cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v5ycxx
title: Occurrence Download

description: A dataset containing 1067701 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 one of (Hypoxis floccosa, Jarava plumosa, Drosera micra, Perymenium oxycarphum, Frankenia hirsuta, Galium huber-morathii, Galium pamphylicum, Galium pisoderium, Galium verum, Drosera legrandii, Drosera coomallo, Thamnea gracilis, Veronica quezelii, Galium circae, Tetratheca exasperata, Cyclopia aurescens, Veronica baranetzkii, Veronica barrelieri, Veronica beccabunga, Veronica aphylla, Pectis papposa, Pectis barberi, Frankenia pseudoflabellata, Avellanita bustillosii, Drosera atrostyla, Drosera closterostigma, Drosera glanduligera, Drosera oreopodion, Drosera paleacea, Galium australe, Scholtzia teretifolia, Hypoxis filiformis, Hypoxis zeyheri, Muhlenbergia scoparia, Ornithogalum saginatum, Orobanche kotschyi, Orobanche aconiti-lycoctoni, Veronica kopgecidiensis, Galium judaicum, Tetratheca stenocarpa, Hypoxis cavernicola, Phyllota pleurandroides, Erodiophyllum acanthocephalum, Tricostularia neesii, Ornithogalum dolichopharynx, Ornithogalum dubium, Ornithogalum arcuatum, Ornithogalum balansae, Ornithogalum visianicum, Ornithogalum pumilum, Ornithogalum microcarpum, Lathyrus hirticarpus, Veronica dalmatica, Galium pestalozzae, Galium setuliferum, Lycopus asper, Tetratheca paynterae, Scholtzia laxiflora, Triumfetta deserticola, Pectis filipes, Pectis purpurea, Frankenia chilensis, Duranta xalapensis, Galium fictum, Galium mite, Galium paschale, Galium rigidifolium, Galium samuelssonii, Galium subuliferum, Apodolirion bolusii, Eulalia annua, Drosera indumenta, Drosera esperensis, Ornithogalum gulnariense, Petrorhagia grandiflora, Veronica syriaca, Veronica hederifolia, Tetratheca butcheriana, Orobanche cohenii, Veronica davisii, Frankenia setosa, Bertya cunninghamii, Bertya ingramii, Drosera callistos, Drosera capensis, Drosera citrina, Drosera hamiltonii, Drosera hyperostigma, Drosera obovata, Drosera ramentacea, Galium binifolium, Scholtzia oligandra, Muhlenbergia pectinata, Nelia schlechteri, Orobanche palaestina, Orobanche grisebachii, Orobanche krylowii, Orobanche artemisiae-campestris, Orobanche alsatica)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1067701 records from 3043 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022329-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28196
title: Chandra X-ray Observatory ObsId 28196

description: COMPTON-THICK AGN: THE HUNT CONTINUES
DOI: 10.6084/m9.figshare.31390788
title: Data and Code supporting "Protecting forests and trees is essential for global agricultural productivity"

description: Data and code<b>Google Earth Engine (GEE) code</b>: https://code.earthengine.google.com/?scriptPath=users/gayoungyang/ForestAgriculture:potentialforestcover ; This script was used to calculate country-level potential forest cover.<b>R code</b>: Script used to generate the results presented in the study (Figs. 3 and 5b).<b>Data files (.csv)</b>: Tabular datasets derived from the GEE script and FAOSTAT data, imported into R for analysis.
DOI: 10.6084/m9.figshare.31390788.v1
title: Data and Code supporting "Protecting forests and trees is essential for global agricultural productivity"

description: Data and code<b>Google Earth Engine (GEE) code</b>: https://code.earthengine.google.com/?scriptPath=users/gayoungyang/ForestAgriculture:potentialforestcover ; This script was used to calculate country-level potential forest cover.<b>R code</b>: Script used to generate the results presented in the study (Figs. 3 and 5b).<b>Data files (.csv)</b>: Tabular datasets derived from the GEE script and FAOSTAT data, imported into R for analysis.
DOI: 10.15468/dl.u4kb8g
title: Occurrence Download

description: A dataset containing 100752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleuronichthys",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 100752 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004111-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18601773
title: Simulations of HLV O5 and Interim SummerFall 2026 Observing Scenarios Using the GWTC-4 Population Model: Detection Rates, Skymaps, and Multimessenger Parameters — February 2026 Data Release

description: We performed simulations of the HLVK detector network configuration for the upcoming O5 observing run, estimating the expected gravitational-wave (GW) detection rates using a signal-to-noise ratio (S/N) threshold of 8. The simulated compact-binary population is drawn from the GWTC-4 Broken Power Law + Two Gaussian Peaks (BP2P) population model, ensuring consistency with the latest observational constraints on compact-object mass, spin, and merger-rate distributions.

The statistics folder contains summary statistics for both the O4 and projected O5 observing scenarios, enabling direct comparisons of detection rates, source classifications, and population properties between current and anticipated detector sensitivities.

Events are classified according to component masses using a standard threshold: neutron stars (NS) are defined as having masses < 3 M⊙, while black holes (BH) are defined as having masses ≥ 3 M⊙.

These simulations build on previous observing-scenario studies, including the O4-HL, O4-HLV, and O5a-HL/O5a-HLV/O5b-HLV/O5c-HLV sensitivity projections.
DOI: 10.5281/zenodo.18709319
title: Simulations of HLV O5 and Interim SummerFall 2026 Observing Scenarios Using the GWTC-4 Population Model: Detection Rates, Skymaps, and Multimessenger Parameters — February 2026 Data Release

description: We performed simulations of the HLVK detector network configuration for the upcoming O5 observing run, estimating the expected gravitational-wave (GW) detection rates using a signal-to-noise ratio (S/N) threshold of 8. The simulated compact-binary population is drawn from the GWTC-4 Broken Power Law + Two Gaussian Peaks (BP2P) population model, ensuring consistency with the latest observational constraints on compact-object mass, spin, and merger-rate distributions.

The statistics folder contains summary statistics for both the O4 and projected O5 observing scenarios, enabling direct comparisons of detection rates, source classifications, and population properties between current and anticipated detector sensitivities.

Events are classified according to component masses using a standard threshold: neutron stars (NS) are defined as having masses < 3 M⊙, while black holes (BH) are defined as having masses ≥ 3 M⊙.

These simulations build on previous observing-scenario studies, including the O4-HL, O4-HLV, and O5a-HL/O5a-HLV/O5b-HLV/O5c-HLV sensitivity projections.
DOI: 10.15468/dl.5jhupr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ceratopteris pteridoides"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004138-260221153910048/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.27012244.v1
title: Additional file 5 of STUB1-mediated K63-linked ubiquitination of UHRF1 promotes the progression of cholangiocarcinoma by maintaining DNA hypermethylation of PLA2G2A

description: Supplementary Material 5
DOI: 10.5281/zenodo.18742924
title: Replication materials for: When Messages Align but Meanings Diverge: Interpretive Coherence and Trust Gaps in Strategic Political Communication

description: This repository contains the coded dataset, frame taxonomy (codebook), index formulas, and replication materials supporting the article:

"When Messages Align but Meanings Diverge: Interpretive Coherence and Trust Gaps in Strategic Political Communication."

The dataset includes coded variables for actor group, dominant frame, evaluative orientation, and call to action (CTA), covering 180 public messages related to the adoption of the NABU–SAPO law in Ukraine (July–August 2025).

The repository contains coded variables and source URLs but does not include copyrighted full-text content.
DOI: 10.5281/zenodo.18742923
title: Replication materials for: When Messages Align but Meanings Diverge: Interpretive Coherence and Trust Gaps in Strategic Political Communication

description: This repository contains the coded dataset, frame taxonomy (codebook), index formulas, and replication materials supporting the article:

"When Messages Align but Meanings Diverge: Interpretive Coherence and Trust Gaps in Strategic Political Communication."

The dataset includes coded variables for actor group, dominant frame, evaluative orientation, and call to action (CTA), covering 180 public messages related to the adoption of the NABU–SAPO law in Ukraine (July–August 2025).

The repository contains coded variables and source URLs but does not include copyrighted full-text content.
DOI: 10.15468/dl.b26h4x
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.98757 46.97054,-2.0648 46.94621,-2.12348 46.90259,-2.0856 46.86452,-1.97049 46.863,-1.92221 46.8899,-1.9289 46.92542,-1.95563 46.9599,-1.98757 46.97054))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004139-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6j6y6p
title: Occurrence Download

description: A dataset containing 10549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichocerca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10549 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004140-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sj24m
title: Occurrence Download

description: A dataset containing 22230 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (Risaralda, Chocó)",
 "TaxonKey is one of (Amphibia [GBIF Backbone Taxonomy], Squamata [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 22230 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004141-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edhx8w
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hesperocyparis abramsiana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is United States of America",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004142-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18489141
title: Supplemental Files associated with sepsis molecular subtyping
DOI: 10.5281/zenodo.18489140
title: Supplemental Files associated with sepsis molecular subtyping
DOI: 10.60905/swxyd0
title: Informe sobre la situaci��n estudiantil en Medell��n

description: &lt;p&gt;En el art��culo se hace un balance sobre las manifestaciones y brotes de violencia del pasado 02 de marzo en la ciudad y en los alrededores del campus universitario. Entre los datos m��s relevantes se encuentra la retenci��n de un agente por parte de los universitarios y que a��n permanece en su poder. El rector de la universidad y el gobernador, desmiente las versiones de que se realizar�� una intervenci��n militar en la universidad, al contrario, aluden a la autonom��a universitaria y a la resoluci��n del problema de manera pac��fica. Se hace menci��n a actos ocurridos en universidades como la UPB, La UNAULA, El Polit��cnico, la Nacional y la UdeM, el Liceo Marco Fidel Su��rez y el paro de los estudiantes de Medicina, enfermer��a y Odontolog��a. Tambi��n se menciona que la facultad de ingenier��a rechaza en su asamblea el paro. El radio peri��dico Clar��n tambi��n fue v��ctima de los desmanes.&lt;/p&gt;
description: CONTEXTO DE LA NOTICIA: El gobierno dialogar�� con la UTC; Destituyen a Villamil Chaux del Incora; Siguen los paros de maestros; Refuerzan pie de fuerza en Antioquia; Aumenta la inversi��n privada en Antioquia; Tensi��n entre Israel y Brasil; detenidos por complot econ��mico en Chile.
os noticias m��s complementa informaci��n al respecto en la misma p��gina se ubican los titulares: Calma en Medell��n y M��dicos y estudiantes en paro proponen soluciones.
DOI: 10.15468/dl.s3y3pu
title: Occurrence Download

description: A dataset containing 9855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rexea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9855 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004143-260221153910048/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.29900012
title: Barriers and facilitators to primary care staff conducting research – a qualitative systematic review

description: Research is vital for progress and development of healthcare and may help relieve current health service pressures through improvements and efficiencies. Research in primary care is not well established and is not part of routine practice. This study aims to investigate the barriers and facilitators to primary care staff conducting research. A systematic literature review was conducted in CINAHL, Medline, APA, PsycInfo, AHMED and EMBASE from inception to April 2023. Searches were for studies involving clinical or non-clinical staff working in primary care where barriers or facilitators to conducting research were examined. Twenty-one studies were included from 2000 to 2022. The QuADs quality appraisal method found that papers were of varying, often low quality. Five themes were found – research beliefs & understanding, time, funding & recognition, skills & knowledge, administration & support, ethics & understanding and communication & people. Staff thought research useful but optional and were impeded by time and funding. They need training and support to carry out research. Communication from the researchers before, during and after study completion would prevent problems and lead to more research participation in the future. Improved communication at all stages would serve as a facilitator to primary care staff conducting research. Clear, appropriate training for all staff would allow them to complete appropriate tasks for their roles and prevent one individual taking full responsibility. Embedding research in primary care with protected time and resources to complete it would remove barriers to taking part. Barriers and facilitators to staff conducting primary care research include time, funding and support. Clear communication between researchers and staff before, during and after studies would facilitate involvement. Research training would allow appropriate staff members to do appropriate tasks therefore embedding research into the whole primary care team.
DOI: 10.6084/m9.figshare.29900012.v1
title: Barriers and facilitators to primary care staff conducting research – a qualitative systematic review

description: Research is vital for progress and development of healthcare and may help relieve current health service pressures through improvements and efficiencies. Research in primary care is not well established and is not part of routine practice. This study aims to investigate the barriers and facilitators to primary care staff conducting research. A systematic literature review was conducted in CINAHL, Medline, APA, PsycInfo, AHMED and EMBASE from inception to April 2023. Searches were for studies involving clinical or non-clinical staff working in primary care where barriers or facilitators to conducting research were examined. Twenty-one studies were included from 2000 to 2022. The QuADs quality appraisal method found that papers were of varying, often low quality. Five themes were found – research beliefs & understanding, time, funding & recognition, skills & knowledge, administration & support, ethics & understanding and communication & people. Staff thought research useful but optional and were impeded by time and funding. They need training and support to carry out research. Communication from the researchers before, during and after study completion would prevent problems and lead to more research participation in the future. Improved communication at all stages would serve as a facilitator to primary care staff conducting research. Clear, appropriate training for all staff would allow them to complete appropriate tasks for their roles and prevent one individual taking full responsibility. Embedding research in primary care with protected time and resources to complete it would remove barriers to taking part. Barriers and facilitators to staff conducting primary care research include time, funding and support. Clear communication between researchers and staff before, during and after studies would facilitate involvement. Research training would allow appropriate staff members to do appropriate tasks therefore embedding research into the whole primary care team.
DOI: 10.15468/dl.xf4fmq
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sequoiadendron giganteum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is United States of America",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 107 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004145-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwykmp
title: Occurrence Download

description: A dataset containing 5176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saccostrea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5176 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004146-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srmdwg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "StateProvince is Tamaulipas",
 "TaxonKey is Grona"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004147-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uanzrr
title: Occurrence Download

description: A dataset containing 4538 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "Country is one of (Ecuador)",
 "StateProvince is one of (Zamora Chinchipe)",
 "TaxonKey is one of (Amphibia [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 4538 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004148-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srnpcg
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sequoiadendron giganteum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is United States of America",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 367 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004149-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvkqce
title: Occurrence Download

description: A dataset containing 3099825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thamnophilidae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3099825 records from 763 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004124-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsx9b9
title: Occurrence Download

description: A dataset containing 9271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobiusculus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9271 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004150-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mcfq7
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Helietta apiculata Benth."
 ]
}

 The dataset includes 190 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038420-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qfuhp
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.54352346904722 16.751976495664913,-91.60917735893744 16.751976495664913,-91.60917735893744 19.68632260577467,-94.54352346904722 19.68632260577467,-94.54352346904722 16.751976495664913))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ctenogobius boleosoma (Jordan & Gilbert, 1882)"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121687-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.