cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4kfp7py9h9.1
title: Nu Dataset for GNP Flow in Sinusoidal Microchannels

description: This dataset contains the Nusselt number (Nu) values obtained from a comprehensive 3D CFD study of graphene-water nanofluid flow through sinusoidal microchannels with square cross-sections. The study investigates the effects of six key parameters on convective heat transfer: Reynolds number (Re), nanoparticle concentration (wt.%), amplitude (A) and frequency (ω) of the sinusoidal path, microchannel thickness, and the number of sinusoidal waves (serpentines).

A total of 30 CFD simulations were performed in three parametric groups to obtain the corresponding Nu values. The configurations vary systematically to isolate the influence of each parameter pair. The average Nusselt numbers for each case are reported and have been used further in a two-step machine learning framework for predictive modeling and optimization.

This dataset is intended to support reproducibility, comparative analysis, and future research in microchannel heat sink design and nanofluid applications.
DOI: 10.15468/dl.xy5ecw
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leporinus trifasciatus"
 ]
}

 The dataset includes 184 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019148-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ffpybs293k
title: Supplementary material for a study evaluating the microbiome of the rumen as well as the metabolome of the rumen, blood and milk

description: Evaluation of the effects of ruminal pH drop on the microbiome fo the rumen as well as the metabolome of the rumen, blood and milk.
DOI: 10.17632/ffpybs293k.2
title: Supplementary material for a study evaluating the microbiome of the rumen as well as the metabolome of the rumen, blood and milk

description: Evaluation of the effects of ruminal pH drop on the microbiome fo the rumen as well as the metabolome of the rumen, blood and milk.
DOI: 10.17632/sdxtcfpk4y
title: Mouse stool sequencing before and after EAE

description: We assessed the fecal gut microbiome composition of 18 wild-type mice (16 controls and 17 antibiotics treated) before and after EAE adoptive transfer using the QIAseq 16S/ITS screening panel (QIAGEN), sequenced on a MiSeq (Illumina). Briefly, samples were thawed and total DNA of 1 or 2 stool pellets was extracted with a QIAamp PowerFecal Pro DNA Kit (QIAGEN). Sequencing libraries were generated with the QIAseq 16S/ITS Screening Panels kit. For each sample, 1 ng of total DNA was amplified with each of the three Screening Panel pools and subsequently combined and indexed. The indexed libraries were pooled equimolarly, and 15pM were loaded and sequenced PE 276 on a MiSeq v3 600-cycle kit (Illumina). Taxonomy was assigned using the IDTAXA classifier (DECIPHER package) with the GTDB-RS89 reference database. The processed data were integrated into a phyloseq object for further analysis.
DOI: 10.17632/sdxtcfpk4y.1
title: Mouse stool sequencing before and after EAE

description: We assessed the fecal gut microbiome composition of 18 wild-type mice (16 controls and 17 antibiotics treated) before and after EAE adoptive transfer using the QIAseq 16S/ITS screening panel (QIAGEN), sequenced on a MiSeq (Illumina). Briefly, samples were thawed and total DNA of 1 or 2 stool pellets was extracted with a QIAamp PowerFecal Pro DNA Kit (QIAGEN). Sequencing libraries were generated with the QIAseq 16S/ITS Screening Panels kit. For each sample, 1 ng of total DNA was amplified with each of the three Screening Panel pools and subsequently combined and indexed. The indexed libraries were pooled equimolarly, and 15pM were loaded and sequenced PE 276 on a MiSeq v3 600-cycle kit (Illumina). Taxonomy was assigned using the IDTAXA classifier (DECIPHER package) with the GTDB-RS89 reference database. The processed data were integrated into a phyloseq object for further analysis.
DOI: 10.15468/dl.5d8s3n
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, Guatemala)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fuchsia thymifolia"
 ]
}

 The dataset includes 1004 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019149-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9rktbjjc79
title: Karpe_et_al_2025_Quantitative_review_of_environmental_LCAs_of_vertical_farms

description: Supporting data file for the paper "Quantitative review of environmental life cycle assessments of vertical farms – aligning reported impacts, and energy outlook for 2050" by Margarethe Karpe, Michael Martin, Joan Muñoz-Liesa, Leo F. M. Marcelis, and Ep Heuvelink. Content: Overview on reviewed LCA case studies, key performance indicators, life cycle inventories, life cycle impact assessment results, and visualizations.
DOI: 10.17632/9rktbjjc79.2
title: Karpe_et_al_2025_Quantitative_review_of_environmental_LCAs_of_vertical_farms

description: Supporting data file for the paper "Quantitative review of environmental life cycle assessments of vertical farms – aligning reported impacts, and energy outlook for 2050" by Margarethe Karpe, Michael Martin, Joan Muñoz-Liesa, Leo F. M. Marcelis, and Ep Heuvelink. Content: Overview on reviewed LCA case studies, key performance indicators, life cycle inventories, life cycle impact assessment results, and visualizations.
DOI: 10.15468/dl.na5sqg
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 113 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019151-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctnh25
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine eminentia"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019150-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fcwwv3sb45.1
title: Data for: Macroscopic unsaturated hydraulic conductivity in a soil layer composed of clods (aggregates) with the diameter in the centimeter range at low soil moisture content

description: This dataset includes the unsaturated hydraulic conductivity of in the soil layer composed of clods (aggregates).
DOI: 10.15468/dl.xjtutw
title: Occurrence Download

description: A dataset containing 50144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5.56_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 50144 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019088-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yrpfzr2dvk
title: Order Bias in Online Review Evaluation: Experimental Dataset

description: This dataset was generated as part of an academic study examining how the display order of online reviews influences users’ perceptions of review helpfulness. The data come from a controlled laboratory experiment involving 226 MBA students, who were randomly assigned to one of three experimental conditions differing in review sequence and length. Participants evaluated the helpfulness of 20 mobile phone reviews using a 5-point Likert scale (1 = not helpful at all, 5 = very helpful).

The dataset includes participant-level responses, experimental conditions, review identifiers, presentation orders, helpfulness ratings, and sentiment annotations for each review. All personal data have been anonymized. The dataset is intended to support replication, secondary analysis, and future research on cognitive biases in online review evaluation.
DOI: 10.17632/yrpfzr2dvk.1
title: Order Bias in Online Review Evaluation: Experimental Dataset

description: This dataset was generated as part of an academic study examining how the display order of online reviews influences users’ perceptions of review helpfulness. The data come from a controlled laboratory experiment involving 226 MBA students, who were randomly assigned to one of three experimental conditions differing in review sequence and length. Participants evaluated the helpfulness of 20 mobile phone reviews using a 5-point Likert scale (1 = not helpful at all, 5 = very helpful).

The dataset includes participant-level responses, experimental conditions, review identifiers, presentation orders, helpfulness ratings, and sentiment annotations for each review. All personal data have been anonymized. The dataset is intended to support replication, secondary analysis, and future research on cognitive biases in online review evaluation.
DOI: 10.17632/2dtvppjd8d.1
title: Smart Drip Irrigation System (SDIS) For Rice Farming

description: This dataset can be used to present several key innovations in the development of an AI-IoT-based Smart Drip Irrigation System (SDIS) specifically designed for rice plants by considering local agronomic characteristics. First, this system integrates four key input parameters to ensure precision and adaptability in irrigation management: (1) rice plant growth phase, which determines the adjustment of the dose, irrigation frequency; (2) soil moisture, as the main indicator to activate irrigation only when the soil water content is below the optimal threshold; (3) Light Intensity; (4) air temperature and (5) and air humidity (measured using a DHT22 sensor), which plays a role in mitigating plant stress due to extreme microclimate conditions.
DOI: 10.17632/64r3vpsxp6
title: Chemical composition of matoa (Pometia pinnata) seed and peel

description: Matoa (Pometia pinnata) is a tropical fruit tree with significant potential due to its nutritional, economic, and ecological benefits. The sweet, juicy fruit is rich in vitamins and antioxidants, making it a valuable food source in regions where it grows, such as Southeast Asia and the Pacific. Economically, matoa can provide income for local farmers through fresh fruit sales or processed products like jams and juices. Additionally, the tree supports agroforestry systems, improving soil health and biodiversity while offering shade and timber. With proper cultivation and promotion, matoa could become a more widely recognized and sustainable crop. The seeds and peel of the matoa fruit has significant promise as feed for ruminant cattle. The crude fiber level in both seed and peel is significantly elevated, and they also possess a comparatively high fat content.
DOI: 10.17632/64r3vpsxp6.1
title: Chemical composition of matoa (Pometia pinnata) seed and peel

description: Matoa (Pometia pinnata) is a tropical fruit tree with significant potential due to its nutritional, economic, and ecological benefits. The sweet, juicy fruit is rich in vitamins and antioxidants, making it a valuable food source in regions where it grows, such as Southeast Asia and the Pacific. Economically, matoa can provide income for local farmers through fresh fruit sales or processed products like jams and juices. Additionally, the tree supports agroforestry systems, improving soil health and biodiversity while offering shade and timber. With proper cultivation and promotion, matoa could become a more widely recognized and sustainable crop. The seeds and peel of the matoa fruit has significant promise as feed for ruminant cattle. The crude fiber level in both seed and peel is significantly elevated, and they also possess a comparatively high fat content.
DOI: 10.17632/3zdh3drb9w
title: Raw data and analysis method for UV-C efficacy study

description: This data is a raw numerical data (not averaged/analyzed data) from which the tables and graphs have been derived for the article we are going to submit for possible publication. In addition to the data set, we have also included the analysis methods for UV-C efficacy study. The journal we are going to submit has a requirement of open data-set at recognized repository/databases that can provide reference number and DOI.
DOI: 10.17632/3zdh3drb9w.2
title: Raw data and analysis method for UV-C efficacy study

description: This data is a raw numerical data (not averaged/analyzed data) from which the tables and graphs have been derived for the article we are going to submit for possible publication. In addition to the data set, we have also included the analysis methods for UV-C efficacy study. The journal we are going to submit has a requirement of open data-set at recognized repository/databases that can provide reference number and DOI.
DOI: 10.17632/gpvrnphw66.2
title: 3D Human Pose Point Cloud Data of Light Detection and Ranging (LiDAR)

description: This dataset contains 3D human pose point cloud data of four basic human poses demonstrated by one male talent. These basic human poses include hands-to-the-side, sit-down, squat-down, and stand-up. The total dataset consists of 1,400 3D human point cloud data, where 1,120 are training data and 280 are testing data. Each class consists of 280 data. The distribution of the training data and testing data is as follows: the training data has a distribution of 80%, and the testing data has a distribution of 20%.
DOI: 10.17632/5h38xsmxkm
title: Soil and vegetation properties under different species combination patterns

description: We present the results of field experiments evaluating the effects of different native grass species combinations on soil and vegetation properties in a restored mining area. These experiments assessed how species composition influences the sustainability of soil structure and water availability.In the first experiment, the effects of different species combinations on soil water holding capacity and infiltration performance were studied. In the second experiment, the effects of different species combination patterns on soil structure were studied. In the third experiment, the effects of different species combination patterns on vegetation characteristics were studied. The results showed that vegetation restoration significantly improved soil structure and hydrological function compared to the original degraded soil. Among the tested combinations, Cleistogenes songorica cv. Tenggeli + Limonium aureum (L.) Hill achieved the best restoration performance. This combination effectively enhanced soil properties and ensured a sustainable water supply during the early restoration stage, helping to prevent water deficits and supporting long-term vegetation sustainability.
DOI: 10.17632/5h38xsmxkm.1
title: Soil and vegetation properties under different species combination patterns

description: We present the results of field experiments evaluating the effects of different native grass species combinations on soil and vegetation properties in a restored mining area. These experiments assessed how species composition influences the sustainability of soil structure and water availability.In the first experiment, the effects of different species combinations on soil water holding capacity and infiltration performance were studied. In the second experiment, the effects of different species combination patterns on soil structure were studied. In the third experiment, the effects of different species combination patterns on vegetation characteristics were studied. The results showed that vegetation restoration significantly improved soil structure and hydrological function compared to the original degraded soil. Among the tested combinations, Cleistogenes songorica cv. Tenggeli + Limonium aureum (L.) Hill achieved the best restoration performance. This combination effectively enhanced soil properties and ensured a sustainable water supply during the early restoration stage, helping to prevent water deficits and supporting long-term vegetation sustainability.
DOI: 10.17632/rg2nc4zt7x
title: Alcohol drinking culture and Corporate ESG Performance

description: Our initial sample comprises Shenzhen and Shanghai A-share listed firms from 2006 to 2021. After excluding financial industry firms, special treatment entities, and observations with missing financial data, we obtain a final sample of 11,941 firm-year observations. Province-level urban alcohol consumption expenditure and disposable income data for 2006–2012 are obtained from the China National Statistical Yearbook, while 2013–2021 data are sourced from the SRIT DRCNET database. Firm-level data come from the China Stock Market and Accounting Research database. We winsorize all continuous variables at the 1st and 99th percentiles to mitigate outlier effects.
DOI: 10.17632/rg2nc4zt7x.1
title: Alcohol drinking culture and Corporate ESG Performance

description: Our initial sample comprises Shenzhen and Shanghai A-share listed firms from 2006 to 2021. After excluding financial industry firms, special treatment entities, and observations with missing financial data, we obtain a final sample of 11,941 firm-year observations. Province-level urban alcohol consumption expenditure and disposable income data for 2006–2012 are obtained from the China National Statistical Yearbook, while 2013–2021 data are sourced from the SRIT DRCNET database. Firm-level data come from the China Stock Market and Accounting Research database. We winsorize all continuous variables at the 1st and 99th percentiles to mitigate outlier effects.
DOI: 10.34740/kaggle/dsv/12480255
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.bwt8d9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamagrostis villosa hypathera, Calamagrostis villosa krupae, Calamagrostis villosa mutica, Calamagrostis villosa nutans, Calamagrostis villosa pallescens, Calamagrostis villosa pilosa, Calamagrostis villosa pseudolanceolata, Calamagrostis villosa pulchella, Calamagrostis villosa subgeniculata, Deyeuxia halleriana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019153-250711103210423/datasets/export for details.
DOI: 10.15468/dl.m4cahd
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterocarpus angolensis",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 580 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019155-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yrms2v89p7
title: Mixed fault dataset of bearings and gearboxes under variable operating conditions

description: Bearings and gears, as key rotating components, are prone to damage when operating under varying conditions with heavy loads, leading to equipment chain failures. In response to the demand for health monitoring based on vibration signals, this paper has constructed a vibration signal dataset for multiple fault types under varying operating conditions: the bearing dataset covers single faults such as inner ring, outer ring, rolling elements, and cage, as well as combined faults of inner and outer rings; the gearbox dataset includes typical defects such as tooth surface wear, broken teeth, and eccentricity; an additional mixed fault dataset of bearings and gearboxes is also provided. These datasets simulate real industrial scenarios through multiple dimensions, aiming to provide a reliable verification benchmark for intelligent diagnostic algorithms and improve the fault identification accuracy and model generalization ability under complex operating conditions.
DOI: 10.17632/yrms2v89p7.1
title: Mixed fault dataset of bearings and gearboxes under variable operating conditions

description: Bearings and gears, as key rotating components, are prone to damage when operating under varying conditions with heavy loads, leading to equipment chain failures. In response to the demand for health monitoring based on vibration signals, this paper has constructed a vibration signal dataset for multiple fault types under varying operating conditions: the bearing dataset covers single faults such as inner ring, outer ring, rolling elements, and cage, as well as combined faults of inner and outer rings; the gearbox dataset includes typical defects such as tooth surface wear, broken teeth, and eccentricity; an additional mixed fault dataset of bearings and gearboxes is also provided. These datasets simulate real industrial scenarios through multiple dimensions, aiming to provide a reliable verification benchmark for intelligent diagnostic algorithms and improve the fault identification accuracy and model generalization ability under complex operating conditions.
DOI: 10.17632/6p7bsmb4py
title: SME Export Performance Review Data (2015–2025)

description: This dataset supports the article titled "Internal–External Drivers and Research Trends on the Export Performance of SMEs: A Systematic Literature Review Study 2015–2025". It contains the core materials used in a systematic literature review conducted over the period 2015 to 2025.

The dataset includes two files:

Articles Summary.xlsx
A structured summary of 40 peer-reviewed articles published in reputable journals indexed by Scopus. The file includes key metadata such as author(s), year of publication, journal name, country, research method, studied variables, theoretical framework, and main findings related to SME export performance.

Result of the Watase UAKE Tool - Prisma Report.docx
This document presents the article screening and selection process based on the PRISMA methodology, facilitated by the Watase UAKE Tool. It provides a transparent, systematic, and replicable account of the inclusion and exclusion steps.

This dataset is a valuable resource for researchers conducting systematic literature reviews, particularly in the areas of SME internationalization, export performance drivers, and research trends in business and management.
DOI: 10.15468/dl.a2bdqg
title: Occurrence Download

description: A dataset containing 33363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33363 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019152-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.