cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jnyhnyxmcw
title: Bibliometric Database for Improvement Methods of Wooden Musical Instruments

description: This study establishes a bibliometric database for wooden instrument improvement methods, integrating multidisciplinary research achievements through a systematic literature review approach to reveal the comprehensive research landscape of wood acoustic performance enhancement. The database sources 1,983 original articles from four authoritative platforms, including Web of Science and Scopus, and employs a PRISMA-compliant four-tier screening process to ultimately include 51 high-quality publications. Its data architecture spans three dimensions—metadata (title/author/year/journal), research content (experimental methods/core themes), and influencing factors (theoretical mechanisms/structural parameters)—leveraging Zotero-VOSviewer-CiteSpace analytical tools for quantitative analysis. It specifically focuses on the acoustic vibration parameter system of wood, encompassing seven key indicators such as specific dynamic elastic modulus and acoustic radiation quality constant, while integrating interdisciplinary improvement methods including physical treatments (thermal aging), chemical modifications (acetylation), and biotechnologies (microbial fermentation). Validated by 90.2% coding consistency and 0.98 reliability, the database precisely maps the field’s evolutionary trajectory from traditional craftsmanship to AI simulation and sustainable material development. It provides data-driven support to resolve the conflict between scarce premium wood resources and acoustic quality enhancement, advancing the digital and ecological transformation of wood-based instrument manufacturing.
DOI: 10.17632/jnyhnyxmcw.1
title: Bibliometric Database for Improvement Methods of Wooden Musical Instruments

description: This study establishes a bibliometric database for wooden instrument improvement methods, integrating multidisciplinary research achievements through a systematic literature review approach to reveal the comprehensive research landscape of wood acoustic performance enhancement. The database sources 1,983 original articles from four authoritative platforms, including Web of Science and Scopus, and employs a PRISMA-compliant four-tier screening process to ultimately include 51 high-quality publications. Its data architecture spans three dimensions—metadata (title/author/year/journal), research content (experimental methods/core themes), and influencing factors (theoretical mechanisms/structural parameters)—leveraging Zotero-VOSviewer-CiteSpace analytical tools for quantitative analysis. It specifically focuses on the acoustic vibration parameter system of wood, encompassing seven key indicators such as specific dynamic elastic modulus and acoustic radiation quality constant, while integrating interdisciplinary improvement methods including physical treatments (thermal aging), chemical modifications (acetylation), and biotechnologies (microbial fermentation). Validated by 90.2% coding consistency and 0.98 reliability, the database precisely maps the field’s evolutionary trajectory from traditional craftsmanship to AI simulation and sustainable material development. It provides data-driven support to resolve the conflict between scarce premium wood resources and acoustic quality enhancement, advancing the digital and ecological transformation of wood-based instrument manufacturing.
DOI: 10.6084/m9.figshare.28163228
title: Spotibot (Rose)

description: Image samples accompanying the publication "Spotibot: Rapid scoring of Botrytis lesions on rose petals using deep learning and mobile computing"Image acquisition devices:Samsung Galaxy A52Xiaomi Poco X3 ProDatasets:Rose petals on dishes (polygon and bounding boxes; COCO format)Rose petals with Botrytis (polygon and bounding boxes; COCO format)<br><br>
DOI: 10.15468/dl.ceas9v
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthopagrus taiwanensis Iwatsuki & Carpenter, 2006",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002233-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2hyfhfnrnp.1
title: One-Pot Dual Protein Labelling for Simultaneous Mechanical and Fluorescent Readouts in Optical Tweezers

description: Data accompanying manuscript "One-Pot Dual Protein Labelling for Simultaneous Mechanical and Fluorescent Readouts in Optical Tweezers"
DOI: 10.17632/wbwfnvps6j.1
title: The temporal distribution of the number of infected individuals when the population size varies

description: The first to third rows represent 500, 1000, and 1500 households, corresponding to population sizes of 1230, 2460, and 3690 people, respectively.
DOI: 10.17632/kb3b2zympk.1
title: Tectonic evolution of the Mudanjiang Ocean: Petrological, geochemical and geochronological insights from blueschists of the Heilongjiang Complex
DOI: 10.17632/kb3b2zympk.2
title: Metamorphic evolution of blueschists in the Heilongjiang Complex: Implications for the subdction history of the Mudanjiang Ocean

description: The Heilongjiang Complex in northeast China (NE China) separates the Jiamusi and Songliao blocks and marks the suture zone of the former Mudanjiang Ocean, as evidenced by a variety of oceanic basalt-derived blueschists. Understanding the opening and closure of the Mudanjiang Ocean is crucial tounravelling the tectonic transition from the final amalgamation of the Central Asian Orogenic Belt (CAOB) to the onset of the Paleo-Pacific subduction. In this study, we investigate epidote-ferroglaucophane (Ep-Fgl) and garnet-ferrobarroisite (Grt-Fbrs) schists from the Yilan area of the Heilongjiang Complex through petrological, mineralogical, thermodynamic modelling, whole-rock geochemical, and geochronological analyses. The Ep-Fgl schists preserve a peak assemblage of ferroglaucophane + epidote + chlorite + clinopyroxene + phengite + titanite with peak P–T conditions of 13.5–15.8 kbar and 458–495 °C. On the other hand the Grt-Fbrs schists exhibit a peak assemblage of garnet + glaucophane/ferroglaucophane + lawsonite + chlorite + phengite + rutile ± clinopyroxene ± titanite, deriving peak P–T conditions of 16.3–18.3 kbar and 457–475 °C. Both types of schist record similar clockwise P–T paths, with three metamorphic stages: a peak epidote-to-lawsonite blueschist-facies stage, a post-peak decompression stage in the epidote amphibolite-facies, and a late greenschist-facies overprint stage. The Ep-Fgl schists display alkaline OIB-like geochemical affinities, while the Grt-Fbrs schists show tholeiitic MORB-like characteristics, suggesting that the protoliths represent fragments of the Mudanjiang oceanic crust. Magmatic zircon grains from Ep-Fgl schists yield protolith ages of 275.9 ± 0.8 Ma and 279.7 ± 1.1 Ma, whereas zircon of Grt-Fbrs schists document protolith ages of 249.4 ± 1.7 Ma and 248.3 ± 1.7 Ma, indicating that the Mudanjiang Ocean existed since at least the early Permian. Reconstruction of the metamorphic P–T evolution, combined with previous magmatic and metamorphic age data from rocks of the Heilongjiang Complex and of adjacent tectonic units suggests that subduction of the Mongol-Okhotsk Ocean beneath the eastern Jiamusi Block before the early Permian induced back-arc extension, leading to the opening of the Mudanjiang Ocean. The subduction and eventual closure of the Mudanjiang Ocean occurred between the early Triassic and middle Jurassic, driven by a regional stress regime shift caused by the westward subduction of the Paleo-Pacific Plate beneath Eurasia.
DOI: 10.17632/kb3b2zympk.3
title: Metamorphic evolution of blueschists in the Heilongjiang Complex: Implications for the subduction history of the Mudanjiang Ocean

description: The Heilongjiang Complex in northeast China (NE China) separates the Jiamusi and Songliao blocks and marks the suture zone of the former Mudanjiang Ocean, as evidenced by a variety of oceanic basalt-derived blueschists. Understanding the closure history of the Mudanjiang Ocean is crucial to unravelling the tectonic transition from the final amalgamation of the Central Asian Orogenic Belt (CAOB) to the onset of the Paleo-Pacific subduction. In this study, we investigate epidote-ferroglaucophane (Ep-Fgl) and garnet-ferrobarroisite (Grt-Fbrs) schists from the Yilan area of the Heilongjiang Complex through petrological, mineralogical, thermodynamic modelling, whole-rock geochemical, and geochronological analyses. The Ep-Fgl schists preserve a peak assemblage of ferroglaucophane + epidote + chlorite + clinopyroxene + phengite + titanite with peak P–T conditions of 13.5–15.8 kbar and 458–495 °C. On the other hand, the Grt-Fbrs schists exhibit a peak assemblage of garnet + glaucophane/ferroglaucophane + lawsonite + chlorite + phengite + rutile ± clinopyroxene ± titanite, deriving peak P–T conditions of 16.4–18.3 kbar and 457–475 °C. Both types of schist record similar clockwise P–T paths, with three metamorphic stages: a peak epidote-to-lawsonite blueschist-facies stage, a post-peak decompression stage in the epidote amphibolite-facies, and a late greenschist-facies overprint stage. The Ep-Fgl schists display alkaline OIB-like geochemical affinities, while the Grt-Fbrs schists show tholeiitic MORB-like characteristics, suggesting that the protoliths represent fragments of the Mudanjiang oceanic crust. Magmatic zircon grains from Ep-Fgl schists yield protolith ages of 276 ± 1 Ma and 280 ± 1 Ma, whereas zircon of Grt-Fbrs schists document protolith ages of 249 ± 2 Ma and 248 ± 2 Ma, indicating that the Mudanjiang Ocean existed since at least the early Permian. Reconstruction of the metamorphic P–T evolution, combined with previous magmatic and metamorphic age data from rocks of the Heilongjiang Complex and of adjacent tectonic units suggests that the subduction and eventual closure of the Mudanjiang Ocean occurred between the late Triassic and middle Jurassic, driven by a regional stress regime shift caused by the westward subduction of the Paleo-Pacific Plate beneath Eurasia.
DOI: 10.5519/qd.5yxvqpqm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5927869 records)
DOI: 10.15468/dl.b6qzd8
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "ScientificName is Cryptogramma crispa (L.) R.Br.",
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 158 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002236-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywuhvu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pagrus auratus (Forster, 1801)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002235-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4fs4m
title: Occurrence Download

description: A dataset containing 621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.41_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Coluber constrictor Linnaeus, 1758"
 ]
}

 The dataset includes 621 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002237-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea5dxa
title: Occurrence Download

description: A dataset containing 19633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Alosa fallax (Lacepède, 1803)"
 ]
}

 The dataset includes 19633 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002238-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mvjhmhhrkj.1
title: Optimization of water network control through the minimization of local power demand

description: Results of the optimization
DOI: 10.17632/wrbc7ng3cn.1
title: River Flows Past Bridges: A Comparison of 3D Smoothed Particle Hydrodynamics and 2D Shallow Water Equations Models: Processed data

description: Processed depth and pressure data form SWE and SPH study of flow experimental and real world past bridges
DOI: 10.15468/dl.auedth
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysophrys major Temminck & Schlegel, 1843",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002239-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh9jcj
title: Occurrence Download

description: A dataset containing 1264 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Banco de Germoplasma de Especies Nativas del Instituto de Ecologia y Ambiente Humano - UNSA- Arg"
 ]
}

 The dataset includes 1264 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002240-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpf3kn
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus catappifolia Kunth & C.D.Bouché"
 ]
}

 The dataset includes 231 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002241-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4k2h2b
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Octopus sinensis d'Orbigny, 1834",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002242-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3fsd28chjs.1
title: Supplementary Material for Pharmacodynamic Modeling of Cinacalcet in Secondary Hyperparathyroidism: Efficacy and Influencing Factors Analysis

description: Supplementary Material for manuscript entitled "Pharmacodynamic Modeling of Cinacalcet in Secondary Hyperparathyroidism: Efficacy and Influencing Factors Analysis"
DOI: 10.21227/vrwj-bc48
title: DALHOUSIE NIMS LAB ATTACK DATASET 2025

description: DALHOUSIE NIMS LAB ATTACK IOT DATASET 2025-1 dataset comprises of four prevalent types attacks, namely Portscan, Slowloris, Synflood, and Vulnerability Scan, on nine distinct Internet of Things (IoT) devices. These attacks are very common on the IoT eco-systems because they often serve as precursors to more sophisticated attack vectors. By analyzing attack vector traffic characteristics and IoT device responses, our dataset will aid to shed light on IoT eco-system vulnerabilities. A Raspberry Pi was utilized to launch the attacks, targetting the devices in a controlled environment and each attack lasted 50 minutes.Each device's traffic of an attack is stored in individual .pcap files. For our research, we extract flows from these .pcap files using Tranalyzer2 flow analysis tool.. Within this folder, you will find folders named after each attack, each containing the nine device name along with attack type. These states are detailed through pcap files, labelled as attack_device.pcap. All captures were conducted using IEEE 802.11 (Wi-Fi) in 2.4GHz channels.Comprehensive details regarding our setup and methodology are provided in our paper. Notably, all captured data has attack signatures.
DOI: 10.15468/dl.fsvvty
title: Occurrence Download

description: A dataset containing 2692 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus crocata (Miq.) Mart. ex Miq."
 ]
}

 The dataset includes 2692 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002243-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t5gg2
title: Occurrence Download

description: A dataset containing 4034 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus elastica Roxb."
 ]
}

 The dataset includes 4034 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002244-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xw45438phj.1
title: Replication package for: High-Stakes Failures of Backward Induction

description: This archive contains all files that are necessary to reproduce the empirical results in the paper High-Stakes Failures of Backward Induction, published in Games and Economic Behavior.
DOI: 10.15468/dl.az6zz9
title: Occurrence Download

description: A dataset containing 3263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus exasperata Vahl"
 ]
}

 The dataset includes 3263 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002245-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6j3mc3z293.1
title: Pro-environmental behaviour at work: the psychological and social drivers behind recycling in the workplace

description: The data were analysed using structural equation modelling (SEM), which explored the relationships between values, beliefs, norms, and recycling behaviour; and explained 18% of the variance in recycling behaviour. The study found that biospheric values significantly predicted environmental beliefs; whilst environmental beliefs influenced personal norms. In turn, personal norms were found to predict recycling behaviour in the workplace. However, neither global norms nor organisational norms predicted personal norms or recycling behaviour. The findings suggest that psychological drivers are more influential in determining recycling behaviour than social norms, supporting the value-belief-norm theory.
DOI: 10.17632/9bf7b4mdcp.1
title: Unconfined compression tests data sets

description: Those data are from USC test. the test results are presented with respect to curing time (the file called UCS test results). Several graphs are plotted to find the relation between them. Also the by which we decide the elastic modules are also available here, the file name after E50. The soil we used during the tests, soils index properties are available at gradation curve file. in addition, we go for machine learning approach so the input those what we used for machine learning are also available in file called Regression.
DOI: 10.15468/dl.akdq93
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anathallis colnagoi (Pabst) F.Barros & L.R.S.Guim."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002247-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgs55r
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Octopus vulgaris Cuvier, 1797",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002246-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ks44dmkgnj.1
title: Influence of previous Zika virus infection on acute dengue episode

description: It is a dataset related to 2019 dengue outbreak.
DOI: 10.15468/dl.xbvyj8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salix rosmarinifolia f. argyrotricha Borbás, Salix rosmarinifolia var. rosmarinifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to January",
 "Month is less than or equal to September"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002248-250127130748423/datasets/export for details.
DOI: 10.17632/s5j25b5tjk.1
title: Bengali Vocal Spectrum (BVS): A Bengali Voice Dataset for Psychological Stability Analysis

description: The Bengali Vocal Spectrum (BVS) dataset is a valuable resource for psychological stability analysis, featuring 85 audio recordings in the Bengali language, totaling approximately 4.65 hours. The dataset is divided into two groups: 43 recordings (2.63 hours) from psychologically unstable patients and 42 recordings (2.02 hours) from psychologically stable individuals. These recordings were collected at Pabna Mental Hospital, Pabna, and National Institute of Mental Health & Hospital, Dhaka. The dataset was compiled with a firm commitment to ethical standards, including obtaining all necessary permissions and ensuring the confidentiality and anonymity of all participants. The data was meticulously preprocessed using Audacity software to normalize the volume, remove background noise, and ensure clarity, with each file saved in .wav format at a 48000 Hz sample rate. Spectrogram images are in a separate folder and segmented into 2-second clips from the audio data for signal processing techniques, enhancing the utility of the dataset for machine learning applications. Researchers can utilize this dataset to develop or refine algorithms that assess psychological stability based on vocal characteristics. The data's format and quality also make it suitable for advanced signal processing tasks, which could lead to new insights into the acoustic markers associated with psychological conditions.