cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34810/data1118
title: Replication data for "Synergic kinetic and physiological control to improve the efficiency of Komagataella phaffii recombinant protein production bioprocesses"

description: The file incorporates the primary dataset derived from the various fermentations discussed in the article. This includes on-line data acquired in real-time through the control software, which integrates various process variables, as well as offline data obtained from the analysis of samples extracted at different stages of the bioprocess.
description: The method for estimating discrete rates or time-dependent specific growth rate (µ(t)), specific substrate consumption rate (qS(t)), specific product (or by-product) formation rate (qP(t)), specific oxygen consumption rate (qO2(t)), and specific carbon dioxide production rate (qCO2(t)) was adapted from a study by Cos (2005). Initially, global state variables such as biomass (XV), substrate (SV), and product (PV) concentrations were estimated using off-line data collected during the feeding phase. The Curvefit Toolbox of Matlab R2009a was employed to smooth the curves of these global state variables, and their first time-derivatives were calculated.
On-line data on O2 and CO2 concentrations were utilized to calculate the oxygen uptake rate (OUR) and carbon dioxide evolution rate (CER). 
The specific rates of µ(t), qS(t), and qP(t) were then derived by applying their corresponding mass balances, whereas qO2(t) and qCO2(t) were determined by dividing the calculated OUR and CER by the biomass concentration measured from off-line samples. The uncertainties in these discrete specific rates were quantified through error propagation. As mentioned, the equations for these calculations can be found in the literature, specifically in the work of Cos (2005).
description: Matlab, null
description: SigmaPlot, null
description: MS Excel, null
DOI: 10.34810/data1133
title: Replication data for: A Systematic Review of Open Data in Agriculture

description: This dataset contains a collection of 1162 papers retrieved by using a PRISMA systematic review of Open Data and Public Domain data in Agriculture. This collection of papers uses, creates, or discusses Open Data and Public Domain.

The dataset uses the Zotero RDF format and is classified according to the source and the topic of the paper.
DOI: 10.34810/data1059
title: Actuacions musicals de dones a les comarques de Girona, Lleida i Tarragona a través del buidatge de revistes especialitzades (1900-1950)

description: El dataset és el resultat del buidatge d'esdeveniments de dones professionalitzades en el món musical que es van portar a terme a les províncies de Lleida, Tarragona i Girona (1900-1950) de les revistes: Arte y cinematografía (1910-1936). Editada a Barcelona; Eco Artístico (1909-1923). Editada a Madrid; Revista de varietés (1914). Editada a Madrid; Ritmo (1929-1950). Editada a Madrid ; Scherzando (1906-1935). Editada a Girona.
S'han recollit les dades dels espais on s'ha dut el terme l'actuació per poblacions, el nom de les artistes o companyies, el gènere musical i la data per revista, així com els respositoris on es poden trobar i els enllaços per accedir-hi.
description: El fitxer CSV és l'exportació de les referències que s'han classificat i organitzat amb el gestor bibliogràfic Zotero. El fitxer RDF es pot reutilitzar important-lo al gestor bibliogràfic Zotero.
description: Arte y cinematografía (1910-1936). Editada a Barcelona; Eco Artístico (1909-1923). Editada a Madrid; Revista de varietés (1914). Editada a Madrid; Ritmo (1929-1950). Editada a Madrid ; Scherzando (1906-1935). Editada a Girona
DOI: 10.34810/data109
title: Solar pilot-plant results of photo-Fenton process treating water polluted with pesticides in Bolivia

description: The management of empty pesticide containers (EPC) in Bolivia generates wastewaters polluted with pesticides, which must be properly treated before discharged. In this study, solar photo-Fenton at low Fe2+ doses were tested at pilot plant scale in Cochabamba (Bolivia) for the removal of pesticides dimethoate and atrazine in their commercial form, spiked in river water. The data included are the results of remaining pesticides, Total Organic Carbon and hydrogen peroxide concentration along the treatment for the different experimental conditions tested (from 0 to 1,5 mgL-1 of Fe2+). Data also includes the accumulated energy, in KJs-1, corresponding to the measures of global UV radiation in a range of 0 to 60.8 W m-2 and wavelengths between 290 and 370 nm
DOI: 10.34810/data1093
title: Data about voice search in United States digital media outlets. Use of the "speakable" markup

description: This dataset explores how U.S. digital media outlets use the "speakable" semantic markup for voice search. Its use is intended to attract informational content to Google Assistant and Google Home devices, while it is also considered a necessary strategy for voice search optimization (VSO). The analysis of the use of this markup is limited to 50 U.S. media outlets because it is currently only implemented in this geographic area. In this study, 372,000 news items were analyzed with the SEO tool Screaming Frog.
DOI: 10.34810/data1098
title: Replication Data for: Gestión de la diversidad cultural con niños/as y familias vulnerables. La voz de las familias como eje de innovación en la práctica socioeducativa

description: Los datos que se presentan muestran evidencias entorno a cómo el trabajo socioeducativo que se lleva a cabo en los centros mejora la cohesión social en los territorios, promoviendo el cumplimiento de los derechos de infancia, bajo criterios de justicia social y también aporta orientaciones teórico-metodológicas para el incremento de la cohesión social de los territorios. El estudio se ha realizado mediante un cuestionario administrado a 42 padres y madres de 5 Centros Socioeducativos (CSE). El análisis de los resultados obtenidos en los cuestionarios administrados a las familias ha consistido en la comparación de las puntuaciones medias de las opiniones acerca de cómo los CSE promueven los diversos elementos (subdimensiones) que configuran la categoría cohesión social, tanto por parte de los niños/as que participan en los centros como por parte de sus familias. Los datos recopilados han permitido determinar si el paso por los centros ha tenido efectos en los diferentes elementos configuradores de la cohesión social y concretar en cuál de los dos grupos se ha dado dicho efecto.

Los datos que se pueden consultar en el presente Dataset son: [1] Guión cuestionario administrado a familias; [2] Matriz resultados cuantitativos
description: spss, 22
DOI: 10.34810/data1099
title: Replication Data for: Actividades de ocio educativo generadoras de cohesión social: la mirada de educadores/as en formación.

description: Los datos que se presentan muestran evidencias entorno a cómo los participantes entienden que el ocio educativo ayuda a fortalecer la cohesión social en los territorios y también aporta e criterios educativos y tipologías de actividades que los encuestados señalan como prioritarias para el desarrollo de la cohesión social en el marco de las entidades de ocio educativo dirigidas a niños, niñas y adolescentes. La muestra total de alumnos de cursos de monitores y directores de tiempo libre educativo, que han participado en la realización de este estudio, ha sido de N=780, de los cuales un 34,6% son hombres y un 65,4% mujeres, con una media de edad de 24,1 años. Los datos que se pueden consultar en el presente Dataset son: [1] Guión cuestionario administrado a educadores en formación; [2] Matriz resultados cuantitativos educadores en formación
description: SPSS, 22
DOI: 10.34810/data110
title: Determination of bioactive compounds in barley flour by Near-infrared spectroscopy

description: Analytical and spectral data set used for development of NIRS prediction models for rapid measurement of non-starch polysaccharides (BG and AX), phenolic compounds (free and bound phenolic acids - FP and BP) and anthocyanins (AN) in barley flour.
DOI: 10.34810/data1100
title: Scabies diagnostic accuracy study data

description: The dataset includes a list of clinical assessments made by different fieldworkers and medical doctors on whether participants had scabies or not as well as demographic data on sex and age. The data was used to assess the diagnostic accuracy of fieldworker diagnosis of scabies in the field.
DOI: 10.34810/data111
title: Data set for a predictive model for Spain on the economic impact of the COVID-19 crisis

description: The global COVID-19 spread has forced countries to implement non-pharmacological interventions (NPI) to preserve health systems. Spain is one of the most severely impacted countries, both clinically and economically. In an effort to support policy decision-making, Candel et al.(2021) [https://dx.doi.org/10.2139/ssrn.3745801] have developed a modified Susceptible-Exposed-Infectious-Removed (SEIR) epidemiological model to simulate the pandemic evolution. Its output was used to populate an economic model to quantify healthcare costs and GDP variation, through a regression model which correlates NPI and GDP change from 42 countries. The dataset contains information on the main variables used in order to specify and estimate this predictive model.
DOI: 10.34810/data1113
title: Geolocation and Timeline data from a participatory research with LGBTI youth in Sabadell, Spain.

description: This dataset are the results of two intervention with a group of LGBTI Youth based in Sabadell, Spain. The aim of the research was to find out about the characteristics of LGBTI safe space from a social pedagogue perspective. The geolocation data offers the places where the group had a sense of saveness because their identity as a sexual minority through Google Earth app. The timeline data gives information about the modern institucionalize and social history of the LGBTI community in Europe, Spain and Catalonia.
DOI: 10.34810/data112
title: Base de dades dels elements patrimonials vinculats al subministrament d'aigua als municipis de Tarragona, La Canonja, El Catllar i Els pallaresos
title: Database of patrimonial elements linked to the water supply in the towns of Tarragona, La Canonja, El Catllar and Els pallaresos

description: &lt;p&gt;Base de dades que recull 203 elements patrimonials històrics que es coneixen i que estan relacionats amb el subministrament de l'aigua a la ciutat de Tarragona i una part del seu territori. S'efectua una breu descripció i relació bibliogràfica, incidint en la cronologia (romà, medieval, modern o contemporani), localització (Tarragona, La Canonja, El Catllar i Els Pallaresos) i les recomanacions d'actuació sobre els elements patrimonials. Les dades es van recollir entre setembre de 2019 i setembre de 2020.
description: &lt;p&gt;This database collects 203 historical heritage elements which are known and related to the supply of water to the city of Tarragona and part of its territory. A brief description and bibliographic list are made, focusing on the chronology (Roman, medieval, modern or contemporary), location (Tarragona, La Canonja, El Catllar and Els Pallaresos) and the recommendations for action on the heritage elements. Data were collected between September 2019 and September 2020.&lt;/p&gt;
DOI: 10.34810/data1120
title: Catalog of Roman coins from Almenara II (Castellon)

description: [ENG] Photographic catalog database with 78 bronze coins of fleece and bronze, from the Francesc Esteve Gálvez collection of the Museum of Fine Arts of Castellón. Most of the coins are from the Roman period (3rd B.C. - 4th century) and were found in Almenara (Castellon, Spain).
DOI: 10.34810/data113
title: Benchmark: Incidence and resources dataset for a scheduling/allocation problem (roadside breakdown cover)

description: This dataset contains all necessary information to run a resource allocation problem: historical incidences with their timestamp and exact location and the resources with their cost, current location and availability.
Data was provided by the client and processed by Accenture.
Data was processed by filtering the relevant data by location and date, and cleansed by renaming columns and removing obsolete resources and out-of-scope incidences (only mechanical incidences are considered).
description: Python, 3.7
DOI: 10.34810/data1130
title: Replication data for Comparison of the finishing shot and ending zone of points in Grand Slam matches of women’s doubles tennis: A cross-sectional study

description: The data set contains a single Excel file with LINCE PLUS records of Twenty-one women’s doubles matches during three Tennis Grand Slams
DOI: 10.34810/data1134
title: FAIR-Check: script to check FAIR principles compliance

description: Fair-check is a simple script to check FAIR principles compliance.

It uses FAIR Evaluator, a service which, using a SmartAPI annotation, can retrieve information to check whether a resource complies with certain FAIR Maturity Indicator Test.

Unfortunately, currently, only Gen2 Maturity Indicators can be automatically tested, Gen1 MIs should be checked by humans. In any case, we can still verify a lot of MIs. Take a look at: https://fairdata.services:7171/FAIR_Evaluator/metrics

This is the first version of FAIR-Check, a development version can be found at https://github.com/jorgechp/fair-check
description: Python, 3.10
DOI: 10.34810/data1137
title: ParlaMintCAT corpus

description: Parliamentary speeches are considered to be of interest for different
research areas because they are publicly available transcriptions, produced under controlled and regulated procedures that add totally reliable sociodemographic data like gender, age, and other details of the speakers. Moreover, speeches are rich in topics and domains, and they are actually public domain data, not subject to copyright restrictions. The ParlaMint project: Towards Comparable Parliamentary Corpora is developing a comparable and uniformly annotated multilingual corpus
with the data from 33 different parliaments in Europe. This paper describes the details of building the ParlaMintCAT corpus, for which the transcriptions of the Catalan Parliament General Assembly sessions from 2015 to 2022 have been compiled, processed and annotated.
DOI: 10.34810/data1144
title: VR360 Consumption DataSet - ImAc Open Pilot

description: This dataset has been created under the framework of the EU H2020 ImAc project (https://www.imac-project.eu/). It contains traces from Quality of Service (QoS) and Quality of Experience (QoE) related metrics when watching 360º videos augmented with access services (mainly subtitles, and sign language), by using different branches of the ImAc player (http://imac.i2cat.net/player/) in an open environment. The dataset is comprised of two folders related to two pilots launched in the ImAc project, led by a German and a Spanish broadcaster. In total, it contains traces from more than 800 video watching sessions. [More details in the README file.]
DOI: 10.34810/data1145
title: Geomagnetic observatory data, Ebre Observatory 2024

description: Geomagnetic observatory vector (X, Y, Z) and scalar (F) definitive data (quasi-definitive data are available until the definitive data are ready) recorded by the Ebre Observatory institute. Units: nanoteslas (nT). Recording location: Horta de Sant Joan. Instrumentation: Variometers: LEMI-025 suspended 3-axis fluxgate magnetometer sampled at 1 s rate (filtered). Scalar magnetometers: GEM Systems GSM-90 sampled at 10 s rate. Absolute instrument: D/I-fluxgate magnetometer type TDJ6E-NM/FLM-4. Data are available in different interval types: 1-sec data; 1-min, 1-hour, 1-day and 1-month means.
DOI: 10.34810/data115
title: Prospecció arqueològica a la Roca Plana (Tarragona)
title: Archaeological prospecting in Roca Plana (Tarragona)

description: &lt;p&gt;Documentació arqueològica de la prospecció efectuada a la Roca Plana (Tarragona) entre els dies 7 i 16 d’abril de 2017. Inclou fotografies, planimetries I informes.

Aquesta infraestructura romana és un moll fet a partir del retoc d'una plataforma rocosa natural que va fer les funcions de moll per a la càrrega de la pedra extreta al Mèdol.

Els resultats obtinguts demostren que es tracta el primer moll pròpiament industrial d’època romana detectat a Catalunya i un dels pocs de l’Occident mediterrani, de gran importància per l’arqueologia.&lt;/p&gt;

&lt;p&gt;Documentation of the archaeological prospection carried out in La Roca Plana (Tarragona) between 7th and 16th April 2017. Includes photos, planimetries and reports. This Roman infrastructure is a pier made from the retouching of a natural rock platform that served as a dock to load the stone extracted stone into the Mèdol. The results obtained show that it is the first industrial pier from the Roman period detected in Catalonia and one of the few in the Western Mediterranean.&lt;/p&gt;
DOI: 10.34810/data1159
title: Replication data for Assessment of Support for Independent Living: Perspectives of People with Intellectual Disabilities and Support Professionals

description: The data set contains individual answers to two questionnaires aimed at assessing the support to independent living of people with intellectual disabilities living in personalised settings.The questionnaires can be found in the web application https://gasvi.udg.edu. There is a questionnaire addressed to people with intellectual disabilities receiving support and another one addressed to staff providing support. The data set contains the answers of 102 individuals with intellectual disabilities. Staff members provided answers related to 99 of the participants with disabilities. The qüestionmnaire for the person receiving support contains 113 items. These items are organized into 21 indicators. The questionnaire for support staff consists of 144 items organized into 22 indicators. These items refer to the extent to which the institutional approaches of the organizations where they work align with support for community-based independent living and personalized support
description: SPSS, null
description: Data processing methods: the web application generated .csv files. First step was to transform this data into Excel files. After that, the SPSS package was used to create a dataset with all the anonymized data collected from people with intellectual disabilities and from staff. Staff members answer the items in a scale from 1 to 5 (being 1 the lowest level of support perceived and 5 the highest level) and persons with intellectual disabilities answerd in a scale of 1 to 3 (Being 1 the lowest level of support perceived and 3 the highest level). The use of different scales was due to the preferences of persons with intellectual disabilities that found easier to use a three point scale rather than a 5 point scale. Due to this scale difference, answers had to be transformed into Z scores in order to make comparisons, using the SPSS program. These Z scores are not included in this dataset. The dataset contains the raw data.
DOI: 10.34810/data1169
title: Changes in air pollution exposure after residential relocation and bodymass index in children and adolescents: A natural experiment study

description: Scientific manuscript publisehd in Environmental Pollution
description: Objective 3: To evaluate how changes in the urban environmental exposures (built environment, natural environment, food environment and air pollution) and in patterns of these exposures, affect changes in BMI and overweight/obesity status in children and adolescents. The social environment will be examined as effect modifier and confounder in these associations.
DOI: 10.34810/data1178
title: Residential relocation and changes in patterns of environmental exposures by health determinants among children and adolescents in Catalonia, Spain

description: Scientific manuscript published in Environmental Research
DOI: 10.34810/data1128
title: Code accompanying the paper "A novel algebraic approach to time-reversible evolutionary models"

description: This repository contains Macaulay2 and Julia files with the code to compute phylogenetic invariants for the Tamura-Nei 93 evolutionary model.
DOI: 10.34810/data1131
title: Rehearsals, interdisciplinary and transdisciplinary presentations, staged performances and lecture performances

description: Audio recordings from the author as rehearsing material for the musical staged performance Rocky Horror Picture Show of second-year Performing Arts students at Escola Universitària ERAM (2020).

Audiovisual recordings from first-, second- and third-year students of Performing Arts at Escola Universitària ERAM from September 2017 to June 2022 showing class interdisciplinary and transdisciplinary exercises and presentations, as well as rehearsals and staged performances. It also contains excerpts of Lecture performances from a Master student at Iceland University of the Arts (LHI) and from the author (clips and an integral version).
description: VLC Media Player, null
DOI: 10.34810/data1138
title: EsCoLA - Spanish Corpus of Linguistic Acceptability

description: Acceptability is one of the General Language Understanding Evaluation Benchmark (GLUE) probing tasks proposed to assess the linguistic capabilities acquired by a deep-learning transformer-based language model (LM). In this paper, we introduce the Spanish Corpus of Linguistic Acceptability EsCoLA. EsCoLA has been developed following the example of other linguistic acceptability data sets for English, Italian, Norwegian or Russian, with the aim of having a complete GLUE benchmark for Spanish. EsCoLA consists of 11,174 sentences and their acceptability judgements as found in well-known Spanish reference grammars. Additionally, all sentences have been annotated with the class of linguistic phenomenon the sentence is an example of, also following previous practices. We also provide as task baselines the results of fine-tuning four different language models with this data set and the results of a human annotation experiment. The results are also analyzed and commented to guide future research.
DOI: 10.34810/data1148
title: Dades treball de camp Cova del Tabac 2023

description: Aquest conjunt de dades conté les dades brutes generades al llarg dels treballs de camp desenvolupats a l’any 2023 al jaciment de Cova del Tabac. El conjunt està format per les dades tabulades de l’inventari de restes arqueològiques 1- 2023_Inventari_treballscamp_CovaTabac. Planimetries significatives de les zones arqueològiques intervingudes (2- 2023_planimetries_treballcamp) i planimetries de les estructures arqueòlogues excavades (3- 2023- Planimetries_annex_estructures). La carpeta fotografies annex inclou detall dels treballs de camp i materials recuperats (4- 2023_fotografies_annex). &lt;/p&gt;
Totes les dades recollides provenen de l'estudi del material arqueològic de la Cova del Tabac. Aquest jaciment arqueològic esta situat a la cavitat karstica del mateix nom situada al nord-est de la península Ibèrica, al vessant sud-est dels Pirineus.
description: ArqueoUAB, null
description: Universitat Autònoma de Barcelona. Centre d'Estudis del Patrimoni Arqueològic de la Prehistòria (CEPAP-UAB)
DOI: 10.34810/data1151
title: Aerial and satellite images and labels to train deep learning models to detect urban canopies

description: Explore a comprehensive dataset featuring over 14000 labelled urban tree canopies in images from across the globe, specifically curated for advancing tree detection methodologies. The dataset comprises image tiles in both .tif, .jpg and .png formats, following the Pascal VOC and YOLO standards. Additionally, we included a .csv summary file with all annotations. To enhance usability, labels are provided in three formats: .xml, and .txt. The RGB tiles, utilized in this dataset, are openly accessible.
description: LabelImg, null