cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15653146
title: Direct learning outcomes assessment (communication) in higher education_Costa Rica
title: Evaluación Directa de Resultados de Aprendizaje (Comunicación) en la Educación Superior – Costa Rica

description: This dataset is part of the doctoral research: “Propuesta de un modelo de análisis multivariado para evaluar los resultados de aprendizaje de estudiantes en educación superior”. The study population consists of students enrolled in engineering programs during the 2023–2024 academic year in an engineering higher education institution in Costa Rica. 

The database comprises a sample of 384 observations, integrating three sources of information: (1) direct assessments of learning outcomes using a curricular analytics tool of communication; (2) demographic data obtained from institutional records; and (3) responses from student surveys that measured self-efficacy, perceptions of instructional design, and perceived achievement of the learning outcomes promoted by the program.

The direct assessments were collected as part of an institutional strategy to evaluate learning outcomes across various engineering programs for accreditation and continuous improvement purposes, using the attributes defined by the Washington Accord and the International Engineering Alliance.

The data were collected in accordance with ethical principles established in international regulations such as the Declaration of Helsinki, and national laws such as the Biomedical Research Regulatory Law No. 9234 and the Law on the Protection of Individuals Regarding the Processing of Their Personal Data No. 8968. Additionally, the database has been anonymized to ensure the confidentiality and anonymity of the participants.

Informed consent was obtained for this study, which included provisions for the academic use of the data, and the corresponding institutional permissions were secured.
DOI: 10.5281/zenodo.15653147
title: Direct learning outcomes assessment (communication) in higher education_Costa Rica
title: Evaluación Directa de Resultados de Aprendizaje (Comunicación) en la Educación Superior – Costa Rica

description: This dataset is part of the doctoral research: “Propuesta de un modelo de análisis multivariado para evaluar los resultados de aprendizaje de estudiantes en educación superior”. The study population consists of students enrolled in engineering programs during the 2023–2024 academic year in an engineering higher education institution in Costa Rica. 

The database comprises a sample of 384 observations, integrating three sources of information: (1) direct assessments of learning outcomes using a curricular analytics tool of communication; (2) demographic data obtained from institutional records; and (3) responses from student surveys that measured self-efficacy, perceptions of instructional design, and perceived achievement of the learning outcomes promoted by the program.

The direct assessments were collected as part of an institutional strategy to evaluate learning outcomes across various engineering programs for accreditation and continuous improvement purposes, using the attributes defined by the Washington Accord and the International Engineering Alliance.

The data were collected in accordance with ethical principles established in international regulations such as the Declaration of Helsinki, and national laws such as the Biomedical Research Regulatory Law No. 9234 and the Law on the Protection of Individuals Regarding the Processing of Their Personal Data No. 8968. Additionally, the database has been anonymized to ensure the confidentiality and anonymity of the participants.

Informed consent was obtained for this study, which included provisions for the academic use of the data, and the corresponding institutional permissions were secured.
DOI: 10.15468/dl.79z6wd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanothece C.Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040615-250525065834625/datasets/export for details.
DOI: 10.15468/dl.skasff
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Criorhina pachymera (Egger, 1858)"
 ]
}

 The dataset includes 365 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040616-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.haefcw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gnaphalium limicola Hilliard",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040617-250525065834625/datasets/export for details.
DOI: 10.15468/dl.jr8qc9
title: Occurrence Download

description: A dataset containing 2613 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Criorhina ranunculi (Panzer, 1803)"
 ]
}

 The dataset includes 2613 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040619-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2q3wn
title: Occurrence Download

description: A dataset containing 21295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Avicennia germinans (L.) L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 21295 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040618-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhy67k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanothece C.Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040621-250525065834625/datasets/export for details.
DOI: 10.15468/dl.73gv6f
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.12812 49.28277,-123.08649 49.28277,-123.08649 49.29941,-123.12812 49.29941,-123.12812 49.28277))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 496 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040620-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am3arn
title: Occurrence Download

description: A dataset containing 12396 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasysyrphus albostriatus (Fallén, 1817)"
 ]
}

 The dataset includes 12396 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040622-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pyend
title: Occurrence Download

description: A dataset containing 642 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasysyrphus friuliensis (van der Goot, 1960)"
 ]
}

 The dataset includes 642 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040624-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2g56sh
title: Occurrence Download

description: A dataset containing 18749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumana ericoides (Cav.) Gand.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18749 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040623-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/awe-k46-ljn
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vkh-vja-bbq
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vl1-tag-vze
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/52x-sek-k98
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k1g-2r5-321
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p8f-9ln-9xn
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8q5-6fn-gb7
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bwx-cdf-ae6
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pkk-p5e-y4p
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s8h-8yf-p03
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0sg-5hj-ftz
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h4v-f29-4t3
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tdt-qcp-fap
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bp9-ap9-0js
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/c5z-awd-8vn
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dc1-v0d-lgw
title: Microbrachius longi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1jf-h4a-t47
title: Albarutheniaspis bessonovae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h2x-39b-p44
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5rk-3h5-gbc
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k25-qz5-cgn
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y38-rb0-rat
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/589-dgn-rbp
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/am1-16c-2jg
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/br8-xp0-199
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kwr-q46-5l3
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/my5-ydn-37z
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/f7n-3jl-dw6
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jek-wbl-5lm
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b00-ax2-em3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g1c-80c-91h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5p4-wwg-cep
title: Favosites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wxe-yxy-n98
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6tc-cce-xl5
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lnz-n29-gla
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xam-7ne-cd6
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/77h-a8y-ws5
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qpe-62x-wa2
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/77k-rs0-hsy
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.vemvak
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster simonsii",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002291-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3s8u2
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster simonsii",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 69 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002292-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejxy92
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster simonsii",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002293-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/wkk-f7v-ybg
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p62-j81-j8h
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zaw-v17-543
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/59s-etj-sac
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9z9-912-ncx
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7ba-pp0-3cp
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y2h-7rc-xfw
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.scurz8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schizodon australis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002294-250914085247600/datasets/export for details.
DOI: 10.3535/zb3-khd-ykm
title: †Homoeospira Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.ghxk3p
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gossypium aridum"
 ]
}

 The dataset includes 307 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002295-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/nsn-ay8-7pz
title: †Homoeospira Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mbx-nxz-2bq
title: †Homoeospira Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y37-t3x-le4
title: †Homoeospira Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5m4-e7k-2dt
title: †Homoeospira Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5p1-wyb-bwv
title: †Homoeospira Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/z75-s74-wh2
title: †Homoeospira Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3w7-mwa-6wt
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/68h-0rq-lb1
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vqr-45d-d22
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yck-f7n-k71
title: kukersiit faunaga

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1lx-4h4-eg1
title: püriidistunud rugoos

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8th-g44-9en
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pyl-sx3-6h7
title: Charoite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4p9-2n5-458
title: Hematite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xpv-9ve-vv6
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0z4-mwk-bcx
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0se-fhr-cek
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tb2-gzh-8q8
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fyf-tsr-xsd
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m0k-jbv-4np
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/czt-b1k-kwa
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/d4v-ld7-l2h
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5nw-nt8-gqx
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0zq-vba-e91
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jac-1y2-1bd
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6c4-8xw-zll
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v6h-d80-1k0
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.