cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34810/data1901
title: Replication data for: "Effect of grazing deprivation as compared to grazing restriction on hair and saliva cortisol levels in pregnant ewes"

description: In the first week of the experiment, hair from the left forelimb was shaved in all ewes. Later, the same surface-hair samples were obtained twice, in Week 5 (W5) , when ewes were in the first half of pregnancy and in Week 10 (W10). Samples were processed following a methanol-based extraction protocol previously described (Davenport et al., 2006, Tallo-Parra et al., 2015). Cortisol concentrations in hair samples were determined by using a competitive cortisol enzyme immunoassay (EIA) kit. 
Saliva samples were taken in all ewes on Weeks 0, 3, 5, 8 and 10 (W0, W3, W5, W8, W10), and sampling was always performed between 16:00 and 17:30. Samples were obtained from a sponge of Salivette® tubes (Sarstedt, Aktiengesellsschaft & Co.; Nümbrecht, Germany). Samples were subsequently centrifuged at 3000 rpm for 10 minutes and then stored at -200C until analysis. Measurement of cortisol concentrations in saliva samples and the assay validation tests were performed using a commercial Enzyme-Linked ImmunoSorbentAssay (ELISA) kit (Neogen Corporation©; Ayr, UK). The assay was validated for the analysis of cortisol in saliva of Ovis aries following the criteria for an immunological validation (Midgley et al., 1969; Reimers & Lamb, 1991). The dilution test showed an R2 = 98.54 % and a mean recovery rate of 105.90% suggesting high specificity of the test.
description: ...
DOI: 10.17026/pt/uxtuho
title: Balancing Privacy and Accuracy in Counting Traveler Movements: An Evaluation of Encrypted Bloom Filters and K-anonymity

description: Dataset 1: Beijing Subway Smart Card Data (April 2010)
This dataset contains anonymized smart card transaction records from the Beijing subway system, collected during one week in April 2010. It consists of 239,728 records, each corresponding to a unique trip taken by passengers using a smart card. Each record includes a unique card identifier, check-in and check-out timestamps, and station locations. While these smart cards are purchased anonymously and do not store personal identity information, the presence of unique identifiers allows for the extraction of travel patterns, potentially leading to individual re-identification. This characteristic is particularly relevant to privacy considerations under the General Data Protection Regulation (GDPR), as pseudonymization alone is not sufficient for privacy protection.

To mitigate re-identification risks, we applied detection k-anonymity, a privacy-preserving method that ensures individual trip data is generalized within groups of similar travel patterns. The accompanying Python implementation of detection k-anonymity demonstrates how this technique can be applied to large-scale mobility data, preserving both analytical utility and privacy. This dataset and method were used as part of our research on privacy-preserving mobility analytics.
Dataset 2: Lelystad Public Transport Smart Card Data (January–April 2023)
This dataset comprises 230,228 smart card travel records collected from the public bus network of Lelystad, the Netherlands, covering the period from 08 January 2023 to 01 April 2023. The Lelystad bus network consists of 98 transport nodes connected by 194 edges, primarily bidirectional routes. Each trip record contains information on the origin and destination bus stops, timestamps, bus lines used, and a uniquely encrypted smart card identifier per trip.

Given the complexity of real-world public transportation networks, this dataset was used to evaluate advanced data processing techniques, particularly for handling complex queries related to passenger flows, route optimization, and privacy considerations. The dataset was analyzed using privacy-preserving methods to ensure compliance with data protection standards.

The associated Python implementation demonstrates how detection k-anonymity can be applied to smart card data to prevent individual re-identification while maintaining the dataset's analytical utility. This dataset supports research on privacy-aware public transportation analytics and network modeling.
DOI: 10.15468/dl.t27j4g
title: Occurrence Download

description: A dataset containing 2948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ulva australis"
 ]
}

 The dataset includes 2948 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000328-250711103210423/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.29545475
title: AdiposeSubcutaneous.hg19.tar.gz

description: See: https://github.com/AJHodgkinson/mitoX
DOI: 10.6084/m9.figshare.29545475.v1
title: AdiposeSubcutaneous.hg19.tar.gz

description: See: https://github.com/AJHodgkinson/mitoX
DOI: 10.5281/zenodo.15862773
title: Conjunto de datos de especies aromáticas y medicinales de Castilla y León: Modo de reproducción y caracterización de nutrientes

description: RESUMEN: Especies aromáticas y medicinales de Castilla y León: modo de reproducción y caracterización de nutrientes. El presente estudio se centra en caracterizar las plantas aromáticas y medicinales (PAM) de Castilla y León (España). Estas especies poseen un alto valor ecológico y etnobotánico, por lo que su estudio resulta fundamental para su conservación. Los datos aquí presentados sientan bases para futuras investigaciones acerca de la diversidad, la conservación de estas especies y sus hábitats. En primer lugar, se realizó una búsqueda bibliográfica acerca de las condiciones edafoclimáticas de especies relevantes presentes en la Península Ibérica, elaborándose fichas específicas para cada una. Luego se seleccionaron 15 de esas especies, de especial importancia para Castilla y León, y se generaron mapas de zonas idóneas para el crecimiento de cada una utilizando la herramienta QGIS. Finalmente, se recolectó material vegetal de las especies seleccionadas para estudiar las diferentes formas de reproducción. Esta investigación contribuye al uso sostenible de especies poco estudiadas en cuanto a su composición nutricional, distribución regional y estrategias reproductivas. La información generada se presenta en los conjuntos de datos en el repositorio Zenodo.

ABSTRACT: Aromatic and medicinal species of Castilla y León: Reproduction methods and nutrient characterization. This study focuses on the characterization of aromatic and medicinal plants (AMPs) from Castilla y León (Spain). These species have high ecological and ethnobotanical value, making their study essential for conservation efforts. The data presented here provide a foundation for future research on the diversity and conservation of these species and their habitats. First, a bibliographic review was carried out on the edaphoclimatic conditions of relevant species found in the Iberian Peninsula, and specific data sheets were created for each one. Then, 15 species of particular importance for Castilla y León were selected, and suitability maps for their growth were developed using QGIS. Finally, plant material from the selected species was collected to study their different reproductive strategies. This research contributes to the sustainable use of under-studied species by providing information on their nutritional composition, regional distribution, and reproductive strategies. The data generated are included in the dataset in the repository Zenodo.
DOI: 10.5281/zenodo.15862774
title: Conjunto de datos de especies aromáticas y medicinales de Castilla y León: Modo de reproducción y caracterización de nutrientes

description: RESUMEN: Especies aromáticas y medicinales de Castilla y León: modo de reproducción y caracterización de nutrientes. El presente estudio se centra en caracterizar las plantas aromáticas y medicinales (PAM) de Castilla y León (España). Estas especies poseen un alto valor ecológico y etnobotánico, por lo que su estudio resulta fundamental para su conservación. Los datos aquí presentados sientan bases para futuras investigaciones acerca de la diversidad, la conservación de estas especies y sus hábitats. En primer lugar, se realizó una búsqueda bibliográfica acerca de las condiciones edafoclimáticas de especies relevantes presentes en la Península Ibérica, elaborándose fichas específicas para cada una. Luego se seleccionaron 15 de esas especies, de especial importancia para Castilla y León, y se generaron mapas de zonas idóneas para el crecimiento de cada una utilizando la herramienta QGIS. Finalmente, se recolectó material vegetal de las especies seleccionadas para estudiar las diferentes formas de reproducción. Esta investigación contribuye al uso sostenible de especies poco estudiadas en cuanto a su composición nutricional, distribución regional y estrategias reproductivas. La información generada se presenta en los conjuntos de datos en el repositorio Zenodo.

ABSTRACT: Aromatic and medicinal species of Castilla y León: Reproduction methods and nutrient characterization. This study focuses on the characterization of aromatic and medicinal plants (AMPs) from Castilla y León (Spain). These species have high ecological and ethnobotanical value, making their study essential for conservation efforts. The data presented here provide a foundation for future research on the diversity and conservation of these species and their habitats. First, a bibliographic review was carried out on the edaphoclimatic conditions of relevant species found in the Iberian Peninsula, and specific data sheets were created for each one. Then, 15 species of particular importance for Castilla y León were selected, and suitability maps for their growth were developed using QGIS. Finally, plant material from the selected species was collected to study their different reproductive strategies. This research contributes to the sustainable use of under-studied species by providing information on their nutritional composition, regional distribution, and reproductive strategies. The data generated are included in the dataset in the repository Zenodo.
DOI: 10.15468/dl.4s2bud
title: Occurrence Download

description: A dataset containing 7611 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ulva prolifera"
 ]
}

 The dataset includes 7611 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000329-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmmx5f
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium alexandrinum",
 "Country is Morocco",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049830-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25zrhb
title: Occurrence Download

description: A dataset containing 2367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carduelis corsicana)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2367 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049833-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5mpnz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium alexandrinum",
 "Country is Pakistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049832-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eh6m89
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium alexandrinum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 189 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049831-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu4rcu
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphocharax oenas)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 153 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049836-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqttvk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049837-250717081556266/datasets/export for details.
DOI: 10.15468/dl.d67paf
title: Occurrence Download

description: A dataset containing 40043 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limanda limanda"
 ]
}

 The dataset includes 40043 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049835-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxcnaq
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carpodacus rhodochlamys)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 723 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049839-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xskdh9
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium alexandrinum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049842-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7wyhz
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium alexandrinum",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049841-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16441634
title: Agrolizards+
DOI: 10.5281/zenodo.16441635
title: Agrolizards+
DOI: 10.15468/dl.f57nw6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphyosemion ferranti)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049843-250717081556266/datasets/export for details.
DOI: 10.15468/dl.mzwe49
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049844-250717081556266/datasets/export for details.
DOI: 10.15468/dl.syz89m
title: Occurrence Download

description: A dataset containing 1241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carpodacus rodopeplus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1241 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049845-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16091080
title: ABEL-FRET data for A2A Adenosine Receptor with analysis scripts - SI for Maslov et al. "ABEL-FRET bridges the timescale gap in single-molecule measurements of the structural dynamics in the A2A adenosine receptor"

description: Supplementary data for "ABEL-FRET bridges the timescale gap in single-molecule measurements of the structural dynamics in the A2A adenosine receptor”, Maslov et al. 

doi.org/10.1101/2025.07.22.666123

In this work, we employed single-molecule FRET (smFRET) in combination with Anti-Brownian Electrokinetic (ABEL) trapping to monitor conformational dynamics of untethered A2A adenosine receptors embedded in lipid nanodiscs.

This repository contains:- Fluorescence burst data exported from BurstAnalyzer- Jupyter notebooks and Python scripts for data analysis- Numerical and graphical outputs- Final figure layouts used in the publication

Corresponding authors:

Michael Börsch

Jena University Hospital, Single Molecule Microscopy Group, Jena, Germany

E-mail: michael.boersch@med.uni-jena.de

Thomas Gensch

Institute of Biological Information Processing, Molecular and Cellular Physiology (IBI-1), Forschungszentrum Jülich GmbH, 52428, Jülich, Germany

E-mail: t.gensch@fz-juelich.de
DOI: 10.15468/dl.yt62ge
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049846-250717081556266/datasets/export for details.
DOI: 10.15468/dl.bgfx93
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrosiphum euphorbiae",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 186 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049847-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25mqqm
title: Occurrence Download

description: A dataset containing 1691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carpodacus roseus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1691 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049849-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xxnzt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhamdia zongolicensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049848-250717081556266/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12582075
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ewy956
title: Occurrence Download

description: A dataset containing 4080785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carduelis carduelis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4080785 records from 5236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049820-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqakvx
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium micranthum"
 ]
}

 The dataset includes 181 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011178-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6azpt
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium margaritaceum"
 ]
}

 The dataset includes 67 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011177-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sag3w
title: Occurrence Download

description: A dataset containing 1051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crateva tapia"
 ]
}

 The dataset includes 1051 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011179-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16934766
title: qualitative and quantitative data
DOI: 10.5281/zenodo.16934786
title: qualitative and quantitative data
DOI: 10.5281/zenodo.17504312
title: zol - comprehensive testing dataset

description: Expected results from running comprehensive tests using zol v1.6.13.

Script for running tests also included (but is primarily updated/tracked on zol's GitHub repo).

The latest testing dataset can be found in the previous version of this Zenodo repo.