cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28104103.v1
title: The advantage of regression and covariate utilisation over ANOVA in engineering education research

description: Despite the availability and potential usefulness of demographic and contextual data in many quantitative studies within engineering education, the preference for ANOVA over regression models remains prevalent, often without clear justification. A mapping review of literature from the EJEE and JEE spanning 2012–2022 identified 98 studies using ANOVA or t-tests. Further investigation suggested that 62% and 78% of these studies, in the two flagship journals, respectively, potentially could have benefitted from employing regression analyses. This article argues for the broader adoption of regression analysis when appropriate, and its potential superiority over ANOVA in numerous contexts based on statistical and practical considerations. This argument is supported through both conceptual discussions and statistical evidence, alongside simulation studies utilising three widely used databases. The findings of simulation studies showed that regression analyses not only use demographic and contextual data more effectively but also offer enhanced analytical power, accuracy, and robustness against Type I errors, particularly in identifying disparities in educational outcomes and exploring intersectionality. Thus, we advocate for a more proactive consideration of adopting regression methods, especially integrating meaningful covariates, for research design and method choice.
DOI: 10.15468/dl.wgbdb4
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",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hemitriccus nidipendulus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029239-250802193616735/datasets/export for details.
DOI: 10.15468/dl.av5f8e
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACB5255"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029238-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16780448
title: Distribution characteristics of glaciers across different elevation zones

description: Reveals distinct characteristics and spatial heterogeneity in glacier changes and distribution across different zones and time periods within the Ányêmaqên Mountains, varying significantly with elevation (Zhao et al. 2020). Glaciers in this region are predominantly concentrated within the 5200–5400 m elevation band. This zone exhibited substantial overall area loss, accounting for 57.26% (mean area: 50.47 km²) of the total glacierized area during 2009–2024. Notably, interannual area fluctuations within this elevation band were minor, with values generally oscillating near 51 km², indicating relatively stable glacier behavior. Conversely, glacier coverage below 5200 m is limited. This lower zone, corresponding to the primary snout distribution area, represented only 5.12% (mean area: 6.21 km²) of the total area. However, this elevation band experienced more pronounced interannual area variations (Su et al. 2021), suggesting heightened activity associated with glacier termini dynamics.
DOI: 10.15468/dl.wvvntk
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",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hemitriccus nidipendulus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029237-250802193616735/datasets/export for details.
DOI: 10.5284/1133000
title: Images and GIS Data from an Archaeological Evaluation at Great Barton Primary School, School Road, Great Barton, Suffolk, June 2021

description: This collection consists of images and GIS data from an archaeological evaluation by Cotswold Archaeology. Work occurred on land adjacent to Great Barton Primary School, School Road, Great Barton, Suffolk, in June 2021.A focus of Roman activity was identified in the area of Trenches 1, 2 and 4, with an assemblage of twenty-six sherds of Roman pottery, a single piece of fired clay, nine fragments of animal bone, a nail and a coin recovered from ditches in Trenches 1, 2 and 4, and a pit in Trench 4.Other finds of note include an Early-Middle Iron Age copper alloy bow brooch dating between c.450 - 300 BC that was recovered from topsoil within Trench 4 and a single post-medieval clay pipe stem recovered from the topsoil of Trench 1.
DOI: 10.15468/dl.d8qtej
title: Occurrence Download

description: A dataset containing 6162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pica mauritanica",
 "Year 2015-2025"
 ]
}

 The dataset includes 6162 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029240-250802193616735/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.29636657
title: Dietary metabarcoding sequences from: "Specialisation towards dangerous prey leads to miniaturisation and accelerated evolution - 2nd part

description: This dataset contains the second folder of raw sequencing results for the research titled "Specialisation towards dangerous prey leads to miniaturisation and accelerated evolution", authored by Gajski et al. 2025. The second part is in another folder available in the above-mentioned manuscript.
DOI: 10.6084/m9.figshare.29636657.v1
title: Dietary metabarcoding sequences from: "Specialisation towards dangerous prey leads to miniaturisation and accelerated evolution - 2nd part

description: This dataset contains the second folder of raw sequencing results for the research titled "Specialisation towards dangerous prey leads to miniaturisation and accelerated evolution", authored by Gajski et al. 2025. The second part is in another folder available in the above-mentioned manuscript.
DOI: 10.15468/dl.6uytnz
title: Occurrence Download

description: A dataset containing 18797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sporophila leucoptera)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 18797 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029241-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8tt3x
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sporophila maximiliani)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029242-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvebjh
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kyphosus incisor"
 ]
}

 The dataset includes 391 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029243-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nunqek
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bipalium vagum"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029244-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suapj7
title: Occurrence Download

description: A dataset listing the 11208 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mayotte",
 "Geometry POLYGON((44.84624 -13.12025,45.4838 -13.12025,45.4838 -12.55486,44.84624 -12.55486,44.84624 -13.12025))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 11208 records were derived from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029228-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzann9
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",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hemitriccus diops)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029245-250802193616735/datasets/export for details.
DOI: 10.15468/dl.jx3yzt
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",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hemitriccus diops)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029246-250802193616735/datasets/export for details.
DOI: 10.15468/dl.bvaa6k
title: Occurrence Download

description: A dataset containing 8445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hemitriccus diops)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 8445 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029247-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16780422
title: Sustainable Access to Sports and Outdoors Facilities

description: This database contains a collection of GeoPackages developed as part of a national project aimed at visualizing accessibility to sports and outdoor recreation facilities across Sweden, alongside a corresponding sustainability index (Sustainable Access to Sports and Outdoors Facilities Platform).

Accessibility was assessed using various transport modes—walking, cycling, car, and public transport—from origin points (weighted population centroids) to destinations representing the most popular activities in Sweden. These include: football, other ball sports, ice hockey, gymnastics, fitness at a center, swimming in a pool, horse riding, athletics, martial arts, golf, tennis, playgrounds, walking and/or running outdoors, outdoor swimming, picnicking, dog parks, outdoor gyms, and disc golf.

The origins and destinations used in the analysis are provided in the origins and destinations GeoPackages.

Results include travel time to each activity and the percentage of the population with access to them. These are available at three travel time thresholds—15, 30, and 60 minutes—and are presented both by origin grid cell and aggregated by RegSO (regional statistical area) and city using the median. These datasets can be found in the GeoPackages travel_time_to_activities and population_percentage_access.

A sustainability index was also developed to compare travel times by sustainable modes (walking, cycling, and public transport) to travel times by car. This index captures the relative performance of sustainable transport in providing access to activities. Results are provided at the grid level and aggregated by RegSO and city, using the median of the population distribution. The corresponding data are available in the sustainability_index GeoPackage.
DOI: 10.15468/dl.xc6nhv
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes aegypti",
 "Year 1000-2025"
 ]
}

 The dataset includes 53 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029248-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr5hxb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sporophila murallae)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029250-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqsk6j
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pimelepterus incisor"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029251-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brcavp
title: Occurrence Download

description: A dataset containing 74948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mayotte",
 "Geometry POLYGON((44.84624 -13.12025,45.4838 -13.12025,45.4838 -12.55486,44.84624 -12.55486,44.84624 -13.12025))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 74948 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029227-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.andcja
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puya raimondii Harms"
 ]
}

 The dataset includes 334 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011381-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnakn9
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis bombiceps Cope, 1875"
 ]
}

 The dataset includes 179 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011382-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.