cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id9944.1
title: StrainInfo SI-ID 9944.1

description: StrainInfo dataset 9944 about a strain of Burkholderia stabilis. 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-id9945.1
title: StrainInfo SI-ID 9945.1

description: StrainInfo dataset 9945 about a strain of Burkholderia cepacia. 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-id9946.1
title: StrainInfo SI-ID 9946.1

description: StrainInfo dataset 9946 about a strain of Burkholderia multivorans. 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-id9947.1
title: StrainInfo SI-ID 9947.1

description: StrainInfo dataset 9947 about a strain of Burkholderia stabilis. 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: 10.20372/aau_rdm/qran2a
title: Perinatal Outcome after Term Induction of IUGR Fetuses at three Teaching Hospital of Addis Ababa University

description: The Data was Perinatal Outcome after Term Induction of IUGR Fetuses at three Teaching Hospital of Addis Ababa University
DOI: 10.60712/si-id9984.1
title: StrainInfo SI-ID 9984.1

description: StrainInfo dataset 9984 about a strain of Halobacillus halophilus. 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-id9851.1
title: StrainInfo SI-ID 9851.1

description: StrainInfo dataset 9851 about a strain of Campylobacter lari subsp. concheus. 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-id9987.1
title: StrainInfo SI-ID 9987.1

description: StrainInfo dataset 9987 about a strain of Bacillus cereus. 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-id9852.1
title: StrainInfo SI-ID 9852.1

description: StrainInfo dataset 9852 about a strain of Campylobacter sputorum. 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-id9854.1
title: StrainInfo SI-ID 9854.1

description: StrainInfo dataset 9854 about a strain of Campylobacter sputorum. 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-id9855.1
title: StrainInfo SI-ID 9855.1

description: StrainInfo dataset 9855 about a strain of Flavobacterium columnare. 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-id9948.1
title: StrainInfo SI-ID 9948.1

description: StrainInfo dataset 9948 about a strain of Burkholderia stabilis. 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-id9949.1
title: StrainInfo SI-ID 9949.1

description: StrainInfo dataset 9949 about a strain of Burkholderia multivorans. 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-id9950.1
title: StrainInfo SI-ID 9950.1

description: StrainInfo dataset 9950 about a strain of Burkholderia cepacia. 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-id9951.1
title: StrainInfo SI-ID 9951.1

description: StrainInfo dataset 9951 about a strain of Burkholderia cepacia. 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-id9988.1
title: StrainInfo SI-ID 9988.1

description: StrainInfo dataset 9988 about a strain of Niallia circulans. 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-id9989.1
title: StrainInfo SI-ID 9989.1

description: StrainInfo dataset 9989 about a strain of Niallia circulans. 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-id9990.1
title: StrainInfo SI-ID 9990.1

description: StrainInfo dataset 9990 about a strain of Niallia circulans. 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-id9991.1
title: StrainInfo SI-ID 9991.1

description: StrainInfo dataset 9991 about a strain of Niallia circulans. 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-id9856.1
title: StrainInfo SI-ID 9856.1

description: StrainInfo dataset 9856 about a strain of Tenacibaculum maritimum. 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-id9858.1
title: StrainInfo SI-ID 9858.1

description: StrainInfo dataset 9858 about a strain of Flavobacterium columnare. 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-id9859.1
title: StrainInfo SI-ID 9859.1

description: StrainInfo dataset 9859 about a strain of Flexibacter flexilis. 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-id9952.1
title: StrainInfo SI-ID 9952.1

description: StrainInfo dataset 9952 about a strain of Burkholderia multivorans. 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-id9953.1
title: StrainInfo SI-ID 9953.1

description: StrainInfo dataset 9953 about a strain of Burkholderia multivorans. 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-id9954.1
title: StrainInfo SI-ID 9954.1

description: StrainInfo dataset 9954 about a strain of Limosilactobacillus fermentum. 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-id9955.1
title: StrainInfo SI-ID 9955.1

description: StrainInfo dataset 9955 about a strain of Lactiplantibacillus plantarum. 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-id9992.1
title: StrainInfo SI-ID 9992.1

description: StrainInfo dataset 9992 about a strain of Niallia circulans. 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-id9993.1
title: StrainInfo SI-ID 9993.1

description: StrainInfo dataset 9993 about a strain of Niallia circulans. 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-id9994.1
title: StrainInfo SI-ID 9994.1

description: StrainInfo dataset 9994 about a strain of Niallia circulans. 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-id9995.1
title: StrainInfo SI-ID 9995.1

description: StrainInfo dataset 9995 about a strain of Niallia circulans. 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.wqpukk
title: Occurrence Download

description: A dataset containing 28920 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clitopilus prunulus (Scop.) P.Kumm."
 ]
}

 The dataset includes 28920 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079175-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ua2jm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Casuariiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 10,40 10,40 20,30 20,30 10))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025281-251009101135966/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc110845426
title: Persepolis Fortification Anepigraphic Tablet 0330A.201, PFAnep 0330A.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0330A.201, PFUT 0330A-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Right edge broken. Damage on bottom of obverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110846703
title: Persepolis Fortification Anepigraphic Tablet 0311.201, PFAnep 0311.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0311.201, PFUT 0311-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Left side of tablet broken off, part of right edge. Breakage on upper and bottom edges. Damaged reverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110845420
title: Persepolis Fortification Anepigraphic Tablet 0330A.201, PFAnep 0330A.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0330A.201, PFUT 0330A-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Right edge broken. Damage on bottom of obverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110846701
title: Persepolis Fortification Anepigraphic Tablet 0311.201, PFAnep 0311.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0311.201, PFUT 0311-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Left side of tablet broken off, part of right edge. Breakage on upper and bottom edges. Damaged reverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110845330
title: Persepolis Fortification Anepigraphic Tablet 0307.201, PFAnep 0307.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0307.201, PFUT 0307-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, reverse? ❧ [Physical Object Note:] Upper edge broken off. Cracks on left edge, obverse, right edge, reverse, upper edge. (Upper and bottom edges may be reversed)
DOI: 10.15468/dl.p7rk79
title: Occurrence Download

description: A dataset containing 3869811 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantago"
 ]
}

 The dataset includes 3869811 records from 6305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024186-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18778023
title: Automating Iconclass: Ground Truth and Model Predictions for Early Modern Religious Woodcuts

description: This dataset accompanies the article:

Thomas, Drew B. (2026). “Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts.” Digital Culture & Education, 16(3).

It contains bibliographic metadata, ground-truth Iconclass annotations, and model predictions for a curated corpus of early modern religious woodcut illustrations printed in the Holy Roman Empire before 1601.

The corpus includes:





Illustrations from the 1534 edition of Martin Luther’s German Bible




Illustrations from the 1551 edition of Luther’s Bible




A selected thematic subset of biblical scenes (Adam and Eve, Noah’s Ark, Annunciation, Nativity, Last Supper, Crucifixion)



Each image record includes a manually assigned ground-truth Iconclass code and predicted Iconclass codes generated using two Retrieval-Augmented Generation (RAG) model configurations:





RAG with hybrid (keyword + vector) retrieval over a hierarchical Iconclass database




RAG with vector retrieval over a basic Iconclass database



Predictions are evaluated using a hierarchical match framework that accounts for full, partial, and over-specified matches.

The dataset preserves:





Book-level bibliographic metadata




Image-level Iconclass annotations




Model predictions for two configurations




Match-type evaluation categories



Digitized page images are held by the respective libraries and are not redistributed in this dataset.

This dataset supports research in digital humanities, computational art history, and automated iconographic classification, and enables replication of the evaluation framework reported in the published article.
DOI: 10.5281/zenodo.18778022
title: Automating Iconclass: Ground Truth and Model Predictions for Early Modern Religious Woodcuts

description: This dataset accompanies the article:

Thomas, Drew B. (2026). “Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts.” Digital Culture & Education, 16(3).

It contains bibliographic metadata, ground-truth Iconclass annotations, and model predictions for a curated corpus of early modern religious woodcut illustrations printed in the Holy Roman Empire before 1601.

The corpus includes:





Illustrations from the 1534 edition of Martin Luther’s German Bible




Illustrations from the 1551 edition of Luther’s Bible




A selected thematic subset of biblical scenes (Adam and Eve, Noah’s Ark, Annunciation, Nativity, Last Supper, Crucifixion)



Each image record includes a manually assigned ground-truth Iconclass code and predicted Iconclass codes generated using two Retrieval-Augmented Generation (RAG) model configurations:





RAG with hybrid (keyword + vector) retrieval over a hierarchical Iconclass database




RAG with vector retrieval over a basic Iconclass database



Predictions are evaluated using a hierarchical match framework that accounts for full, partial, and over-specified matches.

The dataset preserves:





Book-level bibliographic metadata




Image-level Iconclass annotations




Model predictions for two configurations




Match-type evaluation categories



Digitized page images are held by the respective libraries and are not redistributed in this dataset.

This dataset supports research in digital humanities, computational art history, and automated iconographic classification, and enables replication of the evaluation framework reported in the published article.
DOI: 10.5281/zenodo.18770905
title: Impact of Stealthy Hyperuniform Magnetic Impurity Configurations on Bulk Magnetism in a two-dimensional Heisenberg Model

description: Fig2

 

x_imp,y_imp : Position of impurities in the lattice.

 

kx,ky: Wave number

 

S(k) : Total structure factor

        S_A(k),S_B(k) 

: Sublattice-resolved structure factors for sublattices A and B, respectively

 

Fig3

 

xi : Distance from impurity sites.

 

Fig5

random_count,configuration_II_count,configuration_I_count

: The number of occurrences in each histogram bin

Fig6

M_AF : Averaged staggered magnetization

F : A quantity characterizing the spatial configuration of impurities.
DOI: 10.5281/zenodo.18770904
title: Impact of Stealthy Hyperuniform Magnetic Impurity Configurations on Bulk Magnetism in a two-dimensional Heisenberg Model

description: Fig2

 

x_imp,y_imp : Position of impurities in the lattice.

 

kx,ky: Wave number

 

S(k) : Total structure factor

        S_A(k),S_B(k) 

: Sublattice-resolved structure factors for sublattices A and B, respectively

 

Fig3

 

xi : Distance from impurity sites.

 

Fig5

random_count,configuration_II_count,configuration_I_count

: The number of occurrences in each histogram bin

Fig6

M_AF : Averaged staggered magnetization

F : A quantity characterizing the spatial configuration of impurities.
DOI: 10.15468/dl.j8vccu
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyrinchus flavigularis",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 151 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001323-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk3p3a
title: Occurrence Download

description: A dataset containing 21482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sequoia sempervirens",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21482 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001324-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8nng5
title: Occurrence Download

description: A dataset containing 34131101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aves, Insecta, Plantae)"
 ]
}

 The dataset includes 34131101 records from 3920 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001250-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhu4gf
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kaisupeea orthocarpa B.L.Burtt"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034483-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rz1lf
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004924-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.py75bu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039111-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.