cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j0fq9vk3
title: CIL:25697, Trichodina, Chlorella, cell by organism, eukaryotic cell, Eukaryotic Protist, Ciliated Protist. In Cell Image Library

description: A view of the endosymbiotic Chlorella of a green Trichodina that lives on the surface of a freshwater snail collected in central Illinois. In this image there is also an endosymbiotic bacterium. It has the profile of a U at the lower left. Other images of the green Trichodina (i.e CIL:25691 & 25688) show endosymbiotic bacteria full of viral particles. TEM taken by G. Antipa in 1968 on a Hitachi HU11A operating at 75kV. The original image was taken at 12,500X, and the raw film was scanned with an Epson Perfection V750 Pro. This image is best used for quantitative analysis. Standard glutaraldehyde fixation followed by osmium tetroxide, dehydrated in alcohol and embedded in an epoxy resin. Microtome sections prepared at approximately 65nm thickness.
description: Preparation: glutaraldehyde fixed tissue; osmium tetroxide fixed tissue; tissue in epoxy resin embedment; microtome-sectioned tissue
Relation to intact cell: microtome-sectioned tissue
Item type: transmission electron microscopy (TEM); illumination by electrons
Imaging mode: detection of electrons; film
Parameter imaged: electron density
Source of contrast: stain with broad specificity
Visualization methods: stain with broad specificity; osmium tetroxide; uranyl salt; lead salt
Processing history: recorded image; film; unprocessed raw data
Data qualification: Raw;spatialmeasurements
DOI: 10.6075/j0p55md3
title: CIL:25707, Homo sapiens, retinal pigment epithelium. In Cell Image Library

description: Cells were cultured on glass coverslips in 10% FBS, DMEM/F12 medium plus glutamine, HEPES, penicillin and streptomycin and examined with a Leica DMIRE2 microscope with Leica HCX PLAN APO 100x NA 1.35 DIC objective lens. images were captured at 3 second intervals with a Hamamatsu ORCA-ER2 CCD camera using Simple PCI 6.6.0.0 software.
description: Time lapse series of cell growth and division in cultured hTERT-RPE1 cells (telomerase immortalized human retinal pigment epithelium) using differential interference contrast optics. This time series is grouped in the Cell Image Library with a corresponding movie.
description: Preparation: living tissue
Relation to intact cell: whole mounted tissue
Item type: charge coupled device (CCD)
Imaging mode: differential interference contrast microscopy
Parameter imaged: optical path length gradient
Source of contrast: boundaries between regions with different refractive index
Visualization methods: visualization of contiguous regions
Processing history: unprocessed raw data
DOI: 10.6075/j0tt4pwm
title: CIL:25693, Homo sapiens, retinal pigment epithelium. In Cell Image Library

description: Cells were cultured on glass coverslips in 10% FBS, DMEM/F12 medium plus glutamine, HEPES, penicillin and streptomycin and examined with a Leica DMIRE2 microscope with Leica 20x HC PL FLUOTAR NA 0.5 objective lens. images were captured at 3 minute intervals with a Hamamatsu ORCA-ER2 CCD camera using Simple PCI 6.6.0.0 software.
description: Preparation: living tissue
Relation to intact cell: whole mounted tissue
Item type: charge coupled device (CCD)
Imaging mode: phase contrast microscopy
Parameter imaged: elastic scattering of photons
Source of contrast: differences in amount of elastic light scattering
Visualization methods: visualization of contiguous regions
Processing history: unprocessed raw data
description: Time series of cell growth and division in cultured hTERT-RPE1 cells (telomerase immortalized human retinal pigment epithelium) using phase contrast optics. A movie created with this series is grouped with it in the Cell Image Library.
DOI: 10.6075/j00c4tn6
title: CIL:25688, Trichodina, Chlorella, cell by organism, eukaryotic cell, Eukaryotic Protist, Ciliated Protist. In Cell Image Library

description: Preparation: glutaraldehyde fixed tissue; osmium tetroxide fixed tissue; tissue in epoxy resin embedment; microtome-sectioned tissue
Relation to intact cell: microtome-sectioned tissue
Item type: transmission electron microscopy (TEM); illumination by electrons
Imaging mode: detection of electrons; film
Parameter imaged: electron density
Source of contrast: stain with broad specificity
Visualization methods: stain with broad specificity; osmium tetroxide; uranyl salt; lead salt
Processing history: recorded image; film; unprocessed raw data
Data qualification: Raw;spatialmeasurements
description: Cytoplasm of a green Trichodina that lives on the surface of a freshwater snail collected in central Illinois. In this view the abundant endosymbiotic zoochlorellae and a single endosymbiotic bacterium are evident. The bacterial endosymbiont is filled with virion particles. In related images the particles can also be seen loose in the cytoplasm of Trichodina. See the serial section CIL:25687). TEM taken by G. Antipa in 1968 on a Hitachi HU11A operating at 75kV. The negative magnification is 11,500X. The raw film was scanned with an Epson Perfection V750 Pro. This image is best used for quantitative analysis. Standard glutaraldehyde fixation followed by osmium tetroxide, dehydrated in alcohol and embedded in an epoxy resin. Microtome sections prepared at approximately 65nm thickness.
DOI: 10.6075/j0pg1qph
title: CIL:25687, Trichodina, Chlorella, cell by organism, eukaryotic cell, Eukaryotic Protist, Ciliated Protist. In Cell Image Library

description: Cytoplasm of a green Trichodina that lives on the surface of a freshwater snail collected in central Illinois. In this view the abundant endosymbiotic zoochlorellae and a single endosymbiotic bacterium are evident. The bacterial endosymbiont is filled with virion particles. In this image the particles can also be seen loose in the cytoplasm of Trichodina. See serial section CIL:25688). TEM taken by G. Antipa in 1968 on a Hitachi HU11A operating at 75kV. The negative magnification is 11,500X. The raw film was scanned with an Epson Perfection V750 Pro. This image is best used for quantitative analysis. Standard glutaraldehyde fixation followed by osmium tetroxide, dehydrated in alcohol and embedded in an epoxy resin. Microtome sections prepared at approximately 65nm thickness.
description: Preparation: glutaraldehyde fixed tissue; osmium tetroxide fixed tissue; tissue in epoxy resin embedment; microtome-sectioned tissue
Relation to intact cell: microtome-sectioned tissue
Item type: transmission electron microscopy (TEM); illumination by electrons
Imaging mode: detection of electrons; film
Parameter imaged: electron density
Source of contrast: stain with broad specificity
Visualization methods: stain with broad specificity; osmium tetroxide; uranyl salt; lead salt
Processing history: recorded image; film; unprocessed raw data
Data qualification: Raw;spatialmeasurements
DOI: 10.6075/j0pv6jc3
title: CIL:2568, Caenorhabditis elegans. In Cell Image Library

description: Relation to intact cell: whole mounted tissue
Item type: recorded image
Imaging mode: differential interference contrast microscopy
Parameter imaged: optical path length gradient
Source of contrast: boundaries between regions with different refractive index
Visualization methods: visualization of contiguous regions
Processing history: unprocessed raw data
description: Terminal Bulb is a dataset of DIC (differential interference contrast) 20x microscopy images of the pharynx terminal bulb of C. elegans at different ages (0, 2, 4, 6, 8, 10, 12 days). Note that the data sets for each age can be found by searching for a featured image from each set: CIL 1587, 1694, 1905, 2213, 2622, 2544, and 2606, respectively.
description: The purpose of the dataset C. elegans terminal bulb aging is to deduce the age of the nemathode based on images of the pharynx terminal bulb (part of the eating apparatus). Images of C. elegans were taken at different chronological ages. This image is part of the day 10 data set. Note that the morphological and chronological ages are not fully correlated due to the variability among individuals even though the individuals are genetically identical. The source for the dataset is Laboratory of Genetics/NIA/NIH.
DOI: 10.6075/j0t72gd7
title: CIL:2569, Caenorhabditis elegans. In Cell Image Library

description: The purpose of the dataset C. elegans terminal bulb aging is to deduce the age of the nemathode based on images of the pharynx terminal bulb (part of the eating apparatus). Images of C. elegans were taken at different chronological ages. This image is part of the day 10 data set. Note that the morphological and chronological ages are not fully correlated due to the variability among individuals even though the individuals are genetically identical. The source for the dataset is Laboratory of Genetics/NIA/NIH.
description: Terminal Bulb is a dataset of DIC (differential interference contrast) 20x microscopy images of the pharynx terminal bulb of C. elegans at different ages (0, 2, 4, 6, 8, 10, 12 days). Note that the data sets for each age can be found by searching for a featured image from each set: CIL 1587, 1694, 1905, 2213, 2622, 2544, and 2606, respectively.
description: Relation to intact cell: whole mounted tissue
Item type: recorded image
Imaging mode: differential interference contrast microscopy
Parameter imaged: optical path length gradient
Source of contrast: boundaries between regions with different refractive index
Visualization methods: visualization of contiguous regions
Processing history: unprocessed raw data
DOI: 10.6075/j0fx78cp
title: CIL:25689, Trichodina, Chlorella, cell by organism, eukaryotic cell, Eukaryotic Protist, Ciliated Protist. In Cell Image Library

description: A view of the entry to the oral apparatus of the green Trichodina that lives on the surface of a freshwater snail collected in central Illinois. In this view the haplokinety and the polykinety of the oral apparatus is cut transversely and an endosymbiotic zoochlorella is evident. The haplokinety is distinguished by a single row of ciliated basal bodies and the adjacent outer polykinety is composed of three rows of ciliated basal bodies. The cortical underpinning of the oral cortex is evident. TEM taken by G. Antipa in 1968 with a Hitachi HU11A operating at 75kV. The negative magnification is 9,500X. The raw film was scanned with an Epson Perfection V750 Pro. This image is best used for quantitative analysis. Standard glutaraldehyde fixation followed by osmium tetroxide, dehydrated in alcohol and embedded in an epoxy resin. Microtome sections prepared at approximately 65nm thickness.
description: Preparation: glutaraldehyde fixed tissue; osmium tetroxide fixed tissue; tissue in epoxy resin embedment; microtome-sectioned tissue
Relation to intact cell: microtome-sectioned tissue
Item type: transmission electron microscopy (TEM); illumination by electrons
Imaging mode: detection of electrons; film
Parameter imaged: electron density
Source of contrast: stain with broad specificity
Visualization methods: stain with broad specificity; osmium tetroxide; uranyl salt; lead salt
Processing history: recorded image; film; unprocessed raw data
Data qualification: Raw;spatialmeasurements
DOI: 10.15468/dl.4jqaaf
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Artemisia desertorum"
 ]
}

 The dataset includes 552 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009388-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gnpbm
title: Occurrence Download

description: A dataset containing 797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnidoscolus quercifolius",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 797 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015156-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a94jn4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dendrobium salaccense"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015157-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krtyg6
title: Occurrence Download

description: A dataset containing 4078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salamandra salamandra",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is 2024"
 ]
}

 The dataset includes 4078 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015158-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17782002
title: Exploring the Relationship Between Susceptibility to Health Misinformation and Vaccine Hesitancy in Poland

description: The dataset used in the analysis reported in the paper titled: "Exploring the Relationship Between Susceptibility to Health Misinformation and Vaccine Hesitancy in Poland" submitted to Healthcare. 

This research was funded in whole by the National Centre of Science, Poland, within the project titled "Health literacy and resilience against health-related denialism and misinformation" (Grant No 2021/41/B/HS6/02131). 

For the purpose of Open Access, the author has applied a CC-BY public copyright licence to any Author Accepted Manuscript (AAM) version arising from this submission.
DOI: 10.5281/zenodo.17782003
title: Exploring the Relationship Between Susceptibility to Health Misinformation and Vaccine Hesitancy in Poland

description: The dataset used in the analysis reported in the paper titled: "Exploring the Relationship Between Susceptibility to Health Misinformation and Vaccine Hesitancy in Poland" submitted to Healthcare. 

This research was funded in whole by the National Centre of Science, Poland, within the project titled "Health literacy and resilience against health-related denialism and misinformation" (Grant No 2021/41/B/HS6/02131). 

For the purpose of Open Access, the author has applied a CC-BY public copyright licence to any Author Accepted Manuscript (AAM) version arising from this submission.
DOI: 10.5281/zenodo.18631337
title: dataset for repertoire_profiler

description: Dataset from https://github.com/gael-millot/repertoire_profiler
description: https://github.com/gael-millot/repertoire_profiler
DOI: 10.5281/zenodo.18631092
title: A global 1km solar photovoltaic raster dataset

description: This dataset is based on Kruitwagen, L., Story, K.T., Friedrich, J. et al. (2021): A global inventory of photovoltaic solar energy generating units. Nature 598, 604–610 (2021). https://doi.org/10.1038/s41586-021-03957-7 and the corresponding dataset (https://doi.org/10.5281/zenodo.5005868).

The data provided here is rasterized to a standard GeoTIFF file with global extent at 30 arc seconds spatial resolution, which may be easier to handle for some users.

We provide the following spatial data:



PV area (m2)

PV mask (0|1)

Installation year

PV capacity (MW)
DOI: 10.5281/zenodo.18631093
title: A global 1km solar photovoltaic raster dataset

description: This dataset is based on Kruitwagen, L., Story, K.T., Friedrich, J. et al. (2021): A global inventory of photovoltaic solar energy generating units. Nature 598, 604–610 (2021). https://doi.org/10.1038/s41586-021-03957-7 and the corresponding dataset (https://doi.org/10.5281/zenodo.5005868).

The data provided here is rasterized to a standard GeoTIFF file with global extent at 30 arc seconds spatial resolution, which may be easier to handle for some users.

We provide the following spatial data:



PV area (m2)

PV mask (0|1)

Installation year

PV capacity (MW)
DOI: 10.15468/dl.gvgd6r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porpidia thomsonii",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015159-260208012135463/datasets/export for details.
DOI: 10.15468/dl.4wu89m
title: Occurrence Download

description: A dataset containing 1126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eumachia microdon",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1126 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015160-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18625032
title: RAD-CaseBookLLM-08

description: RAD-CaseBookLLM-08 is an open-access dataset containing Large Language Model (LLM)-generated educational texts focused on radiological differential diagnosis.

The dataset was generated using ChatGPT-4o (OpenAI, web-based version, March 2025) under standardized prompting conditions (new user account, conversation memory disabled, new chat session for each topic). For each entry, a structured prompt was used, varying only the radiological theme under study. Prompts and responses were written exclusively in English, and all outputs were copied verbatim without editing, preserving formatting and model-generated concluding statements.

The thematic inputs provided to the LLM correspond to radiological “key imaging findings” topic titles from the casebook Top 3 Differentials in Radiology: A Case Review (O’Brien WT, 2010). No copyrighted text, images, figures, case descriptions, explanations, or other protected material from the original publication were reproduced, copied, or included in this dataset. All educational content contained herein was independently generated by the LLM based solely on the thematic titles.

The dataset is organized by radiology subspecialty and provided in both PDF and DOCX formats, distributed as compressed ZIP archives. It was created as part of a multicenter comparative study evaluating the perceived educational usefulness of LLM-generated differential diagnosis teaching material versus a traditional radiology casebook among junior and advanced radiology trainees.

The primary purpose of this dataset is to provide a structured LLM-generated equivalent of a radiology differential diagnosis casebook covering diverse thematic imaging findings. It is intended to serve as a research resource for studying the educational characteristics, strengths, limitations, and reproducibility of LLM-generated medical teaching content. This dataset is not designed or validated for direct clinical use or as formally accredited educational material.

This dataset is released under the CC0 1.0 Universal license to promote transparency, reproducibility, and further research in radiology education and medical artificial intelligence.

A comprehensive methodological description of the dataset will be provided in a dedicated data publication.
DOI: 10.15468/dl.53h4qa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plesiolebias altamira",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015162-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmen26
title: Occurrence Download

description: A dataset containing 827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neoglaziovia variegata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 827 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015163-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ghd4d
title: Occurrence Download

description: A dataset listing the 269 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-35.32396 -8.83346,-35.32893 -8.8889,-35.20251 -8.91627,-35.2018 -8.83908,-35.29271 -8.8082,-35.32396 -8.83346))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 269 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015140-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pv94j
title: Occurrence Download

description: A dataset containing 73563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trochulus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 73563 records from 465 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015111-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwuku3
title: Occurrence Download

description: A dataset containing 8331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex negundo",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 8331 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015164-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d2gynzkj42
title: SMPaeds

description: This collection provides processed data of the paper "Stratified Medicine Paediatrics: Cell free DNA and serial tumour sequencing identifies subtype specific cancer evolution and epigenetic states"
DOI: 10.17632/d2gynzkj42.3
title: SMPaeds

description: This collection provides processed data of the paper "Stratified Medicine Paediatrics: Cell free DNA and serial tumour sequencing identifies subtype specific cancer evolution and epigenetic states"
DOI: 10.5281/zenodo.18428590
title: Device-scaling constraints imposed by the van der Waals gap formed in two-dimensional materials