cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/8dh-me0-6e0
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wf8-z0z-0w7
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rm1-yyz-07b
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x36-ghr-2e1
title: †Gemelliporina punctata (Canu & Bassler, 1919)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8x-var-mfw
title: †Alveolina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9a-tjw-gas
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wy7-j9g-czn
title: Antropora Norman, 1903

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kfq-gnp-hl5
title: Smittoidea ophidiana (Waters, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wqw-yp7-9cr
title: Odontoporella Héjjas, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v5s-yxh-5ch
title: Porella Gray, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cpb-hxy-6n3
title: †Oolopygus d'Orbigny, 1857

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ylv-whs-9vl
title: Margaretta Gray, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6dh-pmj-jhr
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j4a-9g3-hca
title: Haplota clavata (Hincks, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hg9-vxj-zmt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ym-thj-ryg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdj-7ms-6g2
title: Ekebergia Sparrm.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c37-1lq-078
title: Iris Tourn. ex L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y41-l6n-mme
title: Quercus robur subsp. robur

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2c2-5y1-aae
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0kc-t9k-5c2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/81p-b6t-wps
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b96-qaf-ww3
title: Canda Lamouroux, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xfn-sh9-43h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5524/102752
title: Supporting data for "Foundation Model of Electronic Medical Records for Adaptive Risk Estimation"

description: Hospitals struggle to predict critical outcomes. Traditional early warning systems, like NEWS and MEWS, rely on static variables and fixed thresholds, limiting their adaptability, accuracy, and personalization. We previously developed the Enhanced Transformer for Health Outcome Simulation (ETHOS), an AI model that tokenizes patient health timelines (PHTs) from EHRs and uses transformer-based architectures to predict future PHTs. ETHOS is a versatile framework for developing a wide range of applications.<br>In this work, we develop the Adaptive Risk Estimation System (ARES) that leverages ETHOS to compute dynamic, personalized risk probabilities for clinician-defined critical events. ARES also features a personalized explainability module that highlights key clinical factors influencing risk estimates. We evaluated ARES using the MIMIC-IV v2.2 dataset together with its Emergency Department (ED) extension and benchmarked performance against both classical early warning systems and contemporary machine learning models. The entire dataset was tokenized resulting in 285,622 PHTs (63% with at least one hospital admission), comprising over 357 million tokens. ETHOS outperformed benchmark models in predicting hospital admissions, ICU admissions, and prolonged stays, achieving superior AUC scores. Its risk estimates were robust across demographic subgroups, with calibration curves confirming model reliability. The explainability module provided valuable insights into patient-specific risk factors.<br>ARES, powered by ETHOS, advances predictive healthcare AI by delivering dynamic, real-time, personalized risk estimation with patient-specific explainability. Although our results are promising, the clinical impact remains uncertain. Demonstrating ARESs true utility in real-world settings will be the focus of our future work.
DOI: 10.3535/zyh-x33-0bl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2cz-y9y-2kv
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bpg-zkg-6jc
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10c-t2m-d1j
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n9a-6t5-2r6
title: †Tremogasterina Canu, 1911

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4jz-efd-kny
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lc2-8hz-286
title: †Hagenowinella odontophora (von Hagenow, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.5h2dx7
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019281-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4rr-wx5-ggt
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lgf-fk1-abb
title: Schizomavella (Schizomavella) auriculata (Hassall, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/37c-lt7-t1l
title: Cellaria Ellis & Solander, 1786

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5rs-tc0-001
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7929/issda/mvbnhd
title: Healthy Ireland Survey, 2021

description: The annual Healthy Ireland Survey provides an up-to-date picture of the nation’s health along with a robust and credible baseline set of data on a range of health behaviours which have significant impact on individual health outcomes. These data are being used by the Department of Health to inform current and future policy direction and programme development and implementation. The Survey reports on many lifestyle behaviours such as smoking, alcohol consumption, physical activity, active travel, weight management, diet and nutrition, health service utilization patterns, dental health, chronic disease incidence, mental health, sleep patterns,dementia awareness, caring responsibilities, women’s health and sexual health. Some modules are repeated every year (e.g. smoking, demographics, chronic conditions), however, the majority of modules are being repeated on a 2-4 year cycle, allowing the Survey to ask a wider variety of questions. The Questionnaire for each year therefore varies substantially (but not completely) from the year before; researchers should be aware of that. Since 2014, the Healthy Ireland Survey has been administered on an annual basis by Ipsos- MRBI on behalf of the Department of Health. Please note that the mode of data collection was different in 2021 to previous years. This introduces the potential of what is known as mode effect (data not being fully comparable due to a change between two data collection approaches – in this case from in-person to over the telephone). While it is important to note this caution, it is the considered opinion of the researchers that any impact is minimal, unless clearly stated within the 2021 report.
DOI: 10.3535/40b-sxl-78h
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vq1-bqj-82v
title: Naticidae Guilding, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3z0-j6n-py0
title: Crisia denticulata (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hlf-y9g-s00
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7db-ckg-bqs
title: Leopoldia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ckl-7c4-9mp
title: Nellia tenella (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mdw-gdx-ypx
title: Membranipora de Blainville, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dw0-mg0-b84
title: Peronella lesueuri (L. Agassiz, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pmwb89
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Naria turdus",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019282-250811113504898/datasets/export for details.
DOI: 10.3535/59p-glb-pkv
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/th4-kvk-e9j
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/13w-leq-raq
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v68-dwv-7ax
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2k6-60q-fvn
title: Pasythea Lamouroux, 1812

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/95z-y39-lqt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10z-vz9-re1
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/say-tjn-lfs
title: Cnidaria

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

description: A dataset containing 8 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 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024256-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ah5wd
title: Occurrence Download

description: A dataset containing 23009522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 23009522 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151571-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f3jha
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Status, ecología y conservación de loros Amazona en el Noreste de México"
 ]
}

 The dataset includes 220 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054588-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnj56y
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/0014247-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpdc7w
title: Occurrence Download

description: A dataset containing 8 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 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028980-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hj2c8e
title: Occurrence Download

description: A dataset listing the 527 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is ForestCheck Invertebrates"
 ]
}

 The dataset's 527 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044119-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryge5h
title: Occurrence Download

description: A dataset containing 743734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bubo virginianus (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 743734 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201240-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydwvgj
title: Occurrence Download

description: A dataset containing 8 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 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063903-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrgrxe
title: Occurrence Download

description: A dataset containing 29581 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ForestCheck Invertebrates"
 ]
}

 The dataset includes 29581 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044117-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b0wtp4
title: Occurrence Download

description: A dataset containing 897060772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 897060772 records from 16573 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034024-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17911457
title: Play2Act 2 Survey Responses

description: Responses from 75k+ survey sessions covering mobile game player's opinions and behaviours on the topics of climate change and 'green' (environmental) content in games. Run in the summer of 2025 as part of the GREAT Project by PlanetPlay and game studio partners.
DOI: 10.5281/zenodo.17911458
title: Play2Act 2 Survey Responses

description: Responses from 75k+ survey sessions covering mobile game player's opinions and behaviours on the topics of climate change and 'green' (environmental) content in games. Run in the summer of 2025 as part of the GREAT Project by PlanetPlay and game studio partners.
DOI: 10.7910/dvn/fjbvna
title: Replication Data for: Architecture in management and organization studies: From field-engaged integrative systematic review to a sociomaterial circuit framework

description: This dataset contains the curated literature review database and analytical artefacts supporting the article “Architecture in Organization Studies: From a Field-Engaged Integrative Systematic Review to a Sociomaterial Circuit Framework”, currently under review.
DOI: 10.5281/zenodo.18745858
title: GdMn2O5 E-field induced switching across spin reorientation transition
DOI: 10.5281/zenodo.18745859
title: GdMn2O5 E-field induced switching across spin reorientation transition
DOI: 10.5281/zenodo.18745904
title: Tracing isotopically labeled selenium nanoparticles in plants via single-particle ICP-mass spectrometry

description: Agronomic biofortification using selenium nanoparticles (SeNPs) shows potential for addressing selenium defi­ciency but further research on SeNPs-plants interaction is required before it can be effectively used to improve nutritional quality. In this work, single-particle inductively coupled plasma-mass spectrometry (SP-ICP-MS) was used for tracing isotopically labeled SeNPs (82SeNPs) in Oryza sativa L. tissues. For this purpose, SeNPs with natural isotopic abundance and 82SeNPs were synthesized by a chemical method. The NPs characterization by transmission electron microscopy (TEM) confirmed that enriched NPs maintained the basic properties of unla­beled NPs, showing spherical shape, monodispersity, and sizes in the nano-range (82.8 ± 6.6 nm and 73.2 ± 4.4 nm for SeNPs and 82SeNPs, respectively). The use of 82SeNPs resulted in an 11-fold enhancement in the detection power for ICP-MS analysis, accompanied by an improvement in the signal-to-background ratio and a reduction of the size limits of detection from 89.9 to 39.9 nm in SP-ICP-MS analysis. This enabled 82SeNPs to be tracked in O. sativa L. plants cultivated under foliar application of 82SeNPs. Tracing studies combining SP-ICP-MS and TEM- energy-dispersive X-ray spectroscopy data confirmed the uptake of intact 82SeNPs by rice leaves, with most NPs remaining in the leaves and very few particles translocated to shoots and roots. Translocation of Se from leaves to roots and shoots was found to be lower when applied as NPs compared to selenite application. From the size distributions, as obtained by SP-ICP-MS, it can be concluded that a fraction of the 82SeNPs remained within the same size range as that of the applied NP suspension, while other fraction underwent an agglomeration process in the leaves, as confirmed by TEM images. This illustrates the potential of SP-ICP-MS analysis of isotopically enriched 82SeNPs for tracing NPs in the presence of background elements within complex plant matrices, providing important information about the uptake, accumulation, and biotransformation of SeNPs in rice plants.
DOI: 10.5281/zenodo.18745903
title: Tracing isotopically labeled selenium nanoparticles in plants via single-particle ICP-mass spectrometry

description: Agronomic biofortification using selenium nanoparticles (SeNPs) shows potential for addressing selenium defi­ciency but further research on SeNPs-plants interaction is required before it can be effectively used to improve nutritional quality. In this work, single-particle inductively coupled plasma-mass spectrometry (SP-ICP-MS) was used for tracing isotopically labeled SeNPs (82SeNPs) in Oryza sativa L. tissues. For this purpose, SeNPs with natural isotopic abundance and 82SeNPs were synthesized by a chemical method. The NPs characterization by transmission electron microscopy (TEM) confirmed that enriched NPs maintained the basic properties of unla­beled NPs, showing spherical shape, monodispersity, and sizes in the nano-range (82.8 ± 6.6 nm and 73.2 ± 4.4 nm for SeNPs and 82SeNPs, respectively). The use of 82SeNPs resulted in an 11-fold enhancement in the detection power for ICP-MS analysis, accompanied by an improvement in the signal-to-background ratio and a reduction of the size limits of detection from 89.9 to 39.9 nm in SP-ICP-MS analysis. This enabled 82SeNPs to be tracked in O. sativa L. plants cultivated under foliar application of 82SeNPs. Tracing studies combining SP-ICP-MS and TEM- energy-dispersive X-ray spectroscopy data confirmed the uptake of intact 82SeNPs by rice leaves, with most NPs remaining in the leaves and very few particles translocated to shoots and roots. Translocation of Se from leaves to roots and shoots was found to be lower when applied as NPs compared to selenite application. From the size distributions, as obtained by SP-ICP-MS, it can be concluded that a fraction of the 82SeNPs remained within the same size range as that of the applied NP suspension, while other fraction underwent an agglomeration process in the leaves, as confirmed by TEM images. This illustrates the potential of SP-ICP-MS analysis of isotopically enriched 82SeNPs for tracing NPs in the presence of background elements within complex plant matrices, providing important information about the uptake, accumulation, and biotransformation of SeNPs in rice plants.
DOI: 10.5067/viirs/vj213a1.002
title: VIIRS/JPSS2 Vegetation Indices 16-Day L3 Global 500m SIN Grid V002
DOI: 10.5067/viirs/vj213a2.002
title: VIIRS/JPSS2 Vegetation Indices 16-Day L3 Global 1km SIN Grid V002
DOI: 10.5067/viirs/vj213a3.002
title: VIIRS/JPSS2 Vegetation Indices Monthly L3 Global 1km SIN Grid V002
DOI: 10.5067/viirs/vj213c1.002
title: VIIRS/JPSS2 Vegetation Indices 16-Day L3 Global 0.05Deg CMG V002
DOI: 10.5067/viirs/vj213c2.002
title: VIIRS/JPSS2 Vegetation Indices Monthly L3 Global 0.05Deg CMG V002