cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gq6y47
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Egius platycephalus Mulsant, 1850",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 91 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012303-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15038210
title: CORESIDENCE_GLAD: The Global Living Arrangements Database, 1960-2021

description: The Global Living Arrangements Database (GLAD), is a global resource designed to fill a critical gap in the availability of statistical information for examining patterns and changes in living arrangements by age, sex, marital status and educational attainment. Utilizing comprehensive census microdata from IPUMS International and the European Labour Force Survey (EU-LFS), GLAD summarizes over 740 million individual records across 107 countries, covering the period from 1960 to 2021. This database has been constructed using an innovative algorithm that reconstructs kinship relationships among all household members, providing a robust and scalable methodology for studying living arrangements. GLAD is expected to be a valuable resource for both researchers and policymakers, supporting evidence-based decision-making in areas such as housing, social services, and healthcare, as well as offering insights into long-term transformations in family structures. The open-source R code used in this project is publicly available, promoting transparency and enabling the creation of new ego-centred typologies based in interfamily relationships  

The repository is composed of the following elements: a Rda file named CORESIDENCE_GLAD_2025.Rda in the form of a List. In R, a List object is a versatile data structure that can contain a collection of different data types, including vectors, matrices, data frames, other lists, spatial objects or even functions. It allows to store and organize heterogeneous data elements within a single object. The CORESIDENCE_GLAD_2025 R-list object is composed of six elements:



SINGLE AGES: a data frame where data is aggregated by single ages, marital status, educational attainment and living arrangement types. Source of the original data: IPUMS-I

AGE GROUPS IPUMS: a data frame where data is aggregated by five-year age groups, marital status, educational attainment and living arrangement types. Source of the original data: IPUMS-I.

AGE GROUPS LFS: a data frame where data is aggregated by five-year age groups, marital status, educational attainment and living arrangement types. Source of the original data: EU-LFS.

HARMONIZED: a data frame where data is aggregated by five-year age groups, marital status, educational attainment and living arrangement types. The categories of marital status and educational attainment have been harmonized between the two data sources. Source of the original data: IPUMS-I and EU-LFS

CODEBOOK: a data frame with the complete list of variables included, their names description and categories. 

LABELS LAT: A R function to add the qualitative labels to Living Arrangement Types (LAT).

ATLAS LIVING ARRANGEMENTS: The url of the folder with leaflet of living arrangements for each sample included in GLAD.
DOI: 10.15468/dl.j7qggn
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gallotia galloti insulanagae Martin, 1985",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012304-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfsqjs
title: Occurrence Download

description: A dataset containing 1837458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1837458 records from 708 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012247-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s9qk9
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lacerta schreiberi Bedriaga, 1878",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 392 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012305-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data109/1
title: RawData_Mixture.xlsx

description: :unav
DOI: 10.34810/data109/2
title: RawData_ Dimethoate.xlsx

description: :unav
DOI: 10.34810/data109/3
title: Readme.txt

description: :unav
DOI: 10.57967/hf/4852
title: open-pii-masking-500k-ai4privacy
DOI: 10.15468/dl.67bkzr
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bougainvillea ×buttiana Holttum & Standl."
 ]
}

 The dataset includes 417 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012306-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13768484
title: Automated Fairness Testing of Large Language Models

description: This directory contains the evaluation data for the proposal presented in the Master's Thesis "Automated Fairness Testing of Large Language Models". Specifically, it includes the following:



base-experiment/: Contains the test cases (test-cases/) generated to address RQ1 and RQ2, along with the results obtained (executions/) after running them on the models under test.

stability-experiment/: Contains the test cases (test-cases/) generated to address RQ3, along with the results obtained (executions/) after running them a total of 30 times on the models under test.
DOI: 10.5281/zenodo.13768485
title: Automated Fairness Testing of Large Language Models

description: This directory contains the evaluation data for the proposal presented in the Master's Thesis "Automated Fairness Testing of Large Language Models". Specifically, it includes the following:



base-experiment/: Contains the test cases (test-cases/) generated to address RQ1 and RQ2, along with the results obtained (executions/) after running them on the models under test.

stability-experiment/: Contains the test cases (test-cases/) generated to address RQ3, along with the results obtained (executions/) after running them a total of 30 times on the models under test.
DOI: 10.5281/zenodo.14016551
title: Automated Fairness Testing of Large Language Models

description: This directory contains the evaluation data for the proposal presented in the Master's Thesis "Automated Fairness Testing of Large Language Models". Specifically, it includes the following:



base-experiment/: Contains the test cases (test-cases/) generated to address RQ1 and RQ2, along with the results obtained (executions/) after running them on the models under test.

stability-experiment/: Contains the test cases (test-cases/) generated to address RQ3, along with the results obtained (executions/) after running them a total of 30 times on the models under test.
DOI: 10.6084/m9.figshare.28607099
title: Dataset for the article: 'Modeling Women Cyclists' Perceived Security: A Comparison of Machine Learning Techniques'

description: This dataset contains data collected from female participants assessing perceived security while cycling in a virtual reality (VR) laboratory at the University of Tehran, Iran, as described in the study "Modeling Women Cyclists' Perceived Security: A Comparison of Machine Learning Techniques." Participants experienced multiple VR scenarios simulating various urban environments and traffic conditions, with features including crowdedness (1-4), incivility (1-3), lighting (1-3), obstruction of visibility (1-4), and surveillance (0-1). After each scenario, participants rated their perceived security (1=low, 2=medium, 3=high) via a questionnaire. The final dataset includes 208 samples after outlier removal, with five independent variables and the target variable "perceived security." Data was preprocessed with normalization and standardization for machine learning analysis. See the accompanying README.txt and the paper for variable definitions and file structure. This dataset supports the development of the DNN-stack2 model (84.07% accuracy) and is intended for research on cyclist security, urban planning, and machine learning applications.
DOI: 10.15468/dl.avkkeh
title: Occurrence Download

description: A dataset containing 15195 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wetland Invertebrate and Environmental Data 2010 Sampling Events"
 ]
}

 The dataset includes 15195 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012307-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hu83zr
title: Occurrence Download

description: A dataset containing 1371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gallotia galloti (Oudart, 1839)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1371 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012308-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1127213
title: Site Data from Archaeological Investigations at 1 and 2 The Green, Partington, Trafford, Greater Manchester, October - November 2016

description: This collection comprises images, site records, and a vector drawing from multiple archaeological investigations at 1 and 2 the Green, Partington, Trafford, Greater Manchester undertaken by Archaeological Services Ltd on 31st October and 1st November 2016. The evaluation trench to the north of the building footprint revealed no evidence of earlier structures in the grounds of the houses, only a layer of redeposited sand below the topsoil which is likely to represent a storage area for raw materials during construction of the now demolished dwellings.
DOI: 10.5281/zenodo.14056196
title: Replication data for "Data alone will not clear the air"
DOI: 10.5281/zenodo.14512538
title: Replication data for "Data alone will not clear the air"
DOI: 10.5281/zenodo.14922311
title: Replication data for "Data alone will not clear the air"
DOI: 10.15468/dl.wddykz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aclerda takahashii Kuwana, 1932",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012309-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcctyk
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Algyroides marchi Valverde, 1958",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012311-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15032137
title: Test problems and MESA inlists for "AREPO-IDORT: Implicit Discrete Ordinates Radiation Transport for Radiation Magnetohydrodynamics on an Unstructured Moving Mesh"

description: Data for the paper "AREPO-IDORT: Implicit Discrete Ordinates Radiation Transport for Radiation Magnetohydrodynamics on an Unstructured Moving Mesh", including:1. IDORT.zip: Test problems (Configuration files, parameter files, simulation snapshots, Jupyter notebook to reproduce figures). For some notebooks where gadget_readsnap is needed, please also install Arepo-snap-util.2. IDORT_mini.zip: Same as IDORT.zip but excluding the output simulations snapshots.3. MESA_RSG.zip: MESA (r15140 with mesasdk-x86_64-linux-21.4.1) inlists to produce single non-rotating solar-metallicity red supergiants as the initial conditions for 3D AREPO simulations.The radiation transport module and associated test problems have been merged into the master branch of AREPO. Everyone is welcome to try it out! If you are interested in using the radiation module for your research, please first contact me (jingze@mpa-garching.mpg.de) and I am happy to collaborate. This is because (1) I am still a junior researcher and it takes efforts to develop this code, and (2) I would like to avoid conflicting interests between people who'd like to use this code to study similar problems. If you haven't got access to AREPO, please contact Volker Springel (vspringel@mpa-garching.mpg.de).
DOI: 10.5281/zenodo.15032138
title: Test problems and MESA inlists for "AREPO-IDORT: Implicit Discrete Ordinates Radiation Transport for Radiation Magnetohydrodynamics on an Unstructured Moving Mesh"

description: Data for the paper "AREPO-IDORT: Implicit Discrete Ordinates Radiation Transport for Radiation Magnetohydrodynamics on an Unstructured Moving Mesh", including:1. IDORT.zip: Test problems (Configuration files, parameter files, simulation snapshots, Jupyter notebook to reproduce figures). For some notebooks where gadget_readsnap is needed, please also install Arepo-snap-util.2. IDORT_mini.zip: Same as IDORT.zip but excluding the output simulations snapshots.3. MESA_RSG.zip: MESA (r15140 with mesasdk-x86_64-linux-21.4.1) inlists to produce single non-rotating solar-metallicity red supergiants as the initial conditions for 3D AREPO simulations.The radiation transport module and associated test problems have been merged into the master branch of AREPO. Everyone is welcome to try it out! If you are interested in using the radiation module for your research, please first contact me (jingze@mpa-garching.mpg.de) and I am happy to collaborate. This is because (1) I am still a junior researcher and it takes efforts to develop this code, and (2) I would like to avoid conflicting interests between people who'd like to use this code to study similar problems. If you haven't got access to AREPO, please contact Volker Springel (vspringel@mpa-garching.mpg.de).
DOI: 10.60560/hnh6-5b31
title: Friedrich von Amerling. Werkverzeichnis der Gemälde

description: Friedrich von Amerling zählt zu den bedeutendsten europäischen Porträtmaler*innen des 19. Jahrhunderts. Sein Œuvre liest sich wie ein Who’s who der Kaiserstadt Wien. Mitglieder des Hofes, der Hocharistokratie und des gehobenen Bürgertums wollten von ihm gemalt werden, denn niemand vermochte wie er, Sein und Schein so treffend ineinander zu verweben. Zudem beobachtete Amerling sich zeit seines Lebens mittels zahlreicher Selbstporträts und malte viele Künstlerkolleg*innen zu seiner persönlichen Erinnerung. Große Popularität erlangte der Maler mit seinen einfigurigen Genrebildern, in denen Personen aller Altersgruppen aufwendig inszeniert kleine Geschichten erzählen.
Amerlings mehr als 1300 Gemälde sind hier zum ersten Mal in einem bebilderten Werkverzeichnis vereint. Ergänzende Essays berichten von Leben und Werdegang des Künstlers, seiner Kunstauffassung, seinen Modellen sowie von seinem reich ausgestatteten Wohnsitz, dem sogenannten Amerling-Schlössl.
DOI: 10.15468/dl.mtnmyv
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Podarcis lilfordi (Günther, 1874)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 51 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012313-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sr7hey
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "Month is March",
 "TaxonKey is Canis lupus lupus",
 "Year 2017-2025"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012312-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjve84
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tomicus perforans Wollaston, 1857)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012315-250310093411724/datasets/export for details.
DOI: 10.15468/dl.jmbwge
title: Occurrence Download

description: A dataset containing 1970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Japananus hyalinus (Osborn, 1900))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1970 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012317-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpaufn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nealsomyia rufella (Bezzi, 1925))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012316-250310093411724/datasets/export for details.
DOI: 10.60560/zwxq-ht81
title: Georg Eisler. Werkverzeichnis der Gemälde

description: Das Werkverzeichnis der Gemälde Georg Eislers, welches durch die Unterstützung des Georg und Alice Eisler Stiftungsfonds für bildende Künstler und Komponisten entsteht, beruht auf der Vorarbeit der 2016 verstorbenen Kunsthistorikerin und Eisler-Expertin Susanne Berchtold, die die Basis geschaffen hat, auf der dieses Werkverzeichnis entstehen konnte.
Die 2022 im Belvedere gezeigte Im Blick-Ausstellung "Georg Eisler. Spurensuche" brachte den Künstler verstärkt ins
Bewusstsein der Öffentlichkeit, woraufhin zahlreiche Arbeiten aufgefunden und den Beteiligten des Werkverzeichnisses bekannt gemacht wurden. Viele Arbeiten Eislers befinden sich in öffentlichen Sammlungen, ein Großteil der Gemälde aber ist in nationalem und internationalem Privatbesitz.
DOI: 10.15468/dl.8xs4qv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cinara cupressi (Buckton, 1881))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012314-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13829921
title: Fusarium Pan-Annotations: improved individual and collective genome annotations

description: A 'pan-annotation' of genomes from 77 taxa (83 accessions) across the genus Fusarium, delivered as part of the Earlham Institute Strategic Programme Grant 'Decoding Biodiversity' (BBSRC).

Citation:

Leveraging existing data to maximise quality and consistency across gene model annotations: a Fusarium pan-annotation. bioRxiv doi:10.1101/2025.03.12.642647
DOI: 10.5281/zenodo.13829922
title: Fusarium Pan-Annotations: improved individual and collective genome annotations

description: A 'pan-annotation' of genomes from 77 taxa (83 accessions) across the genus Fusarium, delivered as part of the Earlham Institute Strategic Programme Grant 'Decoding Biodiversity' (BBSRC).

Citation:

Leveraging existing data to maximise quality and consistency across gene model annotations: a Fusarium pan-annotation. bioRxiv doi:10.1101/2025.03.12.642647
DOI: 10.15468/dl.f99gpu
title: Occurrence Download

description: A dataset containing 141823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (January, February, March, December, November, October, September, April, May, June, July, August)",
 "TaxonKey is one of (Paphiopedilum Pfitzer, Cypripedium L., Mexipedium V.A.Albert & M.W.Chase, Phragmipedium Rolfe, Selenipedium Rchb.f.)"
 ]
}

 The dataset includes 141823 records from 691 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012295-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukyav5
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gallotia stehlini (Schenkel, 1901)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 88 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012318-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.