cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18527041
title: PSIXOLOGIK TRENINGNING ZAMONAVIY TA'LIM TIZIMIDAGI O'RNI VA AHAMIYATI

description: Mazkur ilmiy maqolada psixologik treninglarning zamonaviy ta’lim tizimidagi o‘rni, vazifalari va pedagogik-psixologik ahamiyati tahlil qilinadi. Ta’lim jarayonida shaxsning ijtimoiy-psixologik kompetensiyalarini rivojlantirish, kommunikativ ko‘nikmalarni shakllantirish, emotsional barqarorlik va refleksiv tafakkurni rivojlantirishda psixologik treninglarning samaradorligi ilmiy asoslangan holda yoritib beriladi. Maqolada psixologik trening tushunchasining nazariy talqinlari, uning ta’lim amaliyotiga integratsiyalashuv jarayoni, shuningdek, trening texnologiyalarining talaba va o‘quvchilarning shaxsiy hamda kasbiy rivojlanishiga ta’siri zamonaviy ilmiy yondashuvlar asosida ochib berilgan. Tadqiqot jarayonida tahlil, umumlashtirish va taqqoslash metodlaridan foydalanilgan. Olingan xulosalar psixologik treninglardan ta’lim muassasalarida maqsadli va tizimli foydalanish zarurligini asoslab beradi hamda ularning ta’lim sifatini oshirishdagi imkoniyatlarini ko‘rsatib beradi.
DOI: 10.15468/dl.tsyr3u
title: Occurrence Download

description: A dataset containing 437770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Siluriformes"
 ]
}

 The dataset includes 437770 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001462-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9werem
title: Occurrence Download

description: A dataset containing 733 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 Tillandsia capillaris"
 ]
}

 The dataset includes 733 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001472-260208012135463/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.31289743
title: Pre-Registered Observational Pilot Study

description: This item is a preregistered observational pilot protocol associated with the Self-Align Vector Awareness (SAVA) framework. The document specifies, in advance of data collection, the research question, inclusion and exclusion criteria, operational definitions, outcome classifications, and falsification conditions used to examine whether aligned action under operational tension and stable aim is associated with sustained Psychological Cost Reduction (PCR) across repeated comparable contexts.The protocol is explicitly non-confirmatory and pre-empirical. Its purpose is to test discriminative validity rather than establish effectiveness or causation. All outcome categories (true alignment, false alignment, coerced-action fragmentation, null-stabilisation, and no transformation) are defined prior to participant recruitment, and results are intended to be reported in full without selective interpretation.The design emphasises ethical containment: participation does not require action escalation, and non-action under compromised agency or insufficient containment is classified as a valid outcome. The pilot focuses on minimal, repeatable behavioural actions within ordinary-life contexts and tracks resistance-cost trajectories, avoidance latency, coherence/fatigue stability, and cross-domain spillover over a 14–28 day observation window.This preregistration functions as part of the broader SAVA research programme and should be read alongside the companion operational notes detailing the measurement of Tension (T), Aim (A), and Psychological Cost Reduction (PCR). Publication of this protocol is intended to increase transparency, falsifiability, and methodological clarity prior to any data collection or analysis.
DOI: 10.6084/m9.figshare.31289743.v1
title: Pre-Registered Observational Pilot Study

description: This item is a preregistered observational pilot protocol associated with the Self-Align Vector Awareness (SAVA) framework. The document specifies, in advance of data collection, the research question, inclusion and exclusion criteria, operational definitions, outcome classifications, and falsification conditions used to examine whether aligned action under operational tension and stable aim is associated with sustained Psychological Cost Reduction (PCR) across repeated comparable contexts.The protocol is explicitly non-confirmatory and pre-empirical. Its purpose is to test discriminative validity rather than establish effectiveness or causation. All outcome categories (true alignment, false alignment, coerced-action fragmentation, null-stabilisation, and no transformation) are defined prior to participant recruitment, and results are intended to be reported in full without selective interpretation.The design emphasises ethical containment: participation does not require action escalation, and non-action under compromised agency or insufficient containment is classified as a valid outcome. The pilot focuses on minimal, repeatable behavioural actions within ordinary-life contexts and tracks resistance-cost trajectories, avoidance latency, coherence/fatigue stability, and cross-domain spillover over a 14–28 day observation window.This preregistration functions as part of the broader SAVA research programme and should be read alongside the companion operational notes detailing the measurement of Tension (T), Aim (A), and Psychological Cost Reduction (PCR). Publication of this protocol is intended to increase transparency, falsifiability, and methodological clarity prior to any data collection or analysis.
DOI: 10.5281/zenodo.18527059
title: PSIXOLOGIK TRENINGLARNING RIVOJLANISH TARIXI VA HOZIRGI TENDENSIYALAR

description: Mazkur ilmiy maqolada psixologik treninglarning vujudga kelish tarixi, rivojlanish bosqichlari hamda ularning zamonaviy psixologiya va ta’lim tizimidagi hozirgi tendensiyalari ilmiy-nazariy jihatdan tahlil qilinadi. Psixologik treninglarning dastlabki shakllari, guruhiy dinamika va gumanistik psixologiya doirasida shakllanishi, shuningdek, ularning pedagogik va amaliy psixologiyaga integratsiyalashuvi bosqichma-bosqich yoritib beriladi. Maqolada zamonaviy sharoitda psixologik treninglarning kompetensiyaviy yondashuv, shaxsga yo‘naltirilgan ta’lim va raqamli texnologiyalar bilan uyg‘unlashuvi alohida ta’kidlanadi. Tadqiqot jarayonida tarixiy-tahliliy, mantiqiy umumlashtirish va taqqoslash metodlaridan foydalanilgan. Olingan ilmiy xulosalar psixologik treninglarning bugungi kundagi rivojlanish yo‘nalishlarini aniqlash va ularni ta’lim hamda amaliy psixologiya sohalarida samarali qo‘llash imkoniyatlarini asoslab beradi.
DOI: 10.5281/zenodo.18527060
title: PSIXOLOGIK TRENINGLARNING RIVOJLANISH TARIXI VA HOZIRGI TENDENSIYALAR

description: Mazkur ilmiy maqolada psixologik treninglarning vujudga kelish tarixi, rivojlanish bosqichlari hamda ularning zamonaviy psixologiya va ta’lim tizimidagi hozirgi tendensiyalari ilmiy-nazariy jihatdan tahlil qilinadi. Psixologik treninglarning dastlabki shakllari, guruhiy dinamika va gumanistik psixologiya doirasida shakllanishi, shuningdek, ularning pedagogik va amaliy psixologiyaga integratsiyalashuvi bosqichma-bosqich yoritib beriladi. Maqolada zamonaviy sharoitda psixologik treninglarning kompetensiyaviy yondashuv, shaxsga yo‘naltirilgan ta’lim va raqamli texnologiyalar bilan uyg‘unlashuvi alohida ta’kidlanadi. Tadqiqot jarayonida tarixiy-tahliliy, mantiqiy umumlashtirish va taqqoslash metodlaridan foydalanilgan. Olingan ilmiy xulosalar psixologik treninglarning bugungi kundagi rivojlanish yo‘nalishlarini aniqlash va ularni ta’lim hamda amaliy psixologiya sohalarida samarali qo‘llash imkoniyatlarini asoslab beradi.
DOI: 10.5281/zenodo.18526922
title: Raw data from questionnaire (Responses)
DOI: 10.5281/zenodo.18526921
title: Raw data from questionnaire (Responses)
DOI: 10.5281/zenodo.18527058
title: AN INNOVATIVE APPROACH TO THE AUTOMATIC CONSTRUCTION OF ISLAMIC GEOMETRIC PATTERNS USING COMPUTER GRAPHICS AND GENERATIVE MODELS

description:  This paper presents a multimodal intelligent system that integrates Speech-to-Text (STT) technology into the automatic generation of Islamic geometric patterns. The proposed framework transforms user voice commands into structured parametric representations and synthesizes visual patterns through generative algorithms. The approach is based on the integration of computer graphics and artificial intelligence models, enabling a more intuitive and efficient human–computer interaction.

The software implementation is developed in Python using open-source STT and graphics libraries. Experimental evaluation reports an average speech recognition accuracy of WER = 7.8%, while pattern generation latency ranges between 120–250 ms under GPU acceleration. The results confirm that the system maintains high visual consistency and design diversity while achieving real-time performance.
DOI: 10.5281/zenodo.18527057
title: AN INNOVATIVE APPROACH TO THE AUTOMATIC CONSTRUCTION OF ISLAMIC GEOMETRIC PATTERNS USING COMPUTER GRAPHICS AND GENERATIVE MODELS

description:  This paper presents a multimodal intelligent system that integrates Speech-to-Text (STT) technology into the automatic generation of Islamic geometric patterns. The proposed framework transforms user voice commands into structured parametric representations and synthesizes visual patterns through generative algorithms. The approach is based on the integration of computer graphics and artificial intelligence models, enabling a more intuitive and efficient human–computer interaction.

The software implementation is developed in Python using open-source STT and graphics libraries. Experimental evaluation reports an average speech recognition accuracy of WER = 7.8%, while pattern generation latency ranges between 120–250 ms under GPU acceleration. The results confirm that the system maintains high visual consistency and design diversity while achieving real-time performance.
DOI: 10.5281/zenodo.18526871
title: The Effect of Web-Based Diabetes Education Developed for Children with Type 1 Diabetes and Their Families

description: This dataset contains the anonymized results of the study evaluating a web-based diabetes education program for children with T1D and their mothers. It includes pre-test, post-test, and 3-month follow-up scores for knowledge and self-management, along with metabolic outcomes.
DOI: 10.5281/zenodo.18526870
title: The Effect of Web-Based Diabetes Education Developed for Children with Type 1 Diabetes and Their Families

description: This dataset contains the anonymized results of the study evaluating a web-based diabetes education program for children with T1D and their mothers. It includes pre-test, post-test, and 3-month follow-up scores for knowledge and self-management, along with metabolic outcomes.
DOI: 10.5281/zenodo.18527027
title: PerSeqPIPE v1.0.0 publication data

description: Results of re-analysis of Gregorova et al. 2024 (GSE262424) by PerSeqPIPE pipeline v1.0.0. Includes all data (statistics, counts, qc files etc.) except FASTQ files and BAM files (due to size). These can however be provided upon request, please write to karolina.trachtova@ceitec.muni.cz.
DOI: 10.15468/dl.pkzxm6
title: Occurrence Download

description: A dataset containing 5 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 Tillandsia diguetii"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001473-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18527071
title: PSIXOLOGIK TRENINGLARNING MAQSAD VA VAZIFALARINING ILMIY TAHLILI

description: Mazkur ilmiy maqolada psixologik treninglarning maqsad va vazifalari ilmiy-nazariy jihatdan tahlil qilinadi. Psixologik treninglarning shaxs rivoji, ijtimoiy moslashuv va kasbiy kompetensiyalarni shakllantirishdagi o‘rni zamonaviy psixologik yondashuvlar asosida yoritib beriladi. Maqolada treninglarning asosiy maqsadlari shaxsning ichki salohiyatini faollashtirish, o‘zini anglash jarayonlarini rivojlantirish va ijtimoiy-psixologik ko‘nikmalarni shakllantirish bilan bog‘liq holda tahlil qilinadi. Shuningdek, psixologik treninglarning vazifalari kognitiv, emotsional va xulq-atvoriy komponentlar kesimida ilmiy asoslangan holda ochib berilgan. Tadqiqot jarayonida nazariy tahlil, umumlashtirish va mantiqiy taqqoslash metodlaridan foydalanilgan. Olingan ilmiy xulosalar psixologik treninglarni ta’lim va amaliy psixologiya tizimida maqsadli hamda samarali tashkil etish uchun metodologik asos bo‘lib xizmat qiladi.
DOI: 10.5281/zenodo.18527070
title: PSIXOLOGIK TRENINGLARNING MAQSAD VA VAZIFALARINING ILMIY TAHLILI

description: Mazkur ilmiy maqolada psixologik treninglarning maqsad va vazifalari ilmiy-nazariy jihatdan tahlil qilinadi. Psixologik treninglarning shaxs rivoji, ijtimoiy moslashuv va kasbiy kompetensiyalarni shakllantirishdagi o‘rni zamonaviy psixologik yondashuvlar asosida yoritib beriladi. Maqolada treninglarning asosiy maqsadlari shaxsning ichki salohiyatini faollashtirish, o‘zini anglash jarayonlarini rivojlantirish va ijtimoiy-psixologik ko‘nikmalarni shakllantirish bilan bog‘liq holda tahlil qilinadi. Shuningdek, psixologik treninglarning vazifalari kognitiv, emotsional va xulq-atvoriy komponentlar kesimida ilmiy asoslangan holda ochib berilgan. Tadqiqot jarayonida nazariy tahlil, umumlashtirish va mantiqiy taqqoslash metodlaridan foydalanilgan. Olingan ilmiy xulosalar psixologik treninglarni ta’lim va amaliy psixologiya tizimida maqsadli hamda samarali tashkil etish uchun metodologik asos bo‘lib xizmat qiladi.
DOI: 10.15468/dl.nzp6g5
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bruinsmia polysperma"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001474-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2eudd
title: Occurrence Download

description: A dataset containing 90 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude 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 "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 28.773895969281842
 AND decimallatitude &lt;= 33.06103686093294
 AND decimallongitude &gt;= 10.826001776192014
 AND decimallongitude &lt;= 16.698349630102356
 AND GBIF_Within('POLYGON ((16.698350 28.773896, 16.698350 33.061037, 10.826002 33.061037, 10.826002 28.773896, 16.698350 28.773896))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 90 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001470-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trtt6z
title: Occurrence Download

description: A dataset containing 617 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 Tillandsia duratii"
 ]
}

 The dataset includes 617 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001475-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18527078
title: PSIXOLOGIK TRENINGLARDA ETIK ME'YORLARGA RIOYA QILISH MUAMMOLARI

description: Mazkur maqolada psixologik trening jarayonida etik me’yorlarga rioya qilish muammolari ilmiy-nazariy va amaliy jihatdan tahlil qilinadi. Trening jarayonida ishtirokchilarning psixologik xavfsizligini ta’minlash, shaxsiy chegaralarni hurmat qilish, maxfiylik tamoyiliga amal qilish hamda psixolog-trenerning kasbiy va axloqiy mas’uliyati masalalari asosiy tadqiqot obyekti sifatida ko‘rib chiqiladi. Tadqiqotda psixologik treninglarda yuzaga kelishi mumkin bo‘lgan etik buzilishlar, ularning sabablari va oqibatlari tahlil qilinib, ushbu muammolarning trening samaradorligiga salbiy ta’siri ilmiy asosda yoritiladi. Shuningdek, xalqaro va milliy psixologik etika kodekslari talablari asosida trening faoliyatida etik me’yorlarga rioya etishning muhimligi ochib beriladi. Maqola natijalari amaliy psixologiya, ta’lim va trening sohasida faoliyat yurituvchi mutaxassislar uchun metodik va amaliy ahamiyatga ega.
DOI: 10.5281/zenodo.18527077
title: PSIXOLOGIK TRENINGLARDA ETIK ME'YORLARGA RIOYA QILISH MUAMMOLARI

description: Mazkur maqolada psixologik trening jarayonida etik me’yorlarga rioya qilish muammolari ilmiy-nazariy va amaliy jihatdan tahlil qilinadi. Trening jarayonida ishtirokchilarning psixologik xavfsizligini ta’minlash, shaxsiy chegaralarni hurmat qilish, maxfiylik tamoyiliga amal qilish hamda psixolog-trenerning kasbiy va axloqiy mas’uliyati masalalari asosiy tadqiqot obyekti sifatida ko‘rib chiqiladi. Tadqiqotda psixologik treninglarda yuzaga kelishi mumkin bo‘lgan etik buzilishlar, ularning sabablari va oqibatlari tahlil qilinib, ushbu muammolarning trening samaradorligiga salbiy ta’siri ilmiy asosda yoritiladi. Shuningdek, xalqaro va milliy psixologik etika kodekslari talablari asosida trening faoliyatida etik me’yorlarga rioya etishning muhimligi ochib beriladi. Maqola natijalari amaliy psixologiya, ta’lim va trening sohasida faoliyat yurituvchi mutaxassislar uchun metodik va amaliy ahamiyatga ega.
DOI: 10.15468/dl.nkejah
title: Occurrence Download

description: A dataset containing 1967 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données Ligue de protection des oiseaux de Touraine - LPO Touraine - Données oiseaux 2019"
 ]
}

 The dataset includes 1967 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001477-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18484339
title: Data supplement to "In-stream wetland suitability mapping using Analytic Hierarchy Process and machine learning"

description: This dataset provides the supplementary output products supporting the results and figures reported in Guamán-Pintado et al., “In-stream wetland suitability mapping using Analytic Hierarchy Process and machine learning.”

The repository contains raster-based in-stream wetland suitability maps generated using two complementary approaches: an expert-based Analytic Hierarchy Process (AHP) and a Random Forest (RF) machine learning model. The outputs represent the final spatial predictions used to analyse and compare methodological performance.

Suitability maps are provided for combinations of:





modelling approach (AHP and RF),




data origin (local and global datasets), and




spatial resolution (10 m and 50 m).



All raster files are delivered in GeoTIFF format and represent continuous suitability scores, where higher values indicate higher feasibility for in-stream wetland creation or restoration.

This dataset includes only the final model outputs used to produce the results and figures reported in the article. The model implementation and training code are available at https://doi.org/10.5281/zenodo.18403086. Full methodological details, predictor variables, and validation procedures are described in the associated publication.

This dataset is intended to support reproducibility, transparency, and reuse in research related to wetland restoration planning, suitability mapping, and spatial environmental modelling.
DOI: 10.5281/zenodo.18484341
title: Data supplement to "In-stream wetland suitability mapping using Analytic Hierarchy Process and machine learning"

description: This dataset provides the supplementary output products supporting the results and figures reported in Guamán-Pintado et al., “In-stream wetland suitability mapping using Analytic Hierarchy Process and machine learning.”

The repository contains raster-based in-stream wetland suitability maps generated using two complementary approaches: an expert-based Analytic Hierarchy Process (AHP) and a Random Forest (RF) machine learning model. The outputs represent the final spatial predictions used to analyse and compare methodological performance.

Suitability maps are provided for combinations of:





modelling approach (AHP and RF),




data origin (local and global datasets), and




spatial resolution (10 m and 50 m).



All raster files are delivered in GeoTIFF format and represent continuous suitability scores, where higher values indicate higher feasibility for in-stream wetland creation or restoration.

This dataset includes only the final model outputs used to produce the results and figures reported in the article. The model implementation and training code are available at https://doi.org/10.5281/zenodo.18403086. Full methodological details, predictor variables, and validation procedures are described in the associated publication.

This dataset is intended to support reproducibility, transparency, and reuse in research related to wetland restoration planning, suitability mapping, and spatial environmental modelling.
DOI: 10.15468/dl.b248b2
title: Occurrence Download

description: A dataset containing 11887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "GadmGid is one of (UKR.7_1, UKR.22_1)",
 "IucnRedListCategory is one of (LC, DD, NE, NT, VU, EN, CR, EW, EX)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1995-2026"
 ]
}

 The dataset includes 11887 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001476-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uctqef
title: Occurrence Download

description: A dataset containing 4065 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 Tillandsia elongata"
 ]
}

 The dataset includes 4065 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001479-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.