cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34810/data2205
title: Determinants of Antibody Levels and Protection against Omicron Breakthrough Infection

description: The ongoing evolution of SARS-CoV-2, particularly through the emergence of new variants, continues to challenge our understanding of immune protection. While antibody levels correlate with protection against earlier variants like Alpha and Delta, their relationship with Omicron sub-variants remains unclear. To investigate the role of antibody levels and neutralizing activity in preventing breakthrough infections, we analyzed longitudinal SARS-CoV-2 humoral responses and neutralizing activity against the ancestral virus and major emerging variants in a well-characterized cohort of healthcare workers in Spain (N = 405). We find that antibody levels and neutralization titers are key indicators of protection against SARS-CoV-2, including the more evasive BQ.1 and XBB Omicron variants. Higher IgG and IgA levels are associated with protection over three 6-month follow-up periods sequentially dominated by BA.1, BA.2, BA.5, BQ.1, and XBB Omicron sub-variants, although the strength of the association between antibody levels and protection declines over time. Our findings demonstrate that binding antibody levels and neutralizing responses are a valid correlate of protection against more evasive BQ.1 and XBB Omicron variants, although the strength of this association diminishes over time. Additionally, our results underscore the importance of continuous monitoring and updating vaccination strategies to maintain effective protection against emerging SARS-CoV-2 variants.&lt;br&gt;
DOI: 10.34810/data2213
title: Set of environmental, housing, household income and labour variables used throughout the EnerValor2 project

description: This dataset contains a variety of information on: environmental quality variables based on residents' opinions (from the 2021 Essential Population Characteristics Survey); housing quality variables based on the 2001 Population and Housing Survey; household income variables obtained from the 2016 Statistical Institute of Catalonia (Idescat); and variables on the distribution of people's occupation (work) according to the 2001 Population and Housing Census). These variables have been used or transformed for use as explanatory parameters of regression models in the EnerValor family projects.
DOI: 10.34810/data2225
title: Recull de dades per al coneixement de la vegetació. Part III: Geobotànica (1988-1991)

description: Recull i digitalització d’un total de 30 inventaris aixecats durant les pràctiques de l’assignatura Geobotànica, entre els anys 1988 i 1991. Estan realitzats amb la metodologia de Braun-Blanquet, i s’han identificat a nivell d’associació. Aquests inventaris, volgudament complets i revisats, s’adjunten en un full de càlcul.
description: B-VegAna (mòdul Quercus), null
DOI: 10.34810/data2226
title: Recull de dades per al coneixement de la vegetació. Part IV: Tipologia de la Vegetació (2001-2006)

description: Recull i digitalització d’un total de 45 inventaris aixecats durant les pràctiques de l’assignatura Tipologia de la Vegetació, els anys 2001, 2002, 2003 i 2006. Estan realitzats amb la metodologia de Braun-Blanquet, i s’han identificat a nivell d’associació. Aquests inventaris, volgudament complets i revisats, s’adjunten en un full de càlcul.
description: B-VegAna (mòdul Quercus), null
DOI: 10.34810/data2227
title: Recull de dades per al coneixement de la vegetació. Part I: Tipologia de la Vegetació (1986-1989)

description: Recull i digitalització d’un total de 143 inventaris aixecats durant les pràctiques de l’assignatura Tipologia de la Vegetació, entre els anys 1986 i 1989. Estan realitzats amb la metodologia de Braun-Blanquet, i s’han identificat a nivell d’associació. Aquests inventaris, volgudament complets i revisats, s’adjunten en un full de càlcul.
description: B-VegAna (mòdul Quercus), null
DOI: 10.34810/data2314
title: Good-sounds dataset

description: The Good-sounds dataset includes monophonic audio recordings of two types of musical exercises: single notes and scales. These recordings, performed by 15 professional musicians on flute, clarinet, trumpet, violin, and cello, were made in studio conditions at the Universitat Pompeu Fabra. The dataset supports research in sound quality, music education, and audio classification. It includes audio files in .wav format and metadata in .csv format detailing the exercise type, note, pitch, instrument, and performer, among others.
DOI: 10.34810/data2329
title: ak_acquisition_system

description: AKFruitData - ak_acquisition_system is a software solution for data acquisition in fruit orchards using a sensor system boarded on a terrestrial vehicle. It allows the coordination of computers and sensors through the sending of remote commands via a GUI. https://doi.org/10.1016/j.softx.2022.101231. AK_ACQS is a software solution for data acquisition in fruit orchards using a sensor system boarded on a terrestrial vehicle. It allows the coordination of computers and sensors through the sending of remote commands via a GUI. At the same time, it adds an abstraction layer on library stack of each sensor, facilitating its integration. This software solution is supported by a local area network (LAN), which connects computers and sensors from different manufacturers ( cameras of different technologies, GNSS receiver) for in-field fruit yield testing.
description: This software is stored and maintained in the following github repository: https://github.com/GRAP-UdL-AT/ak_acquisition_system
DOI: 10.34810/data2101
title: Categorització de grups focals sobre el futur habitatge per a la gent gran - Projecte HoOP

description: Es tracta de la categorització inicial dels 5 grups focals, amb 37 informants ( usuaris presents i potencials d'algun tipus d'habitatge adaptat per a gent gran i familiars de persones que actualment viuen en algun tipus d'habitatge adaptat per a gent gran ) realitzats entre els mesos de març i abril del 2023 que van expressar la seva opinió sobre el model actual d'habitatge per a la gent gran i la seva opinió sobre com hauria de ser el futur model en relació als espais i els usos, als dispositius, materials i serveis que s'ofereixen, a la gestió d'aquests habitatges i al confort i els sentiments que han de proporcionar aquests
espais.
DOI: 10.34810/data2125
title: Replication data for: Impact of changes in the distribution of household types on residential energy consumption in Spain, 2006-2023

description: The dataset comprises household energy consumption and characteristics data for Spain from 2006 to 2023, stored in a Stata data file. Accompanying this dataset is a Stata program file (in PDF), which contains the commands used for analysis. Additionally, a simulation program in a MS Excel format includes both data and computational tools for modeling household energy consumption, with an explanatory sheet detailing its usage.
DOI: 10.34810/data2128
title: Post-vaccination IgG4 and IgG2 class switch associates with increased risk of SARS-CoV-2 infections

description: Objectives: Repeated COVID-19 mRNA vaccinations increase SARS-CoV-2 IgG4 antibodies, indicating extensive IgG class switching following the first booster dose. This shift in IgG subclasses raises concerns due to the limited ability of IgG4 to mediate Fc-dependent effector functions.&lt;br&gt;Methods: To assess the impact of IgG4 induction on protective immunity, we analyzed longitudinal SARS-CoV-2 IgG subclasses, C1q and FcγR responses, and neutralizing activity in a well-characterized cohort of healthcare workers in Spain.&lt;br&gt;Results: Elevated IgG4 levels and higher ratios of non-cytophilic to cytophilic antibodies after booster vaccination were significantly associated with an increased risk of breakthrough infections (IgG4 HR[10-fold increase]=1.8, 95% CI=1.2–2.7; non-cytophilic to cytophilic ratio HR[10-fold increase]=1.5, 95% CI=1.1–1.9). Moreover, an increased non-cytophilic to cytophilic antibody ratio correlated with reduced functionality, including neutralization.&lt;br&gt;Conclusions: These findings suggest a potential association between IgG4 induction by mRNA vaccination and a higher risk of breakthrough infection, warranting further investigation into vaccination strategies to ensure sustained protection.
DOI: 10.34810/data2190
title: Replication Data for: Democratic accountability regimes, populism, and transparency in the European Parliament

description: The database contains data for the replication of the study "Democratic accountability regimes, populism, and transparency in the European Parliament". It contains 705 cases (corresponding to the Members of the European Parliament in the 9th term) and 40 variables at the individual, party and country levels.
DOI: 10.34810/data2211
title: Recull de dades per al coneixement de la vegetació. Part V: curs de doctorat de Vegetació Mediterrània Forestal i Arbustiva (1997-2007)

description: Recull i digitalització d’un total de 102 inventaris aixecats durant les pràctiques del curs de doctorat Vegetació Mediterrània Forestal i Arbustiva entre els anys 1997 i 2007. Estan realitzats amb la metodologia de Braun-Blanquet, i s’han identificat a nivell d’associació. Aquests inventaris, volgudament complets i revisats, s’adjunten en un full de càlcul.
description: B-VegAna (mòdul Quercus), null
DOI: 10.34810/data2221
title: Recull de dades per al coneixement de la vegetació. Part II: Geobotànica (1984-1986)

description: Recull i digitalització d’un total de 107 inventaris aixecats durant les pràctiques de l’assignatura Geobotànica, entre els anys 1984 i 1986. Estan realitzats amb la metodologia de Braun-Blanquet, i s’han identificat a nivell d’associació. Aquests inventaris, volgudament complets i revisats, s’adjunten en un full de càlcul.
description: B-VegAna (mòdul Quercus), null
DOI: 10.34810/data225
title: Quantification of chemical components present in phellem and phelloderm + plhoem of Quercus suber infected and free of Coraebus undatus.

description: The dataset contains the chemical composition (water content, fiber, six carbohydrates, total proteins, organic matter, and lignin) of the subcortical tissues (phellem and phloem) of 8 Quercus suber trees, 4 infected with Coraebus undatus and 4 not infected.
DOI: 10.34810/data2330
title: ak_frame_extractor

description: AKFruitData - AK_FRAEX: Tool for extracting frames from video files produced with Azure Kinect cameras. RGB-D camera, Data acquisition, Data extraction, Fruit yield trials, Precision fruticulture.https://doi.org/10.1016/j.softx.2022.101231. Python-based GUI tool to extract frames from video files produced with Azure Kinect cameras. Visit the project site at https://pypi.org/project/ak-frame-extractor/ and check the source code at https://github.com/GRAP-UdL-AT/ak_frame_extractor/
description: This software is stored and maintained in the following github repository: https://github.com/GRAP-UdL-AT/ak_frame_extractor
DOI: 10.34810/data2167
title: SAINT
title: Immunological ancillary study to the clinical trial Sars-CoV-2/COVID-19 Ivermectin Navarra-ISGlobal Trial (SAINT)

description: SAINT was clinical Trial that aimed at evaluating the efficacy of a single dose of ivermectin in reducing the transmission of SARS-CoV-2 when administered early after disease onset (72h).&lt;br&gt;The clinical trial found a tendency to lower viral loads, lower IgG titers, a marked reduction of anosmia/hyposmia, and a reduction of cough in the ivermectin treated group.&lt;br&gt;Rainwater foundation funded an ancillary study to evaluate whether ivermectin can immunomodulate COVID-19 response.
description: R, nan
DOI: 10.34810/data220
title: Bulwer's petrel Capture-Mark-Recapture data (survival)

description: Bulwer’s petrel captures from 2007 to 2018 specifying their colony (Vila, M.Clara or Cima) and their sex (0= not sexed, 1= male and 2= female). Data from Vila islet in Azores Islands were collected from 2007 to 2012 and in 2016; data from Montaña Clara islet in Canary Islands were collected from 2010 to 2018, and Cima islet from 2010 to 2018.
DOI: 10.34810/data2203
title: Design and validation of a low-cost triaxial 5G RF-EMF exposure sensor
title: WP 1, Task 1.3.2 Prototype RF-EMF nodes for next-generation telecom networks

description: A low-cost monitoring network, to measure radio frequency (RF) electromagnetic field (EMF) exposure induced by 5G, is required for risk communication and to support research into long-term health and ecological effects related to 5G technologies. A low-cost triaxial fifth generation (5G) RF-EMF exposure sensor was designed, calibrated, and validated in the field, using a commercial network. The sensor uses a triaxial antenna-based measure_x0002_ment design and is able to measure the exposure induced by 5G communication in the n78 (3300–3800 MHz) and the n77 (3300–4200 MHz) frequency band up to 3900 MHz. The sensitivity of the simultaneous analog-to-digital converter (ADC)-based triaxial sensor is 0.06 V/m, while having a com_x0002_bined uncertainty uc of 3.12 dB. The sensor was tested indoor and in two outdoor environments (private and commercial 5G networks). The maximum measured electric-field level induced by 5G (n77 band) was 0.89 V/m [500 m from a commercial base station (BS)] and 2.87 V/m (60 m from a private BS), which are 1.5% and 4.8% of the International Commission on Non-Ionizing Radiation Protection (ICNIRP) guidelines, respectively. A second measurement campaign was used to compare the values of the electric field captured by the novel triaxial 5G sensor and commercial measurement equipment (SRM-3006). The average values of the electric field registered by the triaxial 5G sensor differ on average 2.8 dB from the values of the SRM-3006, which is within the measurement uncertainty of the SRM-3006.
description: python, 3.11.4
DOI: 10.34810/data2331
title: RGBD_fruit_detection_faster-rcnn.pytorch

description: This project is a pytorch implementation of a Faster R-CNN for fruit detection suitable with multi-modal images (up to 5 channels). It's based on implementation of: jwyang/faster_rcnn.pytorch, developed based on Pytorch + Numpy

This implementation has been used to train and test the KFuji RGB-DS dataset, which contains images with 3 different modalities: colour (RGB), depth(D), and range-corrected intensity signal (S).
description: Python, 2.7
description: Pytorch, 0.2.0
description: CUDA, 8.0
description: This software is stored and maintained in the following github repository: https://github.com/GRAP-UdL-AT/RGBD_fruit_detection_faster-rcnn.pytorch
DOI: 10.34810/data246
title: Regression analysis for the relationships among time perspectives, procrastination and basic psychological need satisfaction

description: Raw data for analysing the relationships between procrastination and time perspectives, testing the moderating effect of BPNS between time perspectives and inter-subject procrastination variations. It includes a sample of 1,188 undergraduate students, aged 17-50 years (M = 20.02, SD = 2.63), who completed The Spanish version of the original 56-item Zimbardo Time Perspective Inventory, the 15-item Spanish version of the Échelle de Satisfaction des Besoins Psychologiques, the conjoint Spanish language adaptations of the General Procrastination Scale, the Decisional Procrastination Questionnaire, the Adult Inventory of Procrastination, ss well as the Pure Procrastination Scale.
DOI: 10.34810/data2220
title: Replication Data for: A configurational analysis of internationalization, absorptive capacity, and resource-based factors explaining firms’ innovation performance

description: The dataset contains the original and calibrated values of the variables used for the article, "A configurational analysis of internationalization, absorptive capacity, and resource-based factors explaining firms’ innovation performance," which is published in International Business Review.
DOI: 10.34810/data226
title: Variables relacionadas con la vacunación contra la COVID-19 y la reticencia vacunal en población general y profesionales sanitarios

description: Respuestas al cuestionario sobre vacunación contra la COVID-19 por parte de la población general y profesionales sanitarios. Esta información incluye datos sociodemográficos básicos de los enquestados, datos sobre su estado vacunal y, en las personas no vacunadas, datos sobre la reticencia vacunal.
description: Qualtrics, null
DOI: 10.34810/data2265
title: Bee sampling for yield in mediterrean agricultural landscape

description: This dataset contains raw data on bee populations and landscape characteristics collected in Catalonia during the years 2021 and 2022. It is associated with the manuscript "Past cover of mass flowering crops affects bee density, increases pollination effectiveness, and improves the oilseed rape yield in Mediterranean agricultural landscapes," submitted to Ecosphere.
DOI: 10.34810/data2266
title: Factores etiológicos en los victimarios de violencia de género en la pareja. Una revisión sistemática

description: Referencias completas, mapa conceptual y datos sintetizados en formato tabla de la revisión sistemática realizada sobre los estudios empíricos centrados en los factores etiológicos de los victimarios de violencia de género en la pareja.
DOI: 10.34810/data2268
title: Multi-Sensor Device for Police Firearm Monitoring Raw Dataset

description: The following dataset consists of pre-labeled multivariate time-series vectors collected from a firearm monitoring device. It includes data from a piezoelectric sensor, which captures vibrations generated by the firearm, and a photoelectric sensor, which measures the remaining number of rounds in the firearm's magazine. The labeled classes in the dataset represent typical firearm manipulations, including shots, reloads, and other related actions. 
The data was collected between March and May 2025 at the shooting training camp in Lleida by police instructors and specialized officers. The structure and format of the dataset are designed to support the training of deep learning algorithms for classifying event labels or extracting other metadata from the combined sensor data.
DOI: 10.34810/data227
title: Replication Data for: Charcoal and pollen analysis: Examples of Holocene fire dynamics in Mediterranean Iberian Peninsula

description: The present study focuses on charcoal particles (a component of vegetal ashes, Bodí et al., 2014) counted during palynological analysis. The absolute frequencies of this microcharcoal have been correlated with pollen percentages of resprouts, mesic trees, Pinus or AP (arboreal pollen), in order to observe patterns in the spread of wildfires, dynamic changes in plant succession, and possible cyclicities in Holocene microclimatic changes. The sites selected for this work are located within the Mediterranean area of the Iberian Peninsula and in the Eivissa Balearic Islands, between 42°16′ N and 36°47′ N. Results show two brief changes in vegetation dynamics during the Holocene. The first coincides with the 8.2 cal kyr event and marks both the beginning of Holocene dynamic changes in plant succession and the Climatic Optimum. During this first phase, charcoal peaks coincide with minimum percentages of mesic taxa (low rainfall) and occur just before an increase of resprout taxa (taxa which grow after fires). The second change happens at the ~ 4.2 cal BP kyr event, when fires are most frequent and resprout taxa increase their values compared to mesic taxa and forest cover (AP). We have also observed some differences in vegetal dynamics studied at different latitudes, which appear to be punctuated by climate or insularity. In short, (i) actual succession of Mediterranean vegetation can be recognized in the past; (ii) resilience in vegetation is more common during the first half of the Holocene than in the recent Holocene: A trend to aridity, reduced biomass and anthropization has caused vegetation resilience to decline; (iii) synchronicity between fire peaks of different sequences studied is very rare; and (iv) coincidence of many peaks of charcoal with Bond events inclines us to think that fires are more conditioned by the climate than by anthropogenic impact.
DOI: 10.34810/data2311
title: Carnatic Varnam Dataset

description: The Carnatic Varnam Dataset is a collection of 28 solo vocal recordings of varnams in seven rāgas, performed by five trained singers. Each recording includes annotations of tāla cycles and machine-readable notations aligned with time. The dataset is designed to facilitate research in melodic analysis, intonation characterization, motif discovery, and audio-score alignment in Carnatic music.
DOI: 10.34810/data2151
title: BOHEMIA scabies sub-study

description: The secondary effects of ivermectin MDA designed for malaria on scabies during the BOHEMIA trial.
DOI: 10.34810/data2185
title: Datos de replicación para: Acoso escolar, práctica deportiva, neuroticismo y trastorno de salud mental. Un estudio retrospectivo en una muestra de población clínica.

description: El presente Dataset recoge la información y resultados derivados del estudio titulado "Acoso escolar, práctica deportiva, neuroticismo y trastorno de salud mental. Un estudio retrospectivo en una muestra de población clínica". El estudio incluyó a 221 personas adultas con un diagnóstico de salud mental, procedentes de entidades del tercer sector de las comunidades autónomas de Cataluña y Madrid. El archivo de datos (formato .sav) contiene los siguientes datos que responden al género, la práctica deportiva durante la adolescencia (sí/no), la suma de las 50 preguntas del autotest Cisneros (Índice AE), las puntuaciones en las dimensiones salientes a los 60 ítems del NEO-FII-3 (neuroticismo, extraversión, apertura, amabilidad y responsabilidad) y número de trastornos mentales diagnosticados. Además, se incluye un archivo SPV con los resultados del análisis estadístico realizado con SPSS Statistics 30.0. En él se incluyen: estadísticas descriptivas de la muestra, pruebas de normalidad, pruebas de Mann-Whitney (para AE según género y práctica deportiva), pruebas de Kruskal-Wallis (para AE según número de trastornos) y tres modelos de regresión lineal por pasos con el Índice de AE como variable dependiente. Estos modelos incluyen como predictores la práctica deportiva, el número de trastornos mentales y el nivel de neuroticismo. El modelo final explicó el 39,6% de la varianza del AE. Todos los datos del estudio han sido anonimizados y son reproducibles.
description: Microsoft Forms, null
description: IBM SPSS Statistics, 30.0
DOI: 10.34810/data221
title: Exploratory and confirmatory factor analyses for the shortened version of WHOQOL-BREF

description: Primary data associated with reassessing the factor structure of the WHOQOL-BREF. The file includes two data sets: Study 1 (exploratory factor analysis), with a sample of 968 users recruited from three medical centers (395 men and 573 women, aged 18 to 91 years old - M = 45.96 and SD = 16.32); and from Study 2 (confirmatory factor analyses), with 1,900 participants (953 men and 947 women, aged 18 to 28 years - M = 25.03 and SD = 2.5). study 2 also includes the data from the Satisfaction with Life Scale (SWLS) in order to establish the concurrent validity of the WHOQOL-BREF.
DOI: 10.34810/data2300
title: Replication Data for: Microbiome Profiling from Fecal Immunochemical Test Reveals Microbial Signatures with Potential for Colorectal Cancer Screening

description: 16S rRNA metabarcoding from FIT positive samples (raw sequence reads)
description: Els arxius .sra d’aquest conjunt de dades contenen les lectures crues ("row sequence reads") obtingudes per seqüenciació de la regió V3-V4 del gen 16S rRNA, a partir d’ADN extret directament de mostres FIT positives recollides en el marc del programa de cribratge poblacional de càncer colorectal de Catalunya. L’objectiu de l'estudi era caracteritzar el microbioma intestinal i identificar biomarcadors microbians relacionats amb la presència de lesions colorectals detectades mitjançant colonoscòpia.


Aquest conjunt de dades també està disponible a l’arxiu de lectures de seqüències del NCBI (Sequence Read Archive, SRA) sota l’identificador de BioProject PRJNA792716 (URL: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA792716/)