cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.spqr56
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Bassaricyon neblina [GBIF Backbone Taxonomy])",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Specimen)",
 "Year 2000-2025"
 ]
 }
 ]
}

 The dataset includes 149 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007509-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5v7-zdw-cpg
title: Athanas nitescens (Leach, 1813)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b6k-9tv-3g2
title: Sicyonia carinata (Brünnich, 1768)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fjh-mbh-lks
title: Leander tenuicornis (Say, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.fcsxyb
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sternochetus mangiferae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence)"
 ]
}

 The dataset includes 294 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007510-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18352258
title: THE IMPACT OF TASK-BASED LANGUAGE TEACHING ON SPEAKING FLUENCY OF SECONDARY SCHOOL LEARNERS

description: Task-Based Language Teaching (TBLT) has gained wide recognition as an effective pedagogical approach in second and foreign language education, particularly for developing learners’ communicative competence. This article examines the impact of TBLT on the speaking fluency of secondary school learners based on empirical and theoretical studies published in applied linguistics and language pedagogy. Speaking fluency is conceptualized as the ability to produce speech smoothly, with minimal hesitation and appropriate pacing. Drawing on classroom-based experimental studies, longitudinal research, and meta-analyses, the article analyzes how task design, task repetition, interactional patterns, and learner engagement contribute to measurable improvements in oral fluency. The findings indicate that TBLT creates conditions conducive to fluency development by promoting meaningful interaction, real-time language processing, and increased speaking time. The article concludes with pedagogical implications for secondary school contexts and recommendations for future research.
DOI: 10.5281/zenodo.18352257
title: THE IMPACT OF TASK-BASED LANGUAGE TEACHING ON SPEAKING FLUENCY OF SECONDARY SCHOOL LEARNERS

description: Task-Based Language Teaching (TBLT) has gained wide recognition as an effective pedagogical approach in second and foreign language education, particularly for developing learners’ communicative competence. This article examines the impact of TBLT on the speaking fluency of secondary school learners based on empirical and theoretical studies published in applied linguistics and language pedagogy. Speaking fluency is conceptualized as the ability to produce speech smoothly, with minimal hesitation and appropriate pacing. Drawing on classroom-based experimental studies, longitudinal research, and meta-analyses, the article analyzes how task design, task repetition, interactional patterns, and learner engagement contribute to measurable improvements in oral fluency. The findings indicate that TBLT creates conditions conducive to fluency development by promoting meaningful interaction, real-time language processing, and increased speaking time. The article concludes with pedagogical implications for secondary school contexts and recommendations for future research.
DOI: 10.5281/zenodo.18352072
title: Data for: Scattering and induced false vacuum decay in the two-dimensional quantum Ising model

description: This repository contains the data underlying the figures presented in the associated manuscript, as well as the script used to generate the initial states for the numerical simulations.
DOI: 10.5281/zenodo.18352073
title: Data for: Scattering and induced false vacuum decay in the two-dimensional quantum Ising model

description: This repository contains the data underlying the figures presented in the associated manuscript, as well as the script used to generate the initial states for the numerical simulations.
DOI: 10.5281/zenodo.18338272
title: Hybrid AFI/GRE B1+ Maps and Localizers 7T MRI Head Data for CNN use

description: Data for reproducibility of resultsTitel: Cross-Site Generalization of CCN-Based B1+ Mapping in UHF MRI

Authors:  Kimon Hadjikiriakos, Felix Krüger, Felix Frederik Zimmermann, Johannes A. Grimm, Constantin Schorling, Max Lutz, Simon Schmidt, Layla Tabea Riemann, Katja Degenhardt, Tobias Schäffter, Mark E. Ladd ,Gregory J. Metzger , Christoph Stefan Aigner, Sebastian Schmitter
DOI: 10.5281/zenodo.18338273
title: Hybrid AFI/GRE B1+ Maps and Localizers 7T MRI Head Data for CNN use

description: Data for reproducibility of resultsTitel: Cross-Site Generalization of CCN-Based B1+ Mapping in UHF MRI

Authors:  Kimon Hadjikiriakos, Felix Krüger, Felix Frederik Zimmermann, Johannes A. Grimm, Constantin Schorling, Max Lutz, Simon Schmidt, Layla Tabea Riemann, Katja Degenhardt, Tobias Schäffter, Mark E. Ladd ,Gregory J. Metzger , Christoph Stefan Aigner, Sebastian Schmitter
DOI: 10.15468/dl.854vwv
title: Occurrence Download

description: A dataset containing 58528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lymnaea stagnalis"
 ]
}

 The dataset includes 58528 records from 527 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007465-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs5usj
title: Occurrence Download

description: A dataset containing 17089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti",
 "Country is one of (United States of America, Puerto Rico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17089 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007514-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/pf7-gp9-2r9
title: Eualus occultus (Lebour, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dc9-f3m-897
title: Dactylonia ascidicola (Borradaile, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.64qf7g
title: Occurrence Download

description: A dataset containing 2599840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Switzerland",
 "DatasetKey is Swiss National Databank of Vascular Plants",
 "Issue is The taxon ID was not found in the checklist",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "PublishingOrg is 64ee55c9-570a-42af-b7da-3f13c6b4e5a9",
 "TaxonKey is Plantae",
 "Year 2020-2022"
 ]
}

 The dataset includes 2599840 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007503-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18352279
title: SUN'IY INTELLEKT BILAN O'ZARO MUNOSABATNING PSIXOLOGIK JIHATLARI

description: Mazkur maqolada sun’iy intellekt texnologiyalari bilan inson o‘rtasidagi o‘zaro munosabatlarning psixologik jihatlari ilmiy-nazariy jihatdan tahlil qilinadi. Raqamli transformatsiya sharoitida sun’iy intellekt tizimlarining kundalik hayot, ta’lim, mehnat faoliyati va ijtimoiy muloqot jarayonlariga tobora chuqur kirib borishi inson psixikasiga bevosita va bilvosita ta’sir ko‘rsatmoqda. Tadqiqotda sun’iy intellekt bilan muloqot jarayonida shakllanadigan ishonch, emotsional bog‘liqlik, kognitiv yuklama, qaror qabul qilishdagi psixologik omillar hamda shaxsiy mas’uliyatning qayta taqsimlanishi masalalari yoritiladi. Shuningdek, algoritmik tavsiyalarning inson xulq-atvoriga ta’siri, sun’iy intellektga ortiqcha tayanish natijasida yuzaga kelishi mumkin bo‘lgan psixologik xavflar va moslashuv mexanizmlari tahlil qilinadi. Maqolada inson–sun’iy intellekt munosabatlarida psixologik muvozanatni saqlash, tanqidiy fikrlashni rivojlantirish va ongli foydalanish madaniyatini shakllantirish muhimligi asoslab beriladi. Tadqiqot natijalari psixologiya, pedagogika, axborot texnologiyalari hamda fanlararo tadqiqotlar uchun nazariy va amaliy ahamiyatga ega.
DOI: 10.5281/zenodo.18352280
title: SUN'IY INTELLEKT BILAN O'ZARO MUNOSABATNING PSIXOLOGIK JIHATLARI

description: Mazkur maqolada sun’iy intellekt texnologiyalari bilan inson o‘rtasidagi o‘zaro munosabatlarning psixologik jihatlari ilmiy-nazariy jihatdan tahlil qilinadi. Raqamli transformatsiya sharoitida sun’iy intellekt tizimlarining kundalik hayot, ta’lim, mehnat faoliyati va ijtimoiy muloqot jarayonlariga tobora chuqur kirib borishi inson psixikasiga bevosita va bilvosita ta’sir ko‘rsatmoqda. Tadqiqotda sun’iy intellekt bilan muloqot jarayonida shakllanadigan ishonch, emotsional bog‘liqlik, kognitiv yuklama, qaror qabul qilishdagi psixologik omillar hamda shaxsiy mas’uliyatning qayta taqsimlanishi masalalari yoritiladi. Shuningdek, algoritmik tavsiyalarning inson xulq-atvoriga ta’siri, sun’iy intellektga ortiqcha tayanish natijasida yuzaga kelishi mumkin bo‘lgan psixologik xavflar va moslashuv mexanizmlari tahlil qilinadi. Maqolada inson–sun’iy intellekt munosabatlarida psixologik muvozanatni saqlash, tanqidiy fikrlashni rivojlantirish va ongli foydalanish madaniyatini shakllantirish muhimligi asoslab beriladi. Tadqiqot natijalari psixologiya, pedagogika, axborot texnologiyalari hamda fanlararo tadqiqotlar uchun nazariy va amaliy ahamiyatga ega.
DOI: 10.15468/dl.p433rn
title: Occurrence Download

description: A dataset containing 489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "LifeStage is Adult",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Castor fiber"
 ]
}

 The dataset includes 489 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007518-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up2guk
title: Occurrence Download

description: A dataset containing 3523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphractus sexcinctus",
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 3523 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007516-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3wpr4
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lampichthys procerus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 445 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007519-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w79wsg
title: Occurrence Download

description: A dataset containing 35652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Albuca, Amphisiphon, Autonoe, Autonoe, Barnardia, Bellevalia, Bellevalia, Bellevalia, Bellevalia, Bellevalia, Bessera, Bessera, Bessera, Bessera, Bowiea, Brevoortia, Dandya, Drimia, Elsiea, Endymion, Ethesia, Fessia, Hyacinthella, Hyacinthoides, Lachenalia, Ledebouria, Leopoldia, Leopoldia, Muilla, Ornithogalum, Periboea, Polyxena, Pseudogaltonia, Rhadamanthus, Schizobasis, Themis, Triteleia, Veltheimia, Whiteheadia, Zagrosia, Agave, Agave, Anthericum, Chlorophytum, Chlorophytum, Clara, Diamena, Furcraea, Hastingsia, Hesperoyucca, Hosta, Hosta, Hosta, Hosta, Manfreda, Paradisea, Schoenolirion, Aphyllanthes)",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 35652 records from 549 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007515-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18351841
title: High-quality MAGs from human urine via ultra-deep metagenomic sequencing
DOI: 10.5281/zenodo.18351842
title: High-quality MAGs from human urine via ultra-deep metagenomic sequencing
DOI: 10.3535/7ee-x0x-jjf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pr7-5v3-ea2
title: Processa compacta Crosnier, 1971

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/851-xfs-cjg
title: Eualus occultus (Lebour, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.18352312
title: MAKTABGACHA TA'LIM YOSHIDAGI BOLALARNING O'YIN FAOLIYATLARINI SAHNALASHTIRISHNING AHAMIYATI

description: Mazkur maqolada maktabgacha ta’lim yoshidagi bolalar rivojlanishida o‘yin faoliyati va ayniqsa sahnalashtirish elementlarining pedagogik ahamiyati yoritilgan. Sahnalashtirilgan o‘yinlar orqali bolalarda nutqiy faollik, ijodiy tafakkur, ijtimoiy moslashuv va emotsional rivojlanish shakllanishi tahlil qilinadi. Shuningdek, sahnalashtirish texnologiyalarining uzluksiz ta’lim tizimidagi o‘rni, innovatsion yondashuvlar hamda ta’lim bosqichlari integratsiyasidagi ahamiyati ochib beriladi. Tadqiqot natijalari maktabgacha ta’lim amaliyotida sahnalashtirish metodlaridan samarali foydalanish bo‘yicha metodik tavsiyalar berishga xizmat qiladi.
DOI: 10.5281/zenodo.18352313
title: MAKTABGACHA TA'LIM YOSHIDAGI BOLALARNING O'YIN FAOLIYATLARINI SAHNALASHTIRISHNING AHAMIYATI

description: Mazkur maqolada maktabgacha ta’lim yoshidagi bolalar rivojlanishida o‘yin faoliyati va ayniqsa sahnalashtirish elementlarining pedagogik ahamiyati yoritilgan. Sahnalashtirilgan o‘yinlar orqali bolalarda nutqiy faollik, ijodiy tafakkur, ijtimoiy moslashuv va emotsional rivojlanish shakllanishi tahlil qilinadi. Shuningdek, sahnalashtirish texnologiyalarining uzluksiz ta’lim tizimidagi o‘rni, innovatsion yondashuvlar hamda ta’lim bosqichlari integratsiyasidagi ahamiyati ochib beriladi. Tadqiqot natijalari maktabgacha ta’lim amaliyotida sahnalashtirish metodlaridan samarali foydalanish bo‘yicha metodik tavsiyalar berishga xizmat qiladi.
DOI: 10.15468/dl.em6f2w
title: Occurrence Download

description: A dataset containing 18998 records in GBIF matching the query:
SELECT
 '184' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 4.045127286108716
 AND decimalLatitude &lt;= 8.098015256935714
 AND decimalLongitude &gt;= -80.31730343285486
 AND decimalLongitude &lt;= -74.948542274245
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 18998 records were derived from 725 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007504-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez6f85
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vipera aspis (Linnaeus, 1758), Rana dalmatina Bonaparte, 1840, Coronella austriaca Kristan, 1957, Papilio machaon Schwalbenschwanz)",
 "Year is not null",
 "Year is one of (2023, 2024)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 50.57331501591691",
 "DecimalLatitude is less than or equal to 55.05737499791894",
 "DecimalLongitude is greater than or equal to 5.865999",
 "DecimalLongitude is less than or equal to 11.412317117646339",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009654-250515123054153/datasets/export for details.
DOI: 10.15468/dl.nm29dm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vipera aspis (Linnaeus, 1758), Rana dalmatina Bonaparte, 1840, Coronella austriaca Kristan, 1957, Papilio machaon Schwalbenschwanz)",
 "Year is not null",
 "Year is one of (2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 50.57331501591691",
 "DecimalLatitude is less than or equal to 55.05737499791894",
 "DecimalLongitude is greater than or equal to 5.865999",
 "DecimalLongitude is less than or equal to 11.412317117646339",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009655-250515123054153/datasets/export for details.
DOI: 10.15468/dl.wpaerc
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016130-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56ug8e
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neltuma alba (Griseb.) C.E.Hughes & G.P.Lewis",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 360 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007281-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15548209
title: Persistent-representation-of-a-prior-schema

description: This repository contains the preprocessed data for the manuscript **"Persistent representation of a prior schema in the orbitofrontal cortex facilitates learning of a conflicting schema".

- `All_dataset/`:   - Contains preprocessed session-level data (`all_data_<session_name>.pkl`)  - Also includes UMAP result files integrating across sessions  - Contains 3 hypothesized confusion matrix templates used for model comparisons
DOI: 10.5281/zenodo.15548210
title: Persistent-representation-of-a-prior-schema

description: This repository contains the preprocessed data for the manuscript **"Persistent representation of a prior schema in the orbitofrontal cortex facilitates learning of a conflicting schema".

- `All_dataset/`:   - Contains preprocessed session-level data (`all_data_<session_name>.pkl`)  - Also includes UMAP result files integrating across sessions  - Contains 3 hypothesized confusion matrix templates used for model comparisons
DOI: 10.15468/dl.my5vm6
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen, Occurrence evidence)",
 "Country is Canada",
 "IucnRedListCategory is one of (EW, CR, EN, EX)",
 "StateProvince is one of (Manitoba, Alberta, Ontario, Saksatchewan, QUebec, NEWFOUNDLAND & LABRADOR)",
 "TaxonKey is Aves",
 "Year 2000-2025"
 ]
}

 The dataset includes 667 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033199-251025141854904/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.30104296.v1
title: DAG-info in leading medical journals 2018-2024

description: DAG-info in leading medical journals 2018-2024