cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5518/1467
title: Dataset for a randomised factorial experiment to optimise an information leaflet for women with breast cancer

description: Most women with breast cancer are prescribed adjuvant endocrine therapy (AET) to prevent recurrence and mortality, but adherence is low. Negative beliefs about the necessity of AET and high concerns are barriers to adherence. We aimed to optimize the content of an information leaflet intervention, to support AET beliefs. We conducted an online screening experiment using a 2^5 factorial design to optimize the leaflet. The leaflet had five candidate components, each operationalised as factors with two levels; 1) diagrams about AET mechanisms (on/off); 2) infographics displaying AET benefits (enhanced/basic); 3) AET side-effects (enhanced/basic); 4) answers to AET concerns (on/off); 5) breast cancer survivor (patient) input: quotes and photographs (on/off). Healthy adult women (n=1604), recruited via a market research company, were randomized to one of 32 experimental conditions, which determined the combination of components received. Participants completed the beliefs about medicines questionnaire before and after viewing the leaflet. After viewing the leaflet, participants also completed a modified version of the satisfaction with information about medicines questionnaire to assess their satisfaction with information received about AET, and eight true/false questions about AET, to assess their knowledge about AET after reading the leaflet.
DOI: 10.5281/zenodo.18201629
title: Dataset for Mechanistic Machine Learning for Biomass Pyrolysis

description: This dataset supports the article “Mechanistic Machine Learning for Biomass Pyrolysis: Integrating Lignocellulosic Structure, Thermal Severity, and Multi-Objective Optimization for Organic Bio-Oil Yield.” It contains experimental and derived data related to biomass pyrolysis, including lignocellulosic structural characteristics, thermal severity parameters, and resulting product yields. The data were used to develop and validate mechanistic machine learning models and to perform multi-objective optimization aimed at maximizing organic bio-oil yield. The dataset is provided in Excel format (Data.xlsx) and is intended to facilitate reproducibility, model benchmarking, and further research in biomass conversion and data-driven process optimization.

This is a derived dataset created from the original dataset published by https://doi.org/10.1016/j.fuel.2025.135000. The data were processed, additional features were added, and reformatted; no new data were collected.
DOI: 10.5281/zenodo.18201630
title: Dataset for Mechanistic Machine Learning for Biomass Pyrolysis

description: This dataset supports the article “Mechanistic Machine Learning for Biomass Pyrolysis: Integrating Lignocellulosic Structure, Thermal Severity, and Multi-Objective Optimization for Organic Bio-Oil Yield.” It contains experimental and derived data related to biomass pyrolysis, including lignocellulosic structural characteristics, thermal severity parameters, and resulting product yields. The data were used to develop and validate mechanistic machine learning models and to perform multi-objective optimization aimed at maximizing organic bio-oil yield. The dataset is provided in Excel format (Data.xlsx) and is intended to facilitate reproducibility, model benchmarking, and further research in biomass conversion and data-driven process optimization.

This is a derived dataset created from the original dataset published by https://doi.org/10.1016/j.fuel.2025.135000. The data were processed, additional features were added, and reformatted; no new data were collected.
DOI: 10.15468/dl.9rvcfc
title: Occurrence Download

description: A dataset containing 4648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salix alba"
 ]
}

 The dataset includes 4648 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011586-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3bg9b
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is A database of fish fauna in Kitakyushu metropolitan area",
 "TaxonKey is Silurus asotus"
 ]
}

 The dataset includes 100 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011587-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6k37c
title: Occurrence Download

description: A dataset containing 11786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhus ovata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11786 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011588-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vtpycn
title: Swiss National Coleoptera Databank

description: Occurrences : https://www.gbif.org/occurrence/search?dataset_name=https://doi.org/10.15468/vtpycnThis dataset is maintained by info fauna (National Data and Information Centre of Swiss Fauna), a member of InfoSpecies. It includes records of the Coleoptera pro parte (Aderidae, Anthicidae, Anthribidae (non-native species only), Biphyllidae, Bostrichidae, Buprestidae, Byrrhidae, Byturidae, Cantharidae, Carabidae, Cerambycidae, Cerophytidae, Cerylonidae (non-native species only), Chrysomelidae Ophraella communa, Ciidae (non-native species only), Clambidae, Cleridae, Coccinellidae, Curculionidae Platypodinae and Scolytinae, Dascillidae, Dermestidae, Derodontidae, Dryopidae, Dytiscidae, Elateridae, Elmidae, Eucnemidae, Georissidae, Geotrupidae, Glaphyridae, Gyrinidae, Haliplidae, Helophoridae, Heteroceridae, Histeridae, Hydraenidae, Hydrochidae, Hydrophilidae, Hygrobiidae, Laemophloeidae (non-native species only), Lampyridae, Lucanidae, Lycidae, Melandryidae, Meloidae, Melyridae, Mycetophagidae, Mycteridae, Nosodendridae, Noteridae, Ochodaeidae, Oedemeridae, Prostomidae, Psephenidae, Ptilodactylidae, Ptinidae, Pyrochroidae, Pythidae, Ripiphoridae, Salpingidae, Scarabaeidae, Scirtidae, Silvanidae (non-native species only), Spercheidae, Sphaeritidae, Tenebrionidae, Tetratomidae, Thanerocleridae, Throscidae, Trogidae, Trogossitidae, Zopheridae) from Switzerland and the adjacent area. Data sources include field observations provided by a large network of volunteer collaborators, environmental impact studies, national inventories and red lists, literature and academic work. The period covered by the data extends from 1770 to the present day. All data provided have been subject to a validation procedure. Info fauna thanks the following partners for their involvement: Yves Gonseth, Christian Monnerat.
DOI: 10.15468/nmhuth
title: Swiss National Butterflies and Forester Moths Databank

description: Occurrences : https://www.gbif.org/occurrence/search?dataset_name=https://doi.org/10.15468/nmhuthThis dataset is maintained by info fauna (National Data and Information Centre of Swiss Fauna), a member of InfoSpecies. It includes records of the butterflies (Papilionoidea: Hesperiidae, Lycaenidae, Nymphalidae, Papilionidae, Pieridae) and forester moths (Zygaenidae)from Switzerland and the adjacent area. Data sources include field observations provided by a large network of volunteer collaborators, environmental impact studies, national inventories and red lists, literature and academic work. The period covered by the data extends from 1775 to the present day. All data provided have been subject to a validation procedure. Nomenclature largely follows Wiemers et al. (2018 : https://doi.org/10.3897/zookeys.811.28712) for butterflies, as well as SwissLepTeam (2010) for Zygaenidae. Info fauna thanks the following partners for their involvement: Yves Gonseth.
DOI: 10.15468/vvkaem
title: Swiss National Owlflies Databank

description: Occurrences : https://www.gbif.org/occurrence/search?dataset_name=https://doi.org/10.15468/vvkaemThis dataset is maintained by info fauna (National Data and Information Centre of Swiss Fauna), a member of InfoSpecies. It includes records of the Owlflies (Neuroptera Ascalaphidae) from Switzerland and the adjacent area. Data sources include field observations provided by a large network of volunteer collaborators, environmental impact studies, national inventories and red lists, literature and academic work. The period covered by the data extends from 1879 to the present day. All data provided have been subject to a validation procedure.
DOI: 10.15468/py4mm5
title: Genetic structure of Lobaria pulmonaria in the Alps as a result of post-glacial recolonization history

description: Data : https://www.gbif.org/occurrence/search?dataset_id=https://doi.org/10.15468/py4mm5https://doi.org/10.13158/heia.31.1.2018.650
DOI: 10.15468/dl.6x966e
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteroxygonum giraldii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 322 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011590-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9uzuej
title: Swiss National Diplopoda Databank

description: Occurrences : https://www.gbif.org/occurrence/search?dataset_name=https://doi.org/10.15468/9uzuejThis dataset is maintained by info fauna (National Data and Information Centre of Swiss Fauna), a member of InfoSpecies. It includes records of the Diplopoda (Orders Callipodida, Chordeumatida, Glomerida, Julida, Polydesmida, Polyxenida) from Switzerland and the adjacent area. Data sources include field observations provided by a large network of volunteer collaborators, environmental impact studies, national inventories and red lists, literature and academic work, such as the PhD Thesis of Ariane Pedroli. The period covered by the data extends from 1846 to the present day. All data provided have been subject to a validation procedure. Info fauna thanks the following partners for their involvement: Ariane Pedroli.
DOI: 10.15468/ajkhha
title: Swiss National Bryophyte Databank

description: This dataset is maintained by Swissbryophytes (National Data- and Information Center of Swiss Bryophytes, formerly "National Inventory of Swiss bryophytes", NISM). We are a member of InfoSpecies. The dataset includes records of Bryophytes (Anthocerotophyta, Bryophyta, Marchantiophyta) from Switzerland and the adjacent area. Data sources include official herbaria and private collections from a large network of volunteer collaborators, inventories (National Inventory of Swiss bryophytes NISM, Red List strategy), national monitoring projects (Biodiversity Monitoring Switzerland BDM, Monitoring the Effectiveness of Habitat Conservation in Switzerland WBS), environmental impact studies, academic work and literature. The records are in general based on specimens. The period covered by the data extends from 1800 to the present day.
DOI: 10.15468/mscf85
title: Swiss National Databank of Mayflies, Stoneflies and Caddiesflies

description: This dataset includes records of the Ephemeroptera, Trichoptera and Plecoptera from Switzerland and the adjacent area. Data sources include museum collections, field observations provided by a small network of volunteer collaborators, cantonal and federal monitoring programs (water quality, river restoration effects) as well as national inventories (Red list strategy). All data provided have been subject to a validation procedure.
DOI: 10.15468/dl.3qh6ac
title: Occurrence Download

description: A dataset listing the 12 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaires Aéro Biodiversité - DOL - Aéroport de Deauville-Inventaires Aéro Biodiversité - DOL - EPOC 7"
 ]
}

 The dataset's 12 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011573-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/ap6s-jr56
title: Citizen science derived spatiotemporal (2020-2025) microplastic accumulation data for Tortuga Bay, Galápagos Islands

description: This dataset documents the spatiotemporal accumulation of beach microplastics (&gt;1 mm) on Tortuga Bay, Santa Cruz, Galápagos Islands. Suspected particles (3,377) were collected using a simple citizen science methodology which employed a standard unit (50 x 50 cm quadrat), sampled to a standardised depth (5 cm) at a known location (strandline or turtle nesting zone) and time (2020 to 2025). Attenuated Total Reflectance Fourier-transform Infrared (ATR-FTIR) spectroscopy, evaluated against a hand-held near-infrared (NIR) spectrometer (PlasTell), verified that 92.77% of particles had been correctly identified by citizen scientists (local teenagers from the Molas Ecology Club of ECOS - Educación para Comunidades Sostenibles) as plastic, with a mean concentration of 145.29 ± 23.57 particles m<sup>-2</sup>, primarily low density polyethylene (72.51%) and polypropylene (22.44%) fragments. Microplastic accumulation increased temporally in 2024 (290.88 ± 73.76 particles m<sup>-2</sup>) coinciding with the El Niño-Southern Oscillation in the Pacific Ocean, as well as spatially at the turtle nesting zone at the back of the beach, with elevated composition of preproduction pellets 'nurdles' (234.59 ± 42.25 particles m<sup>-2</sup>; 22.54% respectively). This data demonstrates how technology-aided citizen science approaches can support regional monitoring capabilities across environmentally dynamic and remote island systems. This work forms part of the Pacific Plastic: Science to Solutions network, funded by Global Challenges Research Fund (GCRF) grant 'Reducing the impacts of plastic waste in the Eastern Pacific Ocean' (NERC grant reference NE/V005448/1).
DOI: 10.5281/zenodo.18482279
title: Stable soap bubble clusters with multiple torus bubbles: getting a bit more exotic

description: More examples of stable soap bubble clusters with multiple torus bubbles already published on Zenodo.





Surface Evolver configuration files allowing to get stable soap bubble clusters with multiple torus bubbles. Surface Evolver website: https://kenbrakke.com/evolver/evolver.html

Stable soap bubble clusters from the simulations using the previous configuration files (coarse and fine discretizations).

Multimaterial meshes versions of Surface Evolver dump files. MultiTracker format: http://www.cs.columbia.edu/cg/multitracker/

Python script to generate Surface Evolver configuration files.

Python script to view the clusters independently of Surface Evolver. Use of Polyscope: https://polyscope.run/



The compressed tarball README.txz only contrains the tex/bib files and figures to generate README.pdf
DOI: 10.15468/dl.yuwjd9
title: Occurrence Download

description: A dataset containing 37944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Castanea sativa"
 ]
}

 The dataset includes 37944 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011594-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32zj5m
title: Occurrence Download

description: A dataset containing 7922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria japonica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 7922 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011595-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18482362
title: Microbiome Diversity in Pancreatic Surgery: Associations with Preoperative Stenting and Postoperative Outcomes
DOI: 10.5281/zenodo.18482363
title: Microbiome Diversity in Pancreatic Surgery: Associations with Preoperative Stenting and Postoperative Outcomes
DOI: 10.15468/dl.j3hqs3
title: Occurrence Download

description: A dataset containing 3008437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tachybaptus ruficollis"
 ]
}

 The dataset includes 3008437 records from 2222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011527-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6ebmq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puntius vittatus",
 "Country is Maldives",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007660-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgpzg4
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017233-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muqtna
title: Occurrence Download

description: A dataset containing 1437162413 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1437162413 records from 17328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000801-170822121629195/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vcl-9a7-m1d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zpb-mmm-484
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gd1-fzn-1k0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jpv-0dj-v1q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9cw-lwe-hxp
title: Aetideus acutus Farran, 1929

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gct-avv-ts5
title: Eucalanus elongatus elongatus (Dana, 1853-1855)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7aw-d13-py6
title: Heterostylites major (Dahl F., 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5mr-b93-m4c
title: Subeucalanus mucronatus (Giesbrecht, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zda-k7j-a54
title: Farrania frigida (Wolfenden, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3hj-yyd-zpc
title: Aetideus acutus Farran, 1929

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psq-qts-szf
title: Farrania frigida (Wolfenden, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nkk-ygt-6pf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vcr-hnn-7yp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ynm-13s-yqc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fa4-vbn-qe5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kh5-ehx-thh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ra-6pk-k1m
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yt5-ttf-9pw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9c5-6yk-nzz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ly-11a-a80
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l17-kxe-1a8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4c3-k4y-3cb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e3p-skt-02s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hrb-ndd-cba
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jj6-33g-5h4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jnr-7ec-rvk
title: Paraheterorhabdus farrani (Brady, 1918)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15834780
title: Georeferenced industrial sites with fuel demand and excess heat potential

description: The repository contains fuel demand and excess heat potentials for georeferenced sites.

Reupload of data from the linked GitLab repository. From the repository description:





In this repository are over 5000 georeferenced industrial sites of energy-intensive industry sectors published,

together with GHG-emissions, production capacity, fuel demand and excess heat potentials calculated from emission 

and production data.
DOI: 10.5281/zenodo.15834781
title: Georeferenced industrial sites with fuel demand and excess heat potential

description: The repository contains fuel demand and excess heat potentials for georeferenced sites.

Reupload of data from the linked GitLab repository. From the repository description:





In this repository are over 5000 georeferenced industrial sites of energy-intensive industry sectors published,

together with GHG-emissions, production capacity, fuel demand and excess heat potentials calculated from emission 

and production data.
DOI: 10.3535/8l3-16r-9vt
title: Macandrewella joanae Scott A., 1909

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yl1-vmv-f6h
title: Animalia

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