cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/3rf-4te-weq
title: Frondicularia sagittula van den Broeck, 1876

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dzw-6dc-3ys
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q04-jj4-hvr
title: Quinqueloculina disparilis d'Orbigny in Schlumberger, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/528-y7a-xf6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91n-8x2-m3c
title: Pyrgo Defrance, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5jk-333-9pe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7l-dx4-2a6
title: Lamarckina excavata (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdj-mbl-bhv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ya5-bpd-wcy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2wm-wkh-njb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/85s-v55-gfz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w2f-ns0-0pz
title: †Osangularia navarroana (Cushman, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fy7-v7g-xr5
title: Spiroloculina excavata d'Orbigny, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k34-e2c-re0
title: Globigerina bulloides d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k4z-xe7-z7k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/22h-c9p-qc9
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/875-h6a-2qw
title: Amphistegina lessonii d'Orbigny in Deshayes, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9w8-mcn-c8x
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9h-vzf-kam
title: Triloculina subrotunda (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ba-a1e-bx1
title: Aurila (Aurila) Pokorny, 1955

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n7f-h4k-mds
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xkr-flh-zfa
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ab3-xwv-8h2
title: Crioceratites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cxv-wga-04e
title: Neogloboquadrina dutertrei (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/inscriptifact-ouc110625343
title: Persepolis Fortification Anepigraphic Tablet 1047.002, PFAnep 1047.002

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 1047.002, PFUT 1047-002 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, and reverse. ❧ [Physical Object Note:] Small cracks on bottom edge, obverse, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110621694
title: Persepolis Fortification Anepigraphic Tablet 0296.203, PFAnep 0296.203

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0296.203, PFUT 0296-203 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, reverse. ❧ [Physical Object Note:] Right third of tablet broken off. Minor cracks on bottom edge, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110625341
title: Persepolis Fortification Anepigraphic Tablet 1030.006, PFAnep 1030.006

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 1030.006, PFUT 1030-006 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse and upper edge. ❧ [Physical Object Note:] Small cracks on all surfaces, larger cracks on obverse, right edge. Broken areas on upper edge.
DOI: 10.25549/inscriptifact-ouc110621693
title: Persepolis Fortification Anepigraphic Tablet 0296.203, PFAnep 0296.203

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0296.203, PFUT 0296-203 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, reverse. ❧ [Physical Object Note:] Right third of tablet broken off. Minor cracks on bottom edge, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110625340
title: Persepolis Fortification Anepigraphic Tablet 1047.002, PFAnep 1047.002

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 1047.002, PFUT 1047-002 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, and reverse. ❧ [Physical Object Note:] Small cracks on bottom edge, obverse, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110621691
title: Persepolis Fortification Anepigraphic Tablet 0296.201, PFAnep 0296.201

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0296.201, PFUT 0296-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Right edge broken off, as well as upper right portion of obverse. Part of left edge chipped off. Cracks on left edge, obverse, upper edge. Yellow discoloration on obverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110625330
title: Persepolis Fortification Anepigraphic Tablet 1043.102, PFAnep 1043.102

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 1043.102, PFUT 1043-102 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse and upper edge. ❧ [Physical Object Note:] Cracks on reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110621662
title: Persepolis Fortification Anepigraphic Tablet 0279.202, PFAnep 0279.202

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0279.202, PFUT 0279-202 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, reverse. ❧ [Physical Object Note:] Crack on bottom edge. Right edge chipped off. Cracks and abrasion on reverse. Gouges on upper edge.
DOI: 10.25549/inscriptifact-ouc110625315
title: Persepolis Fortification Anepigraphic Tablet 1043.102, PFAnep 1043.102

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 1043.102, PFUT 1043-102 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse and upper edge. ❧ [Physical Object Note:] Cracks on reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110624712
title: Persepolis Fortification Anepigraphic Tablet 0994.104, PFAnep 0994.104

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0994.104, PFUT 0994-104 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse. ❧ [Physical Object Note:] Major cracks on bottom edge, obverse. Broken areas on bottom edge, reverse.
DOI: 10.25549/inscriptifact-ouc110620956
title: Persepolis Fortification Anepigraphic Tablet 0218.201, PFAnep 0218.201

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0218.201, PFUT 0218-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, upper edge. ❧ [Physical Object Note:] Crack on bottom edge, most of back broken off, upper left corner of obverse broken off.
DOI: 10.25549/inscriptifact-ouc110620954
title: Persepolis Fortification Anepigraphic Tablet 0218.201, PFAnep 0218.201

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0218.201, PFUT 0218-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, upper edge. ❧ [Physical Object Note:] Crack on bottom edge, most of back broken off, upper left corner of obverse broken off.
DOI: 10.25549/inscriptifact-ouc110624708
title: Persepolis Fortification Anepigraphic Tablet 0994.104, PFAnep 0994.104

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0994.104, PFUT 0994-104 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse. ❧ [Physical Object Note:] Major cracks on bottom edge, obverse. Broken areas on bottom edge, reverse.
DOI: 10.15468/dl.33bzdd
title: Occurrence Download

description: A dataset containing 2297796 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 2297796 records from 3126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026602-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18344430
title: Optimized atomic coordinates and initial/final MD configurations for: Predictive Patterning via Solid-state Dewetting of Transferred Single-crystal Films

description: This dataset contains optimized atomic coordinates obtained from density functional theory calculations and the initial and final configurations from molecular dynamics simulations used in this study.
DOI: 10.5281/zenodo.18344429
title: Optimized atomic coordinates and initial/final MD configurations for: Predictive Patterning via Solid-state Dewetting of Transferred Single-crystal Films

description: This dataset contains optimized atomic coordinates obtained from density functional theory calculations and the initial and final configurations from molecular dynamics simulations used in this study.
DOI: 10.25549/satjrnl-m618
title: Zritel', vol. 1, no. 15 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no. 15, September 18, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: "Sever" of A. M. Lesman. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.; Editors: Iu. K. Artsybushev, G. E. Gints, I. Ia. Kagan, N. I. Faleev. Contributors: Azra (A. B. Zengera), L. I. Andruson, B. B. Bashkin, Il. B. Gurevich, L. M. Evreinov, V. D. Zamirailo, A. A. Kudinov, B. S. Likhachev, S. I. Polferov, A. S. Roclavlev, V. A. Stolovich, B. G. Uspenskago, N. G. Shauman, N. I. Shestopalov.
DOI: 10.15468/dl.9fvkkw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Rosenblattia robusta"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004023-260226173443078/datasets/export for details.
DOI: 10.25549/satjrnl-m633
title: Zritel', vol. 1, no. 15 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no. 15, September 18, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: "Sever" of A. M. Lesman. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.; Editors: Iu. K. Artsybushev, G. E. Gints, I. Ia. Kagan, N. I. Faleev. Contributors: Azra (A. B. Zengera), L. I. Andruson, B. B. Bashkin, Il. B. Gurevich, L. M. Evreinov, V. D. Zamirailo, A. A. Kudinov, B. S. Likhachev, S. I. Polferov, A. S. Roclavlev, V. A. Stolovich, B. G. Uspenskago, N. G. Shauman, N. I. Shestopalov.
DOI: 10.15468/dl.53k38w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Jaydia argyrogaster"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004025-260226173443078/datasets/export for details.
DOI: 10.25549/satjrnl-m894
title: Zritel', vol. 1, no. 16 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no.16, September 25, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: "Sever" of A. M. Lesman. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.; Editors: Iu. K. Artsybushev, G. E. Gints, I. Ia. Kagan, N. I. Faleev. Contributors: Azra (A. B. Zengera), L. I. Andruson, B. B. Bashkin, Il. B. Gurevich, L. M. Evreinov, V. D. Zamirailo, A. A. Kudinov, B. S. Likhachev, Mstislava, S. I. Polferov, A. S. Roclavlev, V. A. Stolovich, B. G. Uspenskago, N. G. Shauman, N. I. Shestopalov.
DOI: 10.15468/dl.vm9nx6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Siphamia cephalotes"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004026-260226173443078/datasets/export for details.
DOI: 10.25549/satjrnl-m792
title: Zritel', vol. 1, no. 22 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no.22, November 22, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.; Editors: Iu. K. Artsybushev, G. E. Gints, I. Ia. Kagan, N. I. Faleev. Contributors: L. I. Andruson, Iu. K. Artsybushev, B. B. Bashkin, G. E. Gints, Il. B. Gurevich, L. M. Evreinov, I. Ia. Kagan, A. A. Kudinov, B. S. Likhachev, Mstislava, S. I. Polferov, A. S. Roclavlev, V. A. Stolovich, B. G. Uspenskago, N. I. Faleev, S. V. Chekhonin, N. G. Shauman, N. I. Shestopalov.
DOI: 10.25549/satjrnl-m901
title: Zritel', vol. 1, no. 22 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no.22, November 22, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.; Editors: Iu. K. Artsybushev, G. E. Gints, I. Ia. Kagan, N. I. Faleev. Contributors: L. I. Andruson, Iu. K. Artsybushev, B. B. Bashkin, G. E. Gints, Il. B. Gurevich, L. M. Evreinov, I. Ia. Kagan, A. A. Kudinov, B. S. Likhachev, Mstislava, S. I. Polferov, A. S. Roclavlev, V. A. Stolovich, B. G. Uspenskago, N. I. Faleev, S. V. Chekhonin, N. G. Shauman, N. I. Shestopalov.
DOI: 10.15468/dl.u665cj
title: Occurrence Download

description: A dataset containing 3817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyclobalanopsis glauca"
 ]
}

 The dataset includes 3817 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004027-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gtquh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Siphamia cuneiceps"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004028-260226173443078/datasets/export for details.
DOI: 10.25549/satjrnl-m869
title: Zritel', vol. 1, no. 24 (1905)

description: [description (english with transliteration)] Zritel' [Spectator], no.24, December 4, 1905. Weekly. Published and edited by Iu. K. Artsybushev. St. Petersburg. Typography: Ia. Balianskii. This issue was seized and publication was prohibited. Journal of political-social satire -- Rudzinskii, no. 53; BPIR, no. 3230.; Editors: Iu. K. Artsybushev, G. E. Gints, I. Ia. Kagan, N. I. Faleev. Contributors: L. I. Andruson, Iu. K. Artsybushev, B. B. Bashkin, G. E. Gints, Il. B. Gurevich, L. M. Evreinov, I. Ia. Kagan, A. A. Kudinov, B. S. Likhachev, Mstislava, S. I. Polferov, A. S. Roclavlev, V. A. Stolovich, B. G. Uspenskago, N. I. Faleev, S. V. Chekhonin, N. G. Shauman, N. I. Shestopalov. Typography: Ia. Balianskаgo.
DOI: 10.5281/zenodo.18811539
title: Dataset for: Spatial patterns of environmental injustice in social vulnerability and ambient dust levels across Australia

description: This repository contains the processed, area-level dataset used in the study “Spatial patterns of environmental injustice in social vulnerability and ambient dust levels across Australia”. The dataset integrates composite and thematic Social Vulnerability Index (SVI) scores (Theme1–Theme5) with ambient dust concentration estimates, aggregated to 2016 Australian Statistical Geography Standard (ASGS) units across Australia.

Theme1: Socioeconomic vulnerability; Theme2: Demographics/Disability vulnerability; Theme3: Minority and Languages or Cultural vulnerability; Theme4: Housing vulnerability; Theme5: Built environment or Infrastructural vulnerability.

Dataset authors: Sylvester Dodzi Nyadanu (Data Curator), Siqin Wang (Producer), Massimo Vieno (Producer); Contributors: Gizachew A. Tessema (Researcher), Gavin Pereira (Supervisor). See README.txt for full details.

SVI measures were derived from Wang et al. (2022), Scientific Reports, 12(1):13665. Ambient dust concentrations were obtained from Ge et al. (2022), Atmospheric Chemistry and Physics, 22(12):8343–8368. Spatial boundaries were based on ASGS 2016 shapefiles (ABS Catalogue No. 1270.0.55.001, July 2016 release).

The repository includes Dust_environmental_injustice_Australia.csv (SA1-level identifiers, rural/urban CODE, SVI, Theme1–Theme5, Dust) and README.txt with full documentation.

No individual-level data or shapefiles are included.

Users should cite both the original sources (Wang et al., 2022; Ge et al., 2022) and the associated published paper (Nyadanu et al 2026).