cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15334124
title: South African Blood Regulatory (SABR) Resource

description: The South African Blood Regulatory (SABR) Resource generated whole genome sequencing (WGS) and blood RNA-seq data from over 600 individuals spanning three South Eastern Bantu-speaking groups. This was a collaboration between Variant Bio and Michele Ramsay's group at Wits University, and includes individuals from the AWI-Gen cohort. These data were used to map genetic variants that impact gene expression, splicing, and cell type levels. A full description of the resource can be found in our manuscript.

 



A map of blood regulatory variation in South Africans enables GWAS interpretation. Castel et al. 2025. Nature Genetics

 





Cohort and Data Overview

 





The SABR cohort consists of 754 individuals who participanted in the AWI-Gen cohort and were recontacted and reconsented for this study. Venous whole blood samples were taken and used to carry out WGS at a median depth of 5.1x and paired-end, stranded RNA-sequencing with globin and rRNA depletion at a median depth of 30M mapped read pairs. All data are made available for non-commercial use only. All coordinates are provided in GRCh38.

 

Here we provide expression and splice QTL genome-wide summary statistics.
DOI: 10.5281/zenodo.15334125
title: South African Blood Regulatory (SABR) Resource

description: The South African Blood Regulatory (SABR) Resource generated whole genome sequencing (WGS) and blood RNA-seq data from over 600 individuals spanning three South Eastern Bantu-speaking groups. This was a collaboration between Variant Bio and Michele Ramsay's group at Wits University, and includes individuals from the AWI-Gen cohort. These data were used to map genetic variants that impact gene expression, splicing, and cell type levels. A full description of the resource can be found in our manuscript.

 



A map of blood regulatory variation in South Africans enables GWAS interpretation. Castel et al. 2025. Nature Genetics

 





Cohort and Data Overview

 





The SABR cohort consists of 754 individuals who participanted in the AWI-Gen cohort and were recontacted and reconsented for this study. Venous whole blood samples were taken and used to carry out WGS at a median depth of 5.1x and paired-end, stranded RNA-sequencing with globin and rRNA depletion at a median depth of 30M mapped read pairs. All data are made available for non-commercial use only. All coordinates are provided in GRCh38.

 

Here we provide expression and splice QTL genome-wide summary statistics.
DOI: 10.15468/dl.65c9xv
title: Occurrence Download

description: A dataset containing 30516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Switzerland",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 30516 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013973-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u63jn7
title: Occurrence Download

description: A dataset containing 565 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)"
 ]
 }
 },
 "TaxonKey is Caldcluvia D.Don"
 ]
}

 The dataset includes 565 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013974-250426092105405/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.28926656
title: dataset anonymized

description: <b>Evaluation of Circulating Levels of Relaxin in Placenta Accreta Spectrum Disorders: A Case-Control Study</b>
DOI: 10.6084/m9.figshare.28926656.v1
title: dataset anonymized

description: <b>Evaluation of Circulating Levels of Relaxin in Placenta Accreta Spectrum Disorders: A Case-Control Study</b>
DOI: 10.15468/dl.nac4ta
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies alba Mill.)",
 "Country is United States of America"
 ]
}

 The dataset includes 81 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013964-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7sv3g
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteroglossus bitorquatus bitorquatus"
 ]
}

 The dataset includes 21 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013976-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77nvaw
title: Occurrence Download

description: A dataset containing 42944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Ephedraceae"
 ]
}

 The dataset includes 42944 records from 541 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013975-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8xwyf
title: Occurrence Download

description: A dataset containing 13776 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)"
 ]
 }
 },
 "TaxonKey is Gazania Gaertn."
 ]
}

 The dataset includes 13776 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001244-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/p7cm-ad05
title: "Measurement of Biomedical Effects of Radiation."

description: "The Competition on Measurement of Biomedical Effects of Radiation challenges participants to develop unique and innovative solutions that leverage a provided dataset to accurately measure and analyze the biomedical impacts of radiation exposure. This competition encourages creativity, scientific rigor, and technological innovation in addressing critical issues within biomedical research and radiation safety. Participants are required to submit a detailed documentation of their solution, highlighting the methodology, novelty, uniqueness, and potential impact of their approach. Additionally, each team must prepare a comprehensive presentation to effectively communicate their findings and insights to a panel of experts."
DOI: 10.15468/dl.mkk8qy
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Pongo pygmaeus pygmaeus"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004668-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbhdzu
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myllaena infuscata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 393 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082194-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8nt8m
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",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Boophis popi)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082197-250717081556266/datasets/export for details.
DOI: 10.15468/dl.3dtt8t
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caulophilus oryzae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082195-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x6cv3
title: Occurrence Download

description: A dataset containing 4375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Camponotus vagus (Scopoli, 1763))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4375 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072304-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwant9
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023511-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47tgci
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074564-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wx5r3
title: Occurrence Download

description: A dataset containing 977505658 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((-169.10156 70.14036,-168.39844 67.06743,-169.10156 59.17593,-173.32031 54.16243,-123.39844 17.97873,-77.69531 -28.92163,-87.77481 -60.35224,-36.68894 -56.97397,-37.61778 -39.24118,-30.1871 -17.37524,-37.61778 18.25951,-49.69262 45.41349,-36.91406 51.61802,-33.05072 65.16474,-9.87229 71.19014,-2.46094 83.59903,-66.44531 84.40594,-127.61719 81.09321,-149.41406 75.84517,-169.10156 70.14036))",
 "HasGeospatialIssue is false",
 "Year 1980-2021"
 ]
}

 The dataset includes 977505658 records from 8372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191289-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d5cd8
title: Occurrence Download

description: A dataset containing 25225 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Polemonium caeruleum L."
 ]
}

 The dataset includes 25225 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011302-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110600277
title: Persepolis Fortification Aramaic Text 404, PFAT 404

description: [Text Description:] Administrative text with seals PFATS 0077, illegible seal ❧ [Text or Publication Number Note:] PFAT 404, Bowman 404 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0077 on obverse, reverse. Illegible seal impression on flat edge. ❧ [Physical Object Note:] Damage on round edge.
DOI: 10.25549/inscriptifact-ouc110604703
title: Persepolis Fortification Aramaic Text 527, PFAT 527

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 527 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink and incised inscription. Seal impression reverse.
DOI: 10.25549/inscriptifact-ouc110600274
title: Persepolis Fortification Aramaic Text 404, PFAT 404

description: [Text Description:] Administrative text with seals PFATS 0077, illegible seal ❧ [Text or Publication Number Note:] PFAT 404, Bowman 404 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0077 on obverse, reverse. Illegible seal impression on flat edge. ❧ [Physical Object Note:] Damage on round edge.
DOI: 10.25549/inscriptifact-ouc110604701
title: Persepolis Fortification Aramaic Text 527, PFAT 527

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 527 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink and incised inscription. Seal impression reverse.
DOI: 10.25549/inscriptifact-ouc110600272
title: Persepolis Fortification Aramaic Text 404, PFAT 404

description: [Text Description:] Administrative text with seals PFATS 0077, illegible seal ❧ [Text or Publication Number Note:] PFAT 404, Bowman 404 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0077 on obverse, reverse. Illegible seal impression on flat edge. ❧ [Physical Object Note:] Damage on round edge.
DOI: 10.25549/inscriptifact-ouc110604692
title: Persepolis Fortification Aramaic Text 527, PFAT 527

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 527 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink and incised inscription. Seal impression reverse.
DOI: 10.15468/dl.a8rj79
title: Occurrence Download

description: A dataset containing 29495 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pipidae"
 ]
}

 The dataset includes 29495 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027285-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110600267
title: Persepolis Fortification Aramaic Text 403, PFAT 403

description: [Text Description:] Administrative text with seals PFS 0075 ❧ [Text or Publication Number Note:] PFAT 403, Bowman 403 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFS 0075 on obverse, reverse. ❧ [Physical Object Note:] Damage on upper edge, bottom edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110604686
title: Persepolis Fortification Aramaic Text 527, PFAT 527

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 527 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink and incised inscription. Seal impression reverse.
DOI: 10.25549/inscriptifact-ouc110600260
title: Persepolis Fortification Aramaic Text 403, PFAT 403

description: [Text Description:] Administrative text with seals PFS 0075 ❧ [Text or Publication Number Note:] PFAT 403, Bowman 403 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFS 0075 on obverse, reverse. ❧ [Physical Object Note:] Damage on upper edge, bottom edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110604683
title: Persepolis Fortification Aramaic Text 527, PFAT 527

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 527 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink and incised inscription. Seal impression reverse.
DOI: 10.25549/inscriptifact-ouc110602826
title: Persepolis Fortification Aramaic Text 469, PFAT 469

description: [Text Description:] Administrative text with illegible seal ❧ [Text or Publication Number Note:] PFAT 469, Bowman 469 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Illegible seal impression on reverse. ❧ [Physical Object Note:] Damage on upper edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110604678
title: Persepolis Fortification Aramaic Text 526, PFAT 526

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 526 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink and incised inscription. Seal impression on reverse ❧ [Physical Object Note:] Cracks, damage on bottom edge.
DOI: 10.5281/zenodo.17582863
title: Export strategies in companies exporting beans (Phaseolus lu-natus) from the agricultural sector, based on a systematic review with bibliometric analysis.

description: The present study is concerned with the challenges facing international trade in the agricultural sector, which are related to diversification, competitiveness and sustainability. In this regard, it is imperative for agricultural export companies dealing in lima beans to develop effective export strategies in order to strengthen their commercial performance. This research aims to determine the extent of the effectiveness of export strategies in export companies in the agricultural sector, based on a bibliometric analysis of scientific literature. The PRISMA 2020 methodology was applied, processing 8,578 records from Scopus, Dimensions and Web of Science, using Bibliometrix (RStudio) and VOSviewer tools for the analysis and visualisation of thematic networks, of which 44 articles between 1976 and 2024 met the inclusion criteria. The final corpus included 44 articles published between 1976 and 2024. The results identify four thematic blocks: (i) product and market diversification strategy, (ii) associativity strategy, (iii) quality and sustainability strategy, and (iv) international marketing strategy, where scientific production is concentrated in China, the United Kingdom and the United States, with little participation from Latin America. As demonstrated by the study, the integration of export strategies is a pivotal factor contributing to the enhancement of companies' commercial performance in international markets. This phenomenon has been shown to consolidate and balance the sustainability and competitiveness of agro-export chains in the agricultural sector.
DOI: 10.25549/inscriptifact-ouc110602802
title: Persepolis Fortification Aramaic Text 469, PFAT 469

description: [Text Description:] Administrative text with illegible seal ❧ [Text or Publication Number Note:] PFAT 469, Bowman 469 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Illegible seal impression on reverse. ❧ [Physical Object Note:] Damage on upper edge, flat edge.
DOI: 10.5281/zenodo.16764054
title: Reframing Spillover in Supply Chain Resilience: A Nonlinear, Interdisciplinary Analysis of Modeling Gaps and Strategic Opportunities (2000–2023)
DOI: 10.5281/zenodo.16764055
title: Reframing Spillover in Supply Chain Resilience: A Nonlinear, Interdisciplinary Analysis of Modeling Gaps and Strategic Opportunities (2000–2023)