cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34810/data231
title: Resultats de l'enquesta realitzada en el projecte edDIT
title: Resultados de la encuesta realizada en el proyecto edDIT / Results of the edDIT survey

description: Aquesta base de dades conté els resultats de l'instrument adminstrat en el projecte "Corporacions tecnològiques, plataformes educatives digitals i garantia dels drets de la infància amb enfocament de gènere" desenvolupat pel grup d'investigació ESBRINA​ (2017 SGR 1248) i las Asociaciones Federadas de Familias de Alumnos de Cataluña (aFFaC), i finançat per l'Agència Catalana de Cooperació al Desenvolupament (ACCD). S'hi recullen, sense editar, les 2910 respostes obtingudes.
description: Esta base de datos contiene los resultados del instrumento administrado en el proyecto "Corporaciones tecnológicas, plataformas educativas digitales y garantía de los derechos de la infancia con enfoque de género" desarrollado por el grupo de Investigación ESBRINA​ (2017 SGR 1248) y les Asociaciones Federadas de Familias de Alumnos de Cataluña (aFFaC), y financiado por la Agencia Catalana de Cooperación al Desarrollo (ACCD). En esta base se recogen, sin editar, las 2910 respuestas obtenidas.
description: This database contains the results of the project "Technology corporations, digital educational platforms and guarantee of children’s rights with a gender perspective" developed by the research group ESBRINA (2017 SGR 1248) and the Federated Associations of Student Families of Catalonia (aFFaC), and funded by the Catalan Agency for Development Cooperation (ACCD). This database contains, without editing, the 2910 responses obtained.
DOI: 10.34810/data2312
title: Indian Art Music Raga Recognition Dataset (features)

description: The Indian Art Music Raga Recognition Dataset comprises two sizable datasets, one for each music tradition: Carnatic Music Dataset (CMD) and Hindustani Music Dataset (HMD). These datasets include full-length audio recordings and their associated rāga labels. They are intended for developing and evaluating approaches for automatic rāga recognition in Indian art music. This repository contains the metadata and computed features for the dataset. To access the audio recordings, please refer to the corresponding Zenodo entry and submit your request.
DOI: 10.34810/data2315
title: Amodal_Fruit_Sizing

description: We provide a deep-learning method to better estimate the size of partially occluded apples. The method is based on ORCNN (https://github.com/waiyulam/ORCNN) and sizecnn (https://git.wur.nl/blok012/sizecnn), which extended Mask R-CNN network to simultaneously perform modal and amodal instance segmentation. The amodal mask is used to estimate the fruit diameter in pixels, while the modal mask is used to measure in the depth map the distance between the detected fruit and the camera and calculate the fruit diameter in mm by applying the pinhole camera model.
description: This software is stored and maintained in the following github repository: https://github.com/GRAP-UdL-AT/Amodal_Fruit_Sizing
DOI: 10.34810/data2318
title: Multitask_RGB-D_FruitDetectionAndSizing

description: Multitask Deep Neural Network for Fruit Detection and Regresion of Fruit Diameters in RGB-D images (based on Detectron2). This project is an extension of the MaskRCNN architecture that allows to compute the diameter of fruits along with performing instance segmentation. The baseline for this project has been the detectron2 implementation of the MaskRCNN (https://github.com/facebookresearch/detectron2).
description: This software is stored and maintained in the following github repository: https://github.com/GRAP-UdL-AT/multitask_RGB-D_FruitDetectionAndSizing
DOI: 10.34810/data234
title: Data from stable C and N isotope ratios revealing seasonal and interannual variability in the diet of young and sub-adult male Antarctic fur seals

description: Stable carbon and nitrogen isotope ratios in whiskers and blood of young (2-3 years old) and sub-adult (4-7 years old) Antarctic fur seal males from the South Shetland Islands were used to assess the seasonal and interannual changes in the krill contribution to their diet. The dataset shows the stable isotope ratios revealing that krill dominated the diet of young and sub-adult male Antarctic fur seals year-round, with penguins, and not fish, as the second major prey, regardless of year and season. Whisker values are represented from the oldest part of the whisker (tip) to the newest one (root).
DOI: 10.34810/data236
title: Concentration of regulated pollutants, nutrients (ammonium, nitrate, phosphate) and total organic carbon (TOC) in selected river sites in NE Spain

description: &lt;body&gt;Concentration of regulated pollutants, nutrients (ammonium, nitrate, phosphate) and total organic carbon (TOC) in eighty-nine sampling sites located in sixteen river basins throughout Catalonia (NE Spain), and information related to the sampling sites&lt;body&gt;
DOI: 10.34810/data32
title: Analyzing short-term accommodation platforms' influence on the housing affordability in the global urban destinations. Cluster analysis

description: In the last decade, the housing markets of most major globalized urban destinations have progressively deteriorated, evidenced by a decrease in the availability and affordability of housing. Based on previous findings at city level and using k-means cluster analysis, this work reveals the influence of short-term-accommodation platforms (STAP) in this issue in the case of Barcelona, showing that the increase in housing rental prices is particularly significant in the "highly touristified", "trendy" or "more affluent" neighborhoods, where Airbnb listings are concentrated, and rental management is professionally handled. Moreover, this rise in prices is associated with the displacement of some of these neighborhoods' residents to other metropolitan areas, driving up their house prices. Based on these findings, we suggest adopting a management approach that considers the neighborhood as a management unit when designing the necessary regulations for housing and STAP supply.

The present dataset shows the full list of articles analysed.
The dataset, and ods file, is composed by the following sheets:

1. Codebook
2. Database
description: Version 1.0
DOI: 10.34810/data212
title: Experimental paradigms and patient anonymized neuroimaging data corresponding to the evaluation of self-monitoring abilities in terms of incongruent feedback during a Stroop modified paradigm.

description: The files contained in this dataset correspond to the neuroimaging data and experimental paradigms performed in a patient undergoing awake brain surgery for tumor removal in February 2020 at the Hospital Universitari de Bellvitge. In general terms, the experimental paradigm consisted in the presentation of the words ROJO (red in Spanish) or AZUL (blue in Spanish) printed in either red or blue ink color. The patient was instructed to press either a left or right button when the ink color was either red or blue, respectively, ignoring the word itself. After each trial, a visual feedback was presented showing either a green tick (correct feedback) or a red cross (incorrect feedback), which could either be congruent or incongruent with respect to the patient's performance. This task was performed during the acquisition of functional magnetic resonance imaging (fMRI), to detect relevant brain areas for feedback processing in terms of blood oxygenation levels, as well as during electrical stimulation mapping (ESM), which consists of applying an electrical current in the brain surface during the realization of a functional task inside the operating room during awake brain surgery procedures.
description: E-Prime Software, null
description: ImageJ, null
description: Multi-image Analysis GUI (Mango), null
description: MRIcro, null
DOI: 10.34810/data2274
title: RF-EMF exposure assessment with add-on uplink exposure sensor in different microenvironments in seven European countries
title: WP 1, Task 1.2.1

description: Several devices have been developed to assess exposure to radiofrequency electromagnetic field (RF-EMF). Since the existing solutions to measure the personal exposure induced by emerging 5G New Radio (NR) are expensive, complex, and bulky, a new cost efficient and low-complexity sensor is developed, that aims to measure RF-EMF exposure in different scenarios of data transmission within different areas. With this novel sensor, activity-based microenvironmental surveys were conducted across seven European countries: Belgium, Hungary, Italy, Poland, Switzerland, the Netherlands, and the United Kingdom. The device is attached to a smartphone to quantify the auto-induced uplink (a-UL) transmission component of the total exposure for a broadband frequency range from 100 MHz to 6000 MHz and is thus denoted as add-on sensor. In-situ measurements were performed for three usage scenarios, namely non-user (i.e., environmental exposure), maximum downlink (max DL), and maximum uplink (max UL) scenarios, in a large city, a secondary city, and three rural villages a priori selected within each country. Power levels were lowest in non-user scenarios (median: −2.64 dBm or 0.54 mW), increasing by a factor of 5.00 dB in maximum downlink scenarios and by a factor of 14.15 dB in maximum uplink scenarios. In the maximum uplink scenarios, the highest median a-UL power of 18.68 dBm (= 73.79 mW) was recorded in The Netherlands, while the lowest median a-UL power of 4.77 dBm (= 3 mW) was observed in the UK. The analysis of the measured data showed a prominent trend of a 2.72 dB lower power in the cities compared to the villages. Further comparisons were made based on microenvironment groups, where the lowest a-UL power levels (median: 12.35 dBm) were measured in outdoor areas, with an increase of 1.78 dB and 1.91 dB in power was measured compared to public transport and public places, respectively. This study compares RF-EMF power levels between different countries, urbanization settings, and usage scenarios, which is important for future epidemiological studies.
description: Python, 3.11.4
DOI: 10.34810/data2288
title: Datos procesados sobre investigadores PRONII, RNI, becarios BECAL y proyectos PROCIENCIA en Paraguay
title: Dataset relacionada a la tesis "Perspectivas de la evaluación de investigadores PRONII del Paraguay: referentes internacionales, contextos y exploración de escenarios"

description: Este conjunto de datos compila, filtra, anonimiza y normaliza información pública y administrativa obtenida y recolectada sobre actores clave del sistema científico paraguayo. Contiene: Datos de los investigadores categorizados en el Programa PRONII del CONACYT, Datos de los investigadores registrados en el Registro Nacional de Investigadores (RNI/RNAI) del CONACYT, Datos de los becarios del Programa BECAL y Datos sobre los proyectos financiados por el Programa PROCIENCIA del CONACYT. Todos los datos fueron recopilados de fuentes oficiales (CONACYT, Datos Abiertos Paraguay, BECAL) y procesados (filtrados, normalizados y anonimizados) para su uso en la investigación doctoral. La cobertura temporal de los datos abarca diferentes periodos que se especifican en la descripción de cada archivo a continuación. Los datos han sido organizados para la realización de la tesis doctoral denominada "Perspectivas de la evaluación de investigadores PRONII del Paraguay: referentes internacionales, contextos y exploración de escenarios".
description: Forma parte del Dataset de la tesis doctoral de Olga E. Moreno F., titulada "Perspectivas de la evaluación de investigadores PRONII del Paraguay: referentes internacionales, contextos y exploración de escenarios"
DOI: 10.34810/data243
title: Algorithm for the visualization of subtle topographic change of variable size in digital elevation models

description: JavaScript code to be implemented in Google Earth Engine(c). The multi-scale relief model (MSRM) is a new algorithm for the visual interpretation of landforms using DSMs. The significance of this new method lies in its capacity to extract landform morphology from both high- and low-resolution DSMs independently of the shape or scale of the landform under study. This method thus provides important advantages compared to previous approaches as it: (1) allows the use of worldwide medium resolution models, such as SRTM, ASTER GDEM, ALOS, and TanDEM-X; (2) offers an alternative to traditional photograph interpretation that does not rely on the quality of the imagery employed nor on the environmental conditions and time of its acquisition; and (3) can be easily implemented for large areas using traditional GIS/RS software. The algorithm is tested in the Sutlej-Yamuna interfluve, which is a very large low-relief alluvial plain in northwest India where 10 000 km of palaeoriver channels have been mapped using MSRM.
DOI: 10.34810/data2278
title: Assessment of Radio Frequency Electromagnetic Field Exposure Induced by Base Stations in Several Micro-Environments in France
title: WP 1, Task 1.2.1

description: Recently, the monitoring of the radiofrequency electromagnetic field (RF-EMF) exposure induced by cellular networks has received a great deal of attention. In this work, a set of 70 microenvironments (MEs) located in urban and rural areas are selected in France under, on the one hand, the French Beyond5G project, and on the other hand, the 5G expOsure, causaL effects and rIsk perception through citizen engagement (GOLIAT) EU project. The purpose of this study is to assess the RF-EMF DL exposure in residential areas, downtowns, business areas, train stations, and public transport rides. For that, we employ the personal ExpoM-RF4 dosimeter placed inside a backpack to perform the measurements in different MEs. To take into consideration the effect of the presence of the human body near the dosimeter, we propose a correction approach that is mainly based on comparing the measurements given by ExpoM-RF4 to the ones provided by a reference system using the Tektronix real-time spectrum analyzer (RTSA) far from the body. Then, we use metrics, such as the quadratic mean, standard deviation, and median of the electric (E) field to carry out a comparative study between different MEs with different RF bands. It was found that the RF-EMF exposure levels for all MEs are well below the maximum allowable exposure limit prescribed by the International Commission on Non-Ionizing Radiation Protection (ICNIRP). In addition, we perform clustering analyses using the K-Means technique to group the MEs with comparable exposure levels. The results show that the exposure level is low, but generally higher in MEs located in Paris than in the other considered areas (i.e., Massy and three villages, namely Igny, Bures-sur-Yvette and Gif-Sur-Yvette). For example, we observe that outdoor MEs can be grouped into three clusters, where the average total E fields (ATEFs) are 0.77 V/m, 0.35 V/m, and 0.08 V/m for the MEs belonging to the first, second and third clusters, respectively. Note that the first cluster here mainly contains the MEs located in Paris. This can be explained by the important number of antennas deployed in that area to serve the huge amount of users. We also observe few locations with exceptions confirming the presence of heterogeneous environments in the vicinity of some areas. For instance, three MEs in Paris among fifteen have an exposure level similar to Massy MEs in outdoor areas. The clustering of MEs located in transport station, and moving transport also show similar results. Finally,&lt;br&gt;we see that the ATEF in a shopping center and a university in Paris have the highest exposure values comparing to others located in Massy and villages. This also due to the considerable number of deployed antennas in Paris.
DOI: 10.34810/data2281
title: Needles of the Arelate type in the context of Hispania
title: Agujas de tipo Arelate en el contexto de Hispania

description: [ENG] Inventory with 143 'arelate' type bronze needles discovered in archaeological sites, funerary necropolises, and port areas, among others. They come from countries such as Spain, France, Italy, or Portugal. The needles provide a rich variety of contexts, which can be analyzed to deduce the function of these objects. These contexts can be considered from a topographical and functional point of view, some of them also provide chronologies. The dataset includes a CSV file and images.&lt;br&gt;
description: &lt;br&gt;[SPA] Inventario con 143 agujas de bronce de tipo “arelate” descubiertas en yacimientos arqueológicos, necrópolis funerarias y zonas portuarias, entres otras. Son procedentes de países como España, Francia, Italia o Portugal. Las agujas proporcionan una rica variedad de contextos, que pueden analizarse para deducir la función de dichos objetos. Estos contextos pueden considerarse desde un punto de vista topográfico y funcional, algunos de ellos también brindan cronologías. El dataset incluye un archivo CSV e imágenes.
description: Microsoft Excel, 2504
DOI: 10.34810/data232
title: Cory’s, Scopoli’s, and Cabo Verde shearwaters non-breeding locations

description: Non-breeding locations of Cory’s shearwaters (Calonectris borealis), Scopoli’s shearwaters (C. diomedea), and Cabo Verde shearwaters (C. edwardsii) tracked from the colonies of Berlenga, Chafarinas, Corvo, Faial, Graciosa, Montaña Clara, Pico, Selvagem, Sisargas, Terreros, Timanfaya, Veneguera, and Vila for Cory’s shearwaters; Cala Morell, Chafarinas, Filfla, Frioul, Giraglia, Gozo, Lavezzi, Linosa, Malta, Na Foradada, Na Pobra, Palomas, Pantaleu, Paximada, Porquerolles, Riou, Strofades, Tremiti, and Zembra for Scopoli’s shearwaters; and Curral Velho and Raso for Cabo Verde’s shearwaters. Animals were tracked between the years of 2006 and 2016, and data includes species, colony, unique identifiers for each bird and trip, latitude, longitude, year of tracking (1st year, 2nd year, etc.), and an ordering column that allows the positions to be ordered to form a track.
DOI: 10.34810/data2320
title: AgLiMatch dataset

description: The agricultural LiDAR data to evaluate scan matching techniques (AgLiMatch dataset) is comprised of a set of Velodyne VLP-16 LiDAR captures and the corresponding GNSS-RTK tracks acquired in a Fuji apple orchard using an autonomous platform. This dataset was used in [1] to evaluate scan matching techniques by comparing the platform path calculated using LiDAR scan matching techniques and the actual platform path ground truth measured with a GNSS-RTK system.
The correspondence between each LiDAR file (inside /velodyne_data folder) and GNSS track file (inside /GNSS_data folder) is detailed in “Velodyne-GNSS_correspondence-data.xlsx” file.
The relative position between the LiDAR sensor and the GNSS rover is shown in “experimental_setup.png”. Distance units are in mm.
DOI: 10.34810/data2325
title: Replication data for "RFID-based Soil Moisture Sensor for Smart Agriculture: a Gaussian Mixture Model Approach"

description: Laboratory measurements of passive Ultra-High-Frequency (UHF) RFID (Radiofrequency Identification) tags under several test conditions. The associated publication provides more information on the test set up. All file names include a timestamp (if applicable), the used tag name (to consult the respective datasheet), the channel frequency, the distance between the antenna and the tag, the obstacle (if applicable), and the transmission power (if applicable).
description: MS Excel, null
description: METHODOLOGICAL INFORMATION

1. Description of methods used for collection-generation of data: 
The complete methodology is explained and illustrated in: Nedal M. Benelmekki et al. “RFID-based Soil Moisture Sensor for Smart Agriculture: a Gaussian Mixture Model Approach”. In: Simposio Nacional de la Unión Científica Internacional de Radio, URSI 2025 (2025).


2. Methods for processing the data: 
Using Zebra's Developer API, raw data was formatted into .csv files for posterior signal processing.


3. Instrument- or software- specific information needed to interpret the data:
Any .csv visualizer and/or manager can be used for the data. The custom-software built for data collection can be found in the following repository: https://github.com/Wireless-Information-Networking/RFID-Reader-FX7500/tree/main


4. Instruments, calibration and standards information:
 Zebra FX7500 Fixed RFID Reader: The device in question, which will be the client.
 Reverse Polarity TNC cable (RF Coaxial Cable): To connect the RFID Reader to an antenna.
 Compatible Antenna: To use the RFID Reader. In this tutorial, the AN480 Antenna by Zebra is used.
 Ethernet Cable: To connect the RFID Reader to the PC.
 Power Supply: +24V DC power supply cable (supports 12V-48V, but 24V is recommended).
 PC/Laptop: Will be used as the server. The code should be executed on this computer, which should also be running a distribution of Linux.
 Passive UHF RFID Tags.


5. Environmental or experimental conditions:
 Two environments have been used:
 - Indoors: Laboratory conditions, controlled at 25 degrees celcius and ambient temperature.
 - Outdoors: Exterior grass field, 21 degrees celsius, sunny. 
 A sweep of different moisture levels and obstacles have been conducted. They are indicated in the filenames.


6. Quality-assurance procedures performed on the data:
 Signal filtering and preprocessing has been conducted in order to capture data of interest.
DOI: 10.34810/data245
title: Practitioners clusters according to their goal contents for accomplishing physical activities (PA)

description: Raw data from a study on the goals and the satisfaction of basic psychological needs regarding the physical activities (PA) practiced, the flow experienced and the perceived life satisfaction. It includes a sample of adults consisting of 953 men and 947 women aged between 18 and 28, who practiced PA at least weekly (N = 1900), who fulfilled Spanish language versions of the Goal Contents in Exercise Questionnaire, the Basic Psychological Need Satisfaction Scale, the Short Flow Scale and the Satisfaction with Life Scale.