cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.u4wyp4
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dasymys montanus Thomas, 1906",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029637-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy6pcz
title: Occurrence Download

description: A dataset containing 2229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Enneapogon desvauxii P.Beauv., Acmispon argyraeus var. multicaulis (Ottley) Brouillet, Oenothera cavernae Munz, Eschscholzia minutiflora S.Watson, Eschscholzia glyptosperma Greene, Bouteloua trifida Thurb. ex S.Watson, Tamarix ramosissima Ledeb., Cryptantha tumulosa (Payson) Payson, Linum puberulum (Engelm.) Heller, Cryptantha dumetorum (Greene ex A.Gray) Greene)",
 "Year 2010-2015"
 ]
}

 The dataset includes 2229 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029638-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqcvzk
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Culex territans Walker, 1856"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029639-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78kdvv
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dasymys nudipes (Peters, 1870)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029640-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21985/n2-6s19-hn77
title: Spontaneous Objects Foreign-Language Sources
DOI: 10.34740/kaggle/dsv/12101020
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.apmu6f
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, Material sample)"
 ]
 }
 },
 "TaxonKey is Dasymys robertsii Mullin, P.J.Taylor & Pillay, 2004",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029641-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15617185
title: The Muddy Mix Dataset - ab

description: A split of the muddy mix dataset proposed by the paper "Learning to Highlight Audio by Watching Movies“.
DOI: 10.5281/zenodo.15617186
title: The Muddy Mix Dataset - ab

description: A split of the muddy mix dataset proposed by the paper "Learning to Highlight Audio by Watching Movies“.
DOI: 10.15468/dl.dfpegr
title: Occurrence Download

description: A dataset containing 854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dasymys rufulus Miller, 1900",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 854 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029642-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.854ypd
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dasymys rwandae W.Verheyen, Hulselmans, Dierckx, Colyn, Leirs & E.Verheyen, 2003",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 86 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029643-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4rkr4
title: Occurrence Download

description: A dataset containing 746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Culex torrentium Martini, 1925"
 ]
}

 The dataset includes 746 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029645-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2pz4b
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, Material sample)"
 ]
 }
 },
 "TaxonKey is Dasymys sua W.Verheyen, Hulselmans, Dierckx, Colyn, Leirs & E.Verheyen, 2003",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029644-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6zny8
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Delanymys brooksi Hayman, 1962",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029648-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15420232
title: Data for "LabGym2: A tool for quantifying social roles in multi-animal videos using subject-aware deep-learning"

description: Original and analyzed data for the manuscript entitled "LabGym2: A tool for quantifying social roles in multi-animal videos using subject-aware deep-learning"
DOI: 10.5281/zenodo.15420233
title: Data for "LabGym2: A tool for quantifying social roles in multi-animal videos using subject-aware deep-learning"

description: Original and analyzed data for the manuscript entitled "LabGym2: A tool for quantifying social roles in multi-animal videos using subject-aware deep-learning"
DOI: 10.6084/m9.figshare.29064530.v4
title: Public Raw Data

description: Below are the links for obtaining data, code, and software in EmbSAM:ITK-SNAP-CVE for Windows/Mac/Linux is stored on figshare.ITK-SNAP-CVE's GUI data is available at: https://drive.google.com/file/d/1F_dkQG8ReiW_mh65juWKep2KMCAXuRfR/view?usp=sharingThe instruction's video for viewing GUI data are as follows: https://youtu.be/XhhtBp1kBAo?si=Q2BjYOulVxjQ7p_k and https://youtu.be/VrzfxgLTXeA?si=shfeB0J3Dn_8irBwFor 7 compressed wild-type embryos, 2 uncompressed wild-type embryos, and 20 RNAi-treated embryos:<br>https://drive.google.com/file/d/1HIFOrZ51F_eN-dybjgZYX4RZrqsnjd7x/view?usp=sharing<br>and<br>https://drive.google.com/drive/folders/1D3vyKu2msSrdHSghHmGV6EGZuUTm5kWv?usp=sharingThe code for generating the figures and tables in this paper is available at: https://drive.google.com/drive/folders/1YlLak0EVEXr-wJ27sGMZE7NNaCcFwzVw?usp=sharingThe manually annotated ground truth used for evaluation is stored at:<br>https://drive.google.com/file/d/1B5q56sHk8sp_c1UGNF6Rhd0Os2dpGtNB/view?usp=sharingThe online Colab code for EmbSAM is stored at: https://drive.google.com/file/d/1CA3g2WEhPmwvSzE_QL8wBkd3nD_XWMCE/view?usp=drive_linkThe open-source code for EmbSAM is stored at:<br>https://github.com/CunminZhao/EmbSAM.gitIf you have any questions, please contact Guanguoye (guanguoye@gmail.com), Cunmin Zhao (zhaocunmin@gmail.com), and Zelin Li (zelinli6-c@my.cityu.edu.hk).
DOI: 10.15468/dl.mt4w6v
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dendromus insignis (Thomas, 1903)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 284 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029649-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c6r5k
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Dahliana geniculata (Olivier, 1791)"
 ]
}

 The dataset includes 92 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029650-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15620309
title: Exploring Student Engagement with ChatGPT in Simulated Learning: A Multivariable Analysis of Pedagogical Preferences

description: This study investigates students' perceptions across different subjects and demographic profiles regarding the use of ChatGPT in educational activities, with a specific focus on its implementation in simulation-based tasks, compared to UrbanGame and Museum Assignment activities. A range of quantitative analyses—including ANOVA, parametric and non-parametric correlations, multivariate analysis, and chi-square tests—were employed to examine the influence of variables such as age, gender, and academic discipline on pedagogical interest and activity preferences. Results indicate significantly higher pedagogical interest among younger students and moderate correlations between Likert-scale learning dimensions. Despite being the least preferred activity, simulation demonstrates comparable educational value in terms of content comprehension, skill acquisition, and value awareness. No statistically significant differences in activity perception were found across age, gender, or subject, suggesting a broadly inclusive pedagogical design. These findings provide guidance for improving instructional strategies and integrating AI-based tools like ChatGPT into the classroom.
DOI: 10.5281/zenodo.15620310
title: Exploring Student Engagement with ChatGPT in Simulated Learning: A Multivariable Analysis of Pedagogical Preferences

description: This study investigates students' perceptions across different subjects and demographic profiles regarding the use of ChatGPT in educational activities, with a specific focus on its implementation in simulation-based tasks, compared to UrbanGame and Museum Assignment activities. A range of quantitative analyses—including ANOVA, parametric and non-parametric correlations, multivariate analysis, and chi-square tests—were employed to examine the influence of variables such as age, gender, and academic discipline on pedagogical interest and activity preferences. Results indicate significantly higher pedagogical interest among younger students and moderate correlations between Likert-scale learning dimensions. Despite being the least preferred activity, simulation demonstrates comparable educational value in terms of content comprehension, skill acquisition, and value awareness. No statistically significant differences in activity perception were found across age, gender, or subject, suggesting a broadly inclusive pedagogical design. These findings provide guidance for improving instructional strategies and integrating AI-based tools like ChatGPT into the classroom.
DOI: 10.5281/zenodo.15620343
title: Exploring Student Engagement with ChatGPT in Simulated Learning: A Multivariable Analysis of Pedagogical Preferences

description: This study investigates students' perceptions across different subjects and demographic profiles regarding the use of ChatGPT in educational activities, with a specific focus on its implementation in simulation-based tasks, compared to UrbanGame and Museum Assignment activities. A range of quantitative analyses—including ANOVA, parametric and non-parametric correlations, multivariate analysis, and chi-square tests—were employed to examine the influence of variables such as age, gender, and academic discipline on pedagogical interest and activity preferences. Results indicate significantly higher pedagogical interest among younger students and moderate correlations between Likert-scale learning dimensions. Despite being the least preferred activity, simulation demonstrates comparable educational value in terms of content comprehension, skill acquisition, and value awareness. No statistically significant differences in activity perception were found across age, gender, or subject, suggesting a broadly inclusive pedagogical design. These findings provide guidance for improving instructional strategies and integrating AI-based tools like ChatGPT into the classroom.
DOI: 10.15468/dl.4sjhw3
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, Material sample)"
 ]
 }
 },
 "TaxonKey is Dendromus kahuziensis Dieterlen, 1969",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029651-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zhe52w
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gardenia taitensis DC."
 ]
}

 The dataset includes 391 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029652-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgx9b2
title: Occurrence Download

description: A dataset containing 100449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Afghanistan, Albania, Seychelles, India, Angola, Austria, Portugal, Spain, Bangladesh, Benin, Papua New Guinea, Indonesia, Botswana, Bulgaria, Burkina Faso, Burundi, Cambodia, Cabo Verde, Namibia, Central African Republic, Russian Federation, Chad, China, Congo, France, Cyprus, Czechia, Slovakia, Djibouti, Congo, Democratic Republic of the, Greece, Bhutan, Myanmar, Nepal, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, Gabon, Gambia, Ghana, United Kingdom of Great Britain and Northern Ireland, Guinea, Hungary, Iraq, Iran (Islamic Republic of), Italy, Japan, Côte d’Ivoire, Kazakhstan, Kenya, Kyrgyzstan, Korea, Republic of, Lao People’s Democratic Republic, Syrian Arab Republic, Lebanon, Liberia, Libya, Madagascar, Malawi, Mali, Morocco, Mozambique, Nigeria, Pakistan, Palestine, State of, Philippines, Romania, Rwanda, Saudi Arabia, Senegal, Sri Lanka, Switzerland, Tanzania, United Republic of, Australia, Thailand, Türkiye, Turkmenistan, Uganda, Ukraine, Uzbekistan, Viet Nam, Yemen, Zambia, Zimbabwe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Year 1900-2025"
 ]
}

 The dataset includes 100449 records from 1110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029646-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9phgdn
title: Occurrence Download

description: A dataset containing 10714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Gastrophryne carolinensis (Holbrook, 1835))"
 ]
}

 The dataset includes 10714 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001806-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v6xnu
title: Occurrence Download

description: A dataset containing 123094 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium multiflorum Lam."
 ]
}

 The dataset includes 123094 records from 1697 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012936-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srzzwn
title: Occurrence Download

description: A dataset containing 729834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "IucnRedListCategory is EN",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 729834 records from 1974 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293333-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sr7m5k
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus wilsonii (Baker) Goldblatt & J.C.Manning"
 ]
}

 The dataset includes 196 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012405-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj8837
title: Occurrence Download

description: A dataset containing 1076 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus cozumelae Jones, 1927"
 ]
}

 The dataset includes 1076 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242688-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.isj77y
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Ipomoea purga (Wender.) Hayne"
 ]
}

 The dataset includes 127 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037466-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46fqgt
title: Occurrence Download

description: A dataset containing 6573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectus triqueter (L.) Palla",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6573 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012390-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q80b5k
title: Occurrence Download

description: A dataset containing 765409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liliopsida",
 "Geometry POLYGON((-85.869140 11.264612,-85.869140 -5.703447,-71.455078 -5.703447,-71.455078 11.264612,-85.869140 11.264612))"
 ]
}

 The dataset includes 765409 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037464-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rntf4
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UK Roadkill Records",
 "Month is October",
 "TaxonKey is Meles meles (Linnaeus, 1758)",
 "Year 2014-2014"
 ]
}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242685-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cp2sp
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactrocera papayae Drew & Hancock, 1994"
 ]
}

 The dataset includes 373 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037468-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3zhbe
title: Occurrence Download

description: A dataset containing 227900 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanea sativa Mill."
 ]
}

 The dataset includes 227900 records from 608 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247527-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.