cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-26008
title: General counsel correspondence, vol. 1, 1991 Mar. 26 - May 2

description: Collection of Independent Commission correspondence. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.hirzqi
title: Occurrence Download

description: A dataset containing 13288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neophron percnopterus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13288 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002772-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-26084
title: General counsel correspondence, vol. 1, 1991 Mar. 26 - May 2

description: Collection of Independent Commission correspondence. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.25549/independent-c69-25958
title: General counsel correspondence, vol. 1, 1991 Mar. 26 - May 2

description: Collection of Independent Commission correspondence. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.bxps8j
title: Occurrence Download

description: A dataset containing 596425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Acer L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 596425 records from 980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002772-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvagk2
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antirrhinum majus L.",
 "Year 1000-1900"
 ]
}

 The dataset includes 700 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001287-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrkjex
title: Occurrence Download

description: A dataset containing 246049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies alba Mill.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 246049 records from 912 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001264-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4n9ywx
title: Occurrence Download

description: A dataset containing 191983525 records in GBIF matching the query:
SELECT catalognumber, scientificname, publishingorgkey, institutioncode, datasetkey, gbifid, decimallatitude, decimallongitude, 
 recordedby, identifiedby, eventdate, kingdomkey, phylumkey, classkey, orderkey, familykey, genuskey, subgenuskey, specieskey
 FROM occurrence WHERE
 phylumkey = 54 
 AND taxonomicstatus = 'ACCEPTED' //newly added 12Feb2025
 AND hascoordinate = 1
 AND hasgeospatialissues = 0
 AND specieskey IS NOT NULL
 AND occurrencestatus = 'PRESENT'
 AND (
 basisofrecord = 'HUMAN_OBSERVATION'
 OR basisofrecord = 'MACHINE_OBSERVATION'
 OR basisofrecord = 'OCCURRENCE'
 OR basisofrecord = 'LIVING_SPECIMEN'
 OR basisofrecord = 'MATERIAL_SAMPLE'
 )
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')

 The dataset's 191983525 records were derived from 14453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001262-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18081445
title: Satellite-Derived Urban PM₂.₅ Exposure in Data-Scarce Regions: A Reproducible City–Year Framework for Atmospheric Assessment

description: The main satellite-derived exposure panel includes 11 Ugandan cities with complete long-term coverage (2000–2021). Independent city-scale PM₂.₅ datasets for Nairobi and Dar es Salaam are included solely for external consistency checks and are not part of the main analytical panel.
DOI: 10.5281/zenodo.18081444
title: Satellite-Derived Urban PM₂.₅ Exposure in Data-Scarce Regions: A Reproducible City–Year Framework for Atmospheric Assessment

description: The main satellite-derived exposure panel includes 11 Ugandan cities with complete long-term coverage (2000–2021). Independent city-scale PM₂.₅ datasets for Nairobi and Dar es Salaam are included solely for external consistency checks and are not part of the main analytical panel.
DOI: 10.34740/kaggle/dsv/14328372
title: e-IPO Indonesia Data - Investment
DOI: 10.6084/m9.figshare.30962720
title: Supplementary Material for: The burden and trend of neuroblastoma and other peripheral nervous cell tumors from 1990 to 2021: a systematic analysis for the Global Burden of Disease Study 2021

description: Background: Understanding the global burden of neuroblastoma and related tumors requires further research. This study aimed to provide global, regional, and national estimates of the incidence, prevalence, deaths, and disability-adjusted life-years (DALYs) associated with neuroblastoma and other peripheral nervous cell tumors from 1990 to 2021.
Methods: Data on the absolute counts and age-standardized rates (ASRs) of incidence, prevalence, deaths, and DALYs for neuroblastoma and other peripheral nervous cell tumors were extracted from the Global Burden of Disease (GBD) database covering 204 countries and territories. Decomposition analysis was employed to identify key contributors to changes in disease burden. Bayesian Age-Period-Cohort (BAPC) modeling was utilized to project disease trends over the next 25 years.
Results: In 2021, the highest number of incidence, prevalence, deaths, and DALYs were observed in children under five years of age, followed by a sharp decline with increasing age. ASRs for incidence, prevalence, deaths, and DALYs were highest in countries within the high socio-demographic index (SDI) quintile, whereas the middle SDI quintile exhibited the highest absolute case counts for incidence, deaths, and DALYs. Between 1990 and 2021, the global burden of neuroblastoma and other peripheral nervous cell tumors increased substantially. Incident cases rose from 5,854 (95% uncertainty interval [UI], 4,517–7,643) in 1990 to 10,867 (95% UI, 8,279–13,557) in 2021. Deaths increased from 2,675 (95% UI, 2,298–3,138) to 5,194 (95% UI, 4,295–5,932), while DALYs surged from 185,391 (95% UI, 158,570–219,544) to 285,479 (95% UI, 227,709–341,110). BAPC modeling projected a continued increase in both absolute numbers and ASRs for incidence, prevalence, deaths, and DALYs across both sexes from 2022 to 2046.
Conclusions: Over the past three decades, the global incidence, prevalence, deaths, and DALYs associated with neuroblastoma and other peripheral nervous cell tumors have increased substantially. These findings underscore the urgent need for effective healthcare policies and targeted cancer control strategies to mitigate the growing disease burden.
DOI: 10.6084/m9.figshare.30962720.v1
title: Supplementary Material for: The burden and trend of neuroblastoma and other peripheral nervous cell tumors from 1990 to 2021: a systematic analysis for the Global Burden of Disease Study 2021

description: Background: Understanding the global burden of neuroblastoma and related tumors requires further research. This study aimed to provide global, regional, and national estimates of the incidence, prevalence, deaths, and disability-adjusted life-years (DALYs) associated with neuroblastoma and other peripheral nervous cell tumors from 1990 to 2021.
Methods: Data on the absolute counts and age-standardized rates (ASRs) of incidence, prevalence, deaths, and DALYs for neuroblastoma and other peripheral nervous cell tumors were extracted from the Global Burden of Disease (GBD) database covering 204 countries and territories. Decomposition analysis was employed to identify key contributors to changes in disease burden. Bayesian Age-Period-Cohort (BAPC) modeling was utilized to project disease trends over the next 25 years.
Results: In 2021, the highest number of incidence, prevalence, deaths, and DALYs were observed in children under five years of age, followed by a sharp decline with increasing age. ASRs for incidence, prevalence, deaths, and DALYs were highest in countries within the high socio-demographic index (SDI) quintile, whereas the middle SDI quintile exhibited the highest absolute case counts for incidence, deaths, and DALYs. Between 1990 and 2021, the global burden of neuroblastoma and other peripheral nervous cell tumors increased substantially. Incident cases rose from 5,854 (95% uncertainty interval [UI], 4,517–7,643) in 1990 to 10,867 (95% UI, 8,279–13,557) in 2021. Deaths increased from 2,675 (95% UI, 2,298–3,138) to 5,194 (95% UI, 4,295–5,932), while DALYs surged from 185,391 (95% UI, 158,570–219,544) to 285,479 (95% UI, 227,709–341,110). BAPC modeling projected a continued increase in both absolute numbers and ASRs for incidence, prevalence, deaths, and DALYs across both sexes from 2022 to 2046.
Conclusions: Over the past three decades, the global incidence, prevalence, deaths, and DALYs associated with neuroblastoma and other peripheral nervous cell tumors have increased substantially. These findings underscore the urgent need for effective healthcare policies and targeted cancer control strategies to mitigate the growing disease burden.
DOI: 10.34808/3x0p-tr58
title: OntoValidate: OntoNotes 5.0 NER validation dataset

description: OntoValidate dataset consists of 603 randomly chosen raw textsfrom the original OntoNote 5.0 dataset (3637 raw texts in total).
All raw texts are split into 13 subsets. Each subset was manuallyannotated with named entities by at least 10 people. Each annotator followed the official annotation guidelines (OntoNotes Named Entity Guidelines VERSION 14.0)that are distributed together with the OntoNotes 5.0 dataset. 
The OntoValidate dataset allows for a comparison of how different peopleunderstand the named entity recognition task. On the other hand, it also gave ussome insights about the precision of annotation guidelines itself.
Format
Each directory of the OntoValidate dataset represents a separate annotator.The first number in the directory name is the sequence number of the subset, the second isthe sequence number of the annotator. Each directory contains the JSON files that containthe annotations in spaCy JSON format. 
All annotations were created using the NER Text Annotator tool (https://tecoholic.github.io/ner-annotator/).
DOI: 10.34740/kaggle/dsv/14328410
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ven3tk
title: Occurrence Download

description: A dataset containing 116302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galaxiidae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 116302 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068258-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/mzv8-k132
title: OntoValidate: OntoNotes 5.0 NER validation dataset

description: OntoValidate dataset consists of 603 randomly chosen raw textsfrom the original OntoNote 5.0 dataset (3637 raw texts in total).
All raw texts are split into 13 subsets. Each subset was manuallyannotated with named entities by at least 10 people. Each annotator followed the official annotation guidelines (OntoNotes Named Entity Guidelines VERSION 14.0)that are distributed together with the OntoNotes 5.0 dataset. 
The OntoValidate dataset allows for a comparison of how different peopleunderstand the named entity recognition task. On the other hand, it also gave ussome insights about the precision of annotation guidelines itself.
Format
Each directory of the OntoValidate dataset represents a separate annotator.The first number in the directory name is the sequence number of the subset, the second isthe sequence number of the annotator. Each directory contains the JSON files that containthe annotations in spaCy JSON format. 
All annotations were created using the NER Text Annotator tool (https://tecoholic.github.io/ner-annotator/).
DOI: 10.34808/x2x8-xt69
title: OntoValidate: OntoNotes 5.0 NER validation dataset
DOI: 10.5281/zenodo.18069331
title: GEMSTONE Research Data: Investigation of OX1R Distribution by Immunofluorescence

description: The images and protocols in this file represent the distribution of orexin receptor 1 (OX1R) in the Genetic Absence Epilepsy Rats from Strasbourg (GAERS) model conducted within the scope of the GEMSTONE Project. This file includes confocal microscopy images acquired using the immunofluorescence method for OX1R, along with the corresponding experimental protocols.
DOI: 10.5281/zenodo.18069330
title: GEMSTONE Research Data: Investigation of OX1R Distribution by Immunofluorescence

description: The images and protocols in this file represent the distribution of orexin receptor 1 (OX1R) in the Genetic Absence Epilepsy Rats from Strasbourg (GAERS) model conducted within the scope of the GEMSTONE Project. This file includes confocal microscopy images acquired using the immunofluorescence method for OX1R, along with the corresponding experimental protocols.
DOI: 10.6084/m9.figshare.30962674
title: Genetic analysis of fetal skeletal dysplasia via whole exome sequencing and non-invasive prenatal diagnosis

description: Fetal skeletal dysplasia (SD) is a complex group of bone and cartilage with high genetic heterogeneity and phenotypic diversity. Our study aimed to identify the genetic causes of fetal SD, provide an accurate prenatal diagnosis for those families investigate non-invasive prenatal detection strategy, and facilitate clinical diagnosis of fetal SD. A Total 34 fetuses with SD were recruited and analyzed using chromosomal microarray analysis (CMA) and whole exome sequencing (WES). Moreover, a non-invasive prenatal diagnosis (NIPD) based on next-generation sequencing (NGS) using circulating fetal DNA in maternal plasma was performed on 5 SD fetuses. A Total 55.88% (19/34) fetueses with SD were identified with the genetic etiologies. A Total 27 cases underwent karyotype and CMA analysis, and the diagnostic rate was 3.70% (1/27), while 34 cases accepted WES, and the diagnostic rate was 55.88% (19/34). Of the 19 positive cases, 2 cases were identified with pathogenic CNVs (10.53%, 2/19), and the other 17 cases were identified with pathogenic or likely pathogenic variations (89.47%, 17/19). The FGFR3 was the most prevalent SD-causing gene (47.06%, 8/17). In addition, 5 cases accepted the NIPD based on NGS for the detection of fetal SD, and the results were all consistent with those of amniocentesis. Our study highlights the advantages of WES compared with CMA in genetic diagnosis in fetal SD. Furthermore, our study revealed the excellent detection efficiency of NIPD based on NGS, which may be a potential noninvasive detection method in fetal SD. We identified the genetic causes of fetal SD and provided a accurate prenatal diagnosis for those families.Our results highlighted the advantages of WES compared with CMA in genetic diagnosis in fetal SD.Our study revealed the excellent detection efficiency of NIPD based on NGS, which may be a potential noninvasive detection methods in fetal SD. We identified the genetic causes of fetal SD and provided a accurate prenatal diagnosis for those families. Our results highlighted the advantages of WES compared with CMA in genetic diagnosis in fetal SD. Our study revealed the excellent detection efficiency of NIPD based on NGS, which may be a potential noninvasive detection methods in fetal SD.
DOI: 10.6084/m9.figshare.30962674.v1
title: Genetic analysis of fetal skeletal dysplasia via whole exome sequencing and non-invasive prenatal diagnosis

description: Fetal skeletal dysplasia (SD) is a complex group of bone and cartilage with high genetic heterogeneity and phenotypic diversity. Our study aimed to identify the genetic causes of fetal SD, provide an accurate prenatal diagnosis for those families investigate non-invasive prenatal detection strategy, and facilitate clinical diagnosis of fetal SD. A Total 34 fetuses with SD were recruited and analyzed using chromosomal microarray analysis (CMA) and whole exome sequencing (WES). Moreover, a non-invasive prenatal diagnosis (NIPD) based on next-generation sequencing (NGS) using circulating fetal DNA in maternal plasma was performed on 5 SD fetuses. A Total 55.88% (19/34) fetueses with SD were identified with the genetic etiologies. A Total 27 cases underwent karyotype and CMA analysis, and the diagnostic rate was 3.70% (1/27), while 34 cases accepted WES, and the diagnostic rate was 55.88% (19/34). Of the 19 positive cases, 2 cases were identified with pathogenic CNVs (10.53%, 2/19), and the other 17 cases were identified with pathogenic or likely pathogenic variations (89.47%, 17/19). The FGFR3 was the most prevalent SD-causing gene (47.06%, 8/17). In addition, 5 cases accepted the NIPD based on NGS for the detection of fetal SD, and the results were all consistent with those of amniocentesis. Our study highlights the advantages of WES compared with CMA in genetic diagnosis in fetal SD. Furthermore, our study revealed the excellent detection efficiency of NIPD based on NGS, which may be a potential noninvasive detection method in fetal SD. We identified the genetic causes of fetal SD and provided a accurate prenatal diagnosis for those families.Our results highlighted the advantages of WES compared with CMA in genetic diagnosis in fetal SD.Our study revealed the excellent detection efficiency of NIPD based on NGS, which may be a potential noninvasive detection methods in fetal SD. We identified the genetic causes of fetal SD and provided a accurate prenatal diagnosis for those families. Our results highlighted the advantages of WES compared with CMA in genetic diagnosis in fetal SD. Our study revealed the excellent detection efficiency of NIPD based on NGS, which may be a potential noninvasive detection methods in fetal SD.
DOI: 10.15468/dl.cbz3f3
title: Occurrence Download

description: A dataset containing 63876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canachites canadensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 63876 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068264-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18071810
title: GEMSTONE Research Data: Investigation of OX1R Protein Levels by Western Blotting

description: The images in this file represent the Western blotting results of orexin receptor 1 (OX1R) obtained from the Genetic Absence Epilepsy Rats from Strasbourg (GAERS) model brain tissues within the scope of the GEMSTONE Project. The file includes Chemidoc images showing OX1R protein expression in the somatosensory cortex and thalamus regions. β-actin was used as the housekeeping protein, and the corresponding actin bands are also presented.
DOI: 10.5281/zenodo.18071811
title: GEMSTONE Research Data: Investigation of OX1R Protein Levels by Western Blotting

description: The images in this file represent the Western blotting results of orexin receptor 1 (OX1R) obtained from the Genetic Absence Epilepsy Rats from Strasbourg (GAERS) model brain tissues within the scope of the GEMSTONE Project. The file includes Chemidoc images showing OX1R protein expression in the somatosensory cortex and thalamus regions. β-actin was used as the housekeeping protein, and the corresponding actin bands are also presented.
DOI: 10.15468/dl.gb3gxp
title: Occurrence Download

description: A dataset containing 19958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catharus bicknelli",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 19958 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068268-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.