cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/711991db-d803-4388-8b0e-72893b314533.v5
title: Dataset "Rainfall Associated with Flood Fatalities in the Euro-Mediterranean Region (1980–2020, FFEM-DB)"

description: The dataset ‘Rainfall Associated with Flood Fatalities in the Euro-Mediterranean Region (1980–2020)’ links rainfall extracted from the MSWEP database to flood fatalities recorded in FFEM-DB. The FFEM-DB provides detailed information on each fatality, including geographical locations. The dataset includes rolling maximum precipitation values for multiple durations (3h, 6h, 12h, 24h, and 48h) and daily rainfall (5-day window) at each FF location, allowing for a detailed assessment of rainfall intensity leading to fatal flood events. The data support the findings of the peer-reviewed article: Papagiannaki, K., Kotroni, V., Lagouvardos, K., Diakakis, M. & Kyriakou, P. <em>Rainfall patterns and their association with flood fatalities across diverse Euro-Mediterranean regions over 41 years</em>. npj Nat. Hazards <strong>2</strong>, 39 (2025). https://doi.org/10.1038/s44304-025-00095-2<br>
DOI: 10.5519/qd.kyg95jji
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1832 records)
DOI: 10.5281/zenodo.15346710
title: AI-Driven Digital Archiving Systems: Metadata Trends 2024–2025

description: This project explores how artificial intelligence (AI) is influencing the structure and consistency of metadata in digital archiving systems. Metadata was collected from Open Library, Internet Archive, and Europeana, then analyzed using Microsoft Excel. Visualizations highlight trends in subject tagging and archive structure. The project also includes related article summaries and a recorded presentation.
DOI: 10.5281/zenodo.15346711
title: AI-Driven Digital Archiving Systems: Metadata Trends 2024–2025

description: This project explores how artificial intelligence (AI) is influencing the structure and consistency of metadata in digital archiving systems. Metadata was collected from Open Library, Internet Archive, and Europeana, then analyzed using Microsoft Excel. Visualizations highlight trends in subject tagging and archive structure. The project also includes related article summaries and a recorded presentation.
DOI: 10.5281/zenodo.15350720
title: AI-Driven Digital Archiving Systems: Metadata Trends 2024–2025

description: This project explores how artificial intelligence (AI) is influencing the structure and consistency of metadata in digital archiving systems. Metadata was collected from Open Library, Internet Archive, and Europeana, then analyzed using Microsoft Excel. Visualizations highlight trends in subject tagging and archive structure. The project also includes related article summaries and a recorded presentation.
DOI: 10.15468/dl.vzsaqh
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinolophus virgo K.Andersen, 1905"
 ]
}

 The dataset includes 540 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018112-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crfh2f
title: Occurrence Download

description: A dataset containing 931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Heloderma horridum (Wiegmann, 1829)"
 ]
}

 The dataset includes 931 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018111-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svvpy7
title: Occurrence Download

description: A dataset containing 25348 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum Marshall"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 24.1271113347408",
 "DecimalLatitude is less than or equal to 56.572699215132005",
 "DecimalLongitude is greater than or equal to -89.31544323258166",
 "DecimalLongitude is less than or equal to -51.73636965516586",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25348 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018109-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15207820
title: Daphnia infection and fitness database- KOMETS JM

description: r fitness data for experimental manuscript
DOI: 10.5281/zenodo.15207821
title: Daphnia infection and fitness database- KOMETS JM
DOI: 10.5281/zenodo.15350733
title: Daphnia infection and fitness database- KOMETS JM

description: r fitness data for experimental manuscript
DOI: 10.15468/dl.qm4u7e
title: Occurrence Download

description: A dataset containing 1152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-32.54804 35.83456,-23.66677 35.83456,-23.66677 40.9356,-32.54804 40.9356,-32.54804 35.83456))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidosaphes beckii (Newman, 1869)"
 ]
}

 The dataset includes 1152 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018110-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k76zz2
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is R44_OGEB_Triton_crêté_ODONAT_2021"
 ]
}

 The dataset includes 1022 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018113-250426092105405/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.28931030.v1
title: Code for developing and validating HIVE model for Appendicitis Prediction (XGBoost)

description: This repository contains the code and trained model for developing the <b>HIVE (History, Intake, Vitals, Examination)</b> machine learning model for predicting appendicitis in patients presenting with acute abdominal pain at the Emergency Department (ED).The HIVE model was developed using structured data derived from ED intake forms, vital signs, and clinical signs and symptoms extracted from free-text ED reports. These clinical features were either manually annotated or automatically extracted using a large language model (LLM), depending on the experiment.The codebase includes:Preprocessing scripts for merging structured and unstructured inputsFeature engineering and selection stepsModel development using XGBoostHyperparameter tuning via OptunaEvaluation procedures including AUROC calculation and bootstrapping for confidence intervalsThe repository also includes a <b>pickled version of the final trained model</b> (developed on 268 training cases), which can be used to generate appendicitis risk predictions on new patient data when provided with the appropriate input features.This repository is linked to the paper <b><i>LLM-automated extraction of clinical signs and symptoms from Emergency Department reports for machine learning prediction models</i></b>.
DOI: 10.15468/dl.kraej2
title: Occurrence Download

description: A dataset containing 884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Vincetoxicum rossicum (Kleopow) Barbar., Vincetoxicum rossicum (Kleopow) Barbar.)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Geometry POLYGON ((-79.63831 43.58051, -79.11582 43.58051, -79.11582 43.85533, -79.63831 43.85533, -79.63831 43.58051))"
 ]
}

 The dataset includes 884 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018114-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyvyhs
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Gabon",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gorilla gorilla gorilla",
 "Year 2006-2025"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018116-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72j78m
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Gabon",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gorilla gorilla gorilla",
 "Year 2006-2025"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018118-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfb4jh
title: Occurrence Download

description: A dataset containing 930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplura",
 "Year is greater than or equal to 1990",
 "Continent is Europe"
 ]
}

 The dataset includes 930 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018115-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nugkz6
title: Occurrence Download

description: A dataset containing 915029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 915029 records from 471 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018086-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/34asfv
title: Repication data for: Politicultural Linking: Inferences between Political and Apolitical Traits

description: Evidence concerning inferences between political and apolitical traits has grown exponentially in recent years. This thriving literature – dealing with research on political stereotypes and projection around sociodemographic, psychological, and lifestyle traits –, is disconnected and needs to be placed under a unifying framework. To achieve this, we introduce “Politicultural Linking”, a concept subsuming political inferences from apolitical cues and apolitical inferences from political cues. Through an extensive literature review of the works produced since 2009, we discuss and classify research on this topic, identifying common features, strengths, and weaknesses, and depicting a comprehensive conceptual framework. Moreover, we identify relevant gaps in the literature: the under-exploration of inferences involving lifestyle preferences, the overrepresentation of US-based studies, the overlooked role of projection, and the lack of non-survey-based research. Consequently, we aim to set the agenda for future studies on this topic.
DOI: 10.5281/zenodo.15239873
title: BAR (Dataset & Reproducibility Code for "Cross-platform Smartphone Positioning at Museums")

description: Dataset and supplementary material of the paper:

"Cross-platform Smartphone Positioning at Museums"

If you want to refer to this work, please cite this Zenodo entry as well as the published paper.

---------------------------------------

This entry contains two files:



"all.zip": Contains the dataset and all the code fore reproducibility, as described in the paper. 

"data.zip" - Contains just the raw data and the processed fingerprints.
DOI: 10.5281/zenodo.15239874
title: BAR (Dataset & Reproducibility Code for "Cross-platform Smartphone Positioning at Museums")

description: Dataset and supplementary material of the paper:

"Cross-platform Smartphone Positioning at Museums"

If you want to refer to this work, please cite this Zenodo entry as well as the published paper.

---------------------------------------

This entry contains two files:



"all.zip": Contains the dataset and all the code fore reproducibility, as described in the paper. 

"data.zip" - Contains just the raw data and the processed fingerprints.
DOI: 10.15468/dl.k9rg4s
title: Occurrence Download

description: A dataset containing 3187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Araucaria araucana (Molina) K.Koch"
 ]
}

 The dataset includes 3187 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018124-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydzmhk
title: Occurrence Download

description: A dataset containing 26354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Pulsatrix Kaup, 1848"
 ]
}

 The dataset includes 26354 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018122-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/4p45-xp65
title: Atmospheric simulation chamber study: desert dust + water + ice + None - Cloud study - 2010-10-04
DOI: 10.15468/dl.cmytnr
title: Occurrence Download

description: A dataset containing 331758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 331758 records from 617 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018085-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqxdxk
title: Occurrence Download

description: A dataset containing 3187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Araucaria araucana (Molina) K.Koch"
 ]
}

 The dataset includes 3187 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018125-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxr6rv
title: Occurrence Download

description: A dataset containing 302068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico, Canada)",
 "Geometry POLYGON((-65.44374 15.29266,-59.24788 46.50266,-135.14713 51.57376,-147.53884 21.89469,-89.45268 15.29266,-65.44374 15.29266))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphingidae",
 "Year 1980-2026"
 ]
}

 The dataset includes 302068 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007045-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hks48w
title: Occurrence Download

description: A dataset containing 7718864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "DatasetKey is Observation.org, Nature data from around the World",
 "GadmGid is NLD.14_1",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 7718864 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010910-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67ynbk
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Singapore, Malaysia, Indonesia)",
 "TaxonKey is Gymnura poecilura (Shaw, 1804)",
 "Year 2000-2024"
 ]
}

 The dataset includes 54 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011883-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/17g-rq8-8rp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cya-bs9-097
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/21j-wt0-cxx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76r-m3a-bc1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gt2-s7r-re2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6m2-mwr-xc7
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c97-dda-g0v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dn7-3we-vmb
title: Vitis vinifera L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hcx-fq3-lkg
title: Spirorutilus carinatus (d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jhw-nqp-bx9
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/86y-0rv-vn7
title: †Turbinolia cernua Michelin, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gvn-6bx-ttl
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rz2-v5b-fps
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ft-vdx-80r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lpm-y11-kc4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ywe-1vl-hcr
title: Pseudothurmannia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/51t-rjj-61c
title: †Rhynchonella Fischer de Waldheim, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxl-j8k-ls2
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wez-00e-v6b
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.c7vj5c
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022552-250811113504898/datasets/export for details.
DOI: 10.3535/dlb-6dq-zhv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mvy-r09-5xp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0l1-rf1-f50
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhh-rvz-6st
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p6h-zdn-8pq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v6p-b3f-w23
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnl-8zw-165
title: Eupatagus L. Agassiz in Agassiz & Desor, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vww-bc2-2fp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7tf-zjw-rwy
title: †Myophoria vulgaris (Schlotheim, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lt6-gjm-113
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25403/upresearchdata.29896133
title: Carotid atherosclerosis prevalence and the simplified screening tool development

description: The study was done in three phases, the phase one involved screening of carotid atherosclerosis among hypertensive patients from five hospitals in the country across all province aiming to identify the prevalence and the socio-economic characteristics of patient with atherosclerosis. In the phase one of the study, descriptive and inferential statistics were done logistic regression analysis were applied to identify potential socioeconomic factors linked to the carotid atherosclerosis among the targeted population. The second phase involved the scoping review of existing literature to identify available best practices. Eventually the contextualised screening tool was developed through a Delphi process that involve 33 experts from different geographical locations including Africa, and Europe and America.
DOI: 10.25403/upresearchdata.29896133.v1
title: Carotid atherosclerosis prevalence and the simplified screening tool development

description: The study was done in three phases, the phase one involved screening of carotid atherosclerosis among hypertensive patients from five hospitals in the country across all province aiming to identify the prevalence and the socio-economic characteristics of patient with atherosclerosis. In the phase one of the study, descriptive and inferential statistics were done logistic regression analysis were applied to identify potential socioeconomic factors linked to the carotid atherosclerosis among the targeted population. The second phase involved the scoping review of existing literature to identify available best practices. Eventually the contextualised screening tool was developed through a Delphi process that involve 33 experts from different geographical locations including Africa, and Europe and America.
DOI: 10.3535/4a0-zfd-etx
title: Phacops

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.