementary_tables_Thesis_AMattia
DOI: 10.15468/dl.kebn7n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strongylopus bonaespei (Dubois, 1981)",
 "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/0036207-250525065834625/datasets/export for details.
DOI: 10.17632/hn3vms9dk6.1
title: Facial Skin Phenotyping via Artificial Intelligence and Multispectral Imaging: A Heritability Perspective - Supplementary material

description: Supplementary information for the article "Facial Skin Phenotyping via Artificial Intelligence and Multispectral Imaging: A Heritability Perspective" sent for publication in the Journal of the American Academy of Dermatology
DOI: 10.5281/zenodo.15641196
title: wt headless, tailless, headtailless trajectories
DOI: 10.5281/zenodo.15641197
title: wt headless, tailless, headtailless trajectories
DOI: 10.17632/d4fdxwkdxj.1
title: Impact of ocean currents on surface waves generated by tropical cyclone: Output data

description: Output files from coupled MOM6-WW3 and standalone WW3 simulations. The first number in the file names (1000 m) shows the baythymetry, the second shows the radius of maximum wind, the third the translation speed and the fourth the maximum wind speed. Suffix of 'ilt-eu' means that the file comes from the simulation with KPP-iLT mixing scheme and the Eulerian current. Suffix of 'eu' means that the file comes from the simulation with KPP-LT and Eulerian currents. Suffix of 'ilt' means that the file comes form the simulation with KPP-iLT and Lagrangian currents. No suffix means that the file comes from the simulation with KPP-LT and Lagrangian currents. Suffix of 'nc' means that the file comes from a standalone WW3 simulation.
DOI: 10.15468/dl.fj7v22
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Trinomys eliasi (Pessôa & Reis, 1993)"
 ]
}

 The dataset includes 30 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036208-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scjzhz
title: Occurrence Download

description: A dataset containing 2493228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((13.979469015413454 54.509628272449554, 13.892640015317719 52.849483279874626, 14.215147729959025 52.23846372750033, 14.63688858756688 50.975172409841555, 14.84775901637081 50.622375205989854, 17.70071187665926 49.66049932767976, 19.288442164124138 49.224978723737806, 20.776939308622456 48.891719647210785, 22.76160216795355 48.850925380685624, 23.493446597331886 49.07894500635489, 23.939995740681383 50.10011363901542, 24.647031884318086 50.77950280019512, 24.36173659828924 51.14668249489636, 24.237695169581052 51.86469700750459, 23.952399883552207 52.38255326572524, 24.398949026901697 52.901888601786695, 23.927591597810565 53.63628636288571, 23.85316674058565 54.271289388692644, 23.23295959704468 54.53842381973014, 21.54599616661325 54.524028584462314, 19.015551020966107 54.939432853712425, 17.365800019147137 55.258801855656124, 13.979469015413454 54.509628272449554))",
 "Year is greater than or equal to 2021",
 "License is one of (CC0 1.0, CC-BY 4.0)"
 ]
}

 The dataset includes 2493228 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036179-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bsvj6x9fhh.1
title: Sentiment Analysis Dataset: User Reviews of New & Refurbished iPads on Amazon

description: The dataset consists of 13,862 customer reviews across 224 models of new and Refurbished iPads, which were extracted from Amazon using the Selenium WebDriver in a Java environment.
DOI: 10.15468/dl.2ccq38
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Euclea undulata",
 "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/0036210-250525065834625/datasets/export for details.