cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9cczm8
title: Occurrence Download

description: A dataset listing the 202586 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-61.5249 9.8985,-62.30121 10.06952,-62.30341 8.59192,-64.77429 7.70691,-65.65631 7.91168,-67.0116 7.21429,-67.96161 4.91589,-72.01147 3.51709,-72.39819 3.18732,-71.87958 2.91071,-72.57721 2.64868,-74.25348 3.40631,-76.0191 1.65552,-76.7218 1.99091,-77.68231 0.81989,-78.271 -2.15021,-79.4585 -4.65369,-79.09009 -6.41681,-78.65881 -6.01172,-77.73901 -6.79163,-77.02441 -8.73248,-75.92432 -9.84558,-75.62482 -11.14801,-75.2099 -11.53998,-75.0365 -11.19427,-74.62219 -11.70129,-74.89862 -11.96637,-73.63123 -13.13019,-73.10107 -13.4068,-73.12421 -12.96881,-72.57098 -13.22241,-71.94879 -12.78448,-69.59619 -14.10571,-68.91803 -14.93939,-68.95258 -15.71149,-68.3418 -15.7691,-66.88977 -17.39392,-66.44 -16.76019,-63.58258 -18.16608,-63.21381 -17.659,-63.73242 -17.12891,-62.9718 -17.09442,-63.25989 -16.50671,-63.01788 -15.13538,-60.85138 -14.974,-60.2868 -15.4234,-60.20612 -16.21863,-59.72211 -16.31079,-58.7196 -15.61938,-58.224 -15.94202,-57.92438 -15.50409,-57.50958 -15.95349,-57.14081 -14.89331,-56.85272 -15.02008,-56.8988 -13.98291,-57.9129 -14.29413,-58.54669 -15.08929,-59.52618 -14.47852,-59.81421 -13.81018,-59.51471 -13.5105,-60.07941 -12.91132,-59.6991 -11.4939,-58.55823 -11.51691,-57.2561 -13.69489,-56.06909 -12.02399,-55.14722 -13.01501,-54.69781 -12.54248,-55.05499 -13.47589,-54.59412 -13.01501,-54.60559 -13.36072,-53.92572 -13.59119,-51.9436 -13.53351,-51.7016 -11.74738,-51.19458 -11.586,-51.8399 -10.73328,-51.20612 -10.87158,-51.24072 -10.09949,-50.46863 -10.3645,-49.224 -8.18658,-48.7746 -9.18909,-48.50958 -8.97021,-48.6709 -7.05719,-48.29059 -6.66541,-48.33661 -7.61041,-47.9679 -6.46948,-48.16388 -5.7666,-47.88733 -5.75513,-48.12921 -5.25958,-46.06659 -5.4209,-45.60559 -4.45288,-44.8681 -4.36072,-43.69269 -2.4823,-44.22278 -2.74738,-43.99231 -2.51691,-44.87958 -1.31848,-45.3866 -1.56049,-50.06531 0.4101,-49.85779 1.58551,-50.72211 2.27692,-51.45959 4.43188,-51.8053 3.92493,-51.77081 4.62769,-54.20221 5.90692,-57.10901 5.9201,-58.45453 6.95551,-58.6568 6.47809,-58.5813 7.53168,-59.43292 8.34589,-60.67859 8.66107,-60.80121 9.45111,-61.5249 9.8985))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 202586 records were derived from 2934 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133848-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tqf8a
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Macroinvertebrates distribution in Madeira Island streams (Portugal)"
 ]
}

 The dataset includes 713 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078440-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfciup
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zexmenia brachylepis (Griseb.) Cabrera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006238-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27ka8r
title: Occurrence Download

description: A dataset containing 210112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eleocharis palustris (L.) Roem. & Schult."
 ]
}

 The dataset includes 210112 records from 622 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078444-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k3egx
title: Occurrence Download

description: A dataset containing 1234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.1464794999999981 42.4750525999999979, -83.1464794999999981 42.4774685499999975, -83.1464794999999981 42.4804420199999981, -83.1464794999999981 42.4834154899999987, -83.1464794999999981 42.4873181700000018, -83.1464794999999981 42.4899199600000017, -83.1464794999999981 42.4936367999999973, -83.1425734900000037 42.4936367999999973, -83.1392253399999959 42.4936367999999973, -83.1360631999999953 42.4936367999999973, -83.1317850100000015 42.4936367999999973, -83.1282508500000006 42.4936367999999973, -83.1256469000000067 42.4936367999999973, -83.1256469000000067 42.4899199600000017, -83.1256469000000067 42.4852739099999965, -83.1256469000000067 42.4830438099999981, -83.1256469000000067 42.4791411200000013, -83.1256469000000067 42.4750525999999979, -83.1291808900000007 42.4750525999999979, -83.1347611399999948 42.4750525999999979, -83.1399693700000029 42.4750525999999979, -83.1444335700000039 42.4750525999999979, -83.1464794999999981 42.4750525999999979))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1234 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150799-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkxotc
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon anisitsi (Eigenmann, 1907)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006238-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqmabx
title: Occurrence Download

description: A dataset containing 1331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Periplaneta americana (Linnaeus, 1758)"
 ]
}

 The dataset includes 1331 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002647-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma7tsj
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus john-tuckeri Nixon & C.H.Müll."
 ]
}

 The dataset includes 412 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005560-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iqvz7y
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Succession of benthic hard-bottom communities abundance at X-Huinay, Comau Fjord, Chile, in 2010"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006240-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kwy2q
title: Occurrence Download

description: A dataset containing 626831 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Setophaga castanea (A.Wilson, 1810)"
 ]
}

 The dataset includes 626831 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054758-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rch2yu
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Yvesia A.Camus"
 ]
}

 The dataset includes 52 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002630-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ldxqdq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria wenzelii (Merr.) Merr."
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014526-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q1q3v0
title: Occurrence Download

description: A dataset containing 9577 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana berlandieri Baird, 1859"
 ]
}

 The dataset includes 9577 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006240-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3ff2f
title: Occurrence Download

description: A dataset listing the 410 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-123.07425 44.8121,-123.08846 44.80643,-123.08904 44.80593,-123.08978 44.80254,-123.09186 44.77653,-123.08811 44.77546,-123.09272 44.76715,-123.09301 44.76322,-123.09071 44.76638,-123.07792 44.76632,-123.07796 44.76433,-123.06947 44.76433,-123.06944 44.76788,-123.05962 44.7679,-123.06138 44.76877,-123.0556 44.7747,-123.06622 44.77995,-123.05969 44.78659,-123.06174 44.78864,-123.0631 44.79089,-123.06073 44.79161,-123.06214 44.79452,-123.061 44.79834,-123.06108 44.79929,-123.06499 44.80549,-123.0664 44.8048,-123.07425 44.8121)),((-123.09124 44.78911,-123.094 44.78913,-123.09553 44.78635,-123.09618 44.78652,-123.10027 44.77892,-123.09224 44.77664,-123.09124 44.78911)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 410 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082414-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rh3jga
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bocachico Prochilodus magdalenae (Characiformes: Prochilodontidae) en la cuenca media y baja del río Magdalena"
 ]
}

 The dataset includes 464 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050524-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egvunv
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvilagus floridanus (J.A.Allen, 1890)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-124.76 47.84,-124.76 66.39,-69.65 66.39,-69.65 47.84,-124.76 47.84))",
 "Year 1960-2020"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006242-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0gghem
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Magnolia mexicana DC.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 217 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028796-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3oon4
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrina baumii Harms"
 ]
}

 The dataset includes 36 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002639-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69qalx
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chondrilla chondrilloides (Ard.) H.Karst."
 ]
}

 The dataset includes 279 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006246-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23dxes
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana olgae Regel ex Schmalh."
 ]
}

 The dataset includes 52 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050503-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn4bs8
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Country is Colombia",
 "TaxonKey is Coenagrionidae",
 "Year 2014-2019"
 ]
}

 The dataset includes 430 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064686-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6adve
title: Occurrence Download

description: A dataset containing 9762 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helicoverpa armigera (Hübner, 1808)"
 ]
}

 The dataset includes 9762 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006246-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyt5cf
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.75195 9.27562,62.49023 9.27562,62.49023 34.88593,25.75195 34.88593,25.75195 9.27562))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Gazella subgutturosa (Güldenstaedt, 1780)",
 "TaxonKey is Gazella marica Thomas, 1897"
 ]
 },
 "Year 1950-2021"
 ]
}

 The dataset includes 49 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064700-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11372459
title: A Stochastically Generated meteorological forcings for the Laurentian Great Lakes to support the Great Lakes Restoration Initiative

description: The dataset consists of three folders, each with time series for the Laurentian Great Lakes and their contributing watersheds: 



"observed_historical.zip" : containing daily forcings for Large Lake Thermodynamics Model and Large Basin Runoff Model and Overlake Precipitation time series from GLERL Hydrometeorological Database and consistent with the inputs of GLSGyFS software.

"baseline.zip" :  1000-yr long simulated daily meteorological time series using the Stochastic Weather Generator, without any thermodynamic climate perturbations. 

"scenarios.zip" : 30 scenarios of each 1000-yr long simulated daily meteorological time series using the Stochastic Weather Generator with different thermodynamic perturbations, consistent with Coupled Model Intercomparison Project 6 (CMIP6) projections for the Great Lakes region. 


 

Acknowledgements: 

This work was funded by the Great Lakes Restoration Initiative (GLRI) Action Plan 3, Focus Area 5.2 Conduct Comprehensive Science Programs and Projects. Funding for this work was also provided through the National Science Foundation Grant No. CBET-2144332, and the U.S. Geological Survey Northeast Climate Adaptation Science Center, which is managed by the USGS National Climate Adaptation Science Center, under Grant/Cooperative Agreement No. G21AC10601-00. The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the opinions or policies of the U.S. Geological Survey. Mention of trade names or commercial products does not constitute their endorsement by the Northeast Climate Adaptation Science Center or the U.S. Geological Survey.
DOI: 10.5281/zenodo.11372460
title: A Stochastically Generated meteorological forcings for the Laurentian Great Lakes to support the Great Lakes Restoration Initiative

description: The dataset consists of three folders, each with time series for the Laurentian Great Lakes and their contributing watersheds: 



"observed_historical.zip" : containing daily forcings for Large Lake Thermodynamics Model and Large Basin Runoff Model and Overlake Precipitation time series from GLERL Hydrometeorological Database and consistent with the inputs of GLSGyFS software.

"baseline.zip" :  1000-yr long simulated daily meteorological time series using the Stochastic Weather Generator, without any thermodynamic climate perturbations. 

"scenarios.zip" : 30 scenarios of each 1000-yr long simulated daily meteorological time series using the Stochastic Weather Generator with different thermodynamic perturbations, consistent with Coupled Model Intercomparison Project 6 (CMIP6) projections for the Great Lakes region. 


 

Acknowledgements: 

This work was funded by the Great Lakes Restoration Initiative (GLRI) Action Plan 3, Focus Area 5.2 Conduct Comprehensive Science Programs and Projects. Funding for this work was also provided through the National Science Foundation Grant No. CBET-2144332, and the U.S. Geological Survey Northeast Climate Adaptation Science Center, which is managed by the USGS National Climate Adaptation Science Center, under Grant/Cooperative Agreement No. G21AC10601-00. The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the opinions or policies of the U.S. Geological Survey. Mention of trade names or commercial products does not constitute their endorsement by the Northeast Climate Adaptation Science Center or the U.S. Geological Survey.
DOI: 10.15468/dl.kq2d5h
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teratoclytus plavilstshikovi Zaitzev, 1937",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217705-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c8dqx
title: Occurrence Download

description: A dataset containing 2434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon baurii (Garman, 1891)"
 ]
}

 The dataset includes 2434 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064703-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zejjuy
title: Occurrence Download

description: A dataset containing 15630 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vertebrats d'Andorra"
 ]
}

 The dataset includes 15630 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006247-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j27gay
title: Occurrence Download

description: A dataset containing 21303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Callitriche platycarpa Kütz.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21303 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002650-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfdrvh
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchophorus ferrugineus Herbst"
 ]
}

 The dataset includes 128 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006247-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzrc2x
title: Occurrence Download

description: A dataset containing 951 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prangos ferulacea (L.) Lindl."
 ]
}

 The dataset includes 951 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064712-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j150io
title: Occurrence Download

description: A dataset containing 4382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 4382 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002649-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30075808
title: DATOS PRE SERVICE TEACHERS - NEE

description: This study explores the attitudes of pre - service teachers toward inclusive education in Ecuador, a context underrepresented in international research despite its significance for Sustainable Development Goal 4. Employing quantitative, cross-sectional, and descriptive-relational design, data were collected from 1,074 students enrolled in seven teacher education programs
DOI: 10.6084/m9.figshare.30075808.v1
title: DATOS PRE SERVICE TEACHERS - NEE

description: This study explores the attitudes of pre - service teachers toward inclusive education in Ecuador, a context underrepresented in international research despite its significance for Sustainable Development Goal 4. Employing quantitative, cross-sectional, and descriptive-relational design, data were collected from 1,074 students enrolled in seven teacher education programs