cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ck49jyxcbt
title: Cyberbullying dataset for Kurdish Language

description: Cyberbullying has become an increasingly prevalent issue in the digital age, with the rise of social media and online communication. It can take many forms, including verbal attacks, harassment, and discrimination, and it can have serious consequences for victims, including depression, anxiety, and even suicide. While much research has been done on cyberbullying in languages such as English, Spanish, and Chinese, there has been little focus on languages spoken by smaller populations, such as Kurdish.
Kurdish is a language spoken by millions of people in the Middle East, including Turkey, Iran, Iraq, and Syria. It is an Indo-European language with several dialects, and it is considered an official language in Iraq and an official regional language in Iran. Despite its widespread use, there has been very little research on cyberbullying in Kurdish, and there are currently no datasets available that specifically focus on this issue.
To address this gap, we have created the first ever cyberbullying dataset for the Kurdish language. This dataset contains three classes: neutral, racism, and sexism. The neutral class includes messages that do not contain any form of cyberbullying, while the racism and sexism classes include messages that contain discriminatory language based on race or gender, respectively.
The dataset was created using a combination of manual and automated techniques. We collected a large number of messages from Twitter API, that were written in Kurdish. We then manually labeled these messages based on whether they contained cyberbullying or not, and further categorized them into the three classes.
The resulting dataset contains over 30,000 messages, with roughly equal distribution among the three classes. It is a valuable resource for researchers and practitioners who are interested in studying cyberbullying in the Kurdish language and developing strategies to combat it.
The dataset can be used for a variety of purposes, including training machine learning models to detect cyberbullying in Kurdish, analyzing the language used in cyberbullying messages to identify patterns and trends, and developing interventions to prevent and address cyberbullying in Kurdish-speaking communities.
DOI: 10.15468/dl.7drs8c
title: Occurrence Download

description: A dataset containing 25449638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parus major, Columba livia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25449638 records from 7362 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014822-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vgebv
title: Occurrence Download

description: A dataset containing 64620 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anopheles crucians"
 ]
}

 The dataset includes 64620 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080116-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.538y53
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sycon scaldiense (Van Koolwijk, 1982))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073656-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4sdpn
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sycon raphanus Schmidt, 1862)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 281 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073658-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ve2dtp
title: Occurrence Download

description: A dataset containing 5417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia cyclops A.Cunn. ex G.Don"
 ]
}

 The dataset includes 5417 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073659-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tqrtz
title: Occurrence Download

description: A dataset containing 3437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora cincinnata Mast."
 ]
}

 The dataset includes 3437 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073660-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzetc3
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paraleucilla magna Klautau, Monteiro & Borojevic, 2004)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 136 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073661-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9h5w8
title: Occurrence Download

description: A dataset containing 11533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dysidea fragilis (Montagu, 1814))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11533 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073663-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nupmf6
title: Occurrence Download

description: A dataset containing 739883 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "StateProvince is one of (boyacá)"
 ]
}

 The dataset includes 739883 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073646-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r74ngj
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)",
 "Year 2015-2024"
 ]
}

 The dataset includes 86 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073664-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vm5qv7
title: Occurrence Download

description: A dataset containing 1168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dysidea avara (Schmidt, 1862))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1168 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073665-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zjwer
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyrtios erectus (Keller, 1889))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 553 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073666-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.feavar
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Inia geoffrensis (Blainville, 1817)",
 "Year 2015-2024"
 ]
}

 The dataset includes 70 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073667-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2n5g5
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lissodendoryx isodictyalis (Carter, 1882))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 238 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073668-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhu335
title: Occurrence Download

description: A dataset listing the 133 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset's 133 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073657-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq2mck
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lissodendoryx schmidti (Ridley, 1884))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073669-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kw2sqk
title: Occurrence Download

description: A dataset containing 2044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Spheniscus humboldti Meyen, 1834",
 "Year 2019-2024"
 ]
}

 The dataset includes 2044 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073671-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kkc62
title: Occurrence Download

description: A dataset containing 1228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clathria prolifera (Ellis & Solander, 1786))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1228 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073672-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfzsjx
title: Occurrence Download

description: A dataset containing 20618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.25255 -40.79131,-71.67254 -40.79131,-71.67254 -40.11473,-72.25255 -40.11473,-72.25255 -40.79131))",
 "IucnRedListCategory is one of (EN, VU, NT, LC, DD, NE)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 20618 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073670-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny8zn3
title: Occurrence Download

description: A dataset containing 351272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Robinia pseudoacacia L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 351272 records from 2788 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073619-240506114902167/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.29621291
title: Data Tables for Delta Island Adaptations Development of Regenerative Land Uses; geospatial analysis of ecosystem, infrastructural and economic factors, and effects.

description: Key indicators of unsustainability in the subsided Sacramento-San Joaquin Delta include decreased arability, biodiversity declines, and increased water supply vulnerability. The Delta Islands Adaptation Strategy (DIA) sought through interdisciplinary science, codesign, ecocultural knowledge, public involvement, and structured decision making to assess the potential implementation of alternate land uses on four Delta islands, Bouldin Island, Webb Tract, Holland Tract, and Bacon Island. Collectively, the DIA islands represent the range of physical, ecological, and social conditions that predominate in the farmed subsided Delta.<br>Based on present-day subsidence rates and GHG emissions, levee failure risk reduction potential, opportunities to enhance or restore ecological habitats, potential for habitat and hydrologic connectivity and adjacency benefits, and suitable areas for paludiculture, rice, regenerative agriculture, and net revenue, Bouldin Island was selected for development of detailed island-wide landscape scenarios during Phase I During Phase II near-term and long-term scenarios were developed on Bouldin Island for subsidence mitigation, greenhouse gas emissions reductions, ecological and ecocultural restoration, water quality and supply benefits, creation of recreation and community, development of opportunities for learning and partnerships.<br>Implementation of the near-term scenario would result in subsidence reversal; we estimated an annual total net soil volume change from accretion and avoided subsidence of 439,000 m<sup>3</sup> and a reduction of average annual GHG emissions by 75% and net revenue greater than baseline. For long-term scenarios, we allocated land uses to maximize diversity and maintain agriculture in the case of the Long Term 2 scenario. For the Long Term 3, Long Term 4, and Long Term 5 scenarios, agriculture was eliminated and replaced with wetlands. Long Term 4 was estimated to have the greatest subsidence reversal benefit; a volume change relative to baseline of 738,000 m<sup>3</sup>. Values for scenarios Long Term 2, 3 and 5, were 505,000, 560,000, and 670,000 m<sup>3</sup>, respectively.The attached file provides the Appendix data tables referenced in the text.
DOI: 10.6084/m9.figshare.29621291.v1
title: Data Tables for The Delta Islands Adaptation Strategy; Development of Regenerative Land Uses in the Sacramento-San Joaquin Delta Through Interdisciplinary Science and Co-Design

description: Key indicators of unsustainability in the subsided Sacramento-San Joaquin Delta include decreased arability, biodiversity declines, and increased water supply vulnerability. The Delta Islands Adaptation Strategy (DIA) sought through interdisciplinary science, codesign, ecocultural knowledge, public involvement, and structured decision making to assess the potential implementation of alternate land uses on four Delta islands, Bouldin Island, Webb Tract, Holland Tract, and Bacon Island. Collectively, the DIA islands represent the range of physical, ecological, and social conditions that predominate in the farmed subsided Delta.<br>Based on present-day subsidence rates and GHG emissions, levee failure risk reduction potential, opportunities to enhance or restore ecological habitats, potential for habitat and hydrologic connectivity and adjacency benefits, and suitable areas for paludiculture, rice, regenerative agriculture, and net revenue, Bouldin Island was selected for development of detailed island-wide landscape scenarios during Phase I During Phase II near-term and long-term scenarios were developed on Bouldin Island for subsidence mitigation, greenhouse gas emissions reductions, ecological and ecocultural restoration, water quality and supply benefits, creation of recreation and community, development of opportunities for learning and partnerships.<br>Implementation of the near-term scenario would result in subsidence reversal; we estimated an annual total net soil volume change from accretion and avoided subsidence of 439,000 m<sup>3</sup> and a reduction of average annual GHG emissions by 75% and net revenue greater than baseline. For long-term scenarios, we allocated land uses to maximize diversity and maintain agriculture in the case of the Long Term 2 scenario. For the Long Term 3, Long Term 4, and Long Term 5 scenarios, agriculture was eliminated and replaced with wetlands. Long Term 4 was estimated to have the greatest subsidence reversal benefit; a volume change relative to baseline of 738,000 m<sup>3</sup>. Values for scenarios Long Term 2, 3 and 5, were 505,000, 560,000, and 670,000 m<sup>3</sup>, respectively.The attached file provides the Appendix data tables referenced in the text.
DOI: 10.6084/m9.figshare.29621291.v2
title: Data Tables for Delta Island Adaptations Development of Regenerative Land Uses; geospatial analysis of ecosystem, infrastructural and economic factors, and effects.

description: Key indicators of unsustainability in the subsided Sacramento-San Joaquin Delta include decreased arability, biodiversity declines, and increased water supply vulnerability. The Delta Islands Adaptation Strategy (DIA) sought through interdisciplinary science, codesign, ecocultural knowledge, public involvement, and structured decision making to assess the potential implementation of alternate land uses on four Delta islands, Bouldin Island, Webb Tract, Holland Tract, and Bacon Island. Collectively, the DIA islands represent the range of physical, ecological, and social conditions that predominate in the farmed subsided Delta.<br>Based on present-day subsidence rates and GHG emissions, levee failure risk reduction potential, opportunities to enhance or restore ecological habitats, potential for habitat and hydrologic connectivity and adjacency benefits, and suitable areas for paludiculture, rice, regenerative agriculture, and net revenue, Bouldin Island was selected for development of detailed island-wide landscape scenarios during Phase I During Phase II near-term and long-term scenarios were developed on Bouldin Island for subsidence mitigation, greenhouse gas emissions reductions, ecological and ecocultural restoration, water quality and supply benefits, creation of recreation and community, development of opportunities for learning and partnerships.<br>Implementation of the near-term scenario would result in subsidence reversal; we estimated an annual total net soil volume change from accretion and avoided subsidence of 439,000 m<sup>3</sup> and a reduction of average annual GHG emissions by 75% and net revenue greater than baseline. For long-term scenarios, we allocated land uses to maximize diversity and maintain agriculture in the case of the Long Term 2 scenario. For the Long Term 3, Long Term 4, and Long Term 5 scenarios, agriculture was eliminated and replaced with wetlands. Long Term 4 was estimated to have the greatest subsidence reversal benefit; a volume change relative to baseline of 738,000 m<sup>3</sup>. Values for scenarios Long Term 2, 3 and 5, were 505,000, 560,000, and 670,000 m<sup>3</sup>, respectively.The attached file provides the Appendix data tables referenced in the text.
DOI: 10.15468/dl.7htmff
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Portia labiata"
 ]
}

 The dataset includes 66 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027752-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15530452
title: Integración STEM en educación: revisión sistemática de dinámicas y desafíos.

description: Material complementario a revisión bibliográfica titulada: Integración STEM en educación: revisión sistemática de dinámicas y desafíos.
DOI: 10.5281/zenodo.15530453
title: Integración STEM en educación: revisión sistemática de dinámicas y desafíos.

description: Material complementario a revisión bibliográfica titulada: Integración STEM en educación: revisión sistemática de dinámicas y desafíos.
DOI: 10.15468/dl.xjp94h
title: Occurrence Download

description: A dataset containing 103340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calliptamus italicus, Anacridium melanorhodon, Anacridium aegyptium, Schistocerca cancellata, Schistocerca interrita, Schistocerca piceifrons peruviana, Schistocerca piceifrons piceifrons, Dociostaurus maroccanus, Nomadacris septemfasciata, Patanga succincta, Gomphocerus sibiricus, Aiolopus simulatrix, Ceracris kiangsu, Gastrimargus musicus, Locusta migratoria migratoria, Locusta migratoria migratorioides, Locusta pardalina, Oedaleus asiaticus, Oedaleus senegalensis, Schistocerca gregaria, Austracris guttulosa, Chortoicetes terminifera)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025",
 "HasCoordinate is true"
 ]
}

 The dataset includes 103340 records from 1375 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027727-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/revryg
title: Replication Data for: 'Trust and Innovation Within the Firm: Evidence from Matched CEO-Firm Data'

description: The data and programs replicate tables and figures from "Trust and Innovation Within the Firm: Evidence from Matched CEO-Firm Data," by Kieu-Trang Nguyen.
DOI: 10.15468/dl.cq3wzf
title: Occurrence Download

description: A dataset containing 200514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Formicidae",
 "Continent is Europe",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than or equal to 2000",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 200514 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027740-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17358806
title: Martial Arts-Dance Fusion
DOI: 10.5281/zenodo.17358807
title: Martial Arts-Dance Fusion