cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.35gs67
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laniocera hypopyrra",
 "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 481 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006150-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/wpacards-c8-134657
title: WPA household census for 1117 KING AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134674
title: WPA household census for 1121 WEST MAURETANIA STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.5281/zenodo.18724632
title: FRAME: A Dataset for Fine-grained Recognition of Art-historical Metadata and Entities

description: This dataset contains 200 manually annotated and curated art-historical image descriptions designed for Named Entity Recognition (NER) and Relation Extraction (RE). The descriptions were harvested from museum catalogs, auction listings, open-access platforms, and scholarly databases. Each record in the dataset includes the referenced artwork image, basic artwork metadata, and an art-historical text excerpt labeled with entity spans and typed relations.

The dataset provides stand-off annotations in three layers:



the metadata layer includes entity types that describe the artwork as an object (its material and production context);

the content layer includes entity types that describe what the artwork represents (its figures and iconographic motifs);

the co-reference layer includes links to repeated mentions of the same entity across the description.


Across layers, entity mentions are labeled with 37 entity types and connected by typed relation links between mentions. Entity types are aligned with Wikidata.

File structure

The dataset is distributed as an INCEpTION export, with one directory per document. Document directory names follow the normalized schema {title}_{creator}.txt. Each document directory contains:



CURATION_USER.ser (curation state)

inception-document{id}.zip (annotation package)



TypeSystem.xml (UIMA type system)

CURATION_USER.xmi (curated UIMA XMI CAS)



The referenced artwork images are stored in a ZIP file. In addition, the dataset includes a CSV metadata file with bibliographic information for each document, providing: document directory, title, creator, artwork creation date, source institution, and a URL to the original record.
DOI: 10.5281/zenodo.18724631
title: FRAME: A Dataset for Fine-grained Recognition of Art-historical Metadata and Entities

description: This dataset contains 200 manually annotated and curated art-historical image descriptions designed for Named Entity Recognition (NER) and Relation Extraction (RE). The descriptions were harvested from museum catalogs, auction listings, open-access platforms, and scholarly databases. Each record in the dataset includes the referenced artwork image, basic artwork metadata, and an art-historical text excerpt labeled with entity spans and typed relations.

The dataset provides stand-off annotations in three layers:



the metadata layer includes entity types that describe the artwork as an object (its material and production context);

the content layer includes entity types that describe what the artwork represents (its figures and iconographic motifs);

the co-reference layer includes links to repeated mentions of the same entity across the description.


Across layers, entity mentions are labeled with 37 entity types and connected by typed relation links between mentions. Entity types are aligned with Wikidata.

File structure

The dataset is distributed as an INCEpTION export, with one directory per document. Document directory names follow the normalized schema {title}_{creator}.txt. Each document directory contains:



CURATION_USER.ser (curation state)

inception-document{id}.zip (annotation package)



TypeSystem.xml (UIMA type system)

CURATION_USER.xmi (curated UIMA XMI CAS)



The referenced artwork images are stored in a ZIP file. In addition, the dataset includes a CSV metadata file with bibliographic information for each document, providing: document directory, title, creator, artwork creation date, source institution, and a URL to the original record.
DOI: 10.25549/wpacards-c8-134687
title: WPA household census for 1221 WEST M STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.gd49wk
title: Occurrence Download

description: A dataset containing 2070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyrnus crenaticornis"
 ]
}

 The dataset includes 2070 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006152-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qemkt
title: Occurrence Download

description: A dataset containing 4630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichostegia minor"
 ]
}

 The dataset includes 4630 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006151-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/wpacards-c8-134692
title: WPA block face card for household census (block 171) in Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134587
title: WPA block face card for household census (block 328) in Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134431
title: WPA household census for 231 EAST 117TH STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134416
title: WPA household census for 154 EAST 116TH PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134425
title: WPA household census for 11669 SOUTH SAN PEDRO STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134549
title: WPA household census for 915 LAGOON AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-142226
title: WPA household census for 4021 EAGLE STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-142227
title: WPA household census for 4021 EAGLE STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-142232
title: WPA household census for 414 BONNIE BEACH PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-142233
title: WPA household census for 414 BONNIE BEACH PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.rmbaht
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euptychoides saturnus",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 297 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006154-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6069/0dqy-1y37
title: Shipping conditions may impact the reliability of at-home microsampling devices

description: Targeted proteomics offers high precision, reproducibility and multiplexing capabilities for quantifying proteins in complex biological samples, making the technology into a powerful tool for biomarker discovery and clinical diagnostics. When combined with at-home microsampling, this approach has the potential to transform population-level screening, longitudinal studies and decentralized healthcare.  One of the main advantages of this combined approach is that samples can be collected offsite and then transported and stored as dried blood spots (DBS). Currently, innovative volumetric microfluidic devices have also enabled DBS microsampling of consistently precise volumes. However, the reliability of the molecular data obtained with this mode of sampling still needs to be investigated and validated. In this study, 72 de-identified blood samples from two individuals were collected using DBS microsampling device Capitainer®B and analyzed using targeted mass spectrometry and quantitative recombinant protein standards (qRePS). DBS were subjected to three simulated shipping environmental conditions and stored into two different types of containers. The results suggest that shipping conditions and storage have an impact on protein identification and quantification results, highlighting the need for further research to ensure biomarker reliability for dispersed microsampling.
DOI: 10.25549/wpacards-c8-142241
title: WPA household census for 4343 WHITTIER BLVD, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.ddtwc7
title: Occurrence Download

description: A dataset containing 10510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyrnus flavidus"
 ]
}

 The dataset includes 10510 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006153-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/wpacards-c8-142242
title: WPA household census for 4343 WHITTIER BLVD, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-142244
title: WPA block face card for household census (block 189) in Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.cuyqxf
title: Occurrence Download

description: A dataset containing 3442 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 Centaurea stoebe",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 3442 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006155-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/wpacards-c8-134225
title: WPA household census for 428 WEST IMPERIAL STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134231
title: WPA household census for 324 WEST IMPERIAL STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.22000/gdp71mh7gm8ufks6
title: WingNat2025

description: Data to reproduce the figures in publication.
DOI: 10.25549/wpacards-c8-134234
title: WPA household census for 405 WEST 115TH STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.