cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25934/pr00011423
title: Data Challenge

description: Surveillance of antimicrobial resistance in UK hospitals relies on new methods that use data analytic tools. The researchers will make use of the Pfizer ATLAS data which contains some of the most detailed information on AMR and usage of antibiotics, to build sophisticated machine learning algorithms that can forecast both resistance trends and patterns in antibiotic use at the hospital and community level. Linking these datasets with other EHR data is meant to transform the way the UK monitors and acts on AMR.

Developed models must be able to track new AMR patterns and drug use as they happen, helping detect danger zones quickly and guide suitable actions by healthcare experts. These tools will look at patient information, existing health conditions, previous exposure to antibiotics and the patterns of antibiotic use in the hospital to highlight high-risk areas, catch inappropriate antibiotic use and advise on suitable new treatments—which will help patients by speeding up proper treatment and lowering the use of unnecessary antibiotics.

Having detailed antibiotic data and working with resistance data, the research will direct attention to where stewardship is necessary and generate useful alerts for highly used antibiotics. Intelligence from predictive insights will benefit public health by feeding targeted interventions to deal with multidrug resistance and showing how ML forecasts can support the UK Health Security Agency, using a One Health, integrated approach.

It will also look at the structural reasons for slow ML usage by streamlining data flows and including ethical safeguards, following advice from recent government assessments. Converting passive monitoring into useful, forward-looking knowledge, this work will boost the UK’s ability to handle AMR and create a workable model for the world.
DOI: 10.15468/dl.fngj3q
title: Occurrence Download

description: A dataset containing 9163728 records in GBIF matching the query:
SELECT PRINTF('%04d-%02d', "year", "month") AS yearMonth, GBIF_EEARGCode(10000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, speciesKey, species, establishmentMeans, degreeOfEstablishment, pathway, COUNT(*) AS occurrences FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countryCode = 'BE' AND hasCoordinate = TRUE AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND "month" IS NOT NULL GROUP BY yearMonth, eeaCellCode, speciesKey, species, establishmentMeans, degreeOfEstablishment, pathway ORDER BY yearMonth DESC, eeaCellCode ASC, speciesKey ASC

 The dataset's 9163728 records were derived from 665 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077695-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pccdpp
title: Occurrence Download

description: A dataset containing 11218904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11218904 records from 5170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077576-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/ias-ouc11399kxdu
title: May_1998

description: California History Through Armenian ExperiencesFocusing on the power of the individual story, "California History Through Armenian Experiences" oral history initiative by the USC Institute of Armenian Studies documents the diversity and history of Armenian presence in California. The interviews in this collection were conducted starting in 2018 and will continue through 2024, ranging from formal oral history interviews by trained interviewers, such as the Displaced Persons Documentation Project and the Armenian-American Experiences Oral History Project, to crowd-sourced interviews through the Institute’s “My Armenian Story” project. Narrators share their stories of migration, community-building in diaspora, personal experiences of world and regional events, and their individual and collective contributions to the social and cultural fabric of California and beyond. A number of interviews also contain digitized photographs and ephemera from the narrators’ personal collections. Displaced Persons Documentation ProjectThe USC Institute of Armenian Studies has been recording oral histories and gathering documents on the unique history of the Armenian displaced persons (DP) community formed during and after World War II. Many interviewees migrated to Southern California, with Montebello, California fostering a large number of diasporans eager to rebuild the connective tissues torn by war and displacement. This growing collection of oral histories and digitized documents is meant to serve as a primary source for researchers who are interested in World War II, post-Genocide Armenian history, and Diaspora Studies. The documentation and publication of oral histories in this collection is funded, in part, by the California State Library through the “California History through Armenian Experiences” project.
DOI: 10.25549/inscriptifact-ouc110806623
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.25549/inscriptifact-ouc110806617
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.25549/inscriptifact-ouc110805494
title: Cuneiform tablet, tally of sheep, ZT 44030

description: [Text Description:] Tallying of sheep belonging to at least one individual. ❧ [Text or Publication Number Note:] ZT 44030 ❧ [Excavation Description:] Ziyaret Tepe Archaeological Project, an international collaboration led by Prof. Tim Matney of the University of Akron, Ohio ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Fragmentary cuneiform tablet. Obverse preserves 6 total lines of text although only four are readable. The reverse is uninscribed. ❧ [Physical Object Note:] l. 8.9 cm; w. 4.9 cm; thickness 1.8 cm ❧ [Physical Object Note:] Inclusions of shells and tiny stones. Relevant fissures and cracks. Heavily fragile, falling apart. Lost of material.
DOI: 10.25549/inscriptifact-ouc110806614
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.25549/inscriptifact-ouc110805505
title: Cuneiform tablet, tally of sheep, ZT 44030

description: [Text Description:] Tallying of sheep belonging to at least one individual. ❧ [Text or Publication Number Note:] ZT 44030 ❧ [Excavation Description:] Ziyaret Tepe Archaeological Project, an international collaboration led by Prof. Tim Matney of the University of Akron, Ohio ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Fragmentary cuneiform tablet. Obverse preserves 6 total lines of text although only four are readable. The reverse is uninscribed. ❧ [Physical Object Note:] l. 8.9 cm; w. 4.9 cm; thickness 1.8 cm ❧ [Physical Object Note:] Inclusions of shells and tiny stones. Relevant fissures and cracks. Heavily fragile, falling apart. Lost of material.
DOI: 10.25549/inscriptifact-ouc110805487
title: Cuneiform tablet, textile list, ZT 41575

description: [Text Description:] Early Neo-Assyrian textile list ❧ [Text or Publication Number Note:] ZT 41575 ❧ [Excavation Description:] Ziyaret Tepe Archaeological Project, an international collaboration led by Prof. Tim Matney of the University of Akron, Ohio ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet. ❧ [Physical Object Note:] l. 6 cm; w. 4.4 cm; thickness 1.4 cm ❧ [Physical Object Note:] Fragmented in three pieces and slight loss of material.
DOI: 10.25549/inscriptifact-ouc110806606
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.25549/inscriptifact-ouc110805465
title: Cuneiform tablet, textile list, ZT 41575

description: [Text Description:] Early Neo-Assyrian textile list ❧ [Text or Publication Number Note:] ZT 41575 ❧ [Excavation Description:] Ziyaret Tepe Archaeological Project, an international collaboration led by Prof. Tim Matney of the University of Akron, Ohio ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet. ❧ [Physical Object Note:] l. 6 cm; w. 4.4 cm; thickness 1.4 cm ❧ [Physical Object Note:] Fragmented in three pieces and slight loss of material.
DOI: 10.25549/inscriptifact-ouc110805480
title: Cuneiform tablet, tally of sheep, ZT 44030

description: [Text Description:] Tallying of sheep belonging to at least one individual. ❧ [Text or Publication Number Note:] ZT 44030 ❧ [Excavation Description:] Ziyaret Tepe Archaeological Project, an international collaboration led by Prof. Tim Matney of the University of Akron, Ohio ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Fragmentary cuneiform tablet. Obverse preserves 6 total lines of text although only four are readable. The reverse is uninscribed. ❧ [Physical Object Note:] l. 8.9 cm; w. 4.9 cm; thickness 1.8 cm ❧ [Physical Object Note:] Inclusions of shells and tiny stones. Relevant fissures and cracks. Heavily fragile, falling apart. Lost of material.
DOI: 10.25549/inscriptifact-ouc110805462
title: Cuneiform tablet, textile list, ZT 41575

description: [Text Description:] Early Neo-Assyrian textile list ❧ [Text or Publication Number Note:] ZT 41575 ❧ [Excavation Description:] Ziyaret Tepe Archaeological Project, an international collaboration led by Prof. Tim Matney of the University of Akron, Ohio ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet. ❧ [Physical Object Note:] l. 6 cm; w. 4.4 cm; thickness 1.4 cm ❧ [Physical Object Note:] Fragmented in three pieces and slight loss of material.
DOI: 10.25549/inscriptifact-ouc110805474
title: Cuneiform tablet, textile list, ZT 41575

description: [Text Description:] Early Neo-Assyrian textile list ❧ [Text or Publication Number Note:] ZT 41575 ❧ [Excavation Description:] Ziyaret Tepe Archaeological Project, an international collaboration led by Prof. Tim Matney of the University of Akron, Ohio ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet. ❧ [Physical Object Note:] l. 6 cm; w. 4.4 cm; thickness 1.4 cm ❧ [Physical Object Note:] Fragmented in three pieces and slight loss of material.
DOI: 10.25549/inscriptifact-ouc110805432
title: Cuneiform tablet, ZT 32327

description: [Text Description:] Late Assyrian cuneiform tablet with two columns ❧ [Text or Publication Number Note:] ZT 32327 ❧ [Excavation Description:] Ziyaret Tepe Archaeological Project, an international collaboration led by Prof. Tim Matney of the University of Akron, Ohio ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Two-columned clay tablet. ❧ [Physical Object Note:] l. 14 cm; w. 8.5 cm; thickness 2.5 cm ❧ [Physical Object Note:] The tablet is secondary burned and fragmentary preserved. The observe side is well presered, because the entire surface is fired, the reserve side is only in some parts fired, most of the surface is soft and brittle. The surface of the tablet was covered with soil and ash.
DOI: 10.25549/ias-ouc11399kjcb
title: Marilyn Kezirian Images

description: California History Through Armenian Experiences Oral History Project by the USC Dornsife Institute of Armenian Studies documents the diversity and history of Armenian presence in California. The interviews in this collection range from formal oral history interviews by trained interviewers, to crowd-sourced interviews through the Institute’s My Armenian Story Project. Narrators share their stories of migration, community-building in diaspora, personal experiences of world and regional events, and their individual and collective contributions to the social and cultural fabric of California and beyond. A number of interviews also contain digitized photographs and ephemera from the narrators’ personal collections.The documentation and publication of oral histories in this collection is funded, in part, by the California State Library through the “California History Through Armenian Experiences” project.
DOI: 10.21942/uva.29118914
title: Communication strategies for pandemic preparedness

description: A first online experimental survey was conducted among 4,008 people who previously did not intend to follow the behavioral recommendations. Each participant was shown one message and the questions related to one behavior.In a second online experimental survey among 1,386 respondents, the three most effective messages from the first online survey were further examined, focusing on the effect of repetition. In the first survey, each message was shown once. In this second survey, participants are shown either one message once or all three messages twice over a period of three weeks. Each participant is presented with one of the four behaviors.In a field study, the social, risk, and empathy communication strategies were tested again among 2,668 students and staff from two universities, one university of applied sciences (HBO), and one vocational education institution (MBO). The strategies were communicated both on campus and through the institutions’ digital communication channels over a two-week period. <br>
DOI: 10.21942/uva.29118914.v2
title: Communication strategies for pandemic preparedness

description: A first online experimental survey was conducted among 4,008 people who previously did not intend to follow the behavioral recommendations. Each participant was shown one message and the questions related to one behavior.In a second online experimental survey among 1,386 respondents, the three most effective messages from the first online survey were further examined, focusing on the effect of repetition. In the first survey, each message was shown once. In this second survey, participants are shown either one message once or all three messages twice over a period of three weeks. Each participant is presented with one of the four behaviors.In a field study, the social, risk, and empathy communication strategies were tested again among 2,668 students and staff from two universities, one university of applied sciences (HBO), and one vocational education institution (MBO). The strategies were communicated both on campus and through the institutions’ digital communication channels over a two-week period. <br>
DOI: 10.21942/uva.29118914.v1
title: Communication strategies for pandemic preparedness

description: A first online experimental survey was conducted among 4,008 people who previously did not intend to follow the behavioral recommendations. Each participant was shown one message and the questions related to one behavior.In a second online experimental survey among 1,386 respondents, the three most effective messages from the first online survey were further examined, focusing on the effect of repetition. In the first survey, each message was shown once. In this second survey, participants are shown either one message once or all three messages twice over a period of three weeks. Each participant is presented with one of the four behaviors.In a field study, the social, risk, and empathy communication strategies were tested again among 2,668 students and staff from two universities, one university of applied sciences (HBO), and one vocational education institution (MBO). The strategies were communicated both on campus and through the institutions’ digital communication channels over a two-week period. <br>
DOI: 10.15468/dl.r58bx2
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "OccurrenceStatus is Present",
 "TaxonKey is Chanodichthys erythropterus (Basilewsky, 1855)",
 "Year 2010-2025"
 ]
}

 The dataset includes 180 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010900-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2s7az
title: Occurrence Download

description: A dataset containing 2938368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.00948 50.14361,4.80554 50.53657,4.59278 50.91658,4.4266 51.07661,4.14348 51.3228,3.87883 51.4582,3.64495 51.49513,3.49724 51.48898,3.47115 51.40385,3.26995 51.33918,3.10468 51.29966,2.8963 51.2278,2.77055 51.1811,2.55499 51.09128,2.4508 51.05535,2.29271 51.0302,2.09152 51.01942,1.91906 51.00864,1.7502 50.97271,1.67475 50.90086,1.56697 50.87212,1.57775 50.80385,1.54182 50.73559,1.57056 50.64936,1.58493 50.5308,1.55978 50.38709,1.52385 50.24338,1.63056 50.25221,1.67979 50.16604,1.70441 50.14142,1.6921 50.01833,1.79058 49.88908,1.96907 49.63058,2.15371 49.40901,2.39374 49.21206,2.61711 49.09152,2.96178 48.91304,3.19566 48.88842,3.5157 48.86995,3.95525 48.74303,4.56598 48.9136,4.97564 49.46128,5.02282 49.62904,5.01446 49.71085,5.02441 49.84516,5.02938 50.01925,5.00948 50.14361))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f"
 ]
}

 The dataset includes 2938368 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010897-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bgl-j0v-03e
title: †Leislingites archibaldi (Mojsisovics, 1896)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jy7-yhq-4jb
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lx2-0ev-njj
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rhg-hg9-wqk
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gvf-vq6-q0c
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/67r-yh8-d6a
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8rh-3v8-t6t
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4q8-ejw-453
title: †Spiriferina d'Orbigny, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r8x-b7m-m0z
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tk3-9zb-ck0
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xb8-79n-2jb
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ryx-mwk-vbp
title: †Spiriferidae King, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9en-9e6-lmr
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fqg-py6-ff0
title: †Favorites Tschigova, 1977

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4f8-z5e-prj
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ah5-lbn-len
title: Dicologlossa hexophthalma (Bennett, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dq8-m6a-1z4
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lp2-nyx-p7e
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z9h-nd6-3ze
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ln9-jgx-c0d
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xl8-vwa-syq
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z1a-tzn-7e0
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eq6-1g2-yn3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l78-9n1-kew
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9vd-3y9-6hz
title: †Hypocladiscites subaratus (Mojsisovics, 1896)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bch-gw7-0gb
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5w0-4c9-f3z
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9gx-bqf-f52
title: †Parasmilia centralis (Mantell, 1822)

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