cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22002/qbtsn-85t15
title: JV9264

description: Raw data files of JV9264
description: <strong>Tilt Series Date:</strong> 2018-09-06</p>
<strong>Data Taken By:</strong> Jun Zhang</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 2°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -7.0 μm,  magnification: 41000x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Joseph</p>
<strong>Purification / Growth Conditions / Treatment:</strong> 37 degree and OD 2.5-3.0</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-40/rawdata/</p>JV9264_B135.mrc,  Tilt Series (Pixel Size 0.2654 nm), 1.5 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-40/rawdata/JV9264_B135.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9264_B135_full.rec,  Reconstruction (Pixel Size 1.0616 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-40/3dimage_97825/JV9264_B135_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/6ybd0-fpc49
title: Dinoflagellate lamellae

description: These are FIB-milled dinoflagellate cells (Symbiodinium). These are the tilt series collected on  .  the lamellae milled on grid 1. Grid 1 correlates with grid1 on the SEM folder.
description: <strong>Tilt Series Date:</strong> 2019-06-22</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Symbiodinium</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -8.0 μm,  magnification: 26000x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> None</p>
<strong>Collaborators and Roles:</strong> The samples were obtained from Michael Latz at Scripps institute.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-06-22-5/rawdata/</p>ts1.mrc,  Tilt Series (Pixel Size 0.449 nm), 2.2 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-06-22-5/rawdata/ts1.mrc"
        > <i class="download icon"></i> Download </a></p>

        ts1.mrc.mdoc,  24.3 kB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-06-22-5/rawdata/ts1.mrc.mdoc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.zkcfbh
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tarlmounia elliptica (DC.) H.Rob., S.C.Keeley, Skvarla & R.Chan"
 ]
}

 The dataset includes 444 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008782-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmnbfn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dolichopteroides binocularis (Beebe, 1932)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((51.9067 10.3601,51.6539 10.8496,44.9648 10.8496,44.9648 1.8496,45.9851 1.8496,46.3652 2.0796,48.3314 4.1285,49.4027 5.7662,49.6642 6.5145,51.2543 9.1551,51.377 9.8685,51.7452 10.0272,51.9067 10.3601))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008783-250525065834625/datasets/export for details.
DOI: 10.3535/k5b-ypn-r29
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwh-p07-n1f
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ps-yfp-caw
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j84-6vx-3w4
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k1m-vfy-6v6
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6nw-9p1-580
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gyt-cj2-xnx
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44w-l5y-p8v
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8zb-5pc-nax
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzd-qhv-prx
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dbn-8hg-h33
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lvp-taa-q5l
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/faa-3fl-321
title: Zelkova Spach

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fwv-ygz-ncj
title: †Carbonicola McCoy, 1855

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kfk-3p1-sg3
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtm-s43-71z
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7hh-r5a-q3v
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/amy-jpv-yy7
title: Liquidambar L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zrm-hz4-4gf
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/717-2x2-88s
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rev-jjg-t10
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/09e-wls-ksl
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/97h-1k0-ld1
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5hw-v3t-rc5
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yb-c5e-mqz
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2r-xg9-mcr
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lcw-91e-tex
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4b2-e66-lmf
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/571-mhp-vl1
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8nl-mmc-sfd
title: †Anthracosia lateralis (T. Brown, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lxr-1xc-j3d
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/310-5rz-v1e
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gms-xfl-1ml
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nkb-zqm-zs1
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25345/c59k4659r
title: MassIVE MSV000098879 - Single cell proteomics of hepatocytes derived from patients with liver disfunction
title: Single human hepatocytes were derived from patients with normal liver function and deleterious mutations that often lead to liver cancer. Single cells and bulk libraries of 25 hepatocytes were isolated using a Tecan UNO single cell printer. Cells were lysed and digested in plate before being loaded to commercial stage tips (EvoTIp Pure). Digests were analyzed using a 40SPD method on a 1.9um x 15cm nanoLC column and peptides measured with a TIMSTOF Ultra 2 operating in diaPASEF mode. All files were analyzed in SpectroNaut 20.
DOI: 10.3535/9hd-h5e-l3k
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ac9-z17-745
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/424-kp2-b6j
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8m5-lsl-473
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g28-km3-g95
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7f-4n8-0b0
title: Liquidambar L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gs1-1kj-t4g
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/11894582
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.5281/zenodo.13467027
title: Study of Teachers' Work-Related Well-Being

description: NOTE: Version 2 provides the updated numbers for this data set.

The primary aim of this research project is to study teachers’ work-related well-being in Finland, and its relationship with various work-related demands and resources. Study of teachers' work-related well-being in Finland has been conducted from 2020 onwards. An online questionnaire distributed biannually enables a comprehensive examination of teachers’ well-being across different regional and educational contexts. Beginning 2024, the study expands to include longitudinal research.









Since 2020, an online questionnaire has been distributed biannually to OAJ (the Trade Union of Education in Finland) members towards the end of each spring and autumn semester. The respondents include teachers from all across Finland, representing a wide range of educational levels. This broad data collection enables a comprehensive examination of teachers’ well-being across different regional and educational contexts.

Initially, responses were collected anonymously, enabling the tracking of well-being trends over time. Beginning in Spring 2024, the study expanded to include the collection of contact information from consenting participants, setting the stage for future longitudinal research.

Data was collected between 2020–2024 as follows:



Spring 2020: 1 182 participants.

Autumn 2020: 1 502 participants

Spring 2021: 1 336 participants.

Autumn 2021: 1 046 participants.

Spring 2022: 476 participants.

Autumn 2022: 687 participants

Spring 2023: 1 628 participants.

Autumn 2023: 1 396 participants.

Spring 2024: 1 182 participants.


Information about the data set can be found at: https://www.helsinki.fi/en/researchgroups/motivation-learning-and-well-being-in-digital-era/study-of-teachers-work-related-well-being 











This research is conducted by the University of Helsinki in collaboration with the Trade Union of Education in Finland (OAJ).








The study is led by Academy Professor Katariina Salmela-Aro (katariina.salmela-aro@helsinki.fi). For inquiries, please contact University Lecturer Lauri Hietajärvi (lauri.hietajarvi@helsinki.fi) or Postdoctoral Researcher Olli-Pekka Heinimäki (olli-pekka.heinimaki@helsinki.fi).

This research has been funded by the Strategic Research Council as part of the EduRESCUE research project and by the Academy of Finland for the EDUCA research flagship.
DOI: 10.5281/zenodo.14801687
title: Study of Teachers' Work-Related Well-Being

description: NOTE: Version 2 provides the updated numbers for this data set.

The primary aim of this research project is to study teachers’ work-related well-being in Finland, and its relationship with various work-related demands and resources. Study of teachers' work-related well-being in Finland has been conducted from 2020 onwards. An online questionnaire distributed biannually enables a comprehensive examination of teachers’ well-being across different regional and educational contexts. Beginning 2024, the study expands to include longitudinal research.









Since 2020, an online questionnaire has been distributed biannually to OAJ (the Trade Union of Education in Finland) members towards the end of each spring and autumn semester. The respondents include teachers from all across Finland, representing a wide range of educational levels. This broad data collection enables a comprehensive examination of teachers’ well-being across different regional and educational contexts.

Initially, responses were collected anonymously, enabling the tracking of well-being trends over time. Beginning in Spring 2024, the study expanded to include the collection of contact information from consenting participants, setting the stage for future longitudinal research.

Data was collected between 2020–2024 as follows:



Spring 2020: 1 182 participants.

Autumn 2020: 1 502 participants

Spring 2021: 1 336 participants.

Autumn 2021: 1 046 participants.

Spring 2022: 476 participants.

Autumn 2022: 687 participants

Spring 2023: 1 628 participants.

Autumn 2023: 1 396 participants.

Spring 2024: 1 182 participants.


Information about the data set can be found at: https://www.helsinki.fi/en/researchgroups/motivation-learning-and-well-being-in-digital-era/study-of-teachers-work-related-well-being 











This research is conducted by the University of Helsinki in collaboration with the Trade Union of Education in Finland (OAJ).








The study is led by Academy Professor Katariina Salmela-Aro (katariina.salmela-aro@helsinki.fi). For inquiries, please contact University Lecturer Lauri Hietajärvi (lauri.hietajarvi@helsinki.fi) or Postdoctoral Researcher Olli-Pekka Heinimäki (olli-pekka.heinimaki@helsinki.fi).

This research has been funded by the Strategic Research Council as part of the EduRESCUE research project and by the Academy of Finland for the EDUCA research flagship.
DOI: 10.15468/dl.6z7c6p
title: Occurrence Download

description: A dataset containing 363797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaetodontidae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 363797 records from 415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007918-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9sxu2
title: Occurrence Download

description: A dataset containing 283144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomacanthidae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 283144 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040106-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mvfh8
title: Occurrence Download

description: A dataset containing 647816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lutjanidae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 647816 records from 495 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040350-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyxb47
title: Occurrence Download

description: A dataset containing 13442 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is United Kingdom National Whale Stranding Database 1913-2008"
 ]
}

 The dataset includes 13442 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002978-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yg2hk
title: Occurrence Download

description: A dataset containing 1562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Polysiphonia brodiei (Dillwyn) Sprengel",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1562 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002974-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18272981
title: Deyeuxia viridiflavescens var. montevidensis (Nees) Cabrera & Rúgolo. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:45
DOI: 10.5281/zenodo.18272980
title: Deyeuxia viridiflavescens var. montevidensis (Nees) Cabrera & Rúgolo. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:45
DOI: 10.5281/zenodo.18271832
title: Spacekit Data Archive

description: Collection of datasets, models and training results for spacekit machine learning algorithms. To learn more, please visit https://www.spacekit.org/en/latest/

Versioning note: modifications to existing uploads are indicated by major version iterations (e.g. 1.0, 2.0, 3.0); new file additions are denoted by minor version increments (e.g. 1.1, 1.2, 1.3) since these are inherently backwards compatible.
DOI: 10.5281/zenodo.7830048
title: Spacekit Data Archive

description: Collection of datasets, models and training results for spacekit machine learning algorithms. To learn more, please visit https://www.spacekit.org/en/latest/

Versioning note: modifications to existing uploads are indicated by major version iterations (e.g. 1.0, 2.0, 3.0); new file additions are denoted by minor version increments (e.g. 1.1, 1.2, 1.3) since these are inherently backwards compatible.
DOI: 10.5281/zenodo.18272959
title: САМОСТОЯТЕЛЬНАЯ РАБОТА И ЗДОРОВЫЙ ОБРАЗ ЖИЗНИ СТУДЕНТОВ В СОВРЕМЕННЫХ УСЛОВИЯХ: ДАННЫЕ МЕДИЦИНСКОГО ФАКУЛЬТЕТА ГУЛИСТАНСКОГО ГОСУДАРСТВЕННОГО УНИВЕРСИТЕТА.

description: В данном исследовании изучается взаимосвязь между практиками самостоятельного обучения и формированием здорового образа жизни у студентов-медиков в современных условиях обучения. Исследование проводилось среди студентов медицинского факультета Гулистанского государственного университета, Узбекистан. Используя смешанные методы, исследование демонстрирует, что самостоятельное обучение вносит значительный вклад в самоорганизацию студентов, их академические результаты и поведение, направленное на сохранение здоровья.
DOI: 10.5281/zenodo.18272958
title: САМОСТОЯТЕЛЬНАЯ РАБОТА И ЗДОРОВЫЙ ОБРАЗ ЖИЗНИ СТУДЕНТОВ В СОВРЕМЕННЫХ УСЛОВИЯХ: ДАННЫЕ МЕДИЦИНСКОГО ФАКУЛЬТЕТА ГУЛИСТАНСКОГО ГОСУДАРСТВЕННОГО УНИВЕРСИТЕТА.

description: В данном исследовании изучается взаимосвязь между практиками самостоятельного обучения и формированием здорового образа жизни у студентов-медиков в современных условиях обучения. Исследование проводилось среди студентов медицинского факультета Гулистанского государственного университета, Узбекистан. Используя смешанные методы, исследование демонстрирует, что самостоятельное обучение вносит значительный вклад в самоорганизацию студентов, их академические результаты и поведение, направленное на сохранение здоровья.
DOI: 10.5281/zenodo.18272333
title: M4Health: A Multi-Modal, Multi-Domain, Multi-Platform, and Multi-Task Benchmark for Video-Driven Health Communication on Social Media

description: Short video platforms have transformed how the public consumes health information on web and social media where uncurated content poses significant risks to vulnerable populations. While prior work has primarily focused on text-only or single-platform analyses, comprehensive benchmarks for multi-modal health communication in short videos remain limited. In this paper, we introduce M4Health, a multi-modal, multi-domain, multi-platform, and multi-task benchmark for health communication in short videos. M4Health comprises over 436,398 videos from TikTok, YouTube Shorts, and Reddit, spanning diverse health domains such as nutrition, fitness, mental health, and wellness. We provide expert annotations for 3,000 videos across three interrelated tasks, including credibility assessment, AI-generation detection, and theme classification. Extensive benchmarking experiments show that current state-of-the-art models, including task-specific approaches and large vision-language models (LVLMs), achieve suboptimal performance. We share the M4Health dataset with research communities to foster collaborative research toward supporting informed health decision-making on web and social media.