cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ms4-mw5-55n
title: Erebia lappona Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bwz-g6m-r26
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qns-f3f-bbx
title: Depressaria sordidatella Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/db6-1sf-t5l
title: Erebia lappona Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kax-x61-ssj
title: Lithophane (Lithophane) furcifera Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5s3-h93-7fd
title: Erebidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7t1-plt-4h1
title: Plusia putnami Grote, 1873

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1gr-7z4-qcl
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nb7-hgs-jv0
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8qp-nyy-fvy
title: Xylena vetusta Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ssk-t63-b55
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7jj-3hc-czf
title: Papilio machaon Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t4b-282-vps
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.wj8nrz
title: Occurrence Download

description: A dataset containing 969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lithocarpus eriobotryoides, Lithocarpus paniculatus, Lithocarpus farinulentus, Lithocarpus fenestratus, Lithocarpus fenzelianus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 969 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030508-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3gc-tej-kch
title: Lithophane (Lithophane) furcifera Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bke-dvt-cby
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1fy-8tt-a07
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/krd-pwm-wkt
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/53l-0x7-1rj
title: Arctia (Arctia) caja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yea-64q-tad
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7sz-v5b-xf6
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kyn-res-rye
title: Plusia putnami Grote, 1873

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3lm-n0q-ydq
title: Erebidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5vw-j13-rbf
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s59-fgc-zqt
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sgz-zm0-1er
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/36c-k9k-gzt
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qyy-644-teq
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pcs-k0f-cc0
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y7g-9b1-9zw
title: Agrochola (Sunira) Franclemont, 1950

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/94v-63w-jzj
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ytv-8we-hgl
title: Depressaria sordidatella Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/de3-073-60c
title: Depressaria olerella Zeller, 1854

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k8b-w8k-tl4
title: Pyrrhia umbra (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1k7-3z6-xqn
title: Celastrina argiolus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fy4-408-l9d
title: Xanthia (Xanthia) togata Esper

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/991-gbx-glc
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q7q-b8g-af5
title: Colobochyla salicalis ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t0k-bzt-80e
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m9n-9sj-jbx
title: Apamea (Apamea) crenata (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tpk-alf-xxm
title: Papilio machaon Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8mp-aqw-bl5
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/msr-cxj-mt2
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1wx-rns-6g2
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/24q-ecl-cfs
title: Arctia (Arctia) caja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7l7-7rv-4nc
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ac5-pjh-zvp
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mg9-rxn-d3a
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9z0-hsr-bbx
title: Lithophane (Lithophane) furcifera Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kdw-f9e-ln0
title: Agrochola (Sunira) Franclemont, 1950

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17026/ar/mv6w5a
title: PAN-00139534 - wire brooch with angular bow variant A1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00139534&lt;/p&gt;
description: Modified: 2025-06-05T11:29:45+02:00
DOI: 10.3535/a2z-jnz-dn4
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dw6-16g-kzn
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tm1-p67-0yl
title: Apamea (Apamea) crenata (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yfe-2wz-s8s
title: Zophodia convolutella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n1a-dhk-6pw
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sk8-tge-1fk
title: Papilio machaon Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w03-3t6-gs0
title: Zophodia convolutella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q0w-cew-57d
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y41-m9k-y2t
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3xy-t4t-7lz
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xdy-kn5-tyw
title: Polia bombycina Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9kd-q8j-w9c
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g1w-8yb-z6d
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9h8-gw9-f2p
title: Erebia lappona Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jxa-gkl-t1v
title: Arctia (Arctia) caja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.nguc48
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1009.0",
 "Geometry POLYGON((-91.14915 16.2322,-62.42223 16.2322,-62.42223 32.82291,-91.14915 32.82291,-91.14915 16.2322))",
 "TaxonKey is Eleutherodactylus coqui Thomas, 1966"
 ]
}

 The dataset includes 433 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024809-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9syt5
title: Occurrence Download

description: A dataset containing 1750 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Squamata",
 "TaxonKey is Crocodylia",
 "TaxonKey is Testudines",
 "TaxonKey is Sphenodontia",
 "TaxonKey is Amphibia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "and" : [
 "DecimalLongitude is greater than 52.197",
 "DecimalLongitude is less than 65.15",
 "DecimalLatitude is greater than -22.686",
 "DecimalLatitude is less than -15.645",
 "Country is Mauritius"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1750 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024810-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13357298
title: Best-fit Abundances, Observed Spectra and Spectral Models for the New Sample of Ultracool Dwarf Benchmarks with Detailed Chemical Characterization

description: Dataset associated with Fisher et al. 2024 in RNAAS [link to publication]

summary.mrt is a table of identifiers, photometry, fundamental stellar parameters and detailed chemical compositions for 13 candidate wide binary systems with FGK Main Sequence primaries (5100 K < Teff < 6300 K) and ultracool dwarf companions (2500 K < Teff < 3100 K). Refer to the file header for detailed description of columns and units.

stars.zip contains the high-resolution spectra of primaries observed with the Automated Planet Finder (APF, program 2021B_A010), as well as the corresponding best-fit spectral models. Each FITS file in the archive represents an individual exposure of the primary. The files are arranged in directories by identifiers of the primaries. The total number of exposures varies from source to source.

FITS files are composed of a primary HDU and 6 extensions.



The primary HDU contains the unmodified sky-subtracted spectrum of the object as produced by the APF pipeline and published on Jump. The spectrum is stored as a 2D array organized by Echelle orders.

The first extension contains the corresponding air wavelengths [in A] transformed to the rest frame of the source.

The second extension is the boolean mask of pixels included in model fitting.

The third extension is the adopted statistical weights of each pixel, estimated as inverse variances under the assumption of Poisson noise.

The fourth extension contains the best-fit synthetic spectrum in CGS units of surface intensity per wavelength in A.

The fifth extension is the best-fit spline continuum correction between the model and the data.

The final extension contains the adopted FWHM of the line spread function in each pixel, estimated by combining in quadrature a wavelength-dependent component with λ/Δλ=120,000 and a best-fit wavelength independent component (the quickblur parameter of the chemfit package)


This repository is for the research note "New Sample of Ultracool Dwarf Benchmarks with Detailed Chemical Characterization" by Fisher et al. It is associated with manuscript number AAS58102.
DOI: 10.5281/zenodo.13357299
title: Best-fit Abundances, Observed Spectra and Spectral Models for the New Sample of Ultracool Dwarf Benchmarks with Detailed Chemical Characterization

description: Dataset associated with Fisher et al. 2024 in RNAAS [link to publication]

summary.mrt is a table of identifiers, photometry, fundamental stellar parameters and detailed chemical compositions for 13 candidate wide binary systems with FGK Main Sequence primaries (5100 K < Teff < 6300 K) and ultracool dwarf companions (2500 K < Teff < 3100 K). Refer to the file header for detailed description of columns and units.

stars.zip contains the high-resolution spectra of primaries observed with the Automated Planet Finder (APF, program 2021B_A010), as well as the corresponding best-fit spectral models. Each FITS file in the archive represents an individual exposure of the primary. The files are arranged in directories by identifiers of the primaries. The total number of exposures varies from source to source.

FITS files are composed of a primary HDU and 6 extensions.



The primary HDU contains the unmodified sky-subtracted spectrum of the object as produced by the APF pipeline and published on Jump. The spectrum is stored as a 2D array organized by Echelle orders.

The first extension contains the corresponding air wavelengths [in A] transformed to the rest frame of the source.

The second extension is the boolean mask of pixels included in model fitting.

The third extension is the adopted statistical weights of each pixel, estimated as inverse variances under the assumption of Poisson noise.

The fourth extension contains the best-fit synthetic spectrum in CGS units of surface intensity per wavelength in A.

The fifth extension is the best-fit spline continuum correction between the model and the data.

The final extension contains the adopted FWHM of the line spread function in each pixel, estimated by combining in quadrature a wavelength-dependent component with λ/Δλ=120,000 and a best-fit wavelength independent component (the quickblur parameter of the chemfit package)


This repository is for the research note "New Sample of Ultracool Dwarf Benchmarks with Detailed Chemical Characterization" by Fisher et al. It is associated with manuscript number AAS58102.
DOI: 10.15468/dl.k4yaps
title: Occurrence Download

description: A dataset containing 928315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-07-26",
 "EventDate is less than or equal to 2024-08-25",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 928315 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024778-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8t3qw
title: Occurrence Download

description: A dataset listing the 1672 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-101.86843 19.22392,-101.14095 19.22392,-101.14095 19.51639,-101.86843 19.51639,-101.86843 19.22392))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset's 1672 records were derived from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024795-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nu3gg
title: Occurrence Download

description: A dataset containing 48657 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Squamata",
 "TaxonKey is Crocodylia",
 "TaxonKey is Testudines",
 "TaxonKey is Sphenodontia",
 "TaxonKey is Amphibia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "and" : [
 "DecimalLongitude is greater than 52.197",
 "DecimalLongitude is less than 65.15",
 "DecimalLatitude is greater than -22.686",
 "DecimalLatitude is less than -15.645",
 "Country is Réunion"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 48657 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024811-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zy95wm
title: Occurrence Download

description: A dataset containing 5841128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus L."
 ]
}

 The dataset includes 5841128 records from 5328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024791-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3j5ntg
title: Occurrence Download

description: A dataset containing 3758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus (Cope, 1867))"
 ]
}

 The dataset includes 3758 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000386-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k6mszh3rgc.1
title: Data for: Prediction of potential occurrence of historical objects with defensive function in Slovakia using machine learning approach

description: Factors used for ML training.
DOI: 10.17632/k6mszh3rgc.2
title: Data for: Prediction of potential occurrence of historical objects with defensive function in Slovakia using machine learning approach

description: Training/testing points and factors used for ML training.
DOI: 10.5281/zenodo.11236563
title: Duisburg Sonnen Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.6084/m9.figshare.25869202
title: <b>School Counselor Noncognitive Skills Scale (SCNSS)</b>

description: In this dataset, the scale consists of 27 items and assess 3 subscales: VLS= values and decision-making, SSK=social/emotional skills and future planning=FTR
DOI: 10.17632/838tyhcdph.1
title: Accidents' history

description: The enclosed data includes accident reports that have caused injury, death, or financial losses. this data encompass major and minor accidents which have been collected from "Bureau of Safety and Environmental Enforcement" (https://www.bsee.gov/) and "IOGP safety performance" (https://www.iogp.org/bookstore/product-category/data-series/safety-performance/)
these datasets have been referenced in the manuscript. 
these dataset has been referenced in the manuscript.
DOI: 10.6084/m9.figshare.25869265
title: 20240522_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials