cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25654/45652.3
title: Schuljahreserhebung berufsbildende Schulen, Schuljahr 2015/16

description: Mit der Schuljahreserhebung erfasst die Behörde für Schule und Berufsbildung in Hamburg jährlich nach Schuljahresbeginn eine Vielzahl von schülerindividuellen statistischen Daten.
Diese Daten sind unter anderem Grundlage für Prognosen, interne Bedarfsplanungen sowie Bildungsberichtserstattung (z.B. Berichtspflicht gegenüber der KMK, Hamburger Bildungsbericht).
description: Other
description: Datenabzug aus Schulverwaltungssoftware
description: Schülerinnen und Schüler berufsbildender Schulen in Hamburg im Schuljahr 2015/16; Schulentlassene berufsbildender Schulen in Hamburg im Schuljahr 2014/15.
description: Vollerhebung
DOI: 10.60712/si-id298523.1
title: StrainInfo SI-ID 298523.1

description: StrainInfo dataset 298523 about a strain of Kallichroma tethys. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id298524.1
title: StrainInfo SI-ID 298524.1

description: StrainInfo dataset 298524 about a strain of Lignincola laevis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.25654/45652.4
title: Schuljahreserhebung berufsbildende Schulen, Schuljahr 2016/17

description: Mit der Schuljahreserhebung erfasst die Behörde für Schule und Berufsbildung in Hamburg jährlich nach Schuljahresbeginn eine Vielzahl von schülerindividuellen statistischen Daten.
Diese Daten sind unter anderem Grundlage für Prognosen, interne Bedarfsplanungen sowie Bildungsberichtserstattung (z.B. Berichtspflicht gegenüber der KMK, Hamburger Bildungsbericht).
description: Other
description: Datenabzug aus Schulverwaltungssoftware
description: Schülerinnen und Schüler berufsbildender Schulen in Hamburg im Schuljahr 2016/17; Schulentlassene berufsbildender Schulen in Hamburg im Schuljahr 2015/16.
description: Vollerhebung
DOI: 10.60712/si-id298525.1
title: StrainInfo SI-ID 298525.1

description: StrainInfo dataset 298525 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.uadxbh
title: Occurrence Download

description: A dataset containing 7748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melaleuca quinquenervia (Cav.) S.T.Blake"
 ]
}

 The dataset includes 7748 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030860-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhfnjc
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Indolestes anomalus Fraser, 1946",
 "Year 2000-2024"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084661-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25654/45652.5
title: Schuljahreserhebung berufsbildende Schulen, Schuljahr 2017/18

description: Mit der Schuljahreserhebung erfasst die Behörde für Schule und Berufsbildung in Hamburg jährlich nach Schuljahresbeginn eine Vielzahl von schülerindividuellen statistischen Daten.
Diese Daten sind unter anderem Grundlage für Prognosen, interne Bedarfsplanungen sowie Bildungsberichtserstattung (z.B. Berichtspflicht gegenüber der KMK, Hamburger Bildungsbericht).
description: Other
description: Datenabzug aus Schulverwaltungssoftware
description: Schülerinnen und Schüler berufsbildender Schulen in Hamburg im Schuljahr 2017/18; Schulentlassene berufsbildender Schulen in Hamburg im Schuljahr 2016/17.
description: Vollerhebung
DOI: 10.60712/si-id298574.1
title: StrainInfo SI-ID 298574.1

description: StrainInfo dataset 298574 about a strain of Cordyceps spegazzinii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.noltl1
title: Occurrence Download

description: A dataset containing 19406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Casuarina L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19406 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004098-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25654/45652.6
title: Schuljahreserhebung berufsbildende Schulen, Schuljahr 2018/19

description: Mit der Schuljahreserhebung erfasst die Behörde für Schule und Berufsbildung in Hamburg jährlich nach Schuljahresbeginn eine Vielzahl von schülerindividuellen statistischen Daten.
Diese Daten sind unter anderem Grundlage für Prognosen, interne Bedarfsplanungen sowie Bildungsberichtserstattung (z.B. Berichtspflicht gegenüber der KMK, Hamburger Bildungsbericht).
description: Other
description: Datenabzug aus Schulverwaltungssoftware
description: Schülerinnen und Schüler berufsbildender Schulen in Hamburg im Schuljahr 2018/19; Schulentlassene berufsbildender Schulen in Hamburg im Schuljahr 2017/18.
description: Vollerhebung
DOI: 10.60712/si-id298575.1
title: StrainInfo SI-ID 298575.1

description: StrainInfo dataset 298575 about a strain of Didymium squamulosum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.jzfzr3
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Algeria",
 "Geometry POLYGON((-57.40728 -10.07716,80.40728 -10.07716,80.40728 45.07716,-57.40728 45.07716,-57.40728 -10.07716))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oenanthe moesta (Lichtenstein, 1823)"
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220428-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id298576.1
title: StrainInfo SI-ID 298576.1

description: StrainInfo dataset 298576 about a strain of Lasiodiplodia theobromae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.wpnuyc
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Oryza sativa L."
 ]
}

 The dataset includes 103 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092265-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id298577.1
title: StrainInfo SI-ID 298577.1

description: StrainInfo dataset 298577 about a strain of Lasiodiplodia theobromae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id298654.1
title: StrainInfo SI-ID 298654.1

description: StrainInfo dataset 298654 about a strain of Saccharomyces cerevisiae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.5uc2ye
title: Occurrence Download

description: A dataset containing 3323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvinia ×molesta D.S.Mitch."
 ]
}

 The dataset includes 3323 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030909-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25654/45652.7
title: Schuljahreserhebung berufsbildende Schulen, Schuljahr 2019/20

description: Mit der Schuljahreserhebung erfasst die Behörde für Schule und Berufsbildung in Hamburg jährlich nach Schuljahresbeginn eine Vielzahl von schülerindividuellen statistischen Daten.
Diese Daten sind unter anderem Grundlage für Prognosen, interne Bedarfsplanungen sowie Bildungsberichtserstattung (z.B. Berichtspflicht gegenüber der KMK, Hamburger Bildungsbericht).
description: Other
description: Datenabzug aus Schulverwaltungssoftware
description: Schülerinnen und Schüler berufsbildender Schulen in Hamburg im Schuljahr 2019/20; Schulentlassene berufsbildender Schulen in Hamburg im Schuljahr 2018/19.
description: Vollerhebung
DOI: 10.60712/si-id298655.1
title: StrainInfo SI-ID 298655.1

description: StrainInfo dataset 298655 about a strain of Saccharomyces cerevisiae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.n44h43
title: Occurrence Download

description: A dataset containing 29376735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 29376735 records from 13352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084638-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18607235
title: Immersive equity: virtual reality and agentic artificial intelligence as catalysts for equity in education
DOI: 10.5281/zenodo.18607236
title: Immersive equity: virtual reality and agentic artificial intelligence as catalysts for equity in education
DOI: 10.15468/dl.k7mc57
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canarium strictum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 230 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007894-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68nj67
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ornithoboea barbanthera"
 ]
}

 The dataset includes 29 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007895-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brgmar
title: Occurrence Download

description: A dataset containing 9625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paederia foetida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9625 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007897-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggz3hq
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Atriplex wolfii"
 ]
}

 The dataset includes 51 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007898-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17630/50e596c3-7537-4f74-b503-e9bcc5c8b95a
title: A First Look at the Privacy Harms of the Public Suffix List (dataset & code)

description: Dataset and code to support the publication "A First Look at the Privacy Harms of the Public Suffix List".
DOI: 10.15468/dl.fqshv8
title: Occurrence Download

description: A dataset containing 876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Torenia anagallis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 876 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007901-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em6k3a
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sowerbaea laxiflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 432 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007899-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qx8eqq
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canthium parvifolium",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 82 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007900-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18606531
title: AI and Numerical Models in  Forecasting Boundary-Layer Jet
DOI: 10.15468/dl.33w794
title: Occurrence Download

description: A dataset containing 10663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Humulus scandens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10663 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007902-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18606530
title: AI and Numerical Models in  Forecasting Boundary-Layer Jet
DOI: 10.5281/zenodo.18607138
title: Interpretability of linear regression models of glassy dynamics

description: This dataset is associated with "Interpretability of linear regression models of glassy dynamics" by A. Sharma, C. Liu, M. Ozawa, and D. Coslovich [https://arxiv.org/abs/2508.15933]. It includes data and workflow to reproduce the analysis and the manuscript's figures.

To reproduce the figures, download and extract the package interpretability_sharma.tar.gz, then execute

./make setup./make all

This will recreate the figures under figures/ and the tables under tables/. If the setup fails because of missing dependencies, read the file project document below and check the requirements, or download the docker image  interpretability_sharma-docker.tar.gz and run the same commands within a container. If the command fails because of issues with LaTeX, execute

LATEX=false ./make all

To reproduce the entire analysis, remove the pantarei cache and run the workflow again

rm -rf .pantarei./make all

This will take a couple of hours in total on a laptop.

For more details, check out the project web page or the project document project.pdf. Org-mode and Jupyter notebooks to reproduce the workflow interactively are available in the project package.

Changelog:



1.1.0: split scripts; fix paths in Docker image; remove spurious folder in data/

1.0.0: initial submission
DOI: 10.6084/m9.figshare.31293145
title: 16S rRNA sequencing dataset from the manuscript: <i>Early risk stratification of late-onset sepsis in very preterm infants by intestinal microbiota profiling: a multicenter case-control validation study</i>

description: Contains 16S rRNA sequencing data from preterm infants (&lt;30 weeks) with late-onset sepsis (n=58) and matched controls (n=58) with one discovery cohort and two validations cohorts.
DOI: 10.6084/m9.figshare.31293145.v1
title: 16S rRNA sequencing dataset from the manuscript: <i>Early risk stratification of late-onset sepsis in very preterm infants by intestinal microbiota profiling: a multicenter case-control validation study</i>

description: Contains 16S rRNA sequencing data from preterm infants (&lt;30 weeks) with late-onset sepsis (n=58) and matched controls (n=58) with one discovery cohort and two validations cohorts.
DOI: 10.15468/dl.cxm894
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Austrochloris dichanthioides"
 ]
}

 The dataset includes 55 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007904-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kafunk
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Theropogon pallidus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 84 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007906-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvgajf
title: Occurrence Download

description: A dataset containing 3622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carallia brachiata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3622 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007907-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16346969
title: Data for: Age-related deficits in reference frame switching of map-based navigation ability

description: Data for manuscript "Age-related deficits in reference frame switching of map-based navigation ability"
DOI: 10.5281/zenodo.16346970
title: Data for: Age-related deficits in reference frame switching of map-based navigation ability

description: Data for manuscript "Age-related deficits in reference frame switching of map-based navigation ability"
DOI: 10.15468/dl.naccvc
title: Occurrence Download

description: A dataset containing 9604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Torenia crustacea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 9604 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007905-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/data/llvdax
title: High resolution light-based 3D printing of a bio-sourced monomer with tuneable depolymerisation [data]

description: Light-based 3D printing has historically relied mainly on the photopolymerisation of (meth)acrylate-based inks. However, exploring new chemistries that include heteroatom-containing linkages can increase depolymerisation options and results in more sustainable inks. Bio-based dithiolanes are an emerging class of alternative printable materials. Herein, we present a dithiolane-based ink. Herein, we present a dithiolane-based ink and analyse its printing performance across scales—from macroscale structures fabricated via digital light processing to microscale features achieved through two-photon laser printing. We demonstrate the successful fabrication of complex 3D structures with fine feature resolution, highlighting the material's suitability for microscale applications. Moreover, we incorporate a thermally latent base to enable controlled thermal depolymerisation, which is effective across both printing scales. This work represents the first example of targeted depolymerisation in microprinted structures using an embedded latent base, offering a novel and sustainable (meth)acrylate-free strategy.
DOI: 10.15468/dl.uq9scu
title: Occurrence Download

description: A dataset containing 23536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ampelopsis glandulosa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 23536 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007908-260208012135463/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.31313623
title: BN-CA_dataset

description: BN-CA_dataset<br>
DOI: 10.6084/m9.figshare.31313623.v1
title: BN-CA_dataset

description: BN-CA_dataset<br>