cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7v66bv
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.8_1, LBR.10_1, USA.9_1, USA.49_1, USA.47_1, USA.18_1, USA.43_1, USA.34_1, USA.41_1, GEO, USA.1_1, USA.25_1, USA.4_1, USA.37_1, USA.44_1, USA.19_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita westii"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020772-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18650886
title: APPLICATION OF AR/VR TECHNOLOGIES IN INCLUSIVE EDUCATION IN PRESCHOOL EDUCATION

description: This article analyzes the integration of virtual reality (VR) and augmented reality (AR) technologies into the inclusive education system in preschool education and their advantages in the educational process for children with disabilities. VR and AR technologies provide the opportunity to create an interactive and adapted learning environment for children with special educational needs. This article discusses the capabilities of VR and AR technologies, the methodology for their use and their effectiveness.
DOI: 10.5281/zenodo.18650887
title: APPLICATION OF AR/VR TECHNOLOGIES IN INCLUSIVE EDUCATION IN PRESCHOOL EDUCATION

description: This article analyzes the integration of virtual reality (VR) and augmented reality (AR) technologies into the inclusive education system in preschool education and their advantages in the educational process for children with disabilities. VR and AR technologies provide the opportunity to create an interactive and adapted learning environment for children with special educational needs. This article discusses the capabilities of VR and AR technologies, the methodology for their use and their effectiveness.
DOI: 10.15468/dl.n2gbzf
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catopsis subulata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 85 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020773-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nnn8x
title: Occurrence Download

description: A dataset containing 126005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorosoma",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 126005 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020742-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xyjz57bp8c
title: Digital Transformation of Construction Quality Management: Extraction Dataset

description: This repository provides the full extraction dataset and quality appraisal outputs underpinning a PRISMA-guided systematic review of digital and Quality 4.0 technologies in construction quality management. The final dataset synthesises 51 included studies published between 2006 and 2026 and captures how technologies are being applied across the quality hierarchy (Inspection, Control, Assurance, and Management), with particular attention to adoption and governance conditions.
For each included study, the dataset records bibliographic metadata (title, authors, year, and country/region as reported), research method and sample characteristics, and the primary “Application Level” within quality management. It documents the “Topic/technology investigated” and associated enabling infrastructures (e.g., AI/ML and computer vision, IoT/sensing, robotics and UAV-enabled inspection, blockchain-based traceability and e-inspection, BIM/digital twin and cloud/platform monitoring, and text mining/NLP of defect records). In addition, it captures reported benefits and drawbacks, reception/implementation context, referenced frameworks, and all KPI/metric reporting (algorithm-level metrics, process/outcome indicators, and whether tool metrics are linked to at least one process/outcome measure), including any reported accuracy/performance values where available.
To support interpretation, the repository also includes Supplementary Table 2 reporting study quality appraisal using the Mixed Methods Appraisal Tool (MMAT), including Q1–Q5 criterion coding and overall ratings for all 51 studies. The dataset is intended to be reusable for secondary synthesis, benchmarking, and routine-centred evaluation of digital QA/QC workflows. It enables readers to trace where evidence is concentrated (inspection/control), where assurance/management implementations remain thinner, how KPI practices vary in clarity and comparability, and where governance-oriented technologies (e.g., traceability/auditability) are being operationalised.
DOI: 10.17632/xyjz57bp8c.3
title: Digital Transformation of Construction Quality Management: Extraction Dataset

description: This repository provides the full extraction dataset and quality appraisal outputs underpinning a PRISMA-guided systematic review of digital and Quality 4.0 technologies in construction quality management. The final dataset synthesises 51 included studies published between 2006 and 2026 and captures how technologies are being applied across the quality hierarchy (Inspection, Control, Assurance, and Management), with particular attention to adoption and governance conditions.
For each included study, the dataset records bibliographic metadata (title, authors, year, and country/region as reported), research method and sample characteristics, and the primary “Application Level” within quality management. It documents the “Topic/technology investigated” and associated enabling infrastructures (e.g., AI/ML and computer vision, IoT/sensing, robotics and UAV-enabled inspection, blockchain-based traceability and e-inspection, BIM/digital twin and cloud/platform monitoring, and text mining/NLP of defect records). In addition, it captures reported benefits and drawbacks, reception/implementation context, referenced frameworks, and all KPI/metric reporting (algorithm-level metrics, process/outcome indicators, and whether tool metrics are linked to at least one process/outcome measure), including any reported accuracy/performance values where available.
To support interpretation, the repository also includes Supplementary Table 2 reporting study quality appraisal using the Mixed Methods Appraisal Tool (MMAT), including Q1–Q5 criterion coding and overall ratings for all 51 studies. The dataset is intended to be reusable for secondary synthesis, benchmarking, and routine-centred evaluation of digital QA/QC workflows. It enables readers to trace where evidence is concentrated (inspection/control), where assurance/management implementations remain thinner, how KPI practices vary in clarity and comparability, and where governance-oriented technologies (e.g., traceability/auditability) are being operationalised.
DOI: 10.17632/jrkd8xjk54
title: Online Mindfulness-Based Cognitive Therapy as an Adjuvant-Treatment for Patients with Psoriasis: A Randomized Controlled Trial

description: To evaluate online Mindfulness-Based Cognitive Therapy (MBCT) as an adjuvant treatment for psoriasis, focusing on severity of lesion, anxiety, depression, quality of life, and itching.
This randomized trial enrolled 109 psoriasis patients assigned to either treatment as usual (TAU) or TAU plus MBCT, which included eight weekly online sessions. Primary outcomes, included Psoriasis Area and Severity Index (PASI), Self-Rating Anxiety/Depression Scale (SAS/SDS), and Dermatology Life Quality Index (DLQI). Itching was a secondary outcome measured by Visual Analogue Scale (VAS). Assessments were conducted at baseline, 4, 8, and 12 weeks. Treatment effects were analyzed with mixed linear models.
 91 patients completed the full follow-up: 46 in the MBCT+TAU group and 45 in the TAU group. Significant group × time interactions favoring MBCT+TAU were observed for PASI, SDS, DLQI and VAS. No significant between-group difference was found for anxiety.
DOI: 10.17632/jrkd8xjk54.1
title: Online Mindfulness-Based Cognitive Therapy as an Adjuvant-Treatment for Patients with Psoriasis: A Randomized Controlled Trial

description: To evaluate online Mindfulness-Based Cognitive Therapy (MBCT) as an adjuvant treatment for psoriasis, focusing on severity of lesion, anxiety, depression, quality of life, and itching.
This randomized trial enrolled 109 psoriasis patients assigned to either treatment as usual (TAU) or TAU plus MBCT, which included eight weekly online sessions. Primary outcomes, included Psoriasis Area and Severity Index (PASI), Self-Rating Anxiety/Depression Scale (SAS/SDS), and Dermatology Life Quality Index (DLQI). Itching was a secondary outcome measured by Visual Analogue Scale (VAS). Assessments were conducted at baseline, 4, 8, and 12 weeks. Treatment effects were analyzed with mixed linear models.
 91 patients completed the full follow-up: 46 in the MBCT+TAU group and 45 in the TAU group. Significant group × time interactions favoring MBCT+TAU were observed for PASI, SDS, DLQI and VAS. No significant between-group difference was found for anxiety.
DOI: 10.17632/b42wr437hg.1
title: MentalDistress: A multi-class social media text dataset for mental health–related emotion detection

description: MentalDistress is a human preference dataset developed for evaluating personalized alignment in Natural Language Processing(NLP). This dataset is developed to support mental health text classification research in the Bangla language. It consists of manually curated and annotated English text samples categorized into five psychological states. The dataset is designed to facilitate supervised learning approaches for detecting emotional distress and high-risk mental health indicators from textual data.

The corpus contains a total of 10,098 annotated text samples, distributed across five classes representing different mental health conditions.

# Class Distribution
The dataset includes the following categories:
- Suicidal: 2,170 samples
- Depressed: 2,050 samples
- Anxious: 2,038 samples
- Frustrated: 2,062 samples
- Others: 1,778 samples
The class distribution is relatively balanced, making the dataset suitable for multi-class classification experiments without severe class imbalance issues.

# Data Collection and Annotation
The text samples were collected from publicly available sources and manually reviewed. Each instance was carefully annotated according to predefined psychological category guidelines to ensure labeling consistency. Quality control measures were applied to maintain annotation reliability.
# Key Features
- Five-class mental health categorization
- Manually annotated dataset
- Fairly balanced class distribution
- Suitable for classical ML and deep learning models
- Supports low-resource Bangla NLP research

# Potential Use Cases
- Mental health text classification
- Early detection of psychological distress
- Bangla NLP research
- Transformer-based model benchmarking
- AI-assisted mental health screening research

# File Format
The dataset is provided in CSV format with the following columns:
- Text: English textual content
- Label: Class name (Anxious, Depressed, Frustrated, Others, Suicidal)
DOI: 10.5281/zenodo.18650914
title: quercus_pungens_spades_02.fasta.gz
DOI: 10.5281/zenodo.18650913
title: quercus_pungens_spades_02.fasta.gz
DOI: 10.15468/dl.zr588u
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guzmania acorifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 15 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020774-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73vj6r
title: Occurrence Download

description: A dataset containing 2499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Scirtidae"
 ]
}

 The dataset includes 2499 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020775-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18650902
title: LINGUISTIC AND LINGUACULTURAL ASPECTS OF CHILDREN'S ANECDOTES IN UZBEK AND ENGLISH LANGUAGES

description: This article presents a comparative analysis of the linguistic and linguacultural aspects of children’s anecdotes in the Uzbek and English languages. Children’s anecdotes, as a distinct genre of oral discourse, reflect children’s cognitive processes, communicative strategies, and the transmission of cultural values through language. The main aim of the study is to identify both universal and culture-specific features found in children’s anecdotes across different linguistic and cultural contexts.

The research adopts a qualitative approach and is based on a corpus of children’s anecdotal texts in Uzbek and English. The analysis employs lexical, syntactic, stylistic, pragmatic, and linguacultural frameworks. Lexical analysis focuses on everyday vocabulary and humor-generating mechanisms, while syntactic analysis examines sentence structure and dialogic patterns. Stylistic and pragmatic approaches are applied to identify expressive means and communicative intentions, and linguacultural analysis reveals the reflection of national mentality and social values in humorous discourse.

The results demonstrate that children’s anecdotes in both languages share universal characteristics such as simplicity, cognitive accessibility, and humor based on logical incongruity. At the same time, significant linguacultural differences are observed. English children’s anecdotes tend to rely on wordplay, irony, and individualistic expression, whereas Uzbek anecdotes are more often based on situational humor, literal interpretation, and culturally familiar contexts that emphasize collective and moral values.

The study highlights the close interaction between language and culture in children’s discourse and contributes to the fields of comparative linguistics, folklore studies, and intercultural communication.
DOI: 10.5281/zenodo.18650901
title: LINGUISTIC AND LINGUACULTURAL ASPECTS OF CHILDREN'S ANECDOTES IN UZBEK AND ENGLISH LANGUAGES

description: This article presents a comparative analysis of the linguistic and linguacultural aspects of children’s anecdotes in the Uzbek and English languages. Children’s anecdotes, as a distinct genre of oral discourse, reflect children’s cognitive processes, communicative strategies, and the transmission of cultural values through language. The main aim of the study is to identify both universal and culture-specific features found in children’s anecdotes across different linguistic and cultural contexts.

The research adopts a qualitative approach and is based on a corpus of children’s anecdotal texts in Uzbek and English. The analysis employs lexical, syntactic, stylistic, pragmatic, and linguacultural frameworks. Lexical analysis focuses on everyday vocabulary and humor-generating mechanisms, while syntactic analysis examines sentence structure and dialogic patterns. Stylistic and pragmatic approaches are applied to identify expressive means and communicative intentions, and linguacultural analysis reveals the reflection of national mentality and social values in humorous discourse.

The results demonstrate that children’s anecdotes in both languages share universal characteristics such as simplicity, cognitive accessibility, and humor based on logical incongruity. At the same time, significant linguacultural differences are observed. English children’s anecdotes tend to rely on wordplay, irony, and individualistic expression, whereas Uzbek anecdotes are more often based on situational humor, literal interpretation, and culturally familiar contexts that emphasize collective and moral values.

The study highlights the close interaction between language and culture in children’s discourse and contributes to the fields of comparative linguistics, folklore studies, and intercultural communication.
DOI: 10.5281/zenodo.18650545
title: Dataset of Cryptographically Secured IoT Sensor Data for Controlled Environments Using SUI Blockchain

description: This project presents a secure controlled-environment monitoring system that integrates IoT sensors, hardware-based cryptographic signing, and blockchain technology to ensure trustworthy environmental data collection. Temperature, humidity, and soil moisture readings are captured using low-power sensors connected to a Raspberry Pi. Each sensor reading is cryptographically signed using a Tropic Square secure element before being submitted to the Sui blockchain, providing data authenticity, integrity, and tamper resistance. The system is designed for periodic data collection and secure transmission and was validated through deployment in a greenhouse environment as well as extended testing in a controlled indoor setting. This makes the proposed approach suitable for smart agriculture and other controlled-environment applications where reliable and verifiable environmental data is critical.

In the csv file we collected all relevant data, signatures and blockchain costs along 12 days (from January 12th, 2026 to January 29th, 2026). The system was deployed in  Greenhouse and controlled environment at University of Salamanca facilities. There are 71 blockchain transactions (one each 4 hours).
DOI: 10.5281/zenodo.18650544
title: Dataset of Cryptographically Secured IoT Sensor Data for Controlled Environments Using SUI Blockchain

description: This project presents a secure controlled-environment monitoring system that integrates IoT sensors, hardware-based cryptographic signing, and blockchain technology to ensure trustworthy environmental data collection. Temperature, humidity, and soil moisture readings are captured using low-power sensors connected to a Raspberry Pi. Each sensor reading is cryptographically signed using a Tropic Square secure element before being submitted to the Sui blockchain, providing data authenticity, integrity, and tamper resistance. The system is designed for periodic data collection and secure transmission and was validated through deployment in a greenhouse environment as well as extended testing in a controlled indoor setting. This makes the proposed approach suitable for smart agriculture and other controlled-environment applications where reliable and verifiable environmental data is critical.

In the csv file we collected all relevant data, signatures and blockchain costs along 12 days (from January 12th, 2026 to January 29th, 2026). The system was deployed in  Greenhouse and controlled environment at University of Salamanca facilities. There are 71 blockchain transactions (one each 4 hours).
DOI: 10.15468/dl.mvhbas
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guzmania butcheri",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020777-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/i1uxpb
title: Corpus_Complet_Presse_Circuits_Courts.xlsx

description: Articles traitant des magasins de producteurs entre 1994 et 2024 - Région Occitanie
DOI: 10.57745/mhvsgn
title: Corpus_Complet_Presse_Circuits_Courts.tab

description: Articles traitant des magasins de producteurs entre 1994 et 2024 - Région Occitanie
DOI: 10.57745/tk02s2
title: Echantillon_Articles_Annotation_corrigée_et_étendue.json

description: Les annotations manuelles consolidées
DOI: 10.57745/gukmxy
title: Annotation_automatique_circuits_courts.json

description: Les annotations automatiques de 6960 articles au format JSON
DOI: 10.57745/i8xr5i
title: Annotation_automatique_circuits_courts.json

description: Les annotations automatiques de 6 508 articles au format JSON
DOI: 10.57745/vyvvhb
title: Echantillon_Articles_Annotation_corrigée_et_étendue.json

description: Les annotations manuelles consolidées
DOI: 10.5281/zenodo.18650878
title: 2020–2025 YILLARDA TURKIYANING NATO DOIRASIDAGI STRATEGIK AVTONOMIYASI: YANGI BOSQICH VA ISTIQBOLLAR

description: Mazkur tezisda 2020–2025 yillar davomida Turkiyaning NATO doirasidagi strategik avtonomiyasi yangi va sifat jihatidan murakkab bosqichga ko‘tarilgan siyosiy jarayon sifatida kompleks tahlil qilinadi. Tadqiqot Turkiyaning alyans doirasida milliy manfaatlarga asoslangan mustaqil qaror qabul qilish salohiyati, harbiy-siyosiy moslashuvchanligi hamda mintaqaviy va global xavfsizlik muhitidagi o‘zgaruvchan sharoitlarga mos ravishda olib borilayotgan tashqi siyosat evolyutsiyasini yoritishga qaratilgan. Strategik avtonomiya ushbu davrda Turkiya uchun alyans majburiyatlarini inkor etmagan holda, milliy xavfsizlik ustuvorliklarini ilgari surishning muhim vositasi sifatida namoyon bo‘lmoqda.

Tezis doirasida Rossiya–Ukraina urushi sharoitida Turkiyaning Qora dengiz mintaqasidagi muvozanat siyosati, Montre konvensiyasiga amal qilishi hamda vositachilik diplomatiyasi Anqaraning NATO ichida mustaqil, biroq mas’uliyatli aktor sifatidagi o‘rni nuqtayi nazaridan tahlil etiladi. Shuningdek, harbiy sanoatning milliylashtirilishi, mudofaa texnologiyalarining rivoji va tashqi harbiy-texnik bog‘liqlikning qisqarishi Turkiyaning strategik avtonomiyasining institutsional va moddiy-texnik asoslari sifatida baholanadi [3, 158-162]. AQSh va Yevropa Ittifoqi bilan munosabatlar kontekstida esa Turkiyaning strategik avtonomiyasi alyans ichidagi siyosiy muvozanatlar va kollektiv xavfsizlik tizimi istiqbollari bilan bog‘liq holda tahlil qilinadi. Tadqiqot natijalari Turkiyaning NATO doirasidagi strategik avtonomiyasi alyansning moslashuvchanligini oshiruvchi omil sifatida namoyon bo‘layotganini ilmiy asosda ko‘rsatishga xizmat qiladi.