cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29357162.v1
title: How should vaccine hesitancy be measured in healthcare workers? A systematic review of the measurement properties of validated tools

description: The use of validated tools to assess vaccine hesitancy is essential for designing strategies to improve vaccine uptake among healthcare workers (HCWs). This systematic review identified and evaluated tools measuring knowledge, attitudes, practices, vaccine intentions, and vaccine hesitancy in HCWs. Searches were conducted in PubMed, CINAHL, Scopus, Web of Science, PsycINFO, Cochrane Library, and JBI (PROSPERO: CRD42020212252). The methodological quality of the instruments was determined using the COnsensus-based Standards for the selection of health status Measurement Instruments (COSMIN) methodology. Of 11,580 articles screened, 33 studies were included, identifying 32 measurement tools related to vaccines recommended for HCWs, including influenza, HPV, HBV, and pertussis. The King’s Nurses Influenza Vaccination Questionnaire was the most frequently used and demonstrated reliable properties. Two other validated questionnaires showed adequate measurement properties. No validated tool was identified to comprehensively assess vaccine hesitancy across all HCW-recommended vaccines, limiting instrument applicability for broad implementation in healthcare settings.
DOI: 10.15468/dl.wgu35q
title: Occurrence Download

description: A dataset containing 56594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sardinella brasiliensis",
 "HasCoordinate is true",
 "Country is Brazil",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Machine Observation, Observation, Specimen)"
 ]
}

 The dataset includes 56594 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031964-260208012135463/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.29456201
title: Attitudes and acceptance of mRNA-based vaccine for neglected tropical diseases: A multi-country study in Asia

description: This study seeks to investigate willingness to receive vaccination against NTDs using mRNA-based vaccines in various Asian countries, including China. Between June and December 2023, an anonymous cross-sectional survey was carried out in five countries. The survey assessed knowledge and attitudes regarding mRNA vaccines and their potential impact on vaccination acceptance. The majority indicated being somewhat willing (44.9%), 19.3% expressed extreme willingness. High knowledge scores (adjusted odds ratio [aOR] = 2.61, 95% confidence interval (CI): 2.31–2.96] were associated with higher willingness to receive mRNA-based NTD vaccines. Participants from Bangladesh recorded the highest proportion expressed willingness (51.4%), followed by China (15.9%). Vietnam (15.4%) and Malaysia (14.8%). Pakistan (11.0%) and India (11.3%) recorded lowest proportions of willingness. Understanding the mechanism of mRNA vaccines and awareness of the difference between mRNA vaccines and conventional ones are knowledge items that significantly predict acceptance. Concerns regarding potential unknown side effects associated with mRNA-based approaches, and the perception that traditional vaccine development methods are safer, negatively correlate with willingness. Conversely, the belief in the advantages of mRNA-based approaches, such as rapid development, heightened potency, and reduced cost, positively correlates with willingness. High overall knowledge and attitudes scores were associated with a higher willingness to receive vaccines. The younger age group and females demonstrated a greater vaccination acceptance. Overall, the study highlights both opportunities and challenges in promoting the uptake of mRNA-based vaccines against NTDs in Asia countries. The study provides insights into enhancing knowledge and fostering positive attitudes toward mRNA-based vaccines.
DOI: 10.6084/m9.figshare.29456201.v1
title: Attitudes and acceptance of mRNA-based vaccine for neglected tropical diseases: A multi-country study in Asia

description: This study seeks to investigate willingness to receive vaccination against NTDs using mRNA-based vaccines in various Asian countries, including China. Between June and December 2023, an anonymous cross-sectional survey was carried out in five countries. The survey assessed knowledge and attitudes regarding mRNA vaccines and their potential impact on vaccination acceptance. The majority indicated being somewhat willing (44.9%), 19.3% expressed extreme willingness. High knowledge scores (adjusted odds ratio [aOR] = 2.61, 95% confidence interval (CI): 2.31–2.96] were associated with higher willingness to receive mRNA-based NTD vaccines. Participants from Bangladesh recorded the highest proportion expressed willingness (51.4%), followed by China (15.9%). Vietnam (15.4%) and Malaysia (14.8%). Pakistan (11.0%) and India (11.3%) recorded lowest proportions of willingness. Understanding the mechanism of mRNA vaccines and awareness of the difference between mRNA vaccines and conventional ones are knowledge items that significantly predict acceptance. Concerns regarding potential unknown side effects associated with mRNA-based approaches, and the perception that traditional vaccine development methods are safer, negatively correlate with willingness. Conversely, the belief in the advantages of mRNA-based approaches, such as rapid development, heightened potency, and reduced cost, positively correlates with willingness. High overall knowledge and attitudes scores were associated with a higher willingness to receive vaccines. The younger age group and females demonstrated a greater vaccination acceptance. Overall, the study highlights both opportunities and challenges in promoting the uptake of mRNA-based vaccines against NTDs in Asia countries. The study provides insights into enhancing knowledge and fostering positive attitudes toward mRNA-based vaccines.
DOI: 10.25574/30321
title: Chandra X-ray Observatory ObsId 30321

description: The sounds of feedback: deep and wide imaging of the cool core of the Perseus cluster
DOI: 10.15468/dl.82wcza
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylocia roraimense",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032017-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za2hfm
title: Occurrence Download

description: A dataset containing 174808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Xestia baja"
 ]
}

 The dataset includes 174808 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031981-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5959cn4f
title: MassIVE MSV000100917 - Loss of ciliary proteins IFT20 and IFT88 results in defective phagocytosis and metabolism in the RPE
title: A mayor proportion of retinal disease-causing genes are related to the primary cilium, a microtubule-based signalling organelle essential for multiple developmental pathways. Previous work has shown that the primary cilium plays a crucial role in the development of the retinal pigment epithelium (RPE) affecting homeostasis and function, in particular phagocytosis. We used a cell biological approach to analyse the influence of ciliary genes on RPE phagocytosis and dissect the underlying molecular mechanisms. We found that loss of ciliary trafficking via depletion of Ift20 and Ift88 in RPE-J cells resulted in impaired phagocytosis, specifically in reduced photoreceptor outer segments binding, changes in apical membrane morphology and altered mitochondrial metabolism, whereas loss of Bbs6 showed no functionality phenotype. In addition, proteomics revealed mis-regulated pathways and targets, through which new phagocytosis-related proteins were identified. Our data highlights the role of primary cilia proteins in RPE function and metabolism, essential for visual health.
DOI: 10.5281/zenodo.18713110
title: Monitoramento da Seca em Pernambuco via ERA5-Land (1950-2025): Dados de Reanálise, Scripts de Validação e Visualizações Hidro-Termodinâmicas.
title: Drought Monitoring in Pernambuco via ERA5-Land (1950-2025): Reanalysis Data, Validation Scripts, and Hydro-Thermodynamic Visualizations.

description: [PT] Este dataset e framework analítico fundamentam o estudo da seca em Pernambuco (1950-2025) utilizando reanálise ERA5-Land. O trabalho valida o modelo contra dados do INMET ($R^2=0,944$ para precipitação) e aplica indicadores termodinâmicos (Razão de Bowen, ESI e umidade do solo em profundidade) para diagnosticar o desacoplamento hídrico e a intensificação da aridez no Semiárido brasileiro.

[EN] This dataset and analytical framework support the drought study in Pernambuco, Brazil (1950-2025), using ERA5-Land reanalysis. The work validates the model against INMET data ($R^2=0.944$ for precipitation) and applies thermodynamic indicators (Bowen Ratio, ESI, and deep soil moisture) to diagnose water decoupling and the intensification of aridity in the Brazilian Semiarid region.

[ZH] 该数据集和分析框架支持使用 ERA5-Land 再分析对巴西伯南布哥州干旱(1950-2025 年)进行的研究。该工作针对 INMET 数据验证了模型(降水量 $R^2=0.944$),并应用热力学指标(波文比、ESI 和深层土壤水分)来诊断巴西半干旱地区的水分失耦和干旱加剧现象。

[ES] Este conjunto de datos y marco analítico fundamentan el estudio de la sequía en Pernambuco, Brasil (1950-2025), utilizando el reanálisis ERA5-Land. El trabajo valida el modelo frente a datos del INMET ($R^2=0,944$ para precipitación) y aplica indicadores termodinámicos (Razón de Bowen, ESI y humedad del suelo en profundidad) para diagnosticar el desacoplamiento hídrico y la intensificación de la aridez en el Semiárido brasileño.

[FR] Cet ensemble de données et ce cadre analytique soutiennent l'étude de la sécheresse dans le Pernambouc, Brésil (1950-2025), en utilisant la réanalyse ERA5-Land. Le travail valide le modèle par rapport aux données de l'INMET ($R^2=0,944$ pour les précipitations) et applique des indicateurs thermodynamiques (rapport de Bowen, ESI et humidité profonde du sol) pour diagnosticar le découplage hydrique et l'intensification de l'aridité dans la région semi-aride brésilienne.

[DE] Dieser Datensatz und der analytische Rahmen unterstützen die Dürrestudie in Pernambuco, Brasilien (1950-2025), unter Verwendung der ERA5-Land-Reanalyse. Die Arbeit validiert das Modell gegen INMET-Daten ($R^2=0,944$ für Niederschlag) und wendet thermodynamische Indikatoren (Bowen-Verhältnis, ESI und tiefe Bodenfeuchtigkeit) an, um die Wasserentkopplung und die Intensivierung der Aridität in der semiariden Region Brasiliens zu diagnostizieren.
DOI: 10.5281/zenodo.18713111
title: Monitoramento da Seca em Pernambuco via ERA5-Land (1950-2025): Dados de Reanálise, Scripts de Validação e Visualizações Hidro-Termodinâmicas.
title: Drought Monitoring in Pernambuco via ERA5-Land (1950-2025): Reanalysis Data, Validation Scripts, and Hydro-Thermodynamic Visualizations.

description: [PT] Este dataset e framework analítico fundamentam o estudo da seca em Pernambuco (1950-2025) utilizando reanálise ERA5-Land. O trabalho valida o modelo contra dados do INMET ($R^2=0,944$ para precipitação) e aplica indicadores termodinâmicos (Razão de Bowen, ESI e umidade do solo em profundidade) para diagnosticar o desacoplamento hídrico e a intensificação da aridez no Semiárido brasileiro.

[EN] This dataset and analytical framework support the drought study in Pernambuco, Brazil (1950-2025), using ERA5-Land reanalysis. The work validates the model against INMET data ($R^2=0.944$ for precipitation) and applies thermodynamic indicators (Bowen Ratio, ESI, and deep soil moisture) to diagnose water decoupling and the intensification of aridity in the Brazilian Semiarid region.

[ZH] 该数据集和分析框架支持使用 ERA5-Land 再分析对巴西伯南布哥州干旱(1950-2025 年)进行的研究。该工作针对 INMET 数据验证了模型(降水量 $R^2=0.944$),并应用热力学指标(波文比、ESI 和深层土壤水分)来诊断巴西半干旱地区的水分失耦和干旱加剧现象。

[ES] Este conjunto de datos y marco analítico fundamentan el estudio de la sequía en Pernambuco, Brasil (1950-2025), utilizando el reanálisis ERA5-Land. El trabajo valida el modelo frente a datos del INMET ($R^2=0,944$ para precipitación) y aplica indicadores termodinámicos (Razón de Bowen, ESI y humedad del suelo en profundidad) para diagnosticar el desacoplamiento hídrico y la intensificación de la aridez en el Semiárido brasileño.

[FR] Cet ensemble de données et ce cadre analytique soutiennent l'étude de la sécheresse dans le Pernambouc, Brésil (1950-2025), en utilisant la réanalyse ERA5-Land. Le travail valide le modèle par rapport aux données de l'INMET ($R^2=0,944$ pour les précipitations) et applique des indicateurs thermodynamiques (rapport de Bowen, ESI et humidité profonde du sol) pour diagnosticar le découplage hydrique et l'intensification de l'aridité dans la région semi-aride brésilienne.

[DE] Dieser Datensatz und der analytische Rahmen unterstützen die Dürrestudie in Pernambuco, Brasilien (1950-2025), unter Verwendung der ERA5-Land-Reanalyse. Die Arbeit validiert das Modell gegen INMET-Daten ($R^2=0,944$ für Niederschlag) und wendet thermodynamische Indikatoren (Bowen-Verhältnis, ESI und tiefe Bodenfeuchtigkeit) an, um die Wasserentkopplung und die Intensivierung der Aridität in der semiariden Region Brasiliens zu diagnostizieren.
DOI: 10.5281/zenodo.18712915
title: MD simulations  of TonB protein

description: MD simulation of TonB protein
DOI: 10.5281/zenodo.18712914
title: MD simulations  of TonB protein

description: MD simulation of TonB protein
DOI: 10.15468/dl.c4z7qr
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guadeloupe",
 "OccurrenceStatus is Present",
 "TaxonKey is Melipona variegatipes"
 ]
}

 The dataset includes 46 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032018-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exuana
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Guerlinguetus aestuans"
 ]
}

 The dataset includes 128 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032019-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zp3dk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cloeodes auwe",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032022-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18712814
title: Survey data and associated data cleaning / abbreviation code

description: Questions and answers collected during a survey in the grazing incidence small-angle scattering (GISAS) community, specifically on what comes before an experiment: hardware, software, sample alignment, and instrument calibration.

Data collection

The survey was communicated/advertised via domain-relevant conferences, the sa_scat@iucr.org mailing list, and personal e-mail communication between July 2024 and March 2025.On July 18, 2024 at SXNS17, the survey was introduced and access shared via a QR code in session (attendance: a few dozen). Later that day an announcement e-mail followed to the sa_scat@iucr.org mailing list (with 363 subscribers as of April 17, 2025). Further responses were gathered by word of mouth as well as through individual encouragement to (beamline) scientists by the authors, followed by a second and third oral presentation at canSAS and SAS2024 (Taipei, Taiwan; attendance: a few dozen). Responses received untilMarch 4th, 2025 are considered in the present dataset.

Note

Due to a mishap in configuration of the survey form answers to question 6 ("Which degrees of freedom can you control specifically?") could not be filled with multiple answers as intended. We recommend ignoring this data.
DOI: 10.5281/zenodo.18712813
title: Survey data and associated data cleaning / abbreviation code

description: Questions and answers collected during a survey in the grazing incidence small-angle scattering (GISAS) community, specifically on what comes before an experiment: hardware, software, sample alignment, and instrument calibration.

Data collection

The survey was communicated/advertised via domain-relevant conferences, the sa_scat@iucr.org mailing list, and personal e-mail communication between July 2024 and March 2025.On July 18, 2024 at SXNS17, the survey was introduced and access shared via a QR code in session (attendance: a few dozen). Later that day an announcement e-mail followed to the sa_scat@iucr.org mailing list (with 363 subscribers as of April 17, 2025). Further responses were gathered by word of mouth as well as through individual encouragement to (beamline) scientists by the authors, followed by a second and third oral presentation at canSAS and SAS2024 (Taipei, Taiwan; attendance: a few dozen). Responses received untilMarch 4th, 2025 are considered in the present dataset.

Note

Due to a mishap in configuration of the survey form answers to question 6 ("Which degrees of freedom can you control specifically?") could not be filled with multiple answers as intended. We recommend ignoring this data.
DOI: 10.15468/dl.8gkurz
title: Occurrence Download

description: A dataset containing 6851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix waldsteiniana"
 ]
}

 The dataset includes 6851 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032023-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.827r4b
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Budorcas taxicolor"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032024-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18712970
title: Reproduction Kit (IRIDIUM): Planck 2018 FULL + DESI DR2 BAO (CTRL2 vs RG vs Phantom)

description: This dataset provides the full reproduction kit for the EP3 “Iridium” cosmological analysis comparing three controlled scenarios using Planck 2018 FULL likelihoods combined with DESI DR2 BAO:

• CTRL2 (wide w₀ prior)

• RG Restricted (non-phantom support, w₀ > −1)

• Phantom Restricted (w₀ < −1)

The archive contains:

• Frozen MCMC chains for all three runs

• Likelihood summaries, marginal statistics, convergence diagnostics

• Original Cobaya configuration files

• Conda environment export and system information

• A fully executable Jupyter notebook reproducing all figures and tables used in the Iridium results pape

The notebook reproduces

• w₀ posterior comparison

• Δχ² component breakdowns

• Triangle plots

• Parameter shifts

This release is intended to provide full computational transparency and reproducibility. All results can be regenerated locally by unzipping the archive and running the notebook in the provided environment.

Associated paper:

“Derivation of δw ≈ 0.070 from Nuclear Binding Energies in Relational Gravity (Iridium Run)”

This Zenodo deposit establishes timestamped computational priority for the Iridium evidence tier.
DOI: 10.5281/zenodo.18712969
title: Reproduction Kit (IRIDIUM): Planck 2018 FULL + DESI DR2 BAO (CTRL2 vs RG vs Phantom)

description: This dataset provides the full reproduction kit for the EP3 “Iridium” cosmological analysis comparing three controlled scenarios using Planck 2018 FULL likelihoods combined with DESI DR2 BAO:

• CTRL2 (wide w₀ prior)

• RG Restricted (non-phantom support, w₀ > −1)

• Phantom Restricted (w₀ < −1)

The archive contains:

• Frozen MCMC chains for all three runs

• Likelihood summaries, marginal statistics, convergence diagnostics

• Original Cobaya configuration files

• Conda environment export and system information

• A fully executable Jupyter notebook reproducing all figures and tables used in the Iridium results pape

The notebook reproduces

• w₀ posterior comparison

• Δχ² component breakdowns

• Triangle plots

• Parameter shifts

This release is intended to provide full computational transparency and reproducibility. All results can be regenerated locally by unzipping the archive and running the notebook in the provided environment.

Associated paper:

“Derivation of δw ≈ 0.070 from Nuclear Binding Energies in Relational Gravity (Iridium Run)”

This Zenodo deposit establishes timestamped computational priority for the Iridium evidence tier.
DOI: 10.5281/zenodo.18713167
title: GRCh38 BWA Reference Genome Index for Parabricks and DNAnexus RAP
DOI: 10.5281/zenodo.18713166
title: GRCh38 BWA Reference Genome Index for Parabricks and DNAnexus RAP
DOI: 10.15468/dl.eha259
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paracaudina australis"
 ]
}

 The dataset includes 72 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032025-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y679yq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cloeodes hydation",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032026-260208012135463/datasets/export for details.
DOI: 10.15468/dl.ckx7s9
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia, South Africa, United States of America, Philippines)",
 "TaxonKey is Bunolagus monticularis"
 ]
}

 The dataset includes 37 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032027-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtqqhz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Farrodes ochraceous",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032028-260208012135463/datasets/export for details.