cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7f4bhk
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ichthyodiversity in southeastern Arabian Peninsula: Annotated checklist taxonomy, short description and distribution of Inland fishes of Oman"
 ]
}

 The dataset includes 67 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005058-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7jjdp
title: Occurrence Download

description: A dataset containing 110442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-111.68545 33.53031,-111.63406 33.53188,-111.64071 33.56438,-111.68694 33.56177,-111.68545 33.53031))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 110442 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005038-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agd29y
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoetes cipoensis"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005060-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czbpfy
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Rhododendron neriiflorum"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005061-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kwxg5
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Checklist of vespid wasps (Hymenoptera: Vespidae) of Goa, India, with new records and a key to species"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005062-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fs94y
title: Occurrence Download

description: A dataset containing 2593837 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 2023 Contributions of Plant Specimen Data inside China"
 ]
}

 The dataset includes 2593837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005057-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa3wa6
title: Occurrence Download

description: A dataset containing 14154340 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 14154340 records from 7422 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005047-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2k7m9f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes microlepis Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.9648 1.8496,26.9648 1.8496,26.9648 -7.1504,35.9648 -7.1504,35.9648 1.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010671-250525065834625/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2n7yhc
title: CCDC 2450503: Experimental Crystal Structure Determination

description: Related Article: T. Das Gupta, J. Guite, L.W. Hirt, X. Zhang, J.P. Donahue|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|534|doi:10.1107/S2056989025004293
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n8myj
title: CCDC 2451168: Experimental Crystal Structure Determination

description: Related Article: F.I. Guseinov, T. Hökelek, K.A. Afanaseva, E.V. Shuvalova, L.M. Glukhov, A.I. Samigullina, A.N. Belay|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|538|doi:10.1107/S2056989025004359
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.d6nqr3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera etrusca",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049431-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/26ycvwj5d9
title: K–12 Participatory Science in Ecological Monitoring: Dataset from a Systematic Literature Review

description: This dataset contains the results of a systematic literature review (SLR) analyzing 72 empirical studies on participatory science (also known as citizen science or community-based monitoring) involving K–12 students. The review focused on ecological monitoring projects related to biodiversity and environmental factors conducted between 2006 and 2025.

Each record represents one study and includes information such as publication year, country, education level, project type, participation model (contributory, collaborative, or co-created), scientific and educational goals, tools used, community involvement, and major findings. The dataset was created as part of the research “Participatory Science for K–12 Students: A Systematic Review of Ecological Monitoring Program Design and Implementation.”

The data extraction followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Analytical coding was guided by Cultural–Historical Activity Theory (CHAT), focusing on six core components: subjects, objects, tools, rules, community, and division of labor.

This dataset can be used to examine patterns in participatory science program design, identify educational and scientific outcomes, and explore trends across regions and school levels. It is particularly useful for researchers in science education, environmental education, and citizen science program design.

Data Format: Excel spreadsheet (.xlsx)
DOI: 10.17632/26ycvwj5d9.2
title: K–12 Participatory Science in Ecological Monitoring: Dataset from a Systematic Literature Review

description: This dataset contains the results of a systematic literature review (SLR) analyzing 72 empirical studies on participatory science (also known as citizen science or community-based monitoring) involving K–12 students. The review focused on ecological monitoring projects related to biodiversity and environmental factors conducted between 2006 and 2025.

Each record represents one study and includes information such as publication year, country, education level, project type, participation model (contributory, collaborative, or co-created), scientific and educational goals, tools used, community involvement, and major findings. The dataset was created as part of the research “Participatory Science for K–12 Students: A Systematic Review of Ecological Monitoring Program Design and Implementation.”

The data extraction followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Analytical coding was guided by Cultural–Historical Activity Theory (CHAT), focusing on six core components: subjects, objects, tools, rules, community, and division of labor.

This dataset can be used to examine patterns in participatory science program design, identify educational and scientific outcomes, and explore trends across regions and school levels. It is particularly useful for researchers in science education, environmental education, and citizen science program design.

Data Format: Excel spreadsheet (.xlsx)
DOI: 10.15468/dl.eefjxq
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-106.0188 20.69913, -105.8688 20.69913, -105.8688 20.84913, -106.0188 20.84913, -106.0188 20.69913))"
 ]
}

 The dataset includes 60 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031860-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vryhr6gcxr
title: Are ghost forests a substantial source of methane from reservoirs?
DOI: 10.17632/vryhr6gcxr.1
title: Are ghost forests a substantial source of methane from reservoirs?
DOI: 10.17632/y8dtnj36w6
title: AI integration

description: The effect of AI Integration Perception on Job Satisfaction and Turnover Intention: The Mediating Role of Psychological Safety
DOI: 10.17632/y8dtnj36w6.1
title: AI integration

description: The effect of AI Integration Perception on Job Satisfaction and Turnover Intention: The Mediating Role of Psychological Safety
DOI: 10.15468/dl.r82maj
title: Occurrence Download

description: A dataset containing 18012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus fullonum",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year 1980-2025",
 {
 "or" : [
 "StateProvince is null",
 "StateProvince is Bayern"
 ]
 }
 ]
}

 The dataset includes 18012 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031861-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gnbrmncgs9
title: Study on one-dimensional creep characteristics, model of Q3 compacted loess and settlement calculation of loess high fill

description: Data for "Study on one-dimensional creep characteristics, model of Q3 compacted loess and settlement calculation of loess high fill"
DOI: 10.17632/gnbrmncgs9.1
title: Study on one-dimensional creep characteristics, model of Q3 compacted loess and settlement calculation of loess high fill

description: Data for "Study on one-dimensional creep characteristics, model of Q3 compacted loess and settlement calculation of loess high fill"
DOI: 10.17632/8j2p29hnbv
title: EMG Dataset for Muscle Fatigue Analysis in Biceps and Triceps

description: The dataset consists of electromyographic (EMG) and arm movement signals from amateur athletes. The EMG signals were acquired with an EMG OYMotion electronic device from the company DFRobot, plus the application of additional stages of conditioning, amplification and digital noise filtering during each measurement, in order to analyze the states of muscle Fatigue and non-Fatigue in biceps and triceps. The other arm movement signals were acquired with a reference 3-axis analog coordinate measurement instrument ADXL335 GY61 (accelerometer and gyroscope). The "BBDD_EMG_Accel" folder contains a file titled "Dataset_labels" with the demographic, somatic and motor information of the 30 participants (25 men and 5 women between 17 and 32 years of age). The other files in this same folder are the signals obtained from each of the subjects, coded from 'Suj' number 1 to number 30. The letter 'B1' and 'T1' are the initial letters of the Biceps and Triceps muscles to indicate the measurement signal obtained in each muscle respectively, and the number that accompanies that letter is to indicate that it was taken in 1: right arm or, 2: left arm. The first row of the data file contains in text format, the name of each column, in this way 4 columns are presented with information in integer format without decimal, where the first column corresponds to the EMG signal, followed by 3 related columns with the 3 coordinate axes (X, Y, Z axis) of the accelerometer, also in integer format without decimal, but with sign, and with a sampling frequency of 1 second. The complementary file titled "ManualSegmentation" seen on the outside, in its first column shows in text format the encoded file names of all the acquired signals, and in its first row in text format the abbreviations PI_1, PF_1, ..., PF_4, to indicate the start and end points of the segments of the exercise series in integer format without decimal, which in later publications were used to train a binary classifier of the Fatigue state.
DOI: 10.17632/8j2p29hnbv.1
title: EMG Dataset for Muscle Fatigue Analysis in Biceps and Triceps

description: The dataset consists of electromyographic (EMG) and arm movement signals from amateur athletes. The EMG signals were acquired with an EMG OYMotion electronic device from the company DFRobot, plus the application of additional stages of conditioning, amplification and digital noise filtering during each measurement, in order to analyze the states of muscle Fatigue and non-Fatigue in biceps and triceps. The other arm movement signals were acquired with a reference 3-axis analog coordinate measurement instrument ADXL335 GY61 (accelerometer and gyroscope). The "BBDD_EMG_Accel" folder contains a file titled "Dataset_labels" with the demographic, somatic and motor information of the 30 participants (25 men and 5 women between 17 and 32 years of age). The other files in this same folder are the signals obtained from each of the subjects, coded from 'Suj' number 1 to number 30. The letter 'B1' and 'T1' are the initial letters of the Biceps and Triceps muscles to indicate the measurement signal obtained in each muscle respectively, and the number that accompanies that letter is to indicate that it was taken in 1: right arm or, 2: left arm. The first row of the data file contains in text format, the name of each column, in this way 4 columns are presented with information in integer format without decimal, where the first column corresponds to the EMG signal, followed by 3 related columns with the 3 coordinate axes (X, Y, Z axis) of the accelerometer, also in integer format without decimal, but with sign, and with a sampling frequency of 1 second. The complementary file titled "ManualSegmentation" seen on the outside, in its first column shows in text format the encoded file names of all the acquired signals, and in its first row in text format the abbreviations PI_1, PF_1, ..., PF_4, to indicate the start and end points of the segments of the exercise series in integer format without decimal, which in later publications were used to train a binary classifier of the Fatigue state.
DOI: 10.17632/zz3m7y3973
title: Design of a Low-Cost, Portable Blower-Based Breath Simulator Using 3D Printing for Respiratory Research and Education

description: In contemporary times, as air pollution becomes increasingly severe, the challenge for healthcare in addressing respiratory-related diseases has become more urgent than ever. To assist in researching the domain of medical equipment and education training, this paper aims to create a blower-based breath simulator (BBS) for the physiological processes of spontaneous breathing by using low-cost materials and easy-to-build hardware. Specifically, the BBS focuses on providing a representation of breathing patterns, lung compliance, and airway resistance. Notably, the BBS is built on a portable 3D printable components-based structure designed for fast installation, offering direct control of breathing modes, and can be operated for a long time. Besides, the experimental test is built according to ISO 806601-2-79:2018, with testing on a dual adult training test lung from Michigan Instruments for peak inspiratory pressure, respiratory rate, positive end-expiratory pressure, tidal volume, proximal pressure, lung pressure, and demonstrating repeatability. As a result, the BBS meets initial design criteria, which comprise being lightweight, approximately 1.5 kg for the ventilator unit, and low cost, around $650 per unit, fast production time, approximately 100 continuous hours for 3D printing, and 105 hours in total for the complete trial process.
DOI: 10.17632/zz3m7y3973.3
title: Design of a Low-Cost, Portable Blower-Based Breath Simulator Using 3D Printing for Respiratory Research and Education

description: In contemporary times, as air pollution becomes increasingly severe, the challenge for healthcare in addressing respiratory-related diseases has become more urgent than ever. To assist in researching the domain of medical equipment and education training, this paper aims to create a blower-based breath simulator (BBS) for the physiological processes of spontaneous breathing by using low-cost materials and easy-to-build hardware. Specifically, the BBS focuses on providing a representation of breathing patterns, lung compliance, and airway resistance. Notably, the BBS is built on a portable 3D printable components-based structure designed for fast installation, offering direct control of breathing modes, and can be operated for a long time. Besides, the experimental test is built according to ISO 806601-2-79:2018, with testing on a dual adult training test lung from Michigan Instruments for peak inspiratory pressure, respiratory rate, positive end-expiratory pressure, tidal volume, proximal pressure, lung pressure, and demonstrating repeatability. As a result, the BBS meets initial design criteria, which comprise being lightweight, approximately 1.5 kg for the ventilator unit, and low cost, around $650 per unit, fast production time, approximately 100 continuous hours for 3D printing, and 105 hours in total for the complete trial process.
DOI: 10.17632/fb6h2pp88h.2
title: Supporting Information for JGR-Solid Earth by Lin Chengfa

description: This Supporting Information mainly comprises datasets of isotopic geochronological (zircon U-Pb and single mineral 40Ar-39Ar) and lithostratigraphic data for Mesozoic strata in the Yanshan belt (Table S1), attitude data supporting the dip-distance relationship in growth strata in the Gan’goumen profile (Table S2), zircon U-Pb data from three newly obtained samples (Table S3), timing and deformational data for 28 mesoscopic structures (Table S4), and geochronological, geochemical, and isotopic data for Mesozoic plutons (Table S5). Most data were extracted from previously reported papers during writing of the manuscript (ca. 2022-2024) by the authors (Table S1 and Table S4-S5). Some data were created during this project (ca. 2019-2022) by authors (Table S2-S3).
DOI: 10.17632/y65wdpd93x
title: Maximum precipitation with different durations in Goiania for 2012-2025

description: This file contains the highest precipitation recorded in Goiânia from 2012 to 2025, for durations ranging from 5 to 144 minutes. The data is provided in a Matlab file.
DOI: 10.17632/y65wdpd93x.1
title: Maximum precipitation with different durations in Goiania for 2012-2025

description: This file contains the highest precipitation recorded in Goiânia from 2012 to 2025, for durations ranging from 5 to 144 minutes. The data is provided in a Matlab file.
DOI: 10.17632/trrcrgzg75
title: research data

description: FrictionCoefficient.xlsx contains tire-pavement friction coefficient data measured across various road surface conditions and vehicle traveling speeds. 
VisibleDistance.xlsx presents maximum visibility distance measurements under varying atmospheric and environmental conditions.
WaterFilmDepth.xlsx documents water film thickness measurements on road surfaces.
DOI: 10.17632/trrcrgzg75.1
title: research data

description: FrictionCoefficient.xlsx contains tire-pavement friction coefficient data measured across various road surface conditions and vehicle traveling speeds. 
VisibleDistance.xlsx presents maximum visibility distance measurements under varying atmospheric and environmental conditions.
WaterFilmDepth.xlsx documents water film thickness measurements on road surfaces.
DOI: 10.17632/jfgy7yfcx8.5
title: Data for Manuscript "Dynamical Mechanism of Rossby Waves in Triggering Equilibrium State Transitions within the Mindanao-New Guinea Confluence"

description: The modeled output data used in the paper entitled "Dynamical Mechanism of Rossby Waves in Triggering Equilibrium State Transitions within the Mindanao-New Guinea Confluence"
which has been submiited to Journal of Geophysical Research:Oceans. 
It should be mentioned that the full data of model ouputs needs a huge stroage up to 3TB, thus here the data only contains the data that can be used to reproduce the figures in the paper.
DOI: 10.15468/dl.rhpd5p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aulonocara stuartgranti",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031862-251025141854904/datasets/export for details.
DOI: 10.17632/49c8zc366z
title: Data & Code (Bridging divides with data: Open government data and ESG rating divergence)

description: This zip file provides the data, code, and necessary instructions for reproducing the main empirical results (including tables and figures) of the paper titled “Bridging divides with data: Open government data and ESG rating divergence”.
DOI: 10.17632/49c8zc366z.1
title: Data & Code (Bridging divides with data: Open government data and ESG rating divergence)

description: This zip file provides the data, code, and necessary instructions for reproducing the main empirical results (including tables and figures) of the paper titled “Bridging divides with data: Open government data and ESG rating divergence”.
DOI: 10.15468/dl.gazt5n
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.8688 20.69913, -105.7188 20.69913, -105.7188 20.84913, -105.8688 20.84913, -105.8688 20.69913))"
 ]
}

 The dataset includes 270 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031863-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nbtx6zhm26.1
title: Carbon sequestration and spatiotemporal characteristics of microbial communities in karst wetland soils revealed by metagenomic analysis

description: These are the raw data of metagenomic binning, basic soil physical and chemical properties, and soil-related enzyme activities in this study. For details of the sequencing data, please refer to the link.