cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/uschist-c104-239213
title: Trojan family, vol. 15, no. 7 (1983 Apr.)

description: Trojan family, vol. 15, no. 7 (1983 April). For alumni, parents, and friends of the University of Southern California. Published monthly, except in January, July and August.
DOI: 10.5281/zenodo.18725093
title: Milk & Dairy Cold-Chain Datasets for Human–AI Co-Creation Study
DOI: 10.25549/uschist-c104-239220
title: Trojan family, vol. 15, no. 7 (1983 Apr.)

description: Trojan family, vol. 15, no. 7 (1983 April). For alumni, parents, and friends of the University of Southern California. Published monthly, except in January, July and August.
DOI: 10.5281/zenodo.18725092
title: Milk & Dairy Cold-Chain Datasets for Human–AI Co-Creation Study
DOI: 10.25549/uschist-c104-238781
title: Trojan family, vol. 12, no. 9 (1980 June)

description: Trojan family, vol. 13 [sic, i.e. 12], no. 9 (1980 June). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238786
title: Trojan family, vol. 12, no. 10 (1980 July)

description: Trojan family, vol. 13 [sic, i.e. 12], no. 10 (1980 July). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238790
title: Trojan family, vol. 12, no. 10 (1980 July)

description: Trojan family, vol. 13 [sic, i.e. 12], no. 10 (1980 July). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238793
title: Trojan family, vol. 12, no. 10 (1980 July)

description: Trojan family, vol. 13 [sic, i.e. 12], no. 10 (1980 July). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238807
title: Trojan family, vol. 12, no. 11 (1980 Aug.-Sept.)

description: Trojan family, vol. 13 [sic, i.e. 12], no. 11 (1980 August-September). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238815
title: Trojan family, vol. 12, no. 11 (1980 Aug.-Sept.)

description: Trojan family, vol. 13 [sic, i.e. 12], no. 11 (1980 August-September). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238833
title: Trojan family, vol. 13, no. 1 (1980 Oct.)

description: Trojan family, vol. 13, no. 1 (1980 October). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238836
title: Trojan family, vol. 13, no. 2 (1980 Nov.)

description: Trojan family, vol. 13, no. 2 (1980 November). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238839
title: Trojan family, vol. 13, no. 2 (1980 Nov.)

description: Trojan family, vol. 13, no. 2 (1980 November). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238850
title: Trojan family, vol. 13, no. 2 (1980 Nov.)

description: Trojan family, vol. 13, no. 2 (1980 November). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-239692
title: USC Trojan family, vol. 18, no. 2 (1985 Oct.)

description: USC Trojan family, vol. 18, no. 2 (1985 October). Published monthly, except January, June and August.
DOI: 10.25549/uschist-c104-239693
title: USC Trojan family, vol. 18, no. 2 (1985 Oct.)

description: USC Trojan family, vol. 18, no. 2 (1985 October). Published monthly, except January, June and August.
DOI: 10.15468/dl.pc7br9
title: Occurrence Download

description: A dataset containing 21626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyroidina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21626 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000022-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-239700
title: USC Trojan family, vol. 18, no. 2 (1985 Oct.)

description: USC Trojan family, vol. 18, no. 2 (1985 October). Published monthly, except January, June and August.
DOI: 10.25549/uschist-c104-239705
title: USC Trojan family, vol. 18, no. 2 (1985 Oct.)

description: USC Trojan family, vol. 18, no. 2 (1985 October). Published monthly, except January, June and August.
DOI: 10.25549/uschist-c104-239706
title: USC Trojan family, vol. 18, no. 2 (1985 Oct.)

description: USC Trojan family, vol. 18, no. 2 (1985 October). Published monthly, except January, June and August.
DOI: 10.5281/zenodo.18664624
title: Datasets - "Counting particles in cryo-electron microscopy may result in incorrect population estimates"

description: Datasets associated with the paper "Counting particles in cryo-electron microscopy may result in incorrect population estimates".iggparticles.256_igg.mrcs - particles for the simulated igg dataset used in the manuscript.particles_igg.star - star associated with particles.256_igg.mrcsvolumes_igg.zip - volumes for simulating the igg dataset. These volumes were simulated from the 100 pdbs in CryoBench, see the "IgG-1d" pdbs in their Zenodospike syntheticspike_1up_3drest_nogly.pdb - pdb for the "1up" state of the spike used in the manuscript.spike_3down_nogly.pdb - pdb for the "3down" state of the spike used in the manuscript.particles.256_spike_noise_level_6.mrcs - particles for an example noise level (6th-highest noise) of the synthetic particles experiment in Fig. 1b of the manuscriptparticles_spike_noise_level_6.star - star associated with particles.256_spike_noise_level_6.mrcsspike experimentalparticles_spike_experimental_mixed_downsampled.star - star for the experimental data used in the mansuscript.particles_spike_experimental_mixed_downsampled.mrc - particles for the experimental data used in the mansuscript.The spike experimental particles are the result of fourier downsampling of the particles in EMPIAR 50421 and 50422, and a cryosparc restack to combine these with an 80/20 ratio.In the star file, particles 1-28976 are from EMPIAR 50421, and particles 28977 to 36220 are from EMPIAR 50422.
DOI: 10.5281/zenodo.18724862
title: Datasets - "Counting particles in cryo-electron microscopy may result in incorrect population estimates"

description: Datasets associated with the paper "Counting particles in cryo-electron microscopy may result in incorrect population estimates".iggparticles.256_igg.mrcs - particles for the simulated igg dataset used in the manuscript.particles_igg.star - star associated with particles.256_igg.mrcsvolumes_igg.zip - volumes for simulating the igg dataset. These volumes were simulated from the 100 pdbs in CryoBench, see the "IgG-1d" pdbs in their Zenodospike syntheticspike_1up_3drest_nogly.pdb - pdb for the "1up" state of the spike used in the manuscript.spike_3down_nogly.pdb - pdb for the "3down" state of the spike used in the manuscript.particles.256_spike_noise_level_6.mrcs - particles for an example noise level (6th-highest noise) of the synthetic particles experiment in Fig. 1b of the manuscriptparticles_spike_noise_level_6.star - star associated with particles.256_spike_noise_level_6.mrcsspike experimentalparticles_spike_experimental_mixed_downsampled.star - star for the experimental data used in the mansuscript.particles_spike_experimental_mixed_downsampled.mrc - particles for the experimental data used in the mansuscript.The spike experimental particles are the result of fourier downsampling of the particles in EMPIAR 50421 and 50422, and a cryosparc restack to combine these with an 80/20 ratio.In the star file, particles 1-28976 are from EMPIAR 50421, and particles 28977 to 36220 are from EMPIAR 50422.
DOI: 10.25549/uschist-c104-239484
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239490
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239494
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239503
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239513
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239711
title: USC Trojan family, vol. 18, no. 2 (1985 Oct.)

description: USC Trojan family, vol. 18, no. 2 (1985 October). Published monthly, except January, June and August.
DOI: 10.15468/dl.sg648w
title: Occurrence Download

description: A dataset containing 5636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulsellum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5636 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000023-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-239716
title: USC Trojan family, vol. 18, no. 2 (1985 Oct.)

description: USC Trojan family, vol. 18, no. 2 (1985 October). Published monthly, except January, June and August.
DOI: 10.25549/uschist-c104-239723
title: USC Trojan family, vol. 18, no. 3 (1985 Nov.)

description: USC Trojan family, vol. 18, no. 3 (1985 November). Published monthly, September through July, except January, June and August. Masthead gives title as "Trojan family". Includes "Honor roll, 1984-85, University of Southern California: the challenge is ours" (64 pp.).
DOI: 10.25549/uschist-c104-239738
title: USC Trojan family, vol. 18, no. 3 (1985 Nov.)

description: USC Trojan family, vol. 18, no. 3 (1985 November). Published monthly, September through July, except January, June and August. Masthead gives title as "Trojan family". Includes "Honor roll, 1984-85, University of Southern California: the challenge is ours" (64 pp.).
DOI: 10.25549/uschist-c104-239748
title: USC Trojan family, vol. 18, no. 3 (1985 Nov.)

description: USC Trojan family, vol. 18, no. 3 (1985 November). Published monthly, September through July, except January, June and August. Masthead gives title as "Trojan family". Includes "Honor roll, 1984-85, University of Southern California: the challenge is ours" (64 pp.).
DOI: 10.25549/uschist-c104-238912
title: Trojan family, vol. 13, no. 7 (1981 Apr.)

description: Trojan family, vol. 13, no. 7 (1981 April). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.25549/uschist-c104-238918
title: Trojan family, vol. 13, no. 7 (1981 Apr.)

description: Trojan family, vol. 13, no. 7 (1981 April). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.25549/uschist-c104-238929
title: Trojan family, vol. 13, no. 8 (1981 May)

description: Trojan family, vol. 13, no. 8 (1981 May). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.25549/uschist-c104-238932
title: Trojan family, vol. 13, no. 8 (1981 May)

description: Trojan family, vol. 13, no. 8 (1981 May). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.25549/uschist-c104-238939
title: Trojan family, vol. 13, no. 8 (1981 May)

description: Trojan family, vol. 13, no. 8 (1981 May). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.25549/uschist-c104-238882
title: Trojan family, vol. 13, no. 5 (1981 Feb.)

description: Trojan family, vol. 13, no. 4 [sic, i.e. 5] (1981 February). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238883
title: Trojan family, vol. 13, no. 5 (1981 Feb.)

description: Trojan family, vol. 13, no. 4 [sic, i.e. 5] (1981 February). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238889
title: Trojan family, vol. 13, no. 5 (1981 Feb.)

description: Trojan family, vol. 13, no. 4 [sic, i.e. 5] (1981 February). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.15468/dl.fqcuws
title: Occurrence Download

description: A dataset containing 4193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pimelodus yuma",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 4193 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000025-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-238897
title: Trojan family, vol. 13, no. 5 (1981 Feb.)

description: Trojan family, vol. 13, no. 4 [sic, i.e. 5] (1981 February). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238899
title: Trojan family, vol. 13, no. 6 (1981 Mar.)

description: Trojan family, vol. 13, no. 6 (1981 March). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-239458
title: Trojan family, vol. 17, no. 2 (1984 Oct.)

description: Trojan family, vol. 17, no. 2 (1984 October). Published monthly, September through May, except January.
DOI: 10.25549/uschist-c104-239469
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.15468/dl.5xrhmt
title: Occurrence Download

description: A dataset containing 4201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brycon moorei",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 4201 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000024-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-239474
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239488
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.15468/dl.wxny2f
title: Occurrence Download

description: A dataset containing 4343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astyanax bimaculatus",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 4343 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000026-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-239489
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239521
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239524
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239526
title: Trojan family, vol. 17, no. 3 (1984 Nov.)

description: Trojan family, vol. 17, no. 3 (1984 November). Published monthly, September through May, except January. Includes "USC annual giving honor roll, 1983-1984: a year of challenge" (52 pp.).
DOI: 10.25549/uschist-c104-239534
title: Trojan family, vol. 17, no. 4 (1984 Dec.)

description: Trojan family, vol. 17, no. 4 (1984 December). Published monthly, September through May, except January.
DOI: 10.25549/uschist-c104-239542
title: Trojan family, vol. 17, no. 4 (1984 Dec.)

description: Trojan family, vol. 17, no. 4 (1984 December). Published monthly, September through May, except January.
DOI: 10.25549/uschist-c104-238901
title: Trojan family, vol. 13, no. 6 (1981 Mar.)

description: Trojan family, vol. 13, no. 6 (1981 March). From University Park for alumni, parents, and friends of USC. Published monthly October through July and bi-monthly in August-September.
DOI: 10.25549/uschist-c104-238913
title: Trojan family, vol. 13, no. 7 (1981 Apr.)

description: Trojan family, vol. 13, no. 7 (1981 April). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.25549/uschist-c104-238923
title: Trojan family, vol. 13, no. 7 (1981 Apr.)

description: Trojan family, vol. 13, no. 7 (1981 April). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.25549/uschist-c104-238927
title: Trojan family, vol. 13, no. 7 (1981 Apr.)

description: Trojan family, vol. 13, no. 7 (1981 April). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.25549/uschist-c104-238933
title: Trojan family, vol. 13, no. 8 (1981 May)

description: Trojan family, vol. 13, no. 8 (1981 May). From University Park for alumni, parents, and friends of USC. Published monthly October through May and bi-monthly in June-September.
DOI: 10.5281/zenodo.17448418
title: Art-historical Dataset with Structured Metadata and Iconographic Triplets from Wikidata

description: This dataset contains metadata for 36,043 artworks extracted from Wikidata. Using the Wikidata SPARQL endpoint, we retrieved all objects that are instances of either “visual artwork” (Wikidata item Q4502142) or “artwork series” (Q15709879). Each item in the dataset meets two conditions:



It includes at least one two-dimensional digital image (P18), and

It includes at least one Iconclass notation (P1257).


For every object, we collected the following Wikidata properties:



image (P18)

title (P1476)

creator (P170)

inception (P571)

instance of (P31)

width (P2049)

height (P2048)

made from material (P186)

movement (P135)

genre (P136)

depicts (P180)

main subject (P921)

depicts Iconclass notation (P1257)

collection (P195)

location (P276)

country (P17)

country of origin (P495)


In addition to the Wikidata metadata, the dataset provides automatically generated concepts, tuples, and triplets derived from the Iconclass notations. These were produced using the Qwen3 large language model with the prompting template provided in the file prompt.txt.

File structure

The images are stored in a ZIP file structured into directories named by the first two characters of each image's hash_id. Within these directories, subfolders named after the next two characters of the hash_id contain the image files, which are named using their full hash_id with a .jpg extension. The annotation data is provided in a JSONL file, where each line encodes metadata for a single image.
DOI: 10.5281/zenodo.17878123
title: Art-historical Dataset with Structured Metadata and Iconographic Triplets from Wikidata

description: This dataset contains metadata for 36,043 artworks extracted from Wikidata. Using the Wikidata SPARQL endpoint, we retrieved all objects that are instances of either “visual artwork” (Wikidata item Q4502142) or “artwork series” (Q15709879). Each item in the dataset meets two conditions:



It includes at least one two-dimensional digital image (P18), and

It includes at least one Iconclass notation (P1257).


For every object, we collected the following Wikidata properties:



image (P18)

title (P1476)

creator (P170)

inception (P571)

instance of (P31)

width (P2049)

height (P2048)

made from material (P186)

movement (P135)

genre (P136)

depicts (P180)

main subject (P921)

depicts Iconclass notation (P1257)

collection (P195)

location (P276)

country (P17)

country of origin (P495)


In addition to the Wikidata metadata, the dataset provides automatically generated concepts, tuples, and triplets derived from the Iconclass notations. These were produced using the Qwen3 large language model with the prompting template provided in the file prompt.txt.

File structure

The images are stored in a ZIP file structured into directories named by the first two characters of each image's hash_id. Within these directories, subfolders named after the next two characters of the hash_id contain the image files, which are named using their full hash_id with a .jpg extension. The annotation data is provided in a JSONL file, where each line encodes metadata for a single image.
DOI: 10.25549/uschist-c104-239586
title: Trojan family, vol. 17, no. 6 (1985 Mar.)

description: Trojan family, vol. 17, no. 6 (1985 March). Published monthly, September through May, except January.
DOI: 10.25549/uschist-c104-239593
title: Trojan family, vol. 17, no. 6 (1985 Mar.)

description: Trojan family, vol. 17, no. 6 (1985 March). Published monthly, September through May, except January.
DOI: 10.25549/uschist-c104-239595
title: Trojan family, vol. 17, no. 6 (1985 Mar.)

description: Trojan family, vol. 17, no. 6 (1985 March). Published monthly, September through May, except January.
DOI: 10.25549/uschist-c104-239599
title: Trojan family, vol. 17, no. 6 (1985 Mar.)

description: Trojan family, vol. 17, no. 6 (1985 March). Published monthly, September through May, except January.