cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57903/uj/jlrz8y
title: Marker-independent vibrational spectroscopy imaging recognizes the hypoxia effect in the human brain endothelium - research data

description: This dataset contains Raman and Fourier-Transform Infrared (FTIR) spectroscopic data acquired from human brain endothelial cells HBEC-5i cultured for 24h under hypoxic (1% O₂) and normoxic conditions. Generated as part of a study investigating the molecular adaptations of cells to hypoxia—a key process in many neurodegenerative diseases—the data provide vibrational spectra capturing the unique molecular fingerprints of proteins, lipids, and nucleic acids at the single-cell level.
The dataset serves as a comprehensive resource for ensuring the reproducibility of the results presented in the associated publication. It includes raw and processed spectroscopic data, detailed analyses, and metadata necessary for recreating the experimental setup and findings. Additionally, the dataset contains resources for generating figures featured in the publication, making it an essential tool for validating findings and performing further analyses. Most data is provided in widely accessible formats, facilitating integration into various analytical workflows and promoting broad usability across disciplines. 
This research was funded by the National Science Centre NCN (DEC-2021/41/B/ST4/02000).
DOI: 10.5281/zenodo.18244907
title: MODERN MICROBIOLOGY EDUCATION IN VIROLOGY: DEVELOPING STUDENTS' DISEASE ANALYSIS AND LABORATORY DIAGNOSTIC SKILLS
DOI: 10.5281/zenodo.18244906
title: MODERN MICROBIOLOGY EDUCATION IN VIROLOGY: DEVELOPING STUDENTS' DISEASE ANALYSIS AND LABORATORY DIAGNOSTIC SKILLS
DOI: 10.5281/zenodo.18244849
title: Multi-scale monitoring using automated image analysis and citizen science

description: Master's thesis dataset.
DOI: 10.5281/zenodo.18244850
title: Multi-scale monitoring using automated image analysis and citizen science

description: Master's thesis dataset.
DOI: 10.5281/zenodo.18244868
title: When sea betrayed time. Atlantis' Accidental Truth.

description: I’m writing to propose an article that re-examines the Atlantis story through archaeology, climate science, and early human technology—positioning it not as myth or lost fantasy, but as a plausible transitional civilisation that may help explain major gaps in human development.

Rather than an advanced military empire, the article argues Atlantis may have been a naval and environmental society that mastered water, seasons, and timekeeping. Its ringed stone city functioned as a large-scale natural clock—using tides, canals, shadows, and stone walls to track days, seasons, and celestial cycles. This framework offers a fresh way to connect otherwise puzzling historical shifts, including:



The rapid transition from hunter-gatherers to city builders

Sudden advances in stone engineering and tools. (volcanic rocks from all around)

The emergence of calendars, astronomy, and timekeeping. The circular walls and tower in the middle. Gifts from the sky gods and sea? Or just the first accidental clocks

Global flood myths and early sky-based religions

Why post-Ice Age civilisations often moved inland, away from the sea


The piece draws on Plato’s account, Younger Dryas climate research, sea-level rise, geology around the Azores, and comparative myth—without claiming certainty, but presenting a coherent hypothesis that invites serious discussion.

The article is written for a general audience and sits at the intersection of history, science, and culture. I believe it would appeal to readers interested in human origins, lost history, and how we interpret the past.

Even the disappearance. Old walls were never complete they were big stones upon stones which would be impossible to move or hide... unless the sea rose 100 metres, in which case would bury itself!
DOI: 10.5281/zenodo.18244869
title: When sea betrayed time. Atlantis' Accidental Truth.

description: I’m writing to propose an article that re-examines the Atlantis story through archaeology, climate science, and early human technology—positioning it not as myth or lost fantasy, but as a plausible transitional civilisation that may help explain major gaps in human development.

Rather than an advanced military empire, the article argues Atlantis may have been a naval and environmental society that mastered water, seasons, and timekeeping. Its ringed stone city functioned as a large-scale natural clock—using tides, canals, shadows, and stone walls to track days, seasons, and celestial cycles. This framework offers a fresh way to connect otherwise puzzling historical shifts, including:



The rapid transition from hunter-gatherers to city builders

Sudden advances in stone engineering and tools. (volcanic rocks from all around)

The emergence of calendars, astronomy, and timekeeping. The circular walls and tower in the middle. Gifts from the sky gods and sea? Or just the first accidental clocks

Global flood myths and early sky-based religions

Why post-Ice Age civilisations often moved inland, away from the sea


The piece draws on Plato’s account, Younger Dryas climate research, sea-level rise, geology around the Azores, and comparative myth—without claiming certainty, but presenting a coherent hypothesis that invites serious discussion.

The article is written for a general audience and sits at the intersection of history, science, and culture. I believe it would appeal to readers interested in human origins, lost history, and how we interpret the past.

Even the disappearance. Old walls were never complete they were big stones upon stones which would be impossible to move or hide... unless the sea rose 100 metres, in which case would bury itself!
DOI: 10.5281/zenodo.18241913
title: Digital data practices in Fez's public administration and Governance: Survey Data (Residents and Municipal Managers, 2025)
DOI: 10.5281/zenodo.18241912
title: Digital data practices in Fez's public administration and Governance: Survey Data (Residents and Municipal Managers, 2025)
DOI: 10.5281/zenodo.18244922
title: Aster setosus Baker. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18244923
title: Aster setosus Baker. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18207338
title: Notas de leitura do processo "Proyecto de los Grupos de Viviendas Protegidas "Ramiro Ledesma Ramos" y "Martín Álvarez Hernández", Zamora [1942-1953]"

description: Notas de leitura do processo “Proyecto de los Grupos de Viviendas Protegidas "Ramiro Ledesma Ramos" y "Martín Álvarez Hernández", Zamora [1942-1953]” existente no Archivo Histórico Provincial de Zamora, em Zamora. 

Registo efetuado em outubro de 2024 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/es/documentacion/expedientes/50489/proyecto-de-los-grupos-de-viviendas-protegidas-ramiro-ledesma-ramos-y-martin-alvarez-hernandez-zamora-1942-1953. 

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em janeiro de 2026.
DOI: 10.5281/zenodo.18207339
title: Notas de leitura do processo "Proyecto de los Grupos de Viviendas Protegidas "Ramiro Ledesma Ramos" y "Martín Álvarez Hernández", Zamora [1942-1953]"

description: Notas de leitura do processo “Proyecto de los Grupos de Viviendas Protegidas "Ramiro Ledesma Ramos" y "Martín Álvarez Hernández", Zamora [1942-1953]” existente no Archivo Histórico Provincial de Zamora, em Zamora. 

Registo efetuado em outubro de 2024 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/es/documentacion/expedientes/50489/proyecto-de-los-grupos-de-viviendas-protegidas-ramiro-ledesma-ramos-y-martin-alvarez-hernandez-zamora-1942-1953. 

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em janeiro de 2026.
DOI: 10.5281/zenodo.18243456
title: AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research

description: Data set accompanying the "AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research" article.
DOI: 10.5281/zenodo.18243455
title: AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research

description: Data set accompanying the "AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research" article.
DOI: 10.5281/zenodo.18244940
title: Aster squamatus (Spreng.) Hieron. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18244941
title: Aster squamatus (Spreng.) Hieron. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.57830/2314994
title: Winter Cave Bat Census Data from Cumberland Piedmont Network (CUPN): 2014-2019 — Raw Data (PUBLIC)

description: Four parks in the Cumberland Piedmont Network (CUPN) have selected cave-roosting bats as a high priority vital sign for long-term monitoring: Chickamauga and Chattanooga National Military Park (CHCH), Cumberland Gap National Historical Park (CUGA), Russell National Monument (RUCA) and Mammoth Cave National Park (MACA). Cave bats were selected for several reasons, including their important ecological role in supporting cave ecosystems, their crucial role in controlling certain nocturnal insect populations and reducing agricultural and forestry pests, and their status under the Endangered Species Act (several bat species are considered “endangered”, “proposed endangered”, or a “species of concern”). All species of CUPN cave-dwelling bats are under threat from the novel fungal disease of bats called white-nose syndrome which has been confirmed in caves at these four network parks. Additional threats to the network’s cave-roosting bats center around habitat loss or impact—which may be caused by human disturbance, in-cave modifications, land use changes above cave roosts, an increase in feral predators (e.g., cats), collisions with wind turbines, and food source impacts from acid deposition, heavy metals, or pesticides. Given the importance of bats to both surface and subsurface ecosystems, and because many bat species rely on cave habitat for their survival, monitoring of bats and their cave roosts is of great importance for managing and protecting bat populations and critical bat (cave) habitat. Monitoring information will increase confidence in manager's decisions and improve their ability to manage park resources and will allow managers to confront and mitigate threats to the park and operate more effectively in legal and political arenas.

Winter in-cave counts primarily using direct visual or photographic techniques will be used to assess abundance each sampling year between 1 January and 28 February. Fifteen bat hibernacula will be censused in years ending with an odd number (e.g., 2017, 2019) at CUGA and MACA, and another 14 hibernacula will be monitored in years ending with an even number (e.g., 2016, 2018) at CHCH, MACA and RUCA.
DOI: 10.5281/zenodo.18244466
title: Thermal carbonization of woody biomass under inert atmosphere with temperature-dependent switching of catalytic effects of Cu and Ti

description: This dataset contains thermogravimetric analysis (TG–DTA) figures and scanning electron microscopy (SEM) images supporting the results of the associated manuscript. Raw numerical data were not fully available; therefore, the dataset provides the original figures and microscopy images used in the analysis and discussion. Transmission electron microscopy (TEM) images will be added in a future version.
DOI: 10.5281/zenodo.18244946
title: Aster tuberosus Less. ex Baker. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18244947
title: Aster tuberosus Less. ex Baker. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.16904/envidat.695
title: Forest Canopy Layer

description: This dataset provides a LiDAR-based classification of the forest canopy layer for selected Swiss cantons. Combining an area-based and tree-centred approach, forest areas are categorised into four canopy layering classes that differentiate between single-layered and multi-layered canopies.
description: Resource Title: ForestCanopyLayer.tif
 Size: 558505541 bytes
 Format: image/tiff
 URL: https://www.envidat.ch/dataset/01aaf289-b61f-43ab-be61-39d8e4705c30/resource/90bcde13-c71d-4618-a198-362ebccd0516/download/forestcanopylayer.tif
 Description: Forest Canopy Layer (class 1: single-layered; class 2: probably single-layered; class 3: probably multi-layered; class 4: multi-layered).
description: Resource Title: ForestCanopyLayer.qml
 Size: 8139 bytes
 Format: application/octet-stream
 URL: https://www.envidat.ch/dataset/01aaf289-b61f-43ab-be61-39d8e4705c30/resource/378dbed2-33a3-4398-8a41-5c341d27557d/download/forestcanopylayer.qml
 Description: QGIS QML file with stored layer style definitions for the ForestCanopyLayer.tif.
description: Resource Title: IFA_Data.csv
 Size: 3837 bytes
 Format: text/csv
 URL: https://www.envidat.ch/dataset/01aaf289-b61f-43ab-be61-39d8e4705c30/resource/a15b3bdb-c45e-4a8a-b526-8d43b265862c/download/ifa_data.csv
 Description: Validation data from the Independent Forester Assessment (IFA). x- /y-coordinate (CH1903+ LV03) and layer (1: single-layered; 2: multi-layered; -999: NA).
DOI: 10.7910/dvn/s8239a
title: Enablers and barriers of the Hub and Spoke Supervision Model among private sector providers in Nigeria: A theory-informed qualitative study

description: Patent and Proprietary Medicine Vendors (PPMVs) are important sources of information and care for many Nigerians, meeting a notable gap in healthcare supply, especially in rural and hard-to-reach areas. The Hub and Spoke Supervisory Model (HSSM) implemented by the IntegratE Project aims to address the persistent challenge of suboptimal care provided by PPMVs by strengthening PPMVs’ capacity to consistently deliver quality services to their clients. The Project conducted in-depth interviews with all (8) pharmacists supervising PPMVs and focus group discussions (FGDs) with 19 purposively selected PPMVs participating in the pilot in Kaduna and Lagos, Nigeria between June and July 2023 to identify the enablers and barriers to the HSSM. The study used Semi structured IDI and FGD guides developed based on the seven constructs of the theoretical framework of acceptability (TFA): affective attitude, ethicality, burden, opportunity cost, intervention coherence, perceived effectiveness, and self-efficacy to obtain information from the pharmacists and PPMVs, respectively. All the interviews and discussions were audio-recorded, transcribed verbatim and analyzed thematically.
DOI: 10.5281/zenodo.18008950
title: CLÍA-M V2

description: 📢 NOTA DE ACCESO TÉCNICO (31-12-2025):

Para la validación de los parámetros de inflación \alpha-atractora y acceso a la comparativa de datos brutos del Modelo CLÍA-M, utilice el siguiente enlace de verificación: https://grabify.link/AZ17XU
DOI: 10.5281/zenodo.18008951
title: CLÍA-M V2

description: 📢 NOTA DE ACCESO TÉCNICO (31-12-2025):

Para la validación de los parámetros de inflación \alpha-atractora y acceso a la comparativa de datos brutos del Modelo CLÍA-M, utilice el siguiente enlace de verificación: https://grabify.link/AZ17XU
DOI: 10.5281/zenodo.18009090
title: EVIDENCIA EXPERIMENTAL NEUTRINOS: MODELO CLÍA-M V2.

description: 📢 NOTA DE ACCESO TÉCNICO (31-12-2025):

Para la validación de los parámetros de inflación \alpha-atractora y acceso a la comparativa de datos brutos del Modelo CLÍA-M, utilice el siguiente enlace de verificación: https://grabify.link/AZ17XU
DOI: 10.5281/zenodo.18009089
title: EVIDENCIA EXPERIMENTAL NEUTRINOS: MODELO CLÍA-M V2.

description: 📢 NOTA DE ACCESO TÉCNICO (31-12-2025):

Para la validación de los parámetros de inflación \alpha-atractora y acceso a la comparativa de datos brutos del Modelo CLÍA-M, utilice el siguiente enlace de verificación: https://grabify.link/AZ17XU
DOI: 10.15468/dl.2tp254
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cajanus sericeus"
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008910-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2yrr5
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nigeria",
 "TaxonKey is Ploceus bannermani"
 ]
}

 The dataset includes 595 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008896-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2kmb9
title: Occurrence Download

description: A dataset containing 376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "IucnRedListCategory is VU",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachypithecus auratus",
 "Year 2000-2025"
 ]
}

 The dataset includes 376 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008888-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjy47p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.19.14_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008879-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18244942
title: MOISTURE CONTROL TECHNIQUES FOR BUILDING COVERING SYSTEMS EXPOSED TO ATMOSPHERIC PRECIPITATION
DOI: 10.5281/zenodo.18244943
title: MOISTURE CONTROL TECHNIQUES FOR BUILDING COVERING SYSTEMS EXPOSED TO ATMOSPHERIC PRECIPITATION
DOI: 10.15468/dl.7armcq
title: Occurrence Download

description: A dataset containing 1901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is FishBase Database"
 ]
}

 The dataset includes 1901 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008901-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18244931
title: CMR FEATURE TRACKING GLOBAL LONGLUTONAL STRAIN: A Novel Tool to Refine Sudden Cardiac Death Risk Prediction in Hypertrophic Cardiomomply

description: Hypertrophic cardiomyopathy (HCM) stands as one of the most common inherited cardiac disorders, characterized by abnormal thickening of the heart muscle, particularly the left ventricular (LV) myocardium, in the absence of other identifiable causes such as hypertension or aortic stenosis. First described in the mid-20th century, HCM has since been recognized as a heterogeneous condition with a broad spectrum of clinical presentations, ranging from asymptomatic individuals to those experiencing severe symptoms like heart failure, arrhythmias, and sudden cardiac death (SCD). The prevalence of HCM is estimated at approximately 1 in 500 individuals in the general population, though recent genetic and imaging studies suggest it may be as high as 1 in 200 when including subclinical cases. This makes HCM not only a significant public health concern but also a leading cause of SCD in young adults and athletes.

Genetically, HCM is primarily an autosomal dominant disorder, with mutations in genes encoding sarcomeric proteins—such as myosin heavy chain (MYH7), myosin-binding protein C (MYBPC3), and troponin T (TNNT2)—accounting for the majority of cases. These mutations disrupt the normal architecture and function of cardiac myocytes, leading to myocardial hypertrophy, disarray, and fibrosis. The hypertrophy is often asymmetric, most commonly affecting the interventricular septum, but it can involve other regions like the apex or be concentric in nature. This structural remodeling impairs diastolic relaxation, increases LV outflow tract (LVOT) obstruction in a subset of patients (obstructive HCM), and predisposes the heart to electrical instability.

Clinically, patients with HCM may present with symptoms such as dyspnea, chest pain, syncope, or palpitations, often exacerbated by exercise. However, a substantial proportion remain asymptomatic until a catastrophic event occurs. Diagnosis typically involves a combination of family history, electrocardiography (ECG) showing LV hypertrophy patterns, and imaging modalities like echocardiography, which reveals wall thickness greater than 15 mm in adults (or 13 mm in those with a family history). Cardiac magnetic resonance (CMR) imaging has become indispensable for detailed tissue characterization, identifying fibrosis via late gadolinium enhancement (LGE), which is a hallmark of adverse remodeling.

Despite advances in management, including beta-blockers, calcium channel blockers, septal myectomy, alcohol septal ablation, and implantable cardioverter-defibrillators (ICDs), the unpredictable nature of SCD remains a central challenge in HCM care. SCD, often due to ventricular arrhythmias like ventricular tachycardia or fibrillation, accounts for up to 1% annual mortality in HCM cohorts, with higher rates in younger patients. Identifying those at highest risk is crucial to guide preventive therapies, yet current strategies fall short in precision.