cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21950/ccf03y
title: Balance Autoabastecimiento Legumbres Comunidad Madrid = Pulses self-supply potential in Madrid Region

description: Assessment of the food (pulses) self-sufficiency supply capacity in the Comunidad de Madrid (Spain) with different dietary and distribution scenarios.
The dataset is detailed at the municipal level, providing the number of people in each municipality that could meet their food (pulses) needs considering a) the average legume intake and b) the dietary recommendation and with two different distribution models: a) Centralizaed in the capital city, b) descentralized
description: The dataset is detailed at the municipal level, providing the number of people in each municipality that could meet their food (pulses) needs considering a) the average legume intake and b) the dietary recommendation and with two different distribution models: a) Centralizaed in the capital city, b) descentralized 

Column A: id
Column B: NaemMup: Name of the municipliy
Column C: CodMun: Code of the municipality as designated by the INE
Colmun D: CodComarca: Code of the Agrarian district (comarca) as designated by the INE
Column E: NameComarca: Name of the Agrarian district (comarca) as designated by the INE
Column F: Pob2024: Population 2024/01/01 according to INE https://ine.es/jaxiT3/Datos.htm?t=2881#_tabs-tabla (number of people)
Column G: SupplPotentialDiet23_persons: Number of people that can be fed with municipal production of pulse and 2023's pattern of consumption (aprox. 3kg/per capita annualy)
Column H: Balance_Diet23Centr%: % of people in the municipality that can be fed with municipal production of pulses with 2023's pattern of consumption if the production prioritizes the supply of the Metropolitan Area
Column I: Balance-Diet23Descentr%:% of people in the municipality that can be fed with municipal production of pulses with 2023's pattern of consumption if the production is allocated to the municipality where it is grown
Column J: SupplyPotentiaDietOK_perssons: Number of people that can be fed with municipal production of pulse and the pattern of consumption recommended by AESAN (aprox. 10kg/per capita annualy)
Column K: BalanceDietOOkcentro%: % of people in the municipality that can be fed with municipal production of pulses with the recommended diet if the production prioritizes the supply of the Metropolitan Area
Column L: Balance-DietaOKDescen%: % of people in the municipality that can be fed with municipal production of pulses with the recommended diet if the production is allocated to the municipality wehre it is grown
Column M: Balance-DietaOKredistrib%: % of people in the municipality that can be fed with municipal production of pulses with the recommended diet if the production is allocated to the municipality wehre it is grown and surplus is redistributed to the closest municipalities (priority to the Agrarian district)
DOI: 10.21950/kkakob
title: I-SUPPORT Robot: Data and results of the identification and control of a two-module soft arm

description: This project focuses on the I-SUPPORT soft robotic arm, a two-module continuum manipulator designed for assistive bathing tasks. A novel methodology is developed for independent position and orientation control, called Independent Distal Module Actuation (IDMA). The proximal module controls position (X,Z), while the distal module controls orientation (pitch, yaw). To cope with the nonlinear and compliant behavior of the arm, fractional-order controllers (FOPI) are implemented after performing system identification with Intel RealSense camera data. The approach is validated in both vertical and horizontal configurations, and experiments include position tracking, orientation regulation, load disturbance rejection, and task execution (e.g., sponge rubbing on the back).
description: The dataset includes identification data collected from the Intel RealSense depth camera while actuating the modules with tendons and McKibben chambers, as well as experimental results of step responses under different load conditions. It also contains position tracking experiments in both vertical and horizontal configurations, orientation control datasets of the distal module, and task control datasets corresponding to sponge rubbing experiments. In addition, MATLAB scripts are provided for modeling, controller design, data collection, and plotting, which allow the reproduction and analysis of the experiments described.
description: MATLAB, R2022a
description: Intel RealSense SDK
description: Arduino IDE
description: The methodology begins with the identification stage, where tendon and McKibben actuation signals were applied to each module and the Intel RealSense camera recorded the XYZ position of the end effector. The collected data were processed using MATLAB scripts in the Utils/ and Data_collection/ folders, which handled the signal conversion between pitch–yaw and tendon inputs and stored the results. Transfer functions for each axis were then obtained through least-squares identification, with the proximal module modeled under cable actuation and the distal module under pneumatic actuation. Based on these models, fractional-order PI controllers (FOPI) were designed using the iso-m tuning method. The controllers were tested in both vertical and horizontal configurations of the I-SUPPORT arm, where position and orientation tasks were performed and external disturbances were introduced by attaching different weights ranging from 10 to 70 g. Finally, the methodology was validated through functional experiments such as the sponge rubbing task, which demonstrated the ability of the system to perform real-world assistive actions with robustness and precision.
DOI: 10.57745/015dkz
title: Valorisation des données OCSGE Nouvelle Génération - Distinction entre la notion d’artificialisation (décret) et des ENAF - Gers

description: Dans le cadre de la valorisation des données de l'Occupation du Sol à Grande Échelle (OCS GE) Nouvelle Génération - 2019, ont été produits des indicateurs spatialisés sur le département du Gers afin d'évaluer le processus d'artificialisation des sols sur le territoire. Cette étude a d’une part pour but d’analyser la simple part de ces espaces qui est artificialisée mais également de rendre compte des différentes définitions et distinctions entre espaces naturels, agricoles et forestiers (ENAF) et espaces non artificialisés définis selon le décret n° 2022-763 du 29 avril 2022. Cette analyse est réalisée à la fois sur une zone d’étude de 284 km² située au nord du département du Gers et à l’échelle intra-urbaine (zones construites de l'OCS GE)
DOI: 10.21950/deearc
title: Reliability evaluation of ScratchJr rubric

description: The files contain data of the reliability evaluation of a rubric intended to grade ScratchJr programs.
DOI: 10.21950/mfhoo4
title: Augmented Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto aumentado de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)

description: &lt;h3&gt; Description of the project &lt;/h3&gt;

&lt;p&gt; This dataset is the result of the research carried out in the project "Mild Cognitive Impairment (MCI) Detection from Rey-Osterrieth Complex Figure Copy (ROCF) Drawings using a Contrastive Loss Siamese Neural Network". In this project, we employed an augmented version of ROCFD528 to train a siamese neural network that was designed to distinguish ROCF drawings made by a healthy individual from those made by an individual diagnosed with MCI. &lt;/p&gt;

&lt;h3&gt; Description of the dataset &lt;/h3&gt;

&lt;p&gt; This dataset contains a single folder with 2640 binary images of Rey-Osterrieth Complex Figures. &lt;/p&gt;

&lt;h3&gt; Methodology &lt;/h3&gt;

&lt;p&gt; For each drawing in the "Rey-Osterrieth Complex Figure dataset (binary images)" (also known as ROCFD528), we generated four augmented versions using random geometric transformations (rotations up to 8 degrees, shears up to 12 degrees, and scaling with factors ranging from 0.98 to 1.15). &lt;/p&gt;

&lt;h3&gt; Descripción del proyecto &lt;/h3&gt;

&lt;p&gt; El contenido de este conjunto de datos es resultado de la investigación llevada a cabo en el proyecto "Detección de Deterioro Cognitivo Leve (DCL) partiendo de Dibujos de la Figura Compleja de Rey-Osterrieth (FCRO) usando una Red Neuronal Siamesa". En este proyecto, empleamos una versión aumentada de ROCFD528 para entrenar una red neuronal siamesa cuya función es distinguir dibujos de la FCRO efectuados por una persona sana de aquellos realizados por una persona con DCL. &lt;/p&gt;

&lt;h3&gt; Descripción del dataset &lt;/h3&gt;

&lt;p&gt; Este dataset contiene una única carpeta con 2640 imágenes binarias de figuras complejas de Rey-Osterrieth. &lt;/p&gt;

&lt;h3&gt; Metodología &lt;/h3&gt;

&lt;p&gt; Para cada dibujo del "Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)" (también llamado ROCFD528), nosotros generamos cuatro versiones aumentadas de éste empleando transformaciones geométricas aleatorias (rotaciones de hasta 8 grados, cizallados de hasta 12 grados y escalados con factores que van desde 0.98 a 1.15). &lt;/p&gt;
DOI: 10.21950/qnnhmq
title: Muestra de publicaciones en la red social X sobre los programas de educación bilingüe en España

description: &lt;p&gt;La compilación y posterior análisis de esta muestra de publicaciones tiene como propósito llevar a cabo un estudio de caso de carácter inductivo, orientado a identificar las principales estrategias de encuadre y reencuadre utilizadas por los usuarios de X para posicionarse en redes sobre temas educativos y en particular, sobre la eficacia de los programas de educación bilingüe en España.&lt;/p&gt;
&lt;p&gt;Es una muestra de 446 publicaciones (aproximadamente 11.000 palabras) que forma parte de un corpus de textos digitales sobre los programas de educación bilingüe en España, alojado en Sketch Engine. Este corpus reúne actualmente 354.094 palabras e integra tanto textos procedentes de páginas web (214.365) como posts (155.351).&lt;/p&gt;

&lt;p&gt;La muestra recopila publicaciones de tres hilos distintos en la red social X:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;1. Source URL https://x.com/el_pais/status/1411553071075889152 
117 posts publicados del 3 al 6 de julio 2021&lt;/li&gt;
&lt;li&gt;2. Source URL https://x.com/anatorres8/status/1411223933035159552 
42 posts publicados del el 3 y 7 de julio del 2021&lt;/li&gt;
&lt;li&gt;3.Source URL https://twitter.com/ChapuzaLa/status/1405268810425270272 
287 posts publicados del 10 al 22 de junio del 2021&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Estas interacciones surgieron a raíz de la difusión de una noticia con cierta repercusión mediática: primero, la emisión de un reportaje en TVE1 el 16 de junio de 2021 sobre la retirada de un PEB por parte de un colegio público en Valladolid, y posteriormente, la publicación de un artículo sobre el mismo tema en el periódico El País el 3 de julio de 2021. Estas publicaciones impulsaron la circulación de la noticia en redes, lo que desencadenó múltiples reacciones de los/as usuarios/as de X sobre el tema. &lt;/p&gt;
description: Sketch Engine
DOI: 10.21950/ccnj2h
title: Do peri-urban areas act as refuges for the European rabbit (Oryctolagus cuniculus L.)?: Raw data

description: &lt;p&gt;The European rabbit is a key species in the Iberian Peninsula, as well as invasive in many areas around the world. However, European rabbit populations declined due to different diseases and now they are increasing in a patchy way The reasons are not clear, but it has been posed that peri-urban sites may be some favoured sites and even act as refuges for rabbits. The paper of reference analyzes the case in 18 municipalities in Madrid Region (Spain), where rabbit abundance was sampled in empty lots surrounding different types or urban areas as well as distant control sites. Other potentially relevant factors for the abundance of the species are included as control variables, namely factors associated with human occupation, plant cover and landscape elements which can favour the presence of predators. The paper shows that human factors are relevant for the species, but urban encroachment has a mixed effect, resulting in a reduced abundance of rabbits around single-family residential areas, while road proximity increases their abundance. The results point to human activity as a facilitator of the local development of dense rabbit populations due to interference with predators, but that free-ranging pets and predators living in neighborhoods with large gardens may reverse this situation locally.&lt;/p&gt;
DOI: 10.21950/hrclxr
title: Brightening and directionality control of dark excitons through quasi-bound states in the continuum

description: Thanks to their long lifetime, spin-forbidden dark excitons in transition metal dichalcogenides are promising candidates for storage applications in opto-electronics and valleytronics. To date, their study has been hindered by inefficient generation mechanisms and the necessity for elaborate detection schemes. In this work, we propose a new hybrid platform that simultaneously addresses both challenges. We study an all-dielectric metasurface with two symmetrically protected quasi-bound states in the continuum to enhance both the excitation and emission of dark excitons in a tungsten diselenide monolayer under normal light incidence. Our simulations show a giant photoluminescence signal enhancement (∼520) along with directional emission, thus offering distinct advantages for opto-electronic and valleytronic devices.
description: Electromagnetic simulations carried out with the finite difference time domain method
description: Lumerical
DOI: 10.21950/sbzv3w
title: Monitoring of Power Over Fiber Signals Using Intercore Crosstalk in ARoF 5G NR Transmission

description: Power over Fiber (PoF) needs safe and resilient operation of the infrastructure. In this article, we propose a new crosstalk-based remote monitoring technique of PoF signals in Spatial Division Multiplexing optical networks with no additional consumption at the remote radio head (RRH). We demonstrate this technique in a 250 m 7-core Multicore Fiber (MCF) transmitting three multiplexed 256 QAM 5G NR optical signals with a total throughput of 1.8 Gbps, a low-speed communications channel between a Central Office and a RRH, and a PoF signal delivering to feed the RRH&#39;s control board. The 5G NR optical signals are received at the RRH with EVM values within the limits stablished in the 3GPP 5G standard. The low-speed communications channel remotely manages the power supplied to a Radio Frequency Power Amplifier located at the RRH. The PoF signal is used to supply up to 131 mW to the control board of the RRH. The monitoring channel can accurately follow the optical power injected into the MCF or the optical power received at the RRH thanks to a real-time algorithm and an ad-hoc Matlab application, which also allows to control the PoF source and the low-speed communications channel.
description: Matlab
description: Excel
DOI: 10.21950/jv7vlk
title: Macroscopic structures based on La0.8Me0.2NiO3±δ (Me = Al, Ba and Ca) perovskites for renewable hydrogen production through thermochemical water splitting

description: The worrying energy and climate situations make it necessary to face a transition to a carbon-neutral economy. In this context, green hydrogen plays a crucial role in the future energy landscape. Besides other technologies, thermochemical water splitting represents a promising route for renewable hydrogen generation, using thermosolar energy as the primary energy source.
In this study, different types of perovskites La0.8Me0.2NiO3±δ (Me = Al, Ba and Ca) were synthesised via reactive grinding. Their redox performance was evaluated under different thermal reduction temperatures (1200-800 °C), obtaining materials with hydrogen production values ranging from 4.51 to 5.31 cm3STP/gmaterial·cycle when the reduction was performed at 800 °C, exceeding those already reported values for similar materials at higher temperatures. In order to obtain suitable configurations for their implementation in solar reactors, powdered perovskites were shaped into macrostructures such as pellets, reticulated porous ceramic (RPC) structures and thin films deposited over ceramic monoliths. Compared to powdered materials, the macrostructures exhibited higher hydrogen production attributed to enhanced gas-solid contact and more efficient heat transfer within the structures. The best performance was obtained by La0.8Ca0.2NiO3±δ supported as a thin layer over the ceramic monolithic structure, with productions up to 14.91–16.33 cm3STP/gmaterial·cycle using thermal reduction temperatures of 800 and 1000 °C, respectively.
These results confirm that shaping strategies enhance the already remarkable redox activity of perovskites and enable their integration into volumetric solar reactors. This represents a significant step forward in the development of scalable green hydrogen production systems based on renewable solar thermal energy.
DOI: 10.21950/da28lk
title: All-Optical Nanosensor for Displacement Detection in Mechanical Applications

description: In this Project, we propose the design of an optical system based on two parallel suspended silicon nanowires that support a range of optical resonances that efficiently confine and scatter light in the infrared range as the base of an all-optical displacement sensor. The effects of the variation of the distance between the nanowires are analyzed. The proposed design aims to use a simple light source using a commercial diode laser and simplify the readout systems with a high sensitivity of 1.1 × 106 V/m2 and 1.14 × 106 V/m2 at 1064 nm and 1310 nm, respectively.
description: Methodology: Electromagnetic simulation (Finite element method) of the scaterred electric field in the region around two silicon nanowires that are resonant at two wavelengths that are typical for commercial lasers.
description: Comsol Multiphysics
DOI: 10.21950/dv69v7
title: Ti6Al4V/SiC Metal Matrix Composites Additively Manufactured by Direct Laser Deposition

description: We present the study of the influence of the additive manufacturing parameters (laser power and scanning speed) and the reinforcement particle size and proportion in the geometry, microstructure and microhardness of Ti6Al4V/SiC composite simples fabricated by additive manufacturing.
description: Excel
description: Origin
description: X’Pert HighScore Plus software
description: Leica Application Suite software
DOI: 10.21950/zp1ms5
title: Carrying Gas Influence and Fabrication Parameters Impact in 3D Manufacturing of In Situ TiN‑Ti Composites by Direct Laser Deposition

description: We present the study of the relationship between the carrying gas (reactive or inert) and the process parameters of Direct Laser Deposition Additive Manufacturing in the manufacturing of Ti/TiN composite materiales.
description: Excel
description: Origin
DOI: 10.21950/3b0uyd
title: A One-Step Novel Method to Fabricate Multigrade Ti6Al4V/TiN Composites Using Laser Powder Bed Fusion

description: We proposed a novel methodology to fabricate in one step a multigrade titanium matrix composite reinforced with in situ TiN and a proof-of-concept hip implant by incorporating nitrogen during the L-PBF (Laser powder bed fusion) process.
description: Excel
description: Origin
DOI: 10.21950/imdrop
title: DINAMOVES — Dinámicas de Movimientos: Redes, Coaliciones y Debates Internos de Movimientos Sociales (España, 2006-2023)/ Movement Dynamics: Networks, Coalitions, and Internal Debates within Social Movements (Spain, 2006–2023)

description: Este conjunto de datos documenta y analiza las dinámicas internas de los movimientos sociales en España, articulando organización, debates, alianzas, repertorios de acción, oponentes, institucionalización, represión e impactos. La unidad de registro son noticias/episodios codificados manualmente a partir de prensa alternativa y militante —principalmente El Salto y Diagonal/Periódico 15M— asegurando trazabilidad a cada fuente. La base integra 41 variables estructuradas (fechas, localización, tipo de acción, demandas, coaliciones, audiencias, resultados, etc.) que permiten análisis comparativos y longitudinales. Su ámbito geográfico es España, con cobertura temporal aproximada 2006–2023, abarcando distintos ciclos de movilización y campañas. El propósito es facilitar investigación, docencia y verificación empírica sobre la acción colectiva en España en este período.
DOI: 10.21950/vvajm1
title: Dataset sintético de construcciones impersonales con ‘tú’ en español: pares de oraciones originales y corregidas

description: El dataset forma parte del proyecto PALABRIA-CM-UC3M (Perfeccionamiento del Aprendizaje de la Lengua mediante Analítica Basada en Reglas Lingüísticas e Inteligencia Artificial), financiado por la Comunidad de Madrid a través del convenio-subvención para el fomento y la promoción de la investigación y la transferencia de tecnología en la Universidad Carlos III de Madrid (PALABRIA-CM-UC3M). El objetivo general del proyecto es mejorar la enseñanza y el aprendizaje del español mediante la integración de conocimiento lingüístico y técnicas de inteligencia artificial.
description: Este conjunto de datos contiene 300 pares de ejemplos sintéticos que ilustran el uso del “tú” impersonal en español escrito. Cada par incluye una oración con un uso inapropiado del “tú” impersonal y su corrección correspondiente utilizando el “se” impersonal. En español, el “tú” impersonal se considera propio de la oralidad y de registros informales y, por lo general, no es adecuado para textos escritos, donde se prefiere el uso del “se” impersonal para lograr una expresión neutra y estándar. El objetivo de este dataset es proporcionar ejemplos claros de este fenómeno lingüístico.
description: El dataset fue generado mediante ChatGPT, solicitando la creación de 300 ejemplos sintéticos de estructuras comunes de oraciones con el “tú” impersonal y su corrección correspondiente utilizando el “se” impersonal. Los ejemplos fueron revisados manualmente para asegurar que las correcciones fueran coherentes y gramaticalmente correctas.
description: ChatGPT
description: Excel
DOI: 10.21950/s9fupd
title: Dataset sintético de construcciones con gerundio de posterioridad en español: pares de oraciones originales y corregidas

description: El dataset forma parte del proyecto PALABRIA-CM-UC3M (Perfeccionamiento del Aprendizaje de la Lengua mediante Analítica Basada en Reglas Lingüísticas e Inteligencia Artificial), financiado por la Comunidad de Madrid a través del convenio-subvención para el fomento y la promoción de la investigación y la transferencia de tecnología en la Universidad Carlos III de Madrid (PALABRIA-CM-UC3M). El objetivo general del proyecto es mejorar la enseñanza y el aprendizaje del español mediante la integración de conocimiento lingüístico y técnicas de inteligencia artificial.
description: Este conjunto de datos contiene 300 pares de ejemplos sintéticos que ilustran el uso incorrecto del gerundio de posterioridad en español escrito. Cada par incluye una oración con un uso no normativo del gerundio indicando una acción posterior y su corrección correspondiente. En español, el gerundio se considera correcto cuando expresa una acción simultánea o anterior al verbo principal, mientras que su uso para indicar una acción posterior es incorrecto según la gramática normativa.
El objetivo de este dataset es proporcionar ejemplos claros de este fenómeno lingüístico.
description: ChatGPT
description: Excel
description: El dataset fue generado mediante ChatGPT, solicitando la creación de 300 ejemplos sintéticos de estructuras comunes de oraciones con uso incorrecto del gerundio de posterioridad y sus correcciones. Los ejemplos fueron revisados manualmente para asegurar que las correcciones fueran coherentes y gramaticalmente correctas.