cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5286/isis.e.rb2510672-1
title: SANS study of electrodynamically levitated aerosol clouds: a new tool for aerosol research (2)

description: This proposal will provide proof-of-concept SANS data from an ensemble of electrostatically levitated aerosol particles, demonstrating the potential of neutron scattering in aerosol science. The particles will be: first, lipid samples that assemble into different mesophases in surrounding deuterated humidity, already known to give Bragg peaks in SANS, as proof of concept; we will then move on to micelle solutions, to demonstrate solution scattering capabilities. It will build on our recent experiment 2410591, adapting the electrodynamic trap to greatly enhance signal:noise
DOI: 10.5286/isis.e.rb2510672
title: SANS study of electrodynamically levitated aerosol clouds: a new tool for aerosol research (2)

description: This proposal will provide proof-of-concept SANS data from an ensemble of electrostatically levitated aerosol particles, demonstrating the potential of neutron scattering in aerosol science. The particles will be: first, lipid samples that assemble into different mesophases in surrounding deuterated humidity, already known to give Bragg peaks in SANS, as proof of concept; we will then move on to micelle solutions, to demonstrate solution scattering capabilities. It will build on our recent experiment 2410591, adapting the electrodynamic trap to greatly enhance signal:noise
DOI: 10.34810/data680
title: Relative abundance of seminal microbiota from idiopathic infertile patients and donors using MinION sequencing platform (Dataset)

description: Data set obtained as a result of the sequencing by ONT MinION platform and subsequent taxonomic classification of the 16S rRNA gene of seminal microbiota from idiopathic infertile men and donors. The results are shown in terms of relative abundance of each bactera identified for each individual and are grouped into spreadsheets by taxonomic level (phylum, family, and genera).
description: 1. Description of methods used for collection-generation of data: 
Collection: Seminal samples were collected by masturbation after a procedure to avoid bacterial contamination, which consist on urinating, washing hands and penis and ejaculation in sterile recipient.
Microbiome analysis: Microbiota DNA extraction was performed with ZymoBIOMICS DNA Microprep. Full-lenght 16S rRNA gene were sequenced after amplification by PCR with 27F and 1494R universal primers. DNA library preparation was performed using PCR Barcoding kit according Four-primer PCR (SQK-PBK004) workflow (Nanopore protocol, 2017). DNA sequencing was performed using Oxford Nanopore Technologies MinION system.


2. Methods for processing the data: 
Sequencing data was processed with FastQC Toolkit to read quality filtering (&lt;150pb, &gt;30 q-phred score, de novo chimeric reads elimination).
Taxonomic classification of bacterial reads was performed by 16S Workflow from EPI2ME software platform.


3. Instrument- or software- specific information needed to interpret the data:
Spreadsheet software compatible with .xlsx extension (e.g. Microsoft Excel, Google Sheets, LibreOffice...)


4. Instruments, calibration and standards information:
N/A


5. Environmental or experimental conditions:
Cellular biology lab conditions. Sterile conditions for microbiome analysis.
Computational environment: MacOS and EPI2ME software platform (cloud system)


6. Quality-assurance procedures performed on the data:
N/A
description: Microsoft Excel, null
DOI: 10.17632/m687ph9dkm
title: Is Gamification Learning Effective to Enhance Students' Mathematics Achievement? A Meta-Analysis Study (Updated 2025)

description: This is a raw data of meta-analysis study entitle 'Is Gamification Learning Effective to Enhance Students' Mathematics Achievement? A Meta-Analysis Study (Dewantara, 2025)
DOI: 10.17632/m687ph9dkm.1
title: Is Gamification Learning Effective to Enhance Students' Mathematics Achievement? A Meta-Analysis Study (Updated 2025)

description: This is a raw data of meta-analysis study entitle 'Is Gamification Learning Effective to Enhance Students' Mathematics Achievement? A Meta-Analysis Study (Dewantara, 2025)
DOI: 10.15468/dl.hdqnv2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anseriformes)",
 "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((-60 20,-50 20,-50 30,-60 30,-60 20))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023886-251009101135966/datasets/export for details.
DOI: 10.15468/dl.tmgzj8
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gastropoda)",
 "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((80 -70,90 -70,90 -60,80 -60,80 -70))"
 ]
}

 The dataset includes 537 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023887-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fzfdg
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dasispermum suffruticosum"
 ]
}

 The dataset's 3 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023845-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk7kj2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monoplacophora)",
 "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((-110 40,-100 40,-100 50,-110 50,-110 40))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023889-251009101135966/datasets/export for details.
DOI: 10.25934/pr00011404
title: Data Challenge - Leveraging machine learning to identify patterns in the structural and social determinants of AMR

description: The adoption of political declaration on antimicrobial resistance (AMR) at the United Nations General Assembly highlights a renewed global commitment, with a particular emphasis on addressing the social determinants of AMR and tackling disparities in surveillance capacity and existing data gaps. The absence of linked AMR data incorporating structural and social determinants, coupled with heterogeneity in surveillance coverage and methods presents a significant challenge to generate evidence to inform design and implementation of interventions with high contextual relevance. Traditional analytic methods struggle to accommodate data with varied structure and levels of complexity. Predicting AMR trends requires versatile methods accounted for non-linearity, outliers, correlation among variables and heteroskedasticity. We aim to develop modelling methodology grounded in machine learning (ML) techniques to assess the structural and social determinants of AMR and inform data curation for future surveillance. 
We will utilise a combination of conventional regression/econometric approach and ML to capture probabilistic relationships between structural and social determinants and AMR outcomes (resistance rates). Techniques including extreme bound analysis, model averaging and Bayesian network analysis will be employed. We hope to systematically evaluate how sensitive results are to changes in model specifications, combine predictions from multiple models with weights based on performance or likelihood, and enhance robustness of causal inference and trend prediction. This helps mitigate the risk of relying on a potentially biased or incomplete model and manage uncertainties in policy and health systems context. 
The outcome is to develop a modelling methodology that leverages ML to assess the influence of structural and social determinants on AMR. The versatility of ML allows it to manage uncertainty and handle incomplete datasets, enabling development of a robust adaptable framework. By generating evidence on how structural and social determinants influence AMR trends, this methodology contributes to strengthening health systems and informing public health practice.
DOI: 10.34740/kaggle/dsv/11971854
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25549/annis-ouc1sto1657047
title: Spain Photographs

description: The Verle and Elizabeth Annis papers contain photographs, pamphlets, postcards, correspondence, architectural designs, and other material created by Verle and Elizabeth Annis. Verle Lincoln Annis (1897-1983) was a scholar and professor of architecture at the University of Southern California until 1962. Verle Annis wrote The Architecture of Antigua Guatemala 1543-1773, published in 1968 by the University of San Carlos de Guatemala. Elizabeth Naomi Annis (née Reed) (1905-2000) was a writer, traveler, and supporter of libraries, having served as a founding member of the Friends of the Library organization at the University of California, Irvine. The physical collection consists of photographs, pamphlets, and postcards from the Annis' travels in Latin America, Spain, and Portugal; a photo index of Latin American architecture on file cards; a few architectural designs; correspondence; travel journals; Verle Annis' course materials; an unpublished manuscript by Elizabeth Annis; and other material dating from approximately 1910 to 1978.
DOI: 10.25549/annis-ouc1sto1652036
title: Casas

description: Old houses in Taxco, Guerrero, Mexico, 1936 July 22 and 23.
DOI: 10.25549/annis-ouc1sto1651987
title: Tlaloc Calixtlahuaca

description: Calixtlahuaca, an archeological zone in the State of Mexico, near Toluca, Mexico, Mexico, 1936 July 24.
DOI: 10.25549/annis-ouc1sto1652288
title: National Library

description: Temple of Saint Augustine, the National Library of Mexico from 1867-1979, Mexico City, Distrito Federal, Mexico, 1933 and 1936 July 1.
DOI: 10.25549/annis-ouc1sto1658180
title: "Temple of Warriors from top of El Castillo," Chichén Itzá, Mexico, 1938

description: "Temple of Warriors from top of El Castillo," Chichén Itzá, Yucatán, Mexico, 1938 February 23 and 25.
DOI: 10.25549/annis-ouc1sto1652014
title: Taxco Cathedral

description: Church of Santa Prisca de Taxco, often called the Taxco Cathedral, Taxco, Guerrero, Mexico, 1933 and 1936 July.
DOI: 10.15468/dl.hmqr6g
title: Occurrence Download

description: A dataset containing 298379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Animalia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2005",
 "Year is less than or equal to 2023",
 "DecimalLatitude is greater than or equal to -6",
 "DecimalLatitude is less than or equal to 5",
 "DecimalLongitude is greater than or equal to 95",
 "DecimalLongitude is less than or equal to 120"
 ]
}

 The dataset includes 298379 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001772-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/annis-ouc1sto1651962
title: Morelia

description: Morelia, a city in the north-central part of the State of Michoacán in central Mexico, Morelia, Michoacán, Mexico, 1933
DOI: 10.25549/annis-ouc1sto1658300
title: Teocalli of Tepozteco, Tepoztlán, Mexico, 1936

description: An archeological site in the municipality of Tepoztlán, within El Tepozteco National Park, Tepoztlán, Morelos, Mexico, 1936 July 10.
DOI: 10.25549/annis-ouc1sto1657933
title: Guatemala Photographs

description: The Verle and Elizabeth Annis papers contain photographs, pamphlets, postcards, correspondence, architectural designs, and other material created by Verle and Elizabeth Annis. Verle Lincoln Annis (1897-1983) was a scholar and professor of architecture at the University of Southern California until 1962. Verle Annis wrote The Architecture of Antigua Guatemala 1543-1773, published in 1968 by the University of San Carlos de Guatemala. Elizabeth Naomi Annis (née Reed) (1905-2000) was a writer, traveler, and supporter of libraries, having served as a founding member of the Friends of the Library organization at the University of California, Irvine. The physical collection consists of photographs, pamphlets, and postcards from the Annis' travels in Latin America, Spain, and Portugal; a photo index of Latin American architecture on file cards; a few architectural designs; correspondence; travel journals; Verle Annis' course materials; an unpublished manuscript by Elizabeth Annis; and other material dating from approximately 1910 to 1978.
DOI: 10.25549/annis-ouc1sto1656854
title: USC commencement, Los Angeles, 1930s-1950s

description: University of Southern California commencement, Los Angeles, California, USA, 1930s-1950s.
DOI: 10.25549/annis-ouc1sto1658289
title: Tenayuca Pyramid, Tlalnepantla de Baz, Mexico, 1936

description: Pre-Columbian Mesoamerican archeological site with an Aztec pyramid and other structures in the Valley of Mexico, Tlalnepantla de Baz, Mexico, Mexico, photographed 1936 June 25.
DOI: 10.25549/annis-ouc1sto1657107
title: Pisac. Peru, 1935

description: The Pisac Archaeological Park and "village," Pisac, Calca, Peru, 1935 July 28 and August 9.
DOI: 10.25549/annis-ouc1sto1656913
title: Mexico. Yucatán. Chichén Itzá. El Castillo Group, 1938

description: Group of buildings with the Temple of Kukulcán, also known as "El Castillo," at the archaeological site of Chichén Itzá, Yucatán, Mexico, 1938 February 23, 24, and 25.
DOI: 10.25549/annis-ouc1sto1652231
title: Miscellaneous Churches

description: Churches of Mexico City, Distrito Federal, Mexico, 1933
DOI: 10.25549/annis-ouc1sto1655497
title: Ecuador Photographs

description: The Verle and Elizabeth Annis papers contain photographs, pamphlets, postcards, correspondence, architectural designs, and other material created by Verle and Elizabeth Annis. Verle Lincoln Annis (1897-1983) was a scholar and professor of architecture at the University of Southern California until 1962. Verle Annis wrote The Architecture of Antigua Guatemala 1543-1773, published in 1968 by the University of San Carlos de Guatemala. Elizabeth Naomi Annis (née Reed) (1905-2000) was a writer, traveler, and supporter of libraries, having served as a founding member of the Friends of the Library organization at the University of California, Irvine. The physical collection consists of photographs, pamphlets, and postcards from the Annis' travels in Latin America, Spain, and Portugal; a photo index of Latin American architecture on file cards; a few architectural designs; correspondence; travel journals; Verle Annis' course materials; an unpublished manuscript by Elizabeth Annis; and other material dating from approximately 1910 to 1978.
DOI: 10.25549/annis-ouc1sto1652355
title: Guadalajara

description: Capital of the State of Jalisco and 3rd largest metropolitan area in Mexico, Guadalajara, Jalisco, Mexico, 1933/1938.
DOI: 10.25549/annis-ouc1sto1652357
title: Guadalajara

description: Capital of the State of Jalisco and 3rd largest metropolitan area in Mexico, Guadalajara, Jalisco, Mexico, 1933/1938.
DOI: 10.25549/annis-ouc1sto1651896
title: Mexico. Oaxaca City, 1936

description: Oaxaca City, the capital and largest city of the Mexican state Oaxaca, Oaxaca City, Oaxaca, Mexico, 1936 July 16 and 18.
DOI: 10.25549/annis-ouc1sto1651949
title: Morelia

description: Morelia, a city in the north-central part of the State of Michoacán in central Mexico, Morelia, Michoacán, Mexico, 1933
DOI: 10.25549/annis-ouc1sto1656902
title: Mexico. Yucatán. Chichén Itzá. El Castillo Group, 1938

description: Group of buildings with the Temple of Kukulcán, also known as "El Castillo," at the archaeological site of Chichén Itzá, Yucatán, Mexico, 1938 February 23, 24, and 25.
DOI: 10.25549/annis-ouc1sto1658601
title: Mexico photographs

description: The Verle and Elizabeth Annis papers contain photographs, pamphlets, postcards, correspondence, architectural designs, and other material created by Verle and Elizabeth Annis. Verle Lincoln Annis (1897-1983) was a scholar and professor of architecture at the University of Southern California until 1962. Verle Annis wrote The Architecture of Antigua Guatemala 1543-1773, published in 1968 by the University of San Carlos de Guatemala. Elizabeth Naomi Annis (née Reed) (1905-2000) was a writer, traveler, and supporter of libraries, having served as a founding member of the Friends of the Library organization at the University of California, Irvine. The physical collection consists of photographs, pamphlets, and postcards from the Annis' travels in Latin America, Spain, and Portugal; a photo index of Latin American architecture on file cards; a few architectural designs; correspondence; travel journals; Verle Annis' course materials; an unpublished manuscript by Elizabeth Annis; and other material dating from approximately 1910 to 1978.
DOI: 10.25549/annis-ouc1sto1656118
title: Unfiled Guatemala, 1938/1965

description: Unidentified places on unknown dates in Guatemala, possibly Antigua, Sacatepéquez, Guatemala, 1938/1965.
DOI: 10.25549/annis-ouc1sto1655853
title: Guatemala. General Views, 1934, 1938 & 1966

description: Views of Antigua and other areas in Guatemala, some unidentified, Guatemala, 1934 August 10-1966 June.
DOI: 10.25549/annis-ouc1sto1656491
title: Guatemala. Antigua. University of San Carlos B, 1934-1965

description: The original buildings of the Universidad de San Carlos vacated in 1777 after earthquakes in Antigua, Sacatepéquez, Guatemala, 1934 June 15-1965.
DOI: 10.25549/annis-ouc1sto1651963
title: Morelia

description: Morelia, a city in the north-central part of the State of Michoacán in central Mexico, Morelia, Michoacán, Mexico, 1933
DOI: 10.5281/zenodo.18733565
title: A Comparative Study and Behavioural Insights from Web and Mobile AR raw dataset
DOI: 10.5281/zenodo.18733564
title: A Comparative Study and Behavioural Insights from Web and Mobile AR raw dataset
DOI: 10.25549/annis-ouc1sto1656604
title: Guatemala. Antigua. Palace of Captains General, 1934-1965

description: The Captain General Palace, or Palacio de los Capitanes Generales, Antigua, Sacatepéquez, Guatemala, 1934 August 3-1965.
DOI: 10.25549/annis-ouc1sto1656602
title: Guatemala. Antigua. Palace of Captains General, 1934-1965

description: The Captain General Palace, or Palacio de los Capitanes Generales, Antigua, Sacatepéquez, Guatemala, 1934 August 3-1965.
DOI: 10.25549/annis-ouc1sto1656603
title: Guatemala. Antigua. Palace of Captains General, 1934-1965

description: The Captain General Palace, or Palacio de los Capitanes Generales, Antigua, Sacatepéquez, Guatemala, 1934 August 3-1965.
DOI: 10.25549/annis-ouc1sto1656561
title: Guatemala. Antigua. Palacio del Ayuntamiento, 1934-1966

description: The City Hall of Antigua, Sacatepéquez, Guatemala, 1934 August 30-1966 May.
DOI: 10.25549/annis-ouc1sto1657048
title: Spain Photographs

description: The Verle and Elizabeth Annis papers contain photographs, pamphlets, postcards, correspondence, architectural designs, and other material created by Verle and Elizabeth Annis. Verle Lincoln Annis (1897-1983) was a scholar and professor of architecture at the University of Southern California until 1962. Verle Annis wrote The Architecture of Antigua Guatemala 1543-1773, published in 1968 by the University of San Carlos de Guatemala. Elizabeth Naomi Annis (née Reed) (1905-2000) was a writer, traveler, and supporter of libraries, having served as a founding member of the Friends of the Library organization at the University of California, Irvine. The physical collection consists of photographs, pamphlets, and postcards from the Annis' travels in Latin America, Spain, and Portugal; a photo index of Latin American architecture on file cards; a few architectural designs; correspondence; travel journals; Verle Annis' course materials; an unpublished manuscript by Elizabeth Annis; and other material dating from approximately 1910 to 1978.
DOI: 10.25549/annis-ouc17194858
title: Iglesia San Ignacio de Loyola, Antigua, Guatemala, 1938

description: Door and "Jesuit coat of arms" at Iglesia San Ignacio de Loyola, Antigua, Sacatepéquez, Guatemala, 1938 April 24 and May 11.
DOI: 10.25549/annis-ouc17193235
title: Iglesia San Ignacio de Loyola, Antigua, Guatemala, 1938

description: Door and "Jesuit coat of arms" at Iglesia San Ignacio de Loyola, Antigua, Sacatepéquez, Guatemala, 1938 April 24 and May 11.
DOI: 10.25549/annis-ouc17194989
title: Iglesia San Ignacio de Loyola, Antigua, Guatemala, 1938

description: Corridor and refectory wing of Iglesia San Ignacio de Loyola, Antigua, Sacatepéquez, Guatemala 1938 May 11.
DOI: 10.25549/annis-ouc1sto1656663
title: Guatemala. Utatlán, 1934 & 1938

description: Maya archaeological site with preferred name Q'umarkaj, El Quiché, Guatemala, 1934 August 4 and 1938 July 17.
DOI: 10.25549/annis-ouc1sto1656664
title: Guatemala. Utatlán, 1934 & 1938

description: Maya archaeological site with preferred name Q'umarkaj, El Quiché, Guatemala, 1934 August 4 and 1938 July 17.
DOI: 10.25549/annis-ouc1sto1657126
title: Machu Picchu

description: The Verle and Elizabeth Annis papers contain photographs, pamphlets, postcards, correspondence, architectural designs, and other material created by Verle and Elizabeth Annis. Verle Lincoln Annis (1897-1983) was a scholar and professor of architecture at the University of Southern California until 1962. Verle Annis wrote The Architecture of Antigua Guatemala 1543-1773, published in 1968 by the University of San Carlos de Guatemala. Elizabeth Naomi Annis (née Reed) (1905-2000) was a writer, traveler, and supporter of libraries, having served as a founding member of the Friends of the Library organization at the University of California, Irvine. The physical collection consists of photographs, pamphlets, and postcards from the Annis' travels in Latin America, Spain, and Portugal; a photo index of Latin American architecture on file cards; a few architectural designs; correspondence; travel journals; Verle Annis' course materials; an unpublished manuscript by Elizabeth Annis; and other material dating from approximately 1910 to 1978.
DOI: 10.25549/annis-ouc1sto1656529
title: Guatemala. Antigua. Cathedral, 1934-1965

description: Antigua Guatemala Cathedral, in Antigua, Sacatepéquez, Guatemala, 1934 August 2-1965.
DOI: 10.25549/annis-ouc1sto1656400
title: Guatemala. Casas, 1934-1966

description: Private residences, most if not all in Antigua, but not all cities named or found, Guatemala, 1934 August 8-1966 June.
DOI: 10.25549/annis-ouc1sto1658173
title: Sculptures and a view, Chichén Itzá, Mexico, 1938

description: Chacmools and a "flagpole base," with a view of the Temple of Kukulcán ("El Castillo"), Chichén Itzá, Yucatán, Mexico, 1938 February 23 and 24.
DOI: 10.25549/annis-ouc1sto1656025
title: Guatemala. Antigua. Church and Monastery of San Francisco, 1934-1966

description: Iglesia y Convento de San Francisco, Antigua, Sacatepéquez, Guatemala, 1934 August 7-1966 May.
DOI: 10.25549/annis-ouc1sto1656642
title: Guatemala. Zunil - Geysers, 1934

description: Near the city of Quetzaltenango, the town of Zunil, in Quetzaltenango Department, Guatemala, 1934 August 25.