cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17080860
title: Isotropic, aberration-corrected light sheet microscopy for rapid high-resolution imaging of cleared tissue

description: This repository contains the raw microscopy data associated with the study “Isotropic, aberration-corrected light sheet microscopy for rapid high-resolution imaging of cleared tissue.” A downsampled version of the complete tiled dataset, together with a representative high-resolution subset, has been deposited here to ensure accessibility despite the very large size of the original data. The data were generated to demonstrate isotropic high-resolution imaging across large three-dimensional samples, enabling quantitative high-resolution analysis.
DOI: 10.25413/sun.11567958
title: N mineralisation data used to predict the response to fertilisation in semi-mature pine stands

description: We present a dataset of several soil-based variables alongside the volume growth response obtained after fertilising each of 14 semi-mature pine stands across a range of sites in the Cape Forest Regions, South Africa. This database may be incorporated into regional or global models.
DOI: 10.25413/sun.11567958.v2
title: N mineralisation data used to predict the response to fertilisation in semi-mature pine stands

description: We present a dataset of several soil-based variables alongside the volume growth response obtained after fertilising each of 14 semi-mature pine stands across a range of sites in the Cape Forest Regions, South Africa. This database may be incorporated into regional or global models.
DOI: 10.15468/dl.nxnnyj
title: Occurrence Download

description: A dataset containing 42512 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celtis australis"
 ]
}

 The dataset includes 42512 records from 582 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052893-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25413/sun.11567958.v1
title: N mineralisation data used to predict the response to fertilisation in semi-mature pine stands

description: We present a dataset of several soil-based variables alongside the volume growth response obtained after fertilising each of 14 semi-mature pine stands across a range of sites in the Cape Forest Regions, South Africa. This database may be incorporated into regional or global models.
DOI: 10.15468/dl.tz6942
title: Occurrence Download

description: A dataset containing 1843 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Zooplankton studies at a fixed station (West-Hinder) in the North Sea between 1977 and 1979"
 ]
}

 The dataset includes 1843 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052896-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwnnxm
title: Occurrence Download

description: A dataset containing 17033 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Abyssal Baseline Study & Geophysical Survey (ABYSSLINE 02)_AB01_Re-sequenced Targeted loci environmental"
 ]
}

 The dataset includes 17033 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052894-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7d8ep2
title: Occurrence Download

description: A dataset containing 28953 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celtis occidentalis"
 ]
}

 The dataset includes 28953 records from 393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052897-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30102670
title: <b>Figure 2.</b> Examples reflecting media literacy practices

description: This figure illustrates examples of media literacy practices within the Muslim community on TikTok
DOI: 10.6084/m9.figshare.30102670.v1
title: <b>Figure 2.</b> Examples reflecting media literacy practices

description: This figure illustrates examples of media literacy practices within the Muslim community on TikTok
DOI: 10.5281/zenodo.16760008
title: Multiplex IHC Images (CD103 Panel), Bulk RNA-seq, and Single-nRNA/ATAC-seq Count Matrices from neoRhea Patients

description: These datasets originate from the NeoRHEA clinical trial, which investigates the effects of palbociclib combined with endocrine therapy in breast cancer patients. Samples were collected from patients at two timepoints: prior to treatment initiation (pre-treatment) and after treatment (post-treatment), allowing for multi-modal molecular and imaging analyses of treatment response.

Multiplex immunohistochemistry data (Scans_mIHC.zip):Multiplex immunohistochemistry (mIHC) images from the CD103 panel acquired from 7 patients. The panel includes the following markers and fluorophore assignments:





Opal 480 – KI67




Opal 520 – CD103




Opal 570 – CD39




Opal 620 – CD4




Opal 690 – CD8




Opal 790 – Cytokeratin (CK)



Bulk RNA-seq data (cm_bulk_rna.RDS):Genes-by-samples expression matrix with 58,700 genes quantified from bulk RNA-seq data. The data was processed using Salmon for transcript quantification. The dataset includes expression profiles from 73 patients and 104 samples collected at two timepoints.

Single-nuclei multi-omics data (seurat_sn_rna_atac.RDS):Seurat/Signac object integrating single-nuclei RNA and ATAC-seq data. The RNA assay includes 36,601 genes, and the ATAC assay contains 131,430 peaks. After quality control, 180,752 cells passed filters for both RNA and ATAC modalities. The data was aligned and preprocessed using the Cell Ranger ARC pipeline. Samples correspond to 37 patients and 63 samples.
DOI: 10.5281/zenodo.16760007
title: Multiplex IHC Images (CD103 Panel), Bulk RNA-seq, and Single-nRNA/ATAC-seq Count Matrices from neoRhea Patients

description: These datasets originate from the NeoRHEA clinical trial, which investigates the effects of palbociclib combined with endocrine therapy in breast cancer patients. Samples were collected from patients at two timepoints: prior to treatment initiation (pre-treatment) and after treatment (post-treatment), allowing for multi-modal molecular and imaging analyses of treatment response.

Multiplex immunohistochemistry data (Scans_mIHC.zip):Multiplex immunohistochemistry (mIHC) images from the CD103 panel acquired from 7 patients. The panel includes the following markers and fluorophore assignments:





Opal 480 – KI67




Opal 520 – CD103




Opal 570 – CD39




Opal 620 – CD4




Opal 690 – CD8




Opal 790 – Cytokeratin (CK)



Bulk RNA-seq data (cm_bulk_rna.RDS):Genes-by-samples expression matrix with 58,700 genes quantified from bulk RNA-seq data. The data was processed using Salmon for transcript quantification. The dataset includes expression profiles from 73 patients and 104 samples collected at two timepoints.

Single-nuclei multi-omics data (seurat_sn_rna_atac.RDS):Seurat/Signac object integrating single-nuclei RNA and ATAC-seq data. The RNA assay includes 36,601 genes, and the ATAC assay contains 131,430 peaks. After quality control, 180,752 cells passed filters for both RNA and ATAC modalities. The data was aligned and preprocessed using the Cell Ranger ARC pipeline. Samples correspond to 37 patients and 63 samples.
DOI: 10.15468/dl.advntw
title: Occurrence Download

description: A dataset containing 7283 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silphium integrifolium"
 ]
}

 The dataset includes 7283 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052898-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17097997
title: To South Africa and beyond: Local distribution and global invasion potential of the alien anemone Cereus pedunculatus

description: This data and code relate to the manuscript Andersen MN, Singh G, Robinson TB (in review) To South Africa and beyond: Local distribution and global invasion potential of the alien anemone Cereus pedunculatus
DOI: 10.5281/zenodo.17097998
title: To South Africa and beyond: Local distribution and global invasion potential of the alien anemone Cereus pedunculatus

description: This data and code relate to the manuscript Andersen MN, Singh G, Robinson TB (in review) To South Africa and beyond: Local distribution and global invasion potential of the alien anemone Cereus pedunculatus
DOI: 10.15468/dl.szfx7c
title: Occurrence Download

description: A dataset containing 4707352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((110.60279 28.67179,114.18419 20.76628,125.3725 27.82687,124.25911 37.00563,110.49096 38.49921,110.60279 28.67179))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4707352 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052823-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wfph9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052899-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.17044374
title: User Perceptions and Willingness to Use the MYNUTRI App – MYNUTRI Pilot

description: This dataset was collected as part of the MYNUTRI pilot within the European FOODITY project, which aims to empower citizens to manage their food and health data through ethical, transparent, and personalised digital tools.

The dataset contains anonymised responses from adult participants in Spain regarding their perceptions of the MYNUTRI app, a digital tool designed to support informed food choices based on individual health profiles. It includes variables such as:



Gender, age range, education level, and occupation

Type of city of residence and perceived financial situation

Perceived novelty and usefulness of the app

Willingness to use the app and pay for it

Interest in personalised information and its influence on purchasing and consumption decisions

Previous experience with similar apps (e.g. product scanning)

Willingness to participate in pilot testing and share health profile data

Access to Android devices and ability to read English


The data was gathered through structured questionnaires and is intended to support research on digital health tools, consumer engagement, and ethical data governance in the food sector.

Format: CSVLanguage: SpanishNumber of records: 100+ individual responses
DOI: 10.5281/zenodo.17044373
title: User Perceptions and Willingness to Use the MYNUTRI App – MYNUTRI Pilot

description: This dataset was collected as part of the MYNUTRI pilot within the European FOODITY project, which aims to empower citizens to manage their food and health data through ethical, transparent, and personalised digital tools.

The dataset contains anonymised responses from adult participants in Spain regarding their perceptions of the MYNUTRI app, a digital tool designed to support informed food choices based on individual health profiles. It includes variables such as:



Gender, age range, education level, and occupation

Type of city of residence and perceived financial situation

Perceived novelty and usefulness of the app

Willingness to use the app and pay for it

Interest in personalised information and its influence on purchasing and consumption decisions

Previous experience with similar apps (e.g. product scanning)

Willingness to participate in pilot testing and share health profile data

Access to Android devices and ability to read English


The data was gathered through structured questionnaires and is intended to support research on digital health tools, consumer engagement, and ethical data governance in the food sector.

Format: CSVLanguage: SpanishNumber of records: 100+ individual responses
DOI: 10.15468/dl.vhq5tq
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos major",
 "BasisOfRecord is Specimen",
 "Country is one of (China)"
 ]
}

 The dataset includes 117 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052904-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.566jg9
title: Occurrence Download

description: A dataset containing 6723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sapium glandulosum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6723 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052902-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw9gbc
title: Occurrence Download

description: A dataset containing 2254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos major",
 "BasisOfRecord is Specimen",
 "Country is one of (Ukraine, Slovenia, Croatia, Switzerland, France, United Kingdom of Great Britain and Northern Ireland, Denmark, Greece, Italy, Türkiye, Belgium, Netherlands, Georgia, Sweden, Norway, Finland, Sweden, Australia, Bulgaria, Romania, Hungary, Armenia, Azerbaijan, Iran (Islamic Republic of), Czechia, Belarus, Latvia, Poland, Estonia, Mongolia, Kyrgyzstan, Belarus, Germany, Spain, Portugal, Algeria, Morocco, Tunisia, Mauritania, Kazakhstan)"
 ]
}

 The dataset includes 2254 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052903-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17044295
title: Self-Perceived Health Status and Medical Check-Up Frequency Dataset – MYNUTRI Pilot

description: This dataset was compiled as part of the MYNUTRI pilot within the European FOODITY project, which promotes citizen empowerment in managing personal food and health data through ethical and transparent digital solutions.

The dataset contains anonymised survey responses from adult participants in Spain regarding their self-perceived health status, frequency of medical check-ups and dietary restrictions due to health conditions. It includes variables such as:



Gender, age range, education level, and occupation

Type of city of residence and perceived financial situation

Self-assessed health status (scale 1–10)

Frequency of medical check-ups (e.g. monthly, annually, only when needed)

Presence of dietary restrictions due to diagnosed health conditions


The data was collected via structured questionnaires and is intended to support research in public health, personalised nutrition, and ethical data governance in the food and healthcare sectors.

Format: CSVLanguage: SpanishNumber of records: 100+ individual responses
DOI: 10.5281/zenodo.17044296
title: Self-Perceived Health Status and Medical Check-Up Frequency Dataset – MYNUTRI Pilot

description: This dataset was compiled as part of the MYNUTRI pilot within the European FOODITY project, which promotes citizen empowerment in managing personal food and health data through ethical and transparent digital solutions.

The dataset contains anonymised survey responses from adult participants in Spain regarding their self-perceived health status, frequency of medical check-ups and dietary restrictions due to health conditions. It includes variables such as:



Gender, age range, education level, and occupation

Type of city of residence and perceived financial situation

Self-assessed health status (scale 1–10)

Frequency of medical check-ups (e.g. monthly, annually, only when needed)

Presence of dietary restrictions due to diagnosed health conditions


The data was collected via structured questionnaires and is intended to support research in public health, personalised nutrition, and ethical data governance in the food and healthcare sectors.

Format: CSVLanguage: SpanishNumber of records: 100+ individual responses
DOI: 10.15468/dl.3frmk3
title: Occurrence Download

description: A dataset containing 832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos major",
 "BasisOfRecord is Specimen",
 "Country is one of (Russian Federation)"
 ]
}

 The dataset includes 832 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052905-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive12184.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12185.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12186.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12187.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12188.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12189.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12190.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.4n2kdg
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sulfolobus metallicus Huber & Stetter, 1992"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059728-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive12191.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12192.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.60656/681e551296694114
title: Custom collection of Doppler lidar wind data from Palaiseau between 18 and 22 Jun 2017
DOI: 10.13145/bacdive12193.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12194.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12195.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12196.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12197.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12198.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12199.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12200.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive12201.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57841/casdc.0004573
title: FIGURES 59–66 in A taxonomic revision of Chinese Cleopomiarus Pierce (Coleoptera: Curculionidae) with description of two new species
DOI: 10.13145/bacdive12202.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.46xruu
title: Occurrence Download

description: A dataset containing 18872 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is GBR",
 "TaxonKey is Vipera berus (Linnaeus, 1758)",
 "Year 2001-2025"
 ]
}

 The dataset includes 18872 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059727-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive12203.20240510.9
title: Sorangium cellulosum (Brockman 1989) Reichenbach 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.