cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27004850
title: Development of a method to evaluate strain in weld solidification using in-situ observations with high-brightness synchrotron X-rays

description: Welding is a crucial joining technique used in various industrial fields. Recently, we developed an in-situ observation technique using high-brightness synchrotron X-rays to observe the formation of weld solidification microstructures. This study proposes a new method to evaluate the strain distribution and strain history of weld solidification zones using time-series in-situ images. The in-situ images were obtained using the beamline at SPring-8, and we employed an Fe-15Mn-10Cr-8Ni-4Si alloy (in mass%) developed for seismic dampers that is prone to solidification cracking during welding. The strain distribution obtained using the proposed method is compared with that calculated using the template matching method, and its effectiveness is verified. The obtained strain distribution corresponds to known findings, showing a consistent distribution regardless of the resolution of the in-situ images. The proposed method is useful for detailed strain evaluations in weld solidification zones and is expected to become a new tool for future research aimed at understanding solidification cracking, residual stress, and residual deformation in welding technologies. A method was developed to evaluate strain distribution and history in weld solidification using synchrotron X-rays. This method is expected to become a new tool for understanding welding phenomena.
DOI: 10.6084/m9.figshare.27004850.v1
title: Development of a method to evaluate strain in weld solidification using in-situ observations with high-brightness synchrotron X-rays

description: Welding is a crucial joining technique used in various industrial fields. Recently, we developed an in-situ observation technique using high-brightness synchrotron X-rays to observe the formation of weld solidification microstructures. This study proposes a new method to evaluate the strain distribution and strain history of weld solidification zones using time-series in-situ images. The in-situ images were obtained using the beamline at SPring-8, and we employed an Fe-15Mn-10Cr-8Ni-4Si alloy (in mass%) developed for seismic dampers that is prone to solidification cracking during welding. The strain distribution obtained using the proposed method is compared with that calculated using the template matching method, and its effectiveness is verified. The obtained strain distribution corresponds to known findings, showing a consistent distribution regardless of the resolution of the in-situ images. The proposed method is useful for detailed strain evaluations in weld solidification zones and is expected to become a new tool for future research aimed at understanding solidification cracking, residual stress, and residual deformation in welding technologies. A method was developed to evaluate strain distribution and history in weld solidification using synchrotron X-rays. This method is expected to become a new tool for understanding welding phenomena.
DOI: 10.6084/m9.figshare.27324112
title: Hearing atoms hopping in a crystalline ionic conductor

description: Molecular dynamics (MD) simulations study the trajectories of hundreds of atoms over tens of thousands of steps. Atom hops in crystalline ionic conductors are distinguishable events between discrete and well-defined sites in the crystal. A procedure to sonify information on such atom hops was developed. Changes in atom coordinate values are converted to a non-negative hopping signal, and sudden changes caused by hopping are detected as peaks in the signal. Atom hops can be ‘heard’ by using the hopping signal as an envelope of an arbitrary audio signal. Identifying where, when and how often atoms hop is much easier using audio information compared to using a video image of moving atoms. Superimposing sounds with different frequencies provide information on the hopping of different groups of atoms, and translating imperceptible scientific phenomena into a piece of appealing artistic audio performance may be appraised by the general public. Atom hopping behavior in a crystalline ion conductor is converted to an audio signal.
DOI: 10.6084/m9.figshare.27324112.v1
title: Hearing atoms hopping in a crystalline ionic conductor

description: Molecular dynamics (MD) simulations study the trajectories of hundreds of atoms over tens of thousands of steps. Atom hops in crystalline ionic conductors are distinguishable events between discrete and well-defined sites in the crystal. A procedure to sonify information on such atom hops was developed. Changes in atom coordinate values are converted to a non-negative hopping signal, and sudden changes caused by hopping are detected as peaks in the signal. Atom hops can be ‘heard’ by using the hopping signal as an envelope of an arbitrary audio signal. Identifying where, when and how often atoms hop is much easier using audio information compared to using a video image of moving atoms. Superimposing sounds with different frequencies provide information on the hopping of different groups of atoms, and translating imperceptible scientific phenomena into a piece of appealing artistic audio performance may be appraised by the general public. Atom hopping behavior in a crystalline ion conductor is converted to an audio signal.
DOI: 10.6084/m9.figshare.27324110
title: Predicting the surface roughness of an electrodeposited copper film using a machine learning technique

description: Electrodeposition-based metal coating techniques are used to manufacture various industrial products and rely on the quantitative control of the physical properties of the coating layers, such as electrical conductivity, surface roughness, and hardness. To clarify the experimental conditions required to realize the desired physical properties of metal coating layers and shed light on the complex mechanism of the involved reactions, we prepared a custom-built experimental dataset (60 conditions) on the surface roughness of electrodeposited thin copper films and submitted it to an open-access data repository. Data-driven analysis revealed that surface roughness is strongly affected by the deposition temperature, current, and interelectrode distance. To understand the relationship between the experimental conditions and surface roughness of electrodeposited copper thin films, the custom-built dataset for electrodeposition was prepared and data-driven approach was applied.
DOI: 10.6084/m9.figshare.27324110.v1
title: Predicting the surface roughness of an electrodeposited copper film using a machine learning technique

description: Electrodeposition-based metal coating techniques are used to manufacture various industrial products and rely on the quantitative control of the physical properties of the coating layers, such as electrical conductivity, surface roughness, and hardness. To clarify the experimental conditions required to realize the desired physical properties of metal coating layers and shed light on the complex mechanism of the involved reactions, we prepared a custom-built experimental dataset (60 conditions) on the surface roughness of electrodeposited thin copper films and submitted it to an open-access data repository. Data-driven analysis revealed that surface roughness is strongly affected by the deposition temperature, current, and interelectrode distance. To understand the relationship between the experimental conditions and surface roughness of electrodeposited copper thin films, the custom-built dataset for electrodeposition was prepared and data-driven approach was applied.
DOI: 10.5281/zenodo.15280625
title: Results from the permafrost monitoring network at Mt. Innerer Knorrkogel, Austria, in 2023-2024

description: This dataset contains the monthly mean temperatures as well as an annual mean temperature value for the period between September 2023 and August 2024 from 17 ground temperature monitoring sites in the summit area of the mountain Innerer Knorrkogel in the Hohe Tauern Range, Austria. Ground temperature is monitored at a total of 17 locations above 2840 m, distributed across various ridges (southwest-, northwest-, and east-facing), mountain flanks (south-, west-, and northeast-facing), and the summit area itself. At three locations, the temperature is measured in shallow boreholes (at depths of 3, 10, and 30 cm), and at 14 locations at the ground surface at debris-sites. This work is embedded in a long-term monitoring initiative in the Hohe Tauern National Park and is funded by this national park and the Earth System Sciences funding program of the Austrian Academy of Sciences. For more information about this project and this specific working task, please visit: https://www.parcs.at/npht/mmd_fullentry.php?docu_id=38558
DOI: 10.5281/zenodo.15280626
title: Results from the permafrost monitoring network at Mt. Innerer Knorrkogel, Austria, in 2023-2024

description: This dataset contains the monthly mean temperatures as well as an annual mean temperature value for the period between September 2023 and August 2024 from 17 ground temperature monitoring sites in the summit area of the mountain Innerer Knorrkogel in the Hohe Tauern Range, Austria. Ground temperature is monitored at a total of 17 locations above 2840 m, distributed across various ridges (southwest-, northwest-, and east-facing), mountain flanks (south-, west-, and northeast-facing), and the summit area itself. At three locations, the temperature is measured in shallow boreholes (at depths of 3, 10, and 30 cm), and at 14 locations at the ground surface at debris-sites. This work is embedded in a long-term monitoring initiative in the Hohe Tauern National Park and is funded by this national park and the Earth System Sciences funding program of the Austrian Academy of Sciences. For more information about this project and this specific working task, please visit: https://www.parcs.at/npht/mmd_fullentry.php?docu_id=38558
DOI: 10.21954/ou.rd.26886430
title: Transparency, a myth in Guyana’s public procurement system?

description: Given the prevalence of accusations of corruption in Guyana’s public procurement process, this research aims to investigate if Guyana’s public procurement system is capable of promoting transparent public procurement processes. Hence, this research answers the following questions:To what extent does Guyana’s public procurement system promote transparency?Why existing public procurement transparency provisions may not have an effect on corruption in Guyana?What can be done to enhance public procurement transparency in Guyana?A socio-legal approach was undertaken with doctrinal analysis and semi-structured interviews of two Guyanese public servants being undertaken. This project commenced November 2023 and solely undertaken by the Principal Investigator-Tiffany AdamsThe dataset generated are edited anonymised transcripts of interviews conducted online with Guyanese public servants
DOI: 10.21954/ou.rd.26886430.v1
title: Transparency, a myth in Guyana’s public procurement system?

description: Given the prevalence of accusations of corruption in Guyana’s public procurement process, this research aims to investigate if Guyana’s public procurement system is capable of promoting transparent public procurement processes. Hence, this research answers the following questions:To what extent does Guyana’s public procurement system promote transparency?Why existing public procurement transparency provisions may not have an effect on corruption in Guyana?What can be done to enhance public procurement transparency in Guyana?A socio-legal approach was undertaken with doctrinal analysis and semi-structured interviews of two Guyanese public servants being undertaken. This project commenced November 2023 and solely undertaken by the Principal Investigator-Tiffany AdamsThe dataset generated are edited anonymised transcripts of interviews conducted online with Guyanese public servants
DOI: 10.15468/dl.f6fmtg
title: Occurrence Download

description: A dataset containing 8249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Ammi majus"
 ]
}

 The dataset includes 8249 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030495-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsfj2h
title: Occurrence Download

description: A dataset containing 4487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Fumaria parviflora"
 ]
}

 The dataset includes 4487 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030496-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgbq5u
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.05413 50.92422,3.5922 51.6155,4.63784 52.07953,4.96207 53.01601,6.82638 53.35601,9.15678 53.78919,8.52453 55.2378,8.38674 56.96485,6.02205 58.68882,5.09378 61.05357,-0.98552 60.78271,-3.41724 58.97827,-3.31592 58.42561,-4.27847 57.48489,-1.89741 57.56649,-3.92385 56.0412,-2.3027 55.89945,-0.42825 54.12788,0.63563 51.77847,1.24356 51.21074,2.05413 50.92422))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scyliorhinus stellaris"
 ]
}

 The dataset includes 76 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030497-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvd6gy
title: Occurrence Download

description: A dataset containing 7583039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salmoniformes"
 ]
}

 The dataset includes 7583039 records from 1186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030465-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rcn3swj868.3
title: IV-NLP: A Methodology to understand the behavior of DL models and its Application from a Causal Approach

description: These datasets are associated with an titled article "IV-NLP: A Methodology to understand the behavior of DL models and its Application from a Causal Approach" that will be submitted to MDPI—Electronics during this week. The final title of the article may be subject to modifications during the review and editing process. The dataset's DOI will remain unchanged, and the information will be updated once the article has been accepted.

This dataset (V4) extends and builds upon the previous dataset (V3), which was originally published in 2023. The previous version is available at DOI: https://data.mendeley.com/datasets/xh7vvty9zt/3.

The data sets hosted in this repository are the following:
The original dataset has 4015 records. The characteristics of the original dataset are as follows:
- Id (Automatic sequential from 0 to 4014)
- Tweet_Checked (Tweet Text)
- Fecha (Publication date)
- Clase_Argumento (0 and 1)

The synthetic dataset has 3966 records. The synthetic texts in this dataset were generated using the GPT-3.5-turbo-0125 model. The characteristics of the synthetic dataset are as follows:
- Id (Automatic sequential from 0 to 3965)
- Tweet_Checked (Tweet Text)
- Original_Id (Id that corresponds to the original data)
- Fecha (Publication date)
- Clase_Argumento (0 and 1)
DOI: 10.15468/dl.4peh3y
title: Occurrence Download

description: A dataset containing 1097 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-74.67117631261674 45.74539455427339,-74.67117631261674 45.29143360207553,-73.01545364034675 45.29143360207553,-73.01545364034675 45.74539455427339,-74.67117631261674 45.74539455427339))",
 "TaxonKey is one of (Salix L.)"
 ]
 }
 ]
}

 The dataset includes 1097 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007124-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6dazm
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cajanus pubescens",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 448 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006195-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2c5f4e
title: Occurrence Download

description: A dataset containing 59889514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 59889514 records from 2917 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006119-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29124053
title: Leaf traditional morphological data for <i>Quercus</i><i> glauca</i>, <i>Quercus</i><i> multinervis</i>, <i>Castanopsis</i><i> tibetana</i>, <i>Castanopsis</i><i> faberi,</i> and <i>Castanopsis</i><i> </i><i>fargesii</i>

description: Leaf traditional morphological data for <i>Quercus</i><i> glauca</i>, <i>Quercus</i><i> multinervis</i>, <i>Castanopsis</i><i> tibetana</i>, <i>Castanopsis</i><i> faberi,</i> and <i>Castanopsis</i><i> </i><i>fargesii</i>, data produced by balance, Image J program and Excel in TXT format (3005 leaves from 601 individuals with five leaves per individual).
DOI: 10.3535/7zp-cy5-w5r
title: Elephantidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqt-n9z-c28
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g3n-lc1-25e
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.f7pj9y
title: Occurrence Download

description: A dataset containing 17667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calliptamus barbarus"
 ]
}

 The dataset includes 17667 records from 706 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003847-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5654s7
title: Occurrence Download

description: A dataset containing 1074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Veronica persica"
 ]
}

 The dataset includes 1074 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003849-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxgrgr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.728799 24.165829, 88.65183399999999 24.160252, 88.57678300000001 24.14366, 88.505512 24.116465, 88.43979 24.079344, 88.38124500000001 24.033218, 88.33131899999999 23.979232, 88.29124 23.918724, 88.261985 23.853192, 88.24426 23.784255, 88.238485 23.713615, 88.244782 23.643013, 88.26297700000001 23.574184, 88.29260499999999 23.508821, 88.33292400000001 23.448526, 88.382932 23.394776, 88.441395 23.348886, 88.506877 23.311977, 88.577775 23.284952, 88.652355 23.268468, 88.728799 23.262928, 88.805243 23.268468, 88.879823 23.284952, 88.950721 23.311977, 89.016203 23.348886, 89.07466599999999 23.394776, 89.124674 23.448526, 89.164993 23.508821, 89.194621 23.574184, 89.212816 23.643013, 89.21911299999999 23.713615, 89.21333799999999 23.784255, 89.19561299999999 23.853192, 89.166358 23.918724, 89.126279 23.979232, 89.076353 24.033218, 89.017808 24.079344, 88.95208599999999 24.116465, 88.880815 24.14366, 88.805764 24.160252, 88.728799 24.165829))"},{"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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003848-260120142942310/datasets/export for details.
DOI: 10.15468/dl.c2nfa5
title: Occurrence Download

description: A dataset listing the 140 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.12.1_2",
 {
 "or" : [
 "Geometry POLYGON((-73.5 8.23,-73.4 8.23,-73.4 8.24,-73.5 8.24,-73.5 8.23))",
 "Geometry POLYGON((-8 1,50 1,50 39,-8 39,-8 1))",
 "Geometry POLYGON((-90 -43,106 -43,106 53,-90 53,-90 -43))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 140 records were derived from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003837-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/j7p-c1b-5mn
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/42a-0yt-znb
title: †Micraster coranguinum

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h3j-sx8-91s
title: Squamata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfh-qe3-tgc
title: †Hemiaster Desor in Agassiz & Desor, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qyh-ehf-nvn
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjt-63b-jpp
title: Serranidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zzj-v4d-hf3
title: Actinopterygii

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ds-prp-2p8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/30x-941-3nm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ajs-4br-lkb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egv-zck-j4n
title: Picea A.Dietr.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mq2-dxb-7vr
title: Elephantidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.