cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/zbs38hxpnr.1
title: Distinct Immuno-Redox Profiles Associated with Heroin and Heroin–Methamphetamine Co-Use: A Pilot Study in Sri Lanka

description: This dataset contains anonymized clinical, biochemical, immunological, and sociodemographic data collected for a comparative cross-sectional study conducted among heroin addicts, heroin–methamphetamine co-users, and non-drug-using control participants in Sri Lanka. The dataset includes questionnaire-based variables covering demographic characteristics, substance use history, treatment history, social support indicators, and DAST-10 scores. Biochemical and immunological measurements include serum interleukin-4 (IL-4) and interleukin-6 (IL-6) levels, nitric oxide metabolites (NOx) as indicators of oxidative stress, and total antioxidant capacity assessed using the ABTS radical scavenging assay. All personal identifiers were removed prior to data deposition to ensure participant confidentiality. The dataset supports the statistical and machine learning analyses reported in the associated research article and may be reused for academic and non-commercial research related to substance abuse, inflammation, oxidative stress, and public health.
DOI: 10.17632/h39d9yrb56
title: Contaduría Creativa (2025): Art, Biotechnology, and Creative Education Dataset

description: This dataset documents Contaduría Creativa (2025), an interdisciplinary educational and artistic initiative developed by undergraduate students from the Public Accounting program at Unidades Tecnológicas de Santander (UTS), Colombia, within the framework of an interinstitutional alliance with the Bacteriology and Clinical Laboratory Program of Universidad de Santander (UDES) and Fundación Eureka Soluciones. This collaboration enabled effective biotechnology knowledge transfer, specialized academic support, and responsible application of scientific approaches to the creative process.

Contaduría Creativa was conceived as an educational innovation experience aimed at integrating art and science as a pedagogical strategy to foster interdisciplinary learning, creativity, and social appropriation of scientific knowledge within accounting education. Through guided training, students explored fundamental biotechnology concepts and applied them to create artistic works.

A central component of the exhibition was agar-based bioart, designed to represent emblematic urban spaces and the local biodiversity of Bucaramanga, Colombia. Through this category, students produced artistic representations of public parks, strategic urban locations, and biodiversity associated with each area, using agar as an expressive medium and living biological processes as tools for creativity. Complementary artistic categories included plastic art, photography, artificial intelligence applied to photography, sculptures, and drawings, resulting in a total of 87 documented artworks.

The dataset compiles a complete documentary record of the event, including high-resolution images of the artworks, photographic and audiovisual documentation of the exhibition process, structured curatorial catalogues, and digital exhibition materials. The dataset organization ensures traceability between artworks, descriptive metadata, and visual records using structured catalogue files.

All dataset contents, including artwork titles, descriptions, catalogues, digital exhibition materials, and event documentation, are provided in both Spanish and English, facilitating accessibility and reuse in national and international academic contexts. The dataset aligns with open science and FAIR principles and is intended to support research in educational innovation, interdisciplinary and STEAM-based learning, and teaching, outreach, and science communication initiatives.

Ethical considerations were addressed through informed consent procedures, authorship recognition, and anonymization when required, ensuring compliance with academic ethical standards and personal data protection.

This dataset serves as an open resource for researchers, educators, and practitioners interested in art–science integration, biotechnology education, creative pedagogy, and documentation of interdisciplinary educational experiences in higher education.
DOI: 10.17632/h39d9yrb56.1
title: Contaduría Creativa (2025): Art, Biotechnology, and Creative Education Dataset

description: This dataset documents Contaduría Creativa (2025), an interdisciplinary educational and artistic initiative developed by undergraduate students from the Public Accounting program at Unidades Tecnológicas de Santander (UTS), Colombia, within the framework of an interinstitutional alliance with the Bacteriology and Clinical Laboratory Program of Universidad de Santander (UDES) and Fundación Eureka Soluciones. This collaboration enabled effective biotechnology knowledge transfer, specialized academic support, and responsible application of scientific approaches to the creative process.

Contaduría Creativa was conceived as an educational innovation experience aimed at integrating art and science as a pedagogical strategy to foster interdisciplinary learning, creativity, and social appropriation of scientific knowledge within accounting education. Through guided training, students explored fundamental biotechnology concepts and applied them to create artistic works.

A central component of the exhibition was agar-based bioart, designed to represent emblematic urban spaces and the local biodiversity of Bucaramanga, Colombia. Through this category, students produced artistic representations of public parks, strategic urban locations, and biodiversity associated with each area, using agar as an expressive medium and living biological processes as tools for creativity. Complementary artistic categories included plastic art, photography, artificial intelligence applied to photography, sculptures, and drawings, resulting in a total of 87 documented artworks.

The dataset compiles a complete documentary record of the event, including high-resolution images of the artworks, photographic and audiovisual documentation of the exhibition process, structured curatorial catalogues, and digital exhibition materials. The dataset organization ensures traceability between artworks, descriptive metadata, and visual records using structured catalogue files.

All dataset contents, including artwork titles, descriptions, catalogues, digital exhibition materials, and event documentation, are provided in both Spanish and English, facilitating accessibility and reuse in national and international academic contexts. The dataset aligns with open science and FAIR principles and is intended to support research in educational innovation, interdisciplinary and STEAM-based learning, and teaching, outreach, and science communication initiatives.

Ethical considerations were addressed through informed consent procedures, authorship recognition, and anonymization when required, ensuring compliance with academic ethical standards and personal data protection.

This dataset serves as an open resource for researchers, educators, and practitioners interested in art–science integration, biotechnology education, creative pedagogy, and documentation of interdisciplinary educational experiences in higher education.
DOI: 10.17632/wg2yyjpk77
title: Lived Body Designs

description: Design shapes our lives, and emerging technologies present new opportunities for enhancement. Design enhancements can enhance daily life by increasing efficiency and enjoyment. We must assess the impact of these advances on our environments and engagements with the world as we incorporate them.
DOI: 10.17632/wg2yyjpk77.1
title: Lived Body Designs

description: Design shapes our lives, and emerging technologies present new opportunities for enhancement. Design enhancements can enhance daily life by increasing efficiency and enjoyment. We must assess the impact of these advances on our environments and engagements with the world as we incorporate them.
DOI: 10.17632/7yn5kc59mn
title: Discussion for Macron's speech and his expression facial

description: The following is a discussion and analysis of President Macron's speech and facial expressions in a video regarding the situation in Gaza. The video analysed was recorded before the New York Declaration in July 2025. This is because France still only supports Palestine diplomatically, not fully.

For the analysis, I use Brown and Levinson (1987) as a politeness theory for Macron's speech. For his expressions, I use Turchet (2009). Basically, this data analyzes the pragmatics and semiotics.
DOI: 10.17632/7yn5kc59mn.3
title: Discussion for Macron's speech and his expression facial

description: The following is a discussion and analysis of President Macron's speech and facial expressions in a video regarding the situation in Gaza. The video analysed was recorded before the New York Declaration in July 2025. This is because France still only supports Palestine diplomatically, not fully.

For the analysis, I use Brown and Levinson (1987) as a politeness theory for Macron's speech. For his expressions, I use Turchet (2009). Basically, this data analyzes the pragmatics and semiotics.
DOI: 10.17632/2d8brzptw7
title: Data from: Sekar et al. Effect of management on clonal traits and rhizome biomass in wet meadows

description: A long-term field experiment established in 2007 across ten wet meadows in the Železné Hory Mountains (Central Bohemia, Czech Republic) to assess the effects of mowing and fertilisation on species composition, plant biomass allocation, clonal traits, rhizome production, and soil carbon. After 15 years of continuous management treatments, vegetation, belowground biomass, clonal traits, fine-root carbon and nitrogen, and soil carbon were sampled in June 2022.

File description:
Sekar_et_al_2026_plot-level_data.csv = comma-separated values format. Data measured at the plot level. The file includes these variables: Locality, Plot_ID, Treatment_combination (control, mowing, fertilisation or both), Aboveground_biomass, Root_biomass, Rhizome_biomas, Mowing, Fertilization, Persistence_community_weighted_mean_scaled (centered and scaled by standard deviation), Multiplication_rate_community_weighted_mean_scaled (centered and scaled by standard deviation), Lateral_spread_community_weighted_mean_scaled (centered and scaled by standard deviation), Soil_nitrogen, Soil_carbon, and Soil_organic_carbon.

Sekar_et_al_2026_subplot-level_data = comma-separated values format. Data maeasured at the sbuplot level. The file includes these variables: Locality, Treatment_combination, Plot_ID, Subplot_ID, Root_nitrogen, Root_carbon, Mowing, and Fertilization.

Sekar_et_al_2026_species-plot_matrix = comma-separated values format. Community matrix (species cover per plot).

Sekar_et_al_2026_metadata_JSON_format = JSON format. Metadata describing the experiment, sampling, measured characteristics and traits, and data analysis.
DOI: 10.17632/2d8brzptw7.1
title: Data from: Sekar et al. Effect of management on clonal traits and rhizome biomass in wet meadows

description: A long-term field experiment established in 2007 across ten wet meadows in the Železné Hory Mountains (Central Bohemia, Czech Republic) to assess the effects of mowing and fertilisation on species composition, plant biomass allocation, clonal traits, rhizome production, and soil carbon. After 15 years of continuous management treatments, vegetation, belowground biomass, clonal traits, fine-root carbon and nitrogen, and soil carbon were sampled in June 2022.

File description:
Sekar_et_al_2026_plot-level_data.csv = comma-separated values format. Data measured at the plot level. The file includes these variables: Locality, Plot_ID, Treatment_combination (control, mowing, fertilisation or both), Aboveground_biomass, Root_biomass, Rhizome_biomas, Mowing, Fertilization, Persistence_community_weighted_mean_scaled (centered and scaled by standard deviation), Multiplication_rate_community_weighted_mean_scaled (centered and scaled by standard deviation), Lateral_spread_community_weighted_mean_scaled (centered and scaled by standard deviation), Soil_nitrogen, Soil_carbon, and Soil_organic_carbon.

Sekar_et_al_2026_subplot-level_data = comma-separated values format. Data maeasured at the sbuplot level. The file includes these variables: Locality, Treatment_combination, Plot_ID, Subplot_ID, Root_nitrogen, Root_carbon, Mowing, and Fertilization.

Sekar_et_al_2026_species-plot_matrix = comma-separated values format. Community matrix (species cover per plot).

Sekar_et_al_2026_metadata_JSON_format = JSON format. Metadata describing the experiment, sampling, measured characteristics and traits, and data analysis.
DOI: 10.15468/dl.wj6xwq
title: Occurrence Download

description: A dataset containing 1567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex atrata, Carex atrata, Carex atrata, Carex aterrima, Carex aterrima)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1567 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012493-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/65rpdmt8d4
title: Mendeley Data: http://v17632/3x9t5pjyzz.

description: Mendeley Data: http://v17632/3x9t5pjyzz.
DOI: 10.17632/65rpdmt8d4.1
title: Mendeley Data: http://v17632/3x9t5pjyzz.

description: Mendeley Data: http://v17632/3x9t5pjyzz.
DOI: 10.17632/gn9jsgkmrj
title: Authorship Attribution in Bahasa Indonesia

description: The dataset consists of textual data curated for authorship attribution research in the Indonesian language. It includes two distinct text types: short-text and long-text, representing different writing contexts and stylistic characteristics. Short-text data were collected from Twitter and reflect informal, concise, and spontaneous writing styles, while long-text data were obtained from Indonesian online news articles and represent formal, structured, and editorial writing.
DOI: 10.15468/dl.gz7d4z
title: Occurrence Download

description: A dataset containing 859 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma dumerilii"
 ]
}

 The dataset includes 859 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012494-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gn9jsgkmrj.1
title: Authorship Attribution in Bahasa Indonesia

description: The dataset consists of textual data curated for authorship attribution research in the Indonesian language. It includes two distinct text types: short-text and long-text, representing different writing contexts and stylistic characteristics. Short-text data were collected from Twitter and reflect informal, concise, and spontaneous writing styles, while long-text data were obtained from Indonesian online news articles and represent formal, structured, and editorial writing.
DOI: 10.17632/5555cvmmgb
title: PSMCMD

description: Contributors: Dr. Neeta Nain
Research Scholars: Anand Kumar Jain and Sagar Mal Nitharwal
Institute: Malaviya National Institute of Technology Jaipur
Domain Expert: Dr.Pratibha Singh, Rajasthan Agriculture Research Institute (RARI), Durgapura, Jaipur.

Published: 6 November 2025
Version: 1.0
Crops: Papaya and Sugarcane

Diseases: 
Sugarcane:
Banded Chlorosis - 471, Brown Spot - 1722, Brown Rust - 314, Dried Leaves - 343, Grassy Shoot - 346, Healthy - 430, Pokkah Boeng - 297, Sett Rot - 642, Viral Disease - 316, Yellow Leaf - 650, Smut - 1194.

Papaya: 
Anthracnose - 710, Bacterial Spot - 916, Curl - 1170, Healthy - 456, Ring Spot - 1066. 


Expert Ground-truth annotations, includ.ing soil health, humidity, nutrient deficiency, and pathological reports. Validated: by Dr.Pratibha Singh, at the Rajasthan Agriculture Research Institute (RARI), Durgapura, Jaipur.

Papaya and sugarcane are important tropical and subtropical crops whose growth and productivity are highly influenced by environmental conditions. Papaya grows best in warm climates with temperatures of 22–35 °C, moderate humidity, and well-drained sandy loam to loamy soils with a pH of 6.0–7.0, while low temperatures and waterlogging severely affect plant health. It is a short-duration, high-yielding fruit crop but is commonly affected by diseases such as papaya ringspot virus, anthracnose, and powdery mildew, which are managed through healthy planting material, resistant varieties, and proper field practices. Sugarcane requires a hot and humid climate with an optimal temperature range of 20–38 °C, a long growing period, and deep, fertile loamy soils with near-neutral pH. It is a major industrial crop for sugar and bio-fuel production, but diseases such as red rot, smut, and mosaic virus reduce yield and quality, making integrated disease management and resistant varieties essential for sustainable production.
Dataset Related Research Paper reference:

Anand Kumar Jain and Neeta Nain, "Attention-Enhanced Hybrid CNN Architecture for Multi-Crop and Multi-Disease Classification: A Case Study on Papaya and Sugarcane" , 10th IAPR-Endorsed International Conference on Computer Vision and Image Processing CVIP 2025 by :Springer at IIT Ropar / 20 - 31 / 2025 ISBN: Paper ID: 682
DOI: 10.17632/5555cvmmgb.4
title: PSMCMD

description: Contributors: Dr. Neeta Nain
Research Scholars: Anand Kumar Jain and Sagar Mal Nitharwal
Institute: Malaviya National Institute of Technology Jaipur
Domain Expert: Dr.Pratibha Singh, Rajasthan Agriculture Research Institute (RARI), Durgapura, Jaipur.

Published: 6 November 2025
Version: 1.0
Crops: Papaya and Sugarcane

Diseases: 
Sugarcane:
Banded Chlorosis - 471, Brown Spot - 1722, Brown Rust - 314, Dried Leaves - 343, Grassy Shoot - 346, Healthy - 430, Pokkah Boeng - 297, Sett Rot - 642, Viral Disease - 316, Yellow Leaf - 650, Smut - 1194.

Papaya: 
Anthracnose - 710, Bacterial Spot - 916, Curl - 1170, Healthy - 456, Ring Spot - 1066. 


Expert Ground-truth annotations, includ.ing soil health, humidity, nutrient deficiency, and pathological reports. Validated: by Dr.Pratibha Singh, at the Rajasthan Agriculture Research Institute (RARI), Durgapura, Jaipur.

Papaya and sugarcane are important tropical and subtropical crops whose growth and productivity are highly influenced by environmental conditions. Papaya grows best in warm climates with temperatures of 22–35 °C, moderate humidity, and well-drained sandy loam to loamy soils with a pH of 6.0–7.0, while low temperatures and waterlogging severely affect plant health. It is a short-duration, high-yielding fruit crop but is commonly affected by diseases such as papaya ringspot virus, anthracnose, and powdery mildew, which are managed through healthy planting material, resistant varieties, and proper field practices. Sugarcane requires a hot and humid climate with an optimal temperature range of 20–38 °C, a long growing period, and deep, fertile loamy soils with near-neutral pH. It is a major industrial crop for sugar and bio-fuel production, but diseases such as red rot, smut, and mosaic virus reduce yield and quality, making integrated disease management and resistant varieties essential for sustainable production.
Dataset Related Research Paper reference:

Anand Kumar Jain and Neeta Nain, "Attention-Enhanced Hybrid CNN Architecture for Multi-Crop and Multi-Disease Classification: A Case Study on Papaya and Sugarcane" , 10th IAPR-Endorsed International Conference on Computer Vision and Image Processing CVIP 2025 by :Springer at IIT Ropar / 20 - 31 / 2025 ISBN: Paper ID: 682
DOI: 10.17632/swwrr7c9xc.1
title: Effect of Interlayer Rotation Angle on Microstructure and Compressive Properties of LPBF Ti-Zr-Nb-Sn Alloys

description: This dataset mainly contains the original data of all the main and supplementary data presented in the original paper "Effect of Interlayer Rotation Angle on Microstructure and Compressive Properties of LPBF Ti-Zr-Nb-Sn Alloys". The paper was originally planned to be published in "Virtual and Physical Prototyping".
DOI: 10.17632/srddyxbgy8
title: suppemental datafor GH adherence by melon

description: Figure shows A: Correlation between injection frequency (6-7 times per week) and adherence in SGA and B:Change in HtSDS stratified by: Left, Adherence rate during W9-12; Right, Cumulative adherence rate at W12.
DOI: 10.17632/srddyxbgy8.1
title: suppemental datafor GH adherence by melon

description: Figure shows A: Correlation between injection frequency (6-7 times per week) and adherence in SGA and B:Change in HtSDS stratified by: Left, Adherence rate during W9-12; Right, Cumulative adherence rate at W12.
DOI: 10.17632/z93mjmpt8j
title: Original CT tiffstack of YKLP 17210 for "Three-dimensionally preserved appendages of the early Cambrian trilobite Yunnanocephalus yunnanensis"

description: Original CT tiffstack of YKLP 17210 for "Three-dimensionally preserved appendages of the early Cambrian trilobite Yunnanocephalus yunnanensis"
DOI: 10.17632/z93mjmpt8j.1
title: Original CT tiffstack of YKLP 17210 for "Three-dimensionally preserved appendages of the early Cambrian trilobite Yunnanocephalus yunnanensis"

description: Original CT tiffstack of YKLP 17210 for "Three-dimensionally preserved appendages of the early Cambrian trilobite Yunnanocephalus yunnanensis"
DOI: 10.17632/9wnkb5ncd5
title: Original CT tiffstacks of YKLP 17211 for "Three-dimensionally preserved appendages of the early Cambrian trilobite Yunnanocephalus yunnanensis"

description: Original CT tiffstacks of YKLP 17211 for "Three-dimensionally preserved appendages of the early Cambrian trilobite Yunnanocephalus yunnanensis"
DOI: 10.17632/9wnkb5ncd5.1
title: Original CT tiffstacks of YKLP 17211 for "Three-dimensionally preserved appendages of the early Cambrian trilobite Yunnanocephalus yunnanensis"

description: Original CT tiffstacks of YKLP 17211 for "Three-dimensionally preserved appendages of the early Cambrian trilobite Yunnanocephalus yunnanensis"
DOI: 10.17632/dkh855f28z
title: AE33 Aethalometer measurements across urban and suburban sites in CQ
DOI: 10.17632/dkh855f28z.1
title: AE33 Aethalometer measurements across urban and suburban sites in CQ
DOI: 10.17632/4ddjg7y729
title: HDRADE: A Hybrid Divine Religion Algorithm Integrated with Differential Evolution for Efficient Electric Vehicle Routing

description: This dataset compares a new metaheuristic optimization method called the A Hybrid Divine Religion Algorithm Integrated with Differential Evolution (DRADE) with three well-known metaheuristic algorithms, including the Harmony Search (HS), Grasshopper Optimization Algorithm (GOA), and Harris Hawks Optimization (HHO).
DOI: 10.17632/4ddjg7y729.1
title: HDRADE: A Hybrid Divine Religion Algorithm Integrated with Differential Evolution for Efficient Electric Vehicle Routing

description: This dataset compares a new metaheuristic optimization method called the A Hybrid Divine Religion Algorithm Integrated with Differential Evolution (DRADE) with three well-known metaheuristic algorithms, including the Harmony Search (HS), Grasshopper Optimization Algorithm (GOA), and Harris Hawks Optimization (HHO).