cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18760239
title: METHODS FOR INCREASING STUDENT ENGAGEMENT IN TEACHING ENGLISH

description: Student engagement is widely recognized as a central factor in successful language acquisition. In English language teaching (ELT), learners’ active participation directly influences communicative competence, motivation, and long-term retention of knowledge. This study examines pedagogical methods designed to enhance student engagement in English classrooms through interactive instruction, collaborative learning, communicative activities, and technology integration. Using qualitative classroom observation and comparative pedagogical analysis, the research evaluates the impact of learner-centered strategies on student participation and performance. The findings indicate that engagement-oriented methods significantly increase learners’ motivation, reduce language anxiety, and improve speaking fluency and comprehension skills. The study concludes that systematic implementation of interactive and technology-supported teaching approaches creates a more dynamic, inclusive, and effective learning environment in English education.
DOI: 10.15468/dl.ca6weg
title: Occurrence Download

description: A dataset listing the 58 species recorded in GBIF matching the query:
{
 "and" : [
 "ClassKey is Mammalia",
 "Country is Colombia",
 "DecimalLatitude 6.125-6.665",
 "DecimalLongitude -75.529--74.989",
 "Elevation 1763.0-2356.0m",
 "StateProvince is Antioquia"
 ]
}

 The dataset's 58 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007505-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18749727
title: Dataset for "A Tale of Many Transitions: Heterogeneity in European Energy Decarbonization Models"
DOI: 10.5281/zenodo.18749726
title: Dataset for "A Tale of Many Transitions: Heterogeneity in European Energy Decarbonization Models"
DOI: 10.15468/dl.9k3ts3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Armenia",
 "TaxonKey is Xerocomellus chrysenteron"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007509-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/im0xzi
title: Replication Data for: Impacts of the Four-Day School Week on Juvenile Crime

description: This repository contains the code and cleaned data necessary to replicate the tables and figures presented in Impacts of the Four-Day School Week on Juvenile Crime. The analysis uses Stata (version 18) and relies on juvenile crime data from the National Incident-Based Reporting System (NIBRS), a longitudinal database of four-day school week use, and school-level demographic information from the National Center for Education Statistics (NCES) across six states (Colorado, Idaho, Montana, Oklahoma, South Dakota, and Oregon) from 2005-2019.
DOI: 10.15468/dl.ar59y6
title: Occurrence Download

description: A dataset containing 1448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anacardium occidentale",
 "Year 1992-2025"
 ]
}

 The dataset includes 1448 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007508-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18760243
title: Solutions of the saddle point equations
DOI: 10.5281/zenodo.18760244
title: Solutions of the saddle point equations
DOI: 10.15468/dl.ng9j8n
title: Occurrence Download

description: A dataset containing 6927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((4.426908565678557 50.581605750159746, 4.425562699703569 50.59037580175188, 4.421554033575135 50.5988100719872, 4.415035376253422 50.606584175749575, 4.406256404761399 50.61339896773866, 4.395554196477619 50.61899209794719, 4.383340320738997 50.62314816392315, 4.3700849787157585 50.625707058948755, 4.356298807604566 50.6265701845682, 4.342513067635343 50.62570427958702, 4.329259002288849 50.62314271228706, 4.317047199185634 50.61898418405368, 4.306347779076789 50.613388896385125, 4.297572203245207 50.60657233469824, 4.29105741767152 50.59879691695308, 4.287052949824387 50.59036183878786, 4.285711446817028 50.5815915161313, 4.287082998925032 50.57282307848499, 4.291113437558431 50.56439339950317, 4.297646639094398 50.55662616532653, 4.306430712281328 50.54981947542448, 4.317127803044557 50.54423444633552, 4.3293271211339865 50.540085247189154, 4.342560681645674 50.53753093928929, 4.3563211634244885 50.5366694227422, 4.370081217217797 50.53753371377513, 4.383313510041578 50.5400906898158, 4.395510768948339 50.54424234845765, 4.406205087405203 50.54982953403679, 4.41498578080023 50.55663799460649, 4.421515124040858 50.56440654552788, 4.425541373381742 50.572837036573155, 4.426908565678557 50.581605750159746))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026)"
 ]
}

 The dataset includes 6927 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007511-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18760256
title: ORGANIZINGEFFECTIVEEDUCATIONBASEDONDIDACTICPRINCIPLESANDINTERACTIVEAPPROACHES

description: Throughthisarticle,isdevotedtothetheoreticalandpracticalstudyoftheissuesofincreasingeducationalefficiencybasedonthebasicprinciplesofdidactics.Itanalyzestheroleofinteractivemethods,suchasdidacticgamesandroleplayinggames,intherelevantwaystoformandstrengthenthenecessaryskillsandcompetenciesinstudentsthroughtheuseofinteractivemethods.Themainpurposeofthearticleistoenrichthetheoreticalfoundationsoftheapplicationofgametechnologiesineducationalpracticeanddeveloppracticalrecommendations
DOI: 10.5281/zenodo.18760255
title: ORGANIZINGEFFECTIVEEDUCATIONBASEDONDIDACTICPRINCIPLESANDINTERACTIVEAPPROACHES

description: Throughthisarticle,isdevotedtothetheoreticalandpracticalstudyoftheissuesofincreasingeducationalefficiencybasedonthebasicprinciplesofdidactics.Itanalyzestheroleofinteractivemethods,suchasdidacticgamesandroleplayinggames,intherelevantwaystoformandstrengthenthenecessaryskillsandcompetenciesinstudentsthroughtheuseofinteractivemethods.Themainpurposeofthearticleistoenrichthetheoreticalfoundationsoftheapplicationofgametechnologiesineducationalpracticeanddeveloppracticalrecommendations
DOI: 10.5281/zenodo.18760254
title: PSYCHOLOGICAL FEATURES OF THE FORMATION OF DEVIANT BEHAVIOR IN ADOLESCENTS UNDER THE INFLUENCE OF VIRTUAL COMMUNICATION

description: This scientific in the article modern informed society under the circumstances teenagers virtual communication in life place and importance , its person psychic to develop indicating positive and negative effects surrounding analysis Also , deviant behavior prevent to take and prevention to do according to scientific and practical recommendations working is released .
DOI: 10.5281/zenodo.18760253
title: PSYCHOLOGICAL FEATURES OF THE FORMATION OF DEVIANT BEHAVIOR IN ADOLESCENTS UNDER THE INFLUENCE OF VIRTUAL COMMUNICATION

description: This scientific in the article modern informed society under the circumstances teenagers virtual communication in life place and importance , its person psychic to develop indicating positive and negative effects surrounding analysis Also , deviant behavior prevent to take and prevention to do according to scientific and practical recommendations working is released .
DOI: 10.15468/dl.5q835y
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Manis crassicaudata"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007517-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfdy6h
title: Occurrence Download

description: A dataset containing 3393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melicoccus bijugatus",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3393 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007515-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1404647.10fu
title: SH1404647.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1404648.10fu
title: SH1404648.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1404649.10fu
title: SH1404649.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1404651.10fu
title: SH1404651.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1404654.10fu
title: SH1404654.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1404656.10fu
title: SH1404656.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1404658.10fu
title: SH1404658.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1404660.10fu
title: SH1404660.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.auvbwr
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029539-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11620082
title: RealBiomFall: A Fine-grained Realistic Fall Dataset from the Perspective of Biomechanics

description: This repository holds the video clips and annotations of "RealBiomFall: A Fine-grained Realistic Fall Dataset from the Perspective of Biomechanics".

Currently, we include 100 video clips ("video_clips-trimmed_cropped_padded_resized-100.zip") and their corresponding temporal and semantical annotations ("label-100.zip"). We will release all the data after our paper is accepted.

In "label-100.zip", there are five "*.pkl" files indicating the annotations of provided 100 video clips:



labels_temporal_coarse.pkl: including coarse temporal annotations.

labels_temporal_finegrained.pkl: including fine-grained temporal annotations.

labels_smc_coarse.pkl: including coarse semantical annotations.

labels_smc_midlevel.pkl: including mid-level semantical annotations.

labels_smc_finegrained.pkl: including fine-grained semantical annotations.


For more information about our label formatting, please check the "README.md".

Besides video clips and annotations, we also provide two demo videos ("demo_1.mp4" and "demo_2.mp4") to help to quickly understand our data pattern.
DOI: 10.15468/dl.jbu4uh
title: Occurrence Download

description: A dataset containing 2637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siproeta stelenes Linnaeus, 1758"
 ]
}

 The dataset includes 2637 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191966-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11636174
title: RealBiomFall: A Fine-grained Realistic Fall Dataset from the Perspective of Biomechanics

description: This repository holds the video clips and annotations of "RealBiomFall: A Fine-grained Realistic Fall Dataset from the Perspective of Biomechanics".

Currently, we include 100 video clips ("video_clips-trimmed_cropped_padded_resized-100.zip") and their corresponding temporal and semantical annotations ("label-100.zip"). We will release all the data after our paper is accepted.

In "label-100.zip", there are five "*.pkl" files indicating the annotations of provided 100 video clips:



labels_temporal_coarse.pkl: including coarse temporal annotations.

labels_temporal_finegrained.pkl: including fine-grained temporal annotations.

labels_smc_coarse.pkl: including coarse semantical annotations.

labels_smc_midlevel.pkl: including mid-level semantical annotations.

labels_smc_finegrained.pkl: including fine-grained semantical annotations.


For more information about our label formatting, please check the "README.md".

Besides video clips and annotations, we also provide two demo videos ("demo_1.mp4" and "demo_2.mp4") to help to quickly understand our data pattern.
DOI: 10.15468/dl.eoo1xp
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042033-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsgcrj
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingCountry is Canada",
 "TaxonKey is one of (Artemisia abrotanum L.)"
 ]
}

 The dataset includes 31 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031422-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezn2n5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052800-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4hcfm
title: Occurrence Download

description: A dataset containing 6918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siproeta stelenes biplagiata (Fruhstorfer, 1907)"
 ]
}

 The dataset includes 6918 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191967-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.