cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.br4gud
title: Occurrence Download

description: A dataset containing 2807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen)",
 "Country is United States of America",
 "Geometry POLYGON((-117.85729 38.41823,-116.65047 38.41823,-116.65047 39.46939,-117.85729 39.46939,-117.85729 38.41823))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2000-2024"
 ]
}

 The dataset includes 2807 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014456-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7g9zx
title: Occurrence Download

description: A dataset containing 2054 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cupressus lusitanica Mill."
 ]
}

 The dataset includes 2054 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002837-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-2710
title: Gates v. Police Commission [14], 114. Transcript of 1991-05-07 proceedings, 1991-05-10

description: Exhibit (pp. 002092-002230): Chief Gates v. Police Commission. Appellate documents, volume 3, 1991 May 1-9 [folder 2 of 3]. Superior Court of the State of California for the County of Los Angeles, Department no. 85, Hon. Ronald M. Sohigian, Judge. Daryl F. Gates, etc., plaintiff, v. Board of Police Commissioners, etc., et al., defendants. No. BS 00 789. Related to case no. BC 025 356. Transcript of 1991 May 7 proceedings, transcribed 1991 May 10. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.4rt8xv
title: Occurrence Download

description: A dataset containing 10040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Stereophyllaceae)"
 ]
}

 The dataset includes 10040 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048398-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v8zdd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla vizcayensis S.E.Fröhner"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027775-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spnpi3
title: Occurrence Download

description: A dataset containing 912 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myriophyllum heterophyllum Michx."
 ]
}

 The dataset includes 912 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002837-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbbenf
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurya glabra (Blume) Korth."
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048406-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vutnd5
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 4) Distribution of planktonic and selected benthic foraminifers from DSDP Hole 87-583A"
 ]
}

 The dataset includes 401 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002837-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-2696
title: Gates v. Police Commission [14], 114. Transcript of 1991-05-07 proceedings, 1991-05-10

description: Exhibit (pp. 002092-002230): Chief Gates v. Police Commission. Appellate documents, volume 3, 1991 May 1-9 [folder 2 of 3]. Superior Court of the State of California for the County of Los Angeles, Department no. 85, Hon. Ronald M. Sohigian, Judge. Daryl F. Gates, etc., plaintiff, v. Board of Police Commissioners, etc., et al., defendants. No. BS 00 789. Related to case no. BC 025 356. Transcript of 1991 May 7 proceedings, transcribed 1991 May 10. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.r7empr
title: Occurrence Download

description: A dataset containing 470725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea L.",
 "HasCoordinate is true",
 {
 "or" : [
 "Geometry POLYGON((-123.749999 35.460669,-110.390625 40.446947,-102.65625 43.068887,-91.40625 41.508577,-87.890625 37.160316,-78.75 31.952162,-73.828125 25.799891,-75.234375 19.973348,-87.1875 13.239945,-110.390625 9.795677,-124.453124 28.304380,-123.749999 35.460669))",
 "Geometry POLYGON((-39.375 51.618016,-26.015625 67.067433,-3.515625 68.911004,24.609375 71.746431,54.140625 67.875541,64.6875 56.944974,70.3125 46.558860,73.828125 34.885930,68.203125 28.304380,56.953125 14.604847,51.328125 9.102096,40.078125 12.554563,35.859375 22.593726,28.828124 24.527134,16.171875 25.799891,-0.703125 28.304380,-16.875 21.289374,-34.453125 30.145127,-39.375 51.618016))"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 470725 records from 620 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002837-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt88jm
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterygoplichthys pardalis (Castelnau, 1855)",
 "Year 2000-2023"
 ]
}

 The dataset includes 410 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005676-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7dvnc
title: Occurrence Download

description: A dataset containing 51147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrostemma githago L."
 ]
}

 The dataset includes 51147 records from 718 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055566-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18076401
title: AFORIZMLAR VA KICHIK MATN SHAKLLARINING INGLIZ HAMDA O'ZBEK TILLARIDAGI LINGVOKULTUROLOGIK TAHLILI
DOI: 10.5281/zenodo.18076402
title: AFORIZMLAR VA KICHIK MATN SHAKLLARINING INGLIZ HAMDA O'ZBEK TILLARIDAGI LINGVOKULTUROLOGIK TAHLILI
DOI: 10.6084/m9.figshare.30959887
title: Covariate adjusted dose–response curves with applications to vaccine clinical trials

description: Establishing dose–response relationships from observational data is challenging due to confounding and sample selection bias. Standard causal methods adjust for confounding but typically require knowledge of covariate distributions in the target population – often via a well-defined probability sampling scheme. We propose the Covariate Adjusted Logit Model (CALM), which generalizes log-linear structural mean models for binary exposures to continuous exposures by modeling a relative dose–response curve anchored to a baseline level. By separating this curve from the disease risk at baseline (null disease risk’ or NDR), CALM enables valid inference under biased sampling while adjusting for confounding effects. A Gibbs sampler – the All-or-Nothing algorithm – is introduced to support Bayesian modeling, drawing on a vaccine-effect-inspired interpretation of the relative dose–response curve. Simulation studies demonstrate that CALM recovers dose–response relationships accurately in the presence of bias and confounding. In vaccine trials, where confounding covariates affect immune responses differently across study arms, CALM provides a more accurate and robust antibody – disease curve to serve as a surrogate for evaluating vaccine effectiveness.
DOI: 10.6084/m9.figshare.30959887.v1
title: Covariate adjusted dose–response curves with applications to vaccine clinical trials

description: Establishing dose–response relationships from observational data is challenging due to confounding and sample selection bias. Standard causal methods adjust for confounding but typically require knowledge of covariate distributions in the target population – often via a well-defined probability sampling scheme. We propose the Covariate Adjusted Logit Model (CALM), which generalizes log-linear structural mean models for binary exposures to continuous exposures by modeling a relative dose–response curve anchored to a baseline level. By separating this curve from the disease risk at baseline (null disease risk’ or NDR), CALM enables valid inference under biased sampling while adjusting for confounding effects. A Gibbs sampler – the All-or-Nothing algorithm – is introduced to support Bayesian modeling, drawing on a vaccine-effect-inspired interpretation of the relative dose–response curve. Simulation studies demonstrate that CALM recovers dose–response relationships accurately in the presence of bias and confounding. In vaccine trials, where confounding covariates affect immune responses differently across study arms, CALM provides a more accurate and robust antibody – disease curve to serve as a surrogate for evaluating vaccine effectiveness.
DOI: 10.13140/rg.2.2.22646.25928
title: Clade Longlinensis
DOI: 10.15468/dl.jj33gs
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "TaxonKey is Blumea balsamifera",
 "Year 1995-2025"
 ]
}

 The dataset includes 156 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067778-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cqaza
title: Occurrence Download

description: A dataset containing 1703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cerastes"
 ]
}

 The dataset includes 1703 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067777-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q63c4z
title: Occurrence Download

description: A dataset containing 662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Limnoperna fortunei"
 ]
}

 The dataset includes 662 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067780-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18076362
title: Corpus of Online News Articles for Critical Discourse Analysis on CNN and RT
title: Russia's misinformation offensive impedes diplomatic efforts to end the war
title: The reason the US wants war in Ukraine is ultimately all about the dollar

description: This dataset contains a curated corpus of online news article texts analyzed in an undergraduate thesis using Critical Discourse Analysis (CDA). The data were collected from publicly accessible media sources and selected based on predefined criteria relevant to the research objectives.

Due to copyright restrictions, full-text articles are not redistributed. The dataset includes article metadata, selected textual excerpts used in the analysis, and the analytical framework applied in the study.

The dataset is archived to support research transparency, methodological rigor, and reproducibility.
DOI: 10.5281/zenodo.18076363
title: Corpus of Online News Articles for Critical Discourse Analysis on CNN and RT
title: Russia's misinformation offensive impedes diplomatic efforts to end the war
title: The reason the US wants war in Ukraine is ultimately all about the dollar

description: This dataset contains a curated corpus of online news article texts analyzed in an undergraduate thesis using Critical Discourse Analysis (CDA). The data were collected from publicly accessible media sources and selected based on predefined criteria relevant to the research objectives.

Due to copyright restrictions, full-text articles are not redistributed. The dataset includes article metadata, selected textual excerpts used in the analysis, and the analytical framework applied in the study.

The dataset is archived to support research transparency, methodological rigor, and reproducibility.
DOI: 10.5281/zenodo.17037454
title: Thermally Activated Persulfate Oxidation of Benzophenone-1: Experimental Dataset

description: This repository contains the research data underlying the study on the degradation of benzophenone 1 (BP1) using heat-activated peroxydisulfate (S2O82−). The study investigates kinetics of BP1 degradation in various matrices, radical speciation, identified transformation products (TPs), and ecotoxicological effects.
DOI: 10.15468/dl.vtrdfb
title: Occurrence Download

description: A dataset containing 34291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Falco peregrinus",
 "Year 2025-2025"
 ]
}

 The dataset includes 34291 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067783-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18076408
title: Monthly HLS Time Series & Multi-Index LandTrendr Outputs for Eucalyptus Age Mapping

description: This dataset contains the core data supporting “Eucalyptus Plantation Stand-Age Inversion Using Monthly HLS Time Series and a Multi-Index–Integrated, Improved LandTrendr Algorithm.”All files are openly shared under the CC BY 4.0 license.

Content:





Fusion_202412.tif





Monthly fused HLS (Landsat–Sentinel) imagery for December 2024.




Provided as a Cloud-Optimized GeoTIFF (COG) with surface-reflectance indices for downstream analysis.






Study Area.zip





Boundary of the study area (Luzhai County, Guangxi, China).




Provided as a compressed Shapefile/GeoPackage with projection information.






Samples_all.geojson





Training and reference samples for eucalyptus-plantation classification and stand-age inversion.




Includes training and validation points, stored as GeoJSON with geographic coordinates.






Verification Point.zip





Independent validation points for disturbance detection and stand-age mapping accuracy assessment.




Provided as a compressed Shapefile package.






Classified_dec2024.tif





Classification result for December 2024 showing the spatial distribution of eucalyptus plantations.




Raster map in GeoTIFF format.






Yod_fused.tif





Final fused Year of Disturbance (YOD) output generated by the improved LandTrendr algorithm.




Represents detected disturbance events across the study area and the derived stand age.





All rasters are provided in GeoTIFF format with defined spatial reference systems.Vector data are provided as GeoJSON or compressed Shapefiles.Together, these data enable full reproduction of the results, including training, classification, disturbance detection, and stand-age inversion.
DOI: 10.5281/zenodo.18076409
title: Monthly HLS Time Series & Multi-Index LandTrendr Outputs for Eucalyptus Age Mapping

description: This dataset contains the core data supporting “Eucalyptus Plantation Stand-Age Inversion Using Monthly HLS Time Series and a Multi-Index–Integrated, Improved LandTrendr Algorithm.”All files are openly shared under the CC BY 4.0 license.

Content:





Fusion_202412.tif





Monthly fused HLS (Landsat–Sentinel) imagery for December 2024.




Provided as a Cloud-Optimized GeoTIFF (COG) with surface-reflectance indices for downstream analysis.






Study Area.zip





Boundary of the study area (Luzhai County, Guangxi, China).




Provided as a compressed Shapefile/GeoPackage with projection information.






Samples_all.geojson





Training and reference samples for eucalyptus-plantation classification and stand-age inversion.




Includes training and validation points, stored as GeoJSON with geographic coordinates.






Verification Point.zip





Independent validation points for disturbance detection and stand-age mapping accuracy assessment.




Provided as a compressed Shapefile package.






Classified_dec2024.tif





Classification result for December 2024 showing the spatial distribution of eucalyptus plantations.




Raster map in GeoTIFF format.






Yod_fused.tif





Final fused Year of Disturbance (YOD) output generated by the improved LandTrendr algorithm.




Represents detected disturbance events across the study area and the derived stand age.





All rasters are provided in GeoTIFF format with defined spatial reference systems.Vector data are provided as GeoJSON or compressed Shapefiles.Together, these data enable full reproduction of the results, including training, classification, disturbance detection, and stand-age inversion.
DOI: 10.5281/zenodo.18076446
title: RNA adenosine methylation in soybean seedlings exposed to metals

description: The project is focused on the impact of metals (Cu, Cd and Pb) on the methylation of adenosine in RNA in soybean seedlings

The planned tasks include:



evaluation of 6mA and 1mA levels in total RNA

evaluation of 6mA and 1mA levels in mRNA 

identification trancripts enriched in the modifications

1mA and 6mA localization in plant tissues

evaluation of the impact of both modifications on the process of translation


The study is carried out within the project:

Epitranscriptomic landscape in soybean seedling exposed to metals, no. 2024/53/B/NZ9/03732,

financed by National Science Centre, Poland.
DOI: 10.5281/zenodo.18076445
title: RNA adenosine methylation in soybean seedlings exposed to metals

description: The project is focused on the impact of metals (Cu, Cd and Pb) on the methylation of adenosine in RNA in soybean seedlings

The planned tasks include:



evaluation of 6mA and 1mA levels in total RNA

evaluation of 6mA and 1mA levels in mRNA 

identification trancripts enriched in the modifications

1mA and 6mA localization in plant tissues

evaluation of the impact of both modifications on the process of translation


The study is carried out within the project:

Epitranscriptomic landscape in soybean seedling exposed to metals, no. 2024/53/B/NZ9/03732,

financed by National Science Centre, Poland.
DOI: 10.15468/dl.f2suk7
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((42.73904 -10.50619,42.91006 -13.64154,46.38745 -12.78645,48.78171 -11.30428,53.68426 -12.84345,54.88139 -22.1925,65.31356 -20.14027,64.23044 -18.82912,55.67948 -19.62721,53.68426 -11.53231,46.8435 -10.73422,42.73904 -10.50619))",
 "TaxonKey is one of (Scylla serrata, Caranx sexfasciatus, Monodactylus argenteus, Chanos chanos, Yirrkala tenuis, Kuhlia mugil, Kuhlia caudavittata)"
 ]
}

 The dataset includes 238 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067784-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x25cjd
title: Occurrence Download

description: A dataset containing 6851567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "Year 2014-2025"
 ]
}

 The dataset includes 6851567 records from 3985 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067770-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.