cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18253801
title: school : Data Challenge AGATA-like dataset (Simulated)

description: This dataset is used within the EURO-LABS school on analysis reproducibility and collaborative software development. 

It is a set of simulated data produced using various tools (GEF, TkN, Geant4, STOGS) and simulated in beam fission gamma ray emission. Transitions are taken from tabulated tables except for a few nuclei for which "exotic transition" has been added by hand to emulate "new physics".
description: The dataset is made up of root data file and accompaying yaml metadata file containing the calibration and data taking informations.

The root file contains branches related to the heavy fragment information (A,Z identification and velocity measurement) as well as the lab frame gamma ray (energy and angles).
DOI: 10.5281/zenodo.18253800
title: school : Data Challenge AGATA-like dataset (Simulated)

description: This dataset is used within the EURO-LABS school on analysis reproducibility and collaborative software development. 

It is a set of simulated data produced using various tools (GEF, TkN, Geant4, STOGS) and simulated in beam fission gamma ray emission. Transitions are taken from tabulated tables except for a few nuclei for which "exotic transition" has been added by hand to emulate "new physics".
description: The dataset is made up of root data file and accompaying yaml metadata file containing the calibration and data taking informations.

The root file contains branches related to the heavy fragment information (A,Z identification and velocity measurement) as well as the lab frame gamma ray (energy and angles).
DOI: 10.15468/dl.qzb2my
title: Occurrence Download

description: A dataset containing 315280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida",
 "Year 2005-2026"
 ]
}

 The dataset includes 315280 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012254-260108223611665/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.28851920
title: UCSC genome browser files

description: UV-crosslinking data (CRAC) for the T6SS immunity protein RhsFI from EHEC.
DOI: 10.15468/dl.utc44y
title: Occurrence Download

description: A dataset containing 16177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Themisto gaudichaudii Guérin, 1825"
 ]
}

 The dataset includes 16177 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002738-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4qx-qkq-068
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hzm-1tj-5k0
title: Squalus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bwg-1fa-a52
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tk0-280-jt5
title: Galeorhinus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.60707/svar-da83
title: Bulk oxygen isotope analysis of bulk aggregate sample OREX-803110-0
DOI: 10.3535/0ql-6jg-xf9
title: Elephantidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dj7-1l0-3yk
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j06-szf-ycl
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ks-jvq-qxx
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4p-fn0-33k
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kmr-zm3-6d8
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8jf-dhx-e1k
title: †Hemiaster Desor in Agassiz & Desor, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g3c-fsm-rrg
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.60707/epe4-4e50
title: Bulk oxygen isotope analysis of coarser fraction of bulk aggregate sample OREX-803136-0
DOI: 10.3535/czh-nny-frl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qwv-vev-qex
title: Carcharhinidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3m2-6xv-j7j
title: Cibicides Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/187-plw-qlx
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nyz-anm-m8m
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bj2-8xs-x1x
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cl3-t7p-10y
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ahr-kmc-e46
title: †Cyrtina Davidson, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrh-1ky-g60
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.60707/mdmx-0j95
title: Bulk oxygen isotope analysis of coarser fraction of bulk aggregate sample OREX-803136-0
DOI: 10.3535/a7y-kgt-jmh
title: †Simplorbitolina manasi Ciry & Rat, 1953

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvv-rcn-169
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/322-vnf-l8g
title: †Echinocorys Leske, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f9z-f2b-wrb
title: †Pilocrinus Jaekel, 1907

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zpt-jfp-9ft
title: Ovis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pmm-4ab-v72
title: Elephantidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vpt-50t-e7m
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/077-cfv-97f
title: †Camerogalerus Quenstedt, 1873

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/axg-76w-db5
title: Ogygiocarella

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.60707/qx28-w397
title: Bulk oxygen isotope analysis of finer fraction of bulk aggregate sample OREX-803137-0
DOI: 10.3535/4xx-sfp-q50
title: †Orbitoides d'Orbigny, in Lyell, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwh-ez7-pzr
title: †Lepidocentrus Müller, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8p3-nay-res
title: Squalus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tst-m16-5rq
title: Lamniformes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/895-v6m-wae
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9pp-h5j-jrw
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/he0-prv-mhq
title: †Chariocrinus Hess, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/14y-6c0-2zp
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gy4-k2b-sg8
title: Raja clavata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.60707/3kzn-r786
title: Bulk oxygen isotope analysis of finer fraction of bulk aggregate sample OREX-803137-0
DOI: 10.3535/8pn-p8k-269
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/stt-29a-rgn
title: †Cyrtospirifer Nalivkin in Fredericks, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8extrv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dolichopteroides Parin, Belyanina & Evseenko, 2009",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.0031 -15.9691,43.978 -16.1504,44.9648 -16.1504,44.9648 -15.5455,44.7261 -15.708,44.2309 -15.7446,44.0031 -15.9691))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008535-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.14016564
title: XAI for benchmarking black-box metaheuristics - additional files

description: This is the reproducibility repository for the paper 'XAI for Benchmarking Black-Box Metaheuristics'.

 

The main file for reproducing our data and visualizations is the notebook 'Reproducibility', which contains the full set of steps to collect, process and visualize the data. The folder 'Figures' contains equivalent figures to those present in the paper for all considered functions / budgets / parameters.
DOI: 10.5281/zenodo.14016565
title: XAI for benchmarking black-box metaheuristics - additional files

description: This is the reproducibility repository for the paper 'XAI for Benchmarking Black-Box Metaheuristics'.

 

The main file for reproducing our data and visualizations is the notebook 'Reproducibility', which contains the full set of steps to collect, process and visualize the data. The folder 'Figures' contains equivalent figures to those present in the paper for all considered functions / budgets / parameters.
DOI: 10.6084/m9.figshare.29098781
title: Datasets of NMR, XRD, and SEC-MALS

description: We report the semisynthesis of copolymers with a basic skeleton composed of alternating glucose (G)/glucuronate (U) units via the regioselective surface oxidation of plant cellulose crystallites, followed by mechanical shearing of the oxidized crystallites in water. The molecular weights and yields of the resulting G/U copolymers varied depending on the degree of oxidation (DO) of the crystallites and method of mechanical shearing and were approximately 8000‒15000 g/mol and 4‒16%, respectively. Interestingly, the molecular chain length distributions of the G/U copolymers were in good agreement with the length distributions of the dent defects formed on the crystallite surfaces. We conclude that the oxidized surface molecules of the crystallites were stripped during the mechanical shearing process to yield the G/U copolymers, and these parts of the surfaces were identified as the crystallite defects. Thus, novel biobased alternating copolymers, which cannot be artificially synthesized, are produced via the chemical functionalization of plant cellulose crystallites utilizing the two-fold helix structure of the surface molecules as a template
DOI: 10.15468/dl.uzs5m5
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.73901 36.90397,-6.66106 36.90397,-6.66106 42.25581,-9.73901 42.25581,-9.73901 36.90397))",
 "OccurrenceStatus is Present",
 "TaxonKey is Convolvulus fernandesii P.Silva & Teles",
 "Year 1975-2025"
 ]
}

 The dataset includes 52 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007051-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k62j9d
title: Occurrence Download

description: A dataset listing the 128 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.31816 10.24923,-83.79355 10.24923,-83.79355 10.56308,-84.31816 10.56308,-84.31816 10.24923))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Squamata",
 "Year 2000-2025"
 ]
}

 The dataset's 128 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007033-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uca78q
title: Occurrence Download

description: A dataset listing the 1094 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.05535 51.50552,5.05286 51.48522,5.07523 51.4846,5.09738 51.51049,5.10567 51.52747,5.09801 51.5312,5.0831 51.52788,5.07253 51.51919,5.06404 51.51318,5.05535 51.50552))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1094 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007031-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j65kjy
title: Occurrence Download

description: A dataset containing 2937 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sperm morphology of 264 songbird species"
 ]
}

 The dataset includes 2937 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007054-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgz24y
title: Occurrence Download

description: A dataset containing 6640 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)"
 ]
 }
 },
 "TaxonKey is Murbeckiella Rothm."
 ]
}

 The dataset includes 6640 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007052-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14502922
title: Synthesizing Structural and Process Views of MLOps Architectures: A Systematic Mapping Study

description: This repository contains all the data, scripts, and documents that can assist the readers in replicating our research which is currently under submission.

The following are included in this replication package:

The folder ‘data’ includes 3 spreadsheet files containing search and snowballing results (list of selected papers), data extraction, and data synthesis.

The ‘documents’ folder contains the research design of this study. The study aims to synthesize a comprehensive architecture of state-of-the-art MLOps systems from a structural perspective (RQ1) and a process perspective (RQ2).

All the scripts that help the interested reader to automate parts of the research and synthesis process can be found in the ‘scripts’ folder.

To replicate the process one may consult the protocol.
DOI: 10.5281/zenodo.14502923
title: Synthesizing Structural and Process Views of MLOps Architectures: A Systematic Mapping Study

description: This repository contains all the data, scripts, and documents that can assist the readers in replicating our research which is currently under submission.

The following are included in this replication package:

The folder ‘data’ includes 4 spreadsheet files containing search results (list of initial papers), snowballing results, data extraction, and data synthesis.

The ‘documents’ folder contains the research design of this study. The study aims to synthesize a comprehensive architecture of state-of-the-art MLOps systems from a structural perspective (RQ1) and a process perspective (RQ2).

All the scripts that help the interested reader to automate parts of the research and synthesis process can be found in the ‘scripts’ folder.

To replicate the process one may consult the protocol.
DOI: 10.5281/zenodo.15463881
title: Synthesizing Structural and Process Views of MLOps Architectures: A Systematic Mapping Study

description: This repository contains all the data, scripts, and documents that can assist the readers in replicating our research which is currently under submission.

The following are included in this replication package:

The folder ‘data’ includes 3 spreadsheet files containing search and snowballing results (list of selected papers), data extraction, and data synthesis.

The ‘documents’ folder contains the research design of this study. The study aims to synthesize a comprehensive architecture of state-of-the-art MLOps systems from a structural perspective (RQ1) and a process perspective (RQ2).

All the scripts that help the interested reader to automate parts of the research and synthesis process can be found in the ‘scripts’ folder.

To replicate the process one may consult the protocol.
DOI: 10.15468/dl.vhcftp
title: Occurrence Download

description: A dataset listing the 114 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.16143 10.32547,-83.96151 10.32547,-83.96151 10.46099,-84.16143 10.46099,-84.16143 10.32547))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Squamata",
 "Year 2000-2025"
 ]
}

 The dataset's 114 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007043-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8n28a
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Caledonia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllanthus deplanchei Müll.Arg."
 ]
}

 The dataset includes 39 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007055-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsazsx
title: Occurrence Download

description: A dataset listing the 73 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.116 10.35096,-84.00682 10.35096,-84.00682 10.42838,-84.116 10.42838,-84.116 10.35096))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Squamata",
 "Year 2000-2025"
 ]
}

 The dataset's 73 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007044-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yucp34
title: Occurrence Download

description: A dataset containing 30334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ethiopia",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1000-1900"
 ]
}

 The dataset includes 30334 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007056-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pm7adu
title: Occurrence Download

description: A dataset containing 16307 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)"
 ]
 }
 },
 "TaxonKey is Murdannia Royle"
 ]
}

 The dataset includes 16307 records from 368 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007058-250515123054153/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.29098775
title: Data and scripts for 'Species-specific trends in migratory passage time through Nigeria based on long-term ringing data'

description: Data and script associated to the manuscript 'Species-specific trends in migratory passage time through Nigeria based on long-term ringing data'.
DOI: 10.15468/dl.3cyp2b
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.8037 36.4479,-6.2363 36.4479,-6.2363 42.34759,-9.8037 42.34759,-9.8037 36.4479))",
 "OccurrenceStatus is Present",
 "TaxonKey is Convolvulus lineatus L.",
 "Year 1975-2025"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007059-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2u7gc3
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Diversity of plant species of great importance: the case of Adansonia digitata)",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, 633602e8-4c6f-4619-b433-c4968da3ed08)",
 "TaxonKey is Adansonia digitata L."
 ]
}

 The dataset includes 89 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007060-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfkvz5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.93128 36.55373,-6.54233 36.55373,-6.54233 42.28513,-9.93128 42.28513,-9.93128 36.55373))",
 "OccurrenceStatus is Present",
 "TaxonKey is Culcita macrocarpa C.Presl",
 "Year 1975-2025"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007061-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15463901
title: Björn Thiberg Master Thesis Source Code and Results
DOI: 10.5281/zenodo.15463902
title: Björn Thiberg Master Thesis Source Code and Results