cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.awu26c
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.265 2.475178, 103.194672 2.469609, 103.126077 2.45304, 103.060907 2.42588, 103.000765 2.388797, 102.947135 2.342705, 102.901337 2.288741, 102.864498 2.228233, 102.837524 2.162673, 102.821078 2.093675, 102.815564 2.022937, 102.821116 1.952203, 102.837597 1.883214, 102.864598 1.817667, 102.901455 1.757176, 102.94726 1.703231, 103.000884 1.657158, 103.061007 1.620093, 103.126151 1.592946, 103.194711 1.576385, 103.265 1.57082, 103.335289 1.576385, 103.403849 1.592946, 103.468993 1.620093, 103.529116 1.657158, 103.58274 1.703231, 103.628545 1.757176, 103.665402 1.817667, 103.692403 1.883214, 103.708884 1.952203, 103.714436 2.022937, 103.708922 2.093675, 103.692476 2.162673, 103.665502 2.228233, 103.628663 2.288741, 103.582865 2.342705, 103.529235 2.388797, 103.469093 2.42588, 103.403923 2.45304, 103.335328 2.469609, 103.265 2.475178))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000538-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4zyjtry3jy
title: Raw data from Chemical Composition of Leaf Biomass in Asparagaceae Species

description: his dataset supports a manuscript submitted for publication and includes quantitative data on extractives and lignocellulosic components (cellulose, hemicelluloses, and lignin) from leaves of seven Asparagaceae species. It also contains Fourier-transform infrared (FTIR) spectra of purified lignin and cellulose, used to assess lignin monomer composition and cellulose crystallinity. These data provide the basis for the chemical and structural characterization of leaf biomass and its potential applications.
DOI: 10.17632/4zyjtry3jy.1
title: Raw data from Chemical Composition of Leaf Biomass in Asparagaceae Species

description: his dataset supports a manuscript submitted for publication and includes quantitative data on extractives and lignocellulosic components (cellulose, hemicelluloses, and lignin) from leaves of seven Asparagaceae species. It also contains Fourier-transform infrared (FTIR) spectra of purified lignin and cellulose, used to assess lignin monomer composition and cellulose crystallinity. These data provide the basis for the chemical and structural characterization of leaf biomass and its potential applications.
DOI: 10.17632/fyvjcx7899
title: Soil phosphorus governs microbial community composition and nutrient cycling in an alpine peatland

description: This dataset is used for the analysis of this paper
DOI: 10.17632/fyvjcx7899.1
title: Soil phosphorus governs microbial community composition and nutrient cycling in an alpine peatland

description: This dataset is used for the analysis of this paper
DOI: 10.17632/mzj2v7v48w
title: The Impact of Environmental Color in Virtual Reality: Physiological Arousal as Modulated by Brightness and Hue

description: The dataset collected for this study includes both physiological and subjective emotional responses of 45 healthy adult participants exposed to different environmental color conditions in a virtual reality (VR) environment. The participants were divided into four groups based on their academic or work background: undergraduates, postgraduate exam candidates, graduate students, and security personnel.
DOI: 10.17632/mzj2v7v48w.1
title: The Impact of Environmental Color in Virtual Reality: Physiological Arousal as Modulated by Brightness and Hue

description: The dataset collected for this study includes both physiological and subjective emotional responses of 45 healthy adult participants exposed to different environmental color conditions in a virtual reality (VR) environment. The participants were divided into four groups based on their academic or work background: undergraduates, postgraduate exam candidates, graduate students, and security personnel.
DOI: 10.15468/dl.4ty3jt
title: Occurrence Download

description: A dataset containing 3784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium album, Galium album, Galium album, Galium album)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3784 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000539-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m55tgnydb9
title: Enhancing SME Financial Accuracy through Prompt Engineering Services to Address Manual Recording Challenges (Phenomenological Study)

description: The majority of Indonesian Small to Medium Enterprises (SMEs) still remain on using manual financial recording despite digital tools being widespread and available to access, resulting in hindered efficiency and data inaccuracies. AI technology are currently on the rise, creating new jobs on tuning AI to fit individual needs. Earlier studies predominantly focuses on AI adoption in large enterprises, overlooking prompt engineering potentials as a bridge on smaller enterprise digitalization. This research gaps are addressed through this research by studying the lived experiences and operational workflows of seven Small to Medium Enterprise (SME) owners and accountant to identify resistance factors and adoption perquisites through a phenomenological approach. High AI enthusiasm and low technical readiness are revealed in this research, currently 70% of the participants uses manual/hybrid recording. The research also reveal that tiered prompt engineering service monetization to be crucial, it helps improving financial accuracy by 27.3% and predictability by 34.5%. This research shows scalable monetization processes that match high-level computational intelligence with technical and resource-based limitations of emerging economies, therefore supporting SDG 8 and SDG 9.
DOI: 10.17632/m55tgnydb9.3
title: Enhancing SME Financial Accuracy through Prompt Engineering Services to Address Manual Recording Challenges (Phenomenological Study)

description: The majority of Indonesian Small to Medium Enterprises (SMEs) still remain on using manual financial recording despite digital tools being widespread and available to access, resulting in hindered efficiency and data inaccuracies. AI technology are currently on the rise, creating new jobs on tuning AI to fit individual needs. Earlier studies predominantly focuses on AI adoption in large enterprises, overlooking prompt engineering potentials as a bridge on smaller enterprise digitalization. This research gaps are addressed through this research by studying the lived experiences and operational workflows of seven Small to Medium Enterprise (SME) owners and accountant to identify resistance factors and adoption perquisites through a phenomenological approach. High AI enthusiasm and low technical readiness are revealed in this research, currently 70% of the participants uses manual/hybrid recording. The research also reveal that tiered prompt engineering service monetization to be crucial, it helps improving financial accuracy by 27.3% and predictability by 34.5%. This research shows scalable monetization processes that match high-level computational intelligence with technical and resource-based limitations of emerging economies, therefore supporting SDG 8 and SDG 9.
DOI: 10.17632/s8m2cknwhb
title: Acoustic Data

description: This dataset is used to support the paper "Ranging Performance Analysis of Ultrasound Signals from Smartphone for Anchor-free Real-time Indoor Positioning".
DOI: 10.17632/s8m2cknwhb.1
title: Acoustic Data

description: This dataset is used to support the paper "Ranging Performance Analysis of Ultrasound Signals from Smartphone for Anchor-free Real-time Indoor Positioning".
DOI: 10.5281/zenodo.18304823
title: PrOM RNA
DOI: 10.17632/bpmrbntb3p.1
title: CyTOF profiling data of peripheral immune cells in mild ischemic stroke
DOI: 10.5281/zenodo.18304822
title: PrOM RNA
DOI: 10.17632/wwhx3wybjh
title: Effects of Intercultural Instruction on EFL Learners’ Reading Comprehension

description: By recognising the changing demand of the world, this study investigated the effect of intercultural instruction on the reading comprehension of first-year Ethiopian university students. A quasi-experimental, embedded mixed-methods design was employed, involving 106 students divided in two intact classes: 52 students in the treatment group received intercultural instruction, whereas 54 students in the comparison group were taught using conventional methods. Over 12-weeks intervention, quantitative data were collected via pre- and post-test reading comprehension tests, and qualitative data were gathered through post-intervention reflective open ended questionnaires. Pre-intervention results indicated no statistically significant difference in reading comprehension scores between the two groups. However, post-intervention analysis using paired and independent samples t-tests revealed that the reading comprehension performance of the treatment group significantly improved. The mean score of the treatment group increased from 16.77 to 19.44, (t (51) = −6.34, p = .001, with a large effect size (d = 1.05). In contrast, the comparison group’s scores showed a minimal increase from 16.79 to 17.35, which was not significant, t (53) = −1.61, p = .112, d = 0.27. Independent-samples t-tests further confirmed that the treatment group outperformed comparison group, t (104) = 4.99, p = .001, d = 0.97). Qualitative findings from post-intervention reflective questionnaire indicated that intercultural instruction fostered a positive and engaging learning environment. The study concludes that intercultural instruction is an effective approach for improving the reading comprehension ability of EFL university students. The study further underlines the pedagogical utility of integrating intercultural content in EFL curricula to enhance students’ engagement and reading outcomes.
DOI: 10.17632/wwhx3wybjh.1
title: Effects of Intercultural Instruction on EFL Learners’ Reading Comprehension

description: By recognising the changing demand of the world, this study investigated the effect of intercultural instruction on the reading comprehension of first-year Ethiopian university students. A quasi-experimental, embedded mixed-methods design was employed, involving 106 students divided in two intact classes: 52 students in the treatment group received intercultural instruction, whereas 54 students in the comparison group were taught using conventional methods. Over 12-weeks intervention, quantitative data were collected via pre- and post-test reading comprehension tests, and qualitative data were gathered through post-intervention reflective open ended questionnaires. Pre-intervention results indicated no statistically significant difference in reading comprehension scores between the two groups. However, post-intervention analysis using paired and independent samples t-tests revealed that the reading comprehension performance of the treatment group significantly improved. The mean score of the treatment group increased from 16.77 to 19.44, (t (51) = −6.34, p = .001, with a large effect size (d = 1.05). In contrast, the comparison group’s scores showed a minimal increase from 16.79 to 17.35, which was not significant, t (53) = −1.61, p = .112, d = 0.27. Independent-samples t-tests further confirmed that the treatment group outperformed comparison group, t (104) = 4.99, p = .001, d = 0.97). Qualitative findings from post-intervention reflective questionnaire indicated that intercultural instruction fostered a positive and engaging learning environment. The study concludes that intercultural instruction is an effective approach for improving the reading comprehension ability of EFL university students. The study further underlines the pedagogical utility of integrating intercultural content in EFL curricula to enhance students’ engagement and reading outcomes.
DOI: 10.17632/6gv47yykss
title: Data for: The Hemihidrotic Phenomenon: Current Research Status and Future Perspectives – A Systematic Review

description: This dataset contains study-level data generated during a systematic review of the hemihidrotic phenomenon. The files include a data extraction table summarizing key characteristics of the included studies, such as publication information, study design, experimental conditions, pressure application sites and parameters, sweating measurement methods, and principal outcomes related to hemihidrotic or unilateral sweating responses.

All data were extracted and synthesized from previously published peer-reviewed literature identified through a systematic search and screening process. No raw experimental data, individual-level data, or personally identifiable information are included in this dataset. The dataset was created to support transparency, reproducibility, and verification of the review process and findings reported in the associated manuscript submitted to the Journal of Thermal Biology.

This dataset is intended for academic use and may be reused or cited provided appropriate attribution to the original authors and the corresponding publication.
DOI: 10.17632/6gv47yykss.1
title: Data for: The Hemihidrotic Phenomenon: Current Research Status and Future Perspectives – A Systematic Review

description: This dataset contains study-level data generated during a systematic review of the hemihidrotic phenomenon. The files include a data extraction table summarizing key characteristics of the included studies, such as publication information, study design, experimental conditions, pressure application sites and parameters, sweating measurement methods, and principal outcomes related to hemihidrotic or unilateral sweating responses.

All data were extracted and synthesized from previously published peer-reviewed literature identified through a systematic search and screening process. No raw experimental data, individual-level data, or personally identifiable information are included in this dataset. The dataset was created to support transparency, reproducibility, and verification of the review process and findings reported in the associated manuscript submitted to the Journal of Thermal Biology.

This dataset is intended for academic use and may be reused or cited provided appropriate attribution to the original authors and the corresponding publication.
DOI: 10.17632/gfwz3vk2pg
title: The impacts of winter storms on sediment dynamics and shear front variability in the Yellow River Delta

description: Data supporting the manuscript entitled “The impacts of winter storms on sediment dynamics and shear front variability in the Yellow River Delta”.
DOI: 10.17632/gfwz3vk2pg.1
title: The impacts of winter storms on sediment dynamics and shear front variability in the Yellow River Delta

description: Data supporting the manuscript entitled “The impacts of winter storms on sediment dynamics and shear front variability in the Yellow River Delta”.
DOI: 10.17632/5w2f9syb6j
title: Quantifying Systemic Risk via High-Dimensional CoVaR Measures

description: The R codes include two parts. The first part is the sample period from 2007-2013. This part is used for producing Section 7. The second part is the sample period from 2014-2024. This part covers Section 4, 5, 6 and Appendix B. For each folder, we have numbered the R files and included the original data. Following the numbered R files, we can estimate the results.
DOI: 10.17632/5w2f9syb6j.1
title: Quantifying Systemic Risk via High-Dimensional CoVaR Measures

description: The R codes include two parts. The first part is the sample period from 2007-2013. This part is used for producing Section 7. The second part is the sample period from 2014-2024. This part covers Section 4, 5, 6 and Appendix B. For each folder, we have numbered the R files and included the original data. Following the numbered R files, we can estimate the results.
DOI: 10.17632/m2rcxzftbw
title: Soil moisture data

description: Soil moisture data
DOI: 10.17632/m2rcxzftbw.1
title: Soil moisture data

description: Soil moisture data
DOI: 10.17632/p2d4r2w3vm
title: All the data sets of this paper: "Mechanical Properties and Multi-Directional Load Adaptability of Gyroid and Honeycomb Structures for Lightweight Ocean Engineering Design"

description: This dataset originates from the research paper titled “Mechanical Properties and Multi-Directional Load Adaptability of Gyroid and Honeycomb Structures for Lightweight Ocean Engineering Design”. It provides data on the mechanical properties and multi-directional load adaptability of two typical infill structures—Gyroid and honeycomb structures—for comparative analysis in lightweight ocean engineering design.
DOI: 10.5281/zenodo.18304988
title: Rhynchospora marisculus Lindl. ex Nees. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.17632/p2d4r2w3vm.1
title: All the data sets of this paper: "Mechanical Properties and Multi-Directional Load Adaptability of Gyroid and Honeycomb Structures for Lightweight Ocean Engineering Design"

description: This dataset originates from the research paper titled “Mechanical Properties and Multi-Directional Load Adaptability of Gyroid and Honeycomb Structures for Lightweight Ocean Engineering Design”. It provides data on the mechanical properties and multi-directional load adaptability of two typical infill structures—Gyroid and honeycomb structures—for comparative analysis in lightweight ocean engineering design.
DOI: 10.5281/zenodo.18304987
title: Rhynchospora marisculus Lindl. ex Nees. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.17632/fdk624szg4.3
title: Files_for_Replication_of_Proposed_Models_py

description: Files_for_Replication_of_Proposed_Models_py.zip contains the source codes, synthetic data, a requirements.txt file, and a Readme.pdf file with detailed instructions for executing the code associated with the paper Bitcoin Volatility Modeling with Realized Measures and Jump Dynamics. The source codes are provided in .py format, the requirements.txt file specifies the required Python dependencies, and the Readme.pdf file describes the execution procedure.
DOI: 10.15468/dl.spsw3e
title: Occurrence Download

description: A dataset containing 78299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.51588 36.73214,-5.59148 35.99446,-4.36371 36.70734,-4.70634 37.49301,-5.4737 37.63635,-5.8663 37.29641,-6.51588 36.73214))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 78299 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000530-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h93p4e
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.315 2.481178, 103.244672 2.475609, 103.176077 2.45904, 103.110906 2.43188, 103.050764 2.394797, 102.997134 2.348705, 102.951335 2.294741, 102.914496 2.234233, 102.887522 2.168673, 102.871076 2.099674, 102.865562 2.028937, 102.871115 1.958203, 102.887595 1.889213, 102.914597 1.823667, 102.951454 1.763176, 102.997259 1.709231, 103.050883 1.663158, 103.111007 1.626092, 103.17615 1.598946, 103.24471 1.582385, 103.315 1.57682, 103.38529 1.582385, 103.45385 1.598946, 103.518993 1.626092, 103.579117 1.663158, 103.632741 1.709231, 103.678546 1.763176, 103.715403 1.823667, 103.742405 1.889213, 103.758885 1.958203, 103.764438 2.028937, 103.758924 2.099674, 103.742478 2.168673, 103.715504 2.234233, 103.678665 2.294741, 103.632866 2.348705, 103.579236 2.394797, 103.519094 2.43188, 103.453923 2.45904, 103.385328 2.475609, 103.315 2.481178))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cp3fbm
title: Occurrence Download

description: A dataset containing 6527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "Country is Antarctica",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "TaxonKey is Pygoscelis papua",
 "Year 2020-2026"
 ]
}

 The dataset includes 6527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000541-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18304992
title: Rhynchospora megapotamica (A.Spreng.) H.Pfeiff. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18304991
title: Rhynchospora megapotamica (A.Spreng.) H.Pfeiff. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.15468/dl.rjpfqt
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "Geometry POLYGON((-81.23765 7.58477,-80.90247 7.58477,-80.90247 7.91857,-81.23765 7.91857,-81.23765 7.58477))",
 "HasGeospatialIssue is false",
 "TaxonKey is Annelida"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000543-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tvfvvzmkn8
title: Ventral Tegmental Area Dopaminergic Neurons Mediate Electroacupuncture Relief of Stress-Induced Depression in Mice

description: CRS mice behavioral stats plus VTADA calcium and chemogenetic stats.