cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k4j3uu
title: Occurrence Download

description: A dataset containing 0 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Pomacentrus wardi"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003536-260226173443078/datasets/export for details.
DOI: 10.25549/loureiro-ouc11399m7ww
title: U.S. Marines (Peiping). Monthly Intelligence Summary. May-December 1931

description: U.S. Marines (Peiping). Monthly Intelligence Summary. May-December 1931
DOI: 10.25549/loureiro-ouc11399m7xo
title: 4th Marines (Shanghai). Report on Sino-Japanee operations in the vicinity of Shanghai, 28 January 1938 - 7 March 1938

description: Table of contents + pages 1 & 2 only
DOI: 10.25549/loureiro-ouc11399m7xq
title: U.S. Marine Corps. Peiping, China. Annual Report. 1932

description: The Annual Report itself is on pages 5-7. Page 8 is duplicate of page 7.
DOI: 10.25549/loureiro-ouc11399m7xs
title: U.S. Marines. Experimental landing barges and lighters, 1932

description: U.S. Marines. Experimental landing barges and lighters, 1932
DOI: 10.25549/loureiro-ouc11399m7xu
title: U.S. Marines (Peiping). Summary of intelligence. 1932, March, April, August, October, November

description: U.S. Marines (Peiping). Summary of intelligence. 1932, March, April, August, October, November
DOI: 10.25549/satjrnl-ouc112745437
title: Zritel', vol. 4, no. 1 (1908)

description: [description (english with transliteration)] Zritel', vol. 4, no. 1, January 11, 1908. Published by Iu. K. Artsybushev. Edited by S. V. Savateev. St. Petersburg. Typography: Drukar'. Weekly literary art satirical journal.
DOI: 10.17605/osf.io/hm9x3
title: Sex Gaps in Early Math Skills

description: Early math skills are crucial for student learning and development. Sex gaps in math performance favoring male students have been well documented in different countries, with Chile being one of the countries with the highest sex gap in the world. However, it is still unclear at what point these differences manifest themselves. This work reports findings on differences between Chilean girls and boys aged 4 to 6 years in their math skills in the context of return to school after the COVID-19 lockdown. Multivariate analyses of variance in math learning data (N = 550) reveal similar skill levels between girls and boys at the initial evaluation—carried out right after two years of COVID-19 lockdown. However, after roughly three months of school attendance, we observed significant sex differences. Boys were favored in numerical comparison and perspective visualization tasks. Conversely, girls were favored in pattern creation and attribute seriation tasks. These findings are novel because they show sex differences in early childhood education and could guide the development of initiatives promoting equitable math teaching and learning.
DOI: 10.6084/m9.figshare.31435588
title: Supplementary Files for "Notulae Clavariacearum IV. Western North American Species of Clavaria that Produce Ornamented Spores"

description: Four species of <i>Clavaria</i> from Western North America that produce ornamented spores are documented and discussed. The fuscous black to gray species <i>Clavaria greletii</i> is reported from North America for the first time and some notes on a macromorphologically similar species, <i>Clavaria neonigrita</i>, are given. Two pale species that can produce ornamented spores are discussed: <i>Clavaria californica</i> and the <i>Clavaria falcata</i> complex. Most of these species only rarely produce ornamented spores. Large infraspecific variation in the ITS barcode region (&gt;5% pairwise dissimilarity) for some species is discussed.
DOI: 10.6084/m9.figshare.31435588.v1
title: Supplementary Files for "Notulae Clavariacearum IV. Western North American Species of Clavaria that Produce Ornamented Spores"

description: Four species of <i>Clavaria</i> from Western North America that produce ornamented spores are documented and discussed. The fuscous black to gray species <i>Clavaria greletii</i> is reported from North America for the first time and some notes on a macromorphologically similar species, <i>Clavaria neonigrita</i>, are given. Two pale species that can produce ornamented spores are discussed: <i>Clavaria californica</i> and the <i>Clavaria falcata</i> complex. Most of these species only rarely produce ornamented spores. Large infraspecific variation in the ITS barcode region (&gt;5% pairwise dissimilarity) for some species is discussed.
DOI: 10.15468/dl.vcahb8
title: Occurrence Download

description: A dataset containing 42 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Scopelogadus mizolepis"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003537-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa35r3
title: Occurrence Download

description: A dataset containing 5261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Magicicada cassini"
 ]
}

 The dataset includes 5261 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003538-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/loureiro-ouc11399m7bc
title: Loureiro: Navy Intelligence

description: Pedro Loureiro is an historian who has concentrated much of his research on pre-War Japanese espionage and relations with the United States. In the course of his research, he applied for and gathered a sizable collection (24,000+ pages) of declassified documents from such agencies as the Asiatic Fleet, the 4th Marine Regiment (the "China Marines"), American Naval Attaches in Peiping (Beijing) and Tokyo and the Federal Bureau of Investigation. The collection documents many details of the political, economic, military and social conditions in East Asia during the 1920s and 1930s.
DOI: 10.25549/loureiro-ouc11399m7bh
title: Loureiro: Navy Intelligence

description: Pedro Loureiro is an historian who has concentrated much of his research on pre-War Japanese espionage and relations with the United States. In the course of his research, he applied for and gathered a sizable collection (24,000+ pages) of declassified documents from such agencies as the Asiatic Fleet, the 4th Marine Regiment (the "China Marines"), American Naval Attaches in Peiping (Beijing) and Tokyo and the Federal Bureau of Investigation. The collection documents many details of the political, economic, military and social conditions in East Asia during the 1920s and 1930s.
DOI: 10.25549/loureiro-ouc11399m789
title: Loureiro: Navy Intelligence

description: Pedro Loureiro is an historian who has concentrated much of his research on pre-War Japanese espionage and relations with the United States. In the course of his research, he applied for and gathered a sizable collection (24,000+ pages) of declassified documents from such agencies as the Asiatic Fleet, the 4th Marine Regiment (the "China Marines"), American Naval Attaches in Peiping (Beijing) and Tokyo and the Federal Bureau of Investigation. The collection documents many details of the political, economic, military and social conditions in East Asia during the 1920s and 1930s.
DOI: 10.25549/loureiro-c12-14470
title: Loureiro: China 1930's

description: Pedro Loureiro is an historian who has concentrated much of his research on pre-War Japanese espionage and relations with the United States. In the course of his research, he applied for and gathered a sizable collection (24,000+ pages) of declassified documents from such agencies as the Asiatic Fleet, the 4th Marine Regiment (the "China Marines"), American Naval Attaches in Peiping (Beijing) and Tokyo and the Federal Bureau of Investigation. The collection documents many details of the political, economic, military and social conditions in East Asia during the 1920s and 1930s.
DOI: 10.25549/loureiro-c12-1300
title: Loureiro: Asiatic Fleet

description: Pedro Loureiro is an historian who has concentrated much of his research on pre-War Japanese espionage and relations with the United States. In the course of his research, he applied for and gathered a sizable collection (24,000+ pages) of declassified documents from such agencies as the Asiatic Fleet, the 4th Marine Regiment (the "China Marines"), American Naval Attaches in Peiping (Beijing) and Tokyo and the Federal Bureau of Investigation. The collection documents many details of the political, economic, military and social conditions in East Asia during the 1920s and 1930s.
DOI: 10.25549/satjrnl-m897
title: Zritel', vol. 1, no. 18 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no.18, October 30, 1905. Special Issue. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.; Editor-publisher: Iu.K. Artsybushev, G.E. Gints, I.Ia. Kagan, N.I. Faleev.
DOI: 10.15468/dl.5r297w
title: Occurrence Download

description: A dataset containing 25 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Ostorhinchus apogonoides"
 ]
}

 The dataset includes 25 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003540-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/satjrnl-m748
title: Zritel', vol. 1, no. 20 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no. 20, November 13, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. Journal of political-social satirе -- Rudzinskii, no. 53; BPIR, no. 3230.; Editor-publisher: Iu.K. Artsybushev, G.E. Gints, I.Ia. Kagan, N.I. Faleev.
DOI: 10.6084/m9.figshare.31429508.v1
title: Test Data for the HACGA1 Software

description: Test data for the HACGA1 structural annotation tool. The dataset contains example inputs and expected outputs used to evaluate the software’s performance in structure annotation tasks.
DOI: 10.6084/m9.figshare.31429508
title: Test Data for the HACGA1 Software

description: Test data for the HACGA1 structural annotation tool. The dataset contains example inputs and expected outputs used to evaluate the software’s performance in structure annotation tasks.
DOI: 10.25549/satjrnl-m751
title: Zritel', vol. 1, no. 20 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no. 20, November 13, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. Journal of political-social satirе -- Rudzinskii, no. 53; BPIR, no. 3230.; Editor-publisher: Iu.K. Artsybushev, G.E. Gints, I.Ia. Kagan, N.I. Faleev.
DOI: 10.17605/osf.io/5u6yd
title: Cultural Motifs of Big Data in User-Generated Content

description: This project examines the sensemaking around Big Data in user-generated content on Reddit, Facebook, and Twitter/X. Big Data is not only a technology but an issue of public concern. Yet given that the buzzword “Big Data” has been around for more than a decade, there is a dearth of knowledge about how the cultural motifs used to make sense of the notion have changed over time. Little is known too about how Big Data has featured in user-generated content that could equally reverberate or dispute the views established by elite forums of news and high-profile publications. To fill this gap, we use a semi-automated content analysis for examining the ensuing discourse around “Big Data” over a period of ten years. We focus on cultural motifs that anchor Big Data frames in sensemaking. Combing manual annotation with classification models and BERT* techniques, we found three dominating cultural motifs out of seven that either pivot on profits and prediction, a shift in datafying society, or innovations for societal progress. The motifs encapsulate a range of topics that point us to a diversity of adjoining discourses on datafication writ-large.
DOI: 10.15468/dl.d4tyqj
title: Occurrence Download

description: A dataset containing 21 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Psenes arafurensis"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003541-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/satjrnl-m753
title: Zritel', vol. 1, no. 20 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no. 20, November 13, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. Journal of political-social satirе -- Rudzinskii, no. 53; BPIR, no. 3230.; Editor-publisher: Iu.K. Artsybushev, G.E. Gints, I.Ia. Kagan, N.I. Faleev.
DOI: 10.25549/satjrnl-m774
title: Zritel', vol. 1, no. 21 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no.21, November 17, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.
DOI: 10.17605/osf.io/hg4qp
title: Masterplan Mittelstand BW - Daten Beteiligungsprozess

description: Im Projekt "Masterplan Mittelstand BW" analysieren ZEW Mannheim, IAW Tübingen und ifm Mannheim die Situation des Mittelstands in Baden-Württemberg und erarbeiten Handlungsempfehlungen für die zukünftige Mittelstandspolitik des Landes.
Auf diesen Seiten finden Sie zusätzliche Informationen zum Meinungsbildungs- und Beteiligungsprozess, der 2023/24 im Rahmen dieses Projekts durchgeführt wurde.
DOI: 10.15468/dl.nb74kg
title: Occurrence Download

description: A dataset containing 0 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Ostorhinchus septemstriatus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003544-260226173443078/datasets/export for details.
DOI: 10.5281/zenodo.18809393
title: Supplemental material: The silent hunters of spiders: discovering a new Gibellula (Ascomycota: Cordycipitaceae) fungus in the Brazilian Atlantic Forest

description: This dataset is a supplemental part of the manuscript "The silent hunters of spiders: discovering a new Gibellula (Ascomycota: Cordycipitaceae) fungus in the Brazilian Atlantic Forest", by Aline dos Santos, Thairine Mendes Pereira, Camila de Fátima Ferreira Ribeiro and Thiago Gechel Kloss, submitted to Fungal Biology (2026). 

We have included the raw measurements of fungal structures, body size, and tarsus-metatarsus length, along with the R scripts for statistical analyses, final concatenated alignment and raw phylogenetic consensus trees (maximum likelihood and bayesian inference analyses).
DOI: 10.5281/zenodo.18809392
title: Supplemental material: The silent hunters of spiders: discovering a new Gibellula (Ascomycota: Cordycipitaceae) fungus in the Brazilian Atlantic Forest

description: This dataset is a supplemental part of the manuscript "The silent hunters of spiders: discovering a new Gibellula (Ascomycota: Cordycipitaceae) fungus in the Brazilian Atlantic Forest", by Aline dos Santos, Thairine Mendes Pereira, Camila de Fátima Ferreira Ribeiro and Thiago Gechel Kloss, submitted to Fungal Biology (2026). 

We have included the raw measurements of fungal structures, body size, and tarsus-metatarsus length, along with the R scripts for statistical analyses, final concatenated alignment and raw phylogenetic consensus trees (maximum likelihood and bayesian inference analyses).
DOI: 10.15468/dl.jejyq6
title: Occurrence Download

description: A dataset containing 11744 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 Typhonium"
 ]
}

 The dataset includes 11744 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003543-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/re95z
title: Data

description: Test datasets for the model
DOI: 10.5281/zenodo.18775863
title: Integrated Drug Response Resource (iDRR)

description: Drug-response measurements across pre-clinical pharmacogenomic studies remain poorly correlated, limiting biomarker discovery, precision oncology, and predictive modelling. The drivers of this inconsistency have been debated but not yet resolved. By integrating 15 pharmacogenomic studies encompassing 760 small-molecule compounds, 1,111 cell models, and 9.8 million dose-response measurements, we demonstrate that dose-response metric is the strongest driver of inconsistency, followed by experimental factors, such as treatment duration, plate format, and viability readout, while cell line molecular features contribute only minimally. Among drug classes, hormone therapies and PARP inhibitors show the highest concordance, whereas antimetabolites, topoisomerase inhibitors, and mitotic inhibitors exhibit substantial variability in response across studies. To improve consistency, we developed a novel Drug Response Score (DRS), a proximity-weighted measure that emphasize pharmacologically informative concentrations near IC₅₀, and show in systematic benchmarking how DRS markedly improved cross-dataset concordance. Applications to patient-derived neuroblastoma organoids and leukemia patient cells demonstrate that DRS improves replicate-level consistency in patients’ drug-response profiles. To improve reproducible pharmacogenomic analysis, we make openly available an integrated Drug Response Resource (iDRR, https://aittokallio.group/iDRR/), a standardized 15-dataset portal that supports robust biomarker discovery and cross-study benchmarking.
DOI: 10.5281/zenodo.18775862
title: Integrated Drug Response Resource (iDRR)

description: Drug-response measurements across pre-clinical pharmacogenomic studies remain poorly correlated, limiting biomarker discovery, precision oncology, and predictive modelling. The drivers of this inconsistency have been debated but not yet resolved. By integrating 15 pharmacogenomic studies encompassing 760 small-molecule compounds, 1,111 cell models, and 9.8 million dose-response measurements, we demonstrate that dose-response metric is the strongest driver of inconsistency, followed by experimental factors, such as treatment duration, plate format, and viability readout, while cell line molecular features contribute only minimally. Among drug classes, hormone therapies and PARP inhibitors show the highest concordance, whereas antimetabolites, topoisomerase inhibitors, and mitotic inhibitors exhibit substantial variability in response across studies. To improve consistency, we developed a novel Drug Response Score (DRS), a proximity-weighted measure that emphasize pharmacologically informative concentrations near IC₅₀, and show in systematic benchmarking how DRS markedly improved cross-dataset concordance. Applications to patient-derived neuroblastoma organoids and leukemia patient cells demonstrate that DRS improves replicate-level consistency in patients’ drug-response profiles. To improve reproducible pharmacogenomic analysis, we make openly available an integrated Drug Response Resource (iDRR, https://aittokallio.group/iDRR/), a standardized 15-dataset portal that supports robust biomarker discovery and cross-study benchmarking.
DOI: 10.34740/kaggle/dsv/14988223
title: BITCOIN Historical Datasets 2018-2026 Binance API
DOI: 10.25549/satjrnl-m783
title: Zritel', vol. 1, no. 21 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no.21, November 17, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.
DOI: 10.15468/dl.hxsnjb
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amorphophallus titanum"
 ]
}

 The dataset includes 297 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003545-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/5jtnd
title: A First Step Towards a Standardized Framework for Identifying Sustainable Investors: A Comparison of Common Measures

description: A comparison of common measures to explain the sustainability preferences of private investors. Dependencies between the measures and their explanatory power in relation to sustainable investments are analyzed.