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10,119 results for “IT Support”

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zenodo40/100

Data_support_Galizia_et_al_2023

<p>This repository comprises the simulation data files supporting the publication<em>&nbsp;Global warming reshapes European pyroregions&nbsp;</em>by Galizia et al.</p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

VReqST - Requirement Specification Tool Support for Virtual Reality Products

<p>Virtual Reality (VR) Environments are challenging to build with discrete and incremental requirements. VR practitioners often need human assistance to achieve product completeness, as most VR requirements are either abstract or under specified. The slightest change to these requirement specifications tends to drastically impact the overall control-flow of the product. It exponentially increases the development cost. To address the completeness of specifying VR product requirements, we introduce VReqST, a tool for specifying requirements for VR software products. We use role base model template of bare-minimum VR Software to auto-provision all dimensions of VR as a domain on specifying VR product requirements. This tool avoids ambiguity while specifying requirements and provides seamless VR product development.</p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Classification of IT Support Tickets

<p>Collection of&nbsp;2229 support tickets manually classified into 7 categories, obtained from a IT support company in the Florian&oacute;polis (Brazil) region. Each ticket is represented by an unstructured text field, which is typed by the user that opened the call. The classification process was performed in 2020 by three IT support professionals. The corpus contains tickets in many languages, mainly English, German, Portuguese and Spanish.</p> <p>All Personal Identifiable Information (PII) and sensitive information were removed (substituted by a tag indicating the original content, for instance: the sentence &quot;this text was written by Leonardo&quot; is converted to &quot;this text was written by [NAME]&quot;). The removal was performed in three steps: first, the automated machine learning-based tool AWS Comprehend PII Removal was used; then, a sequence of custom regular expressions was applied; last, the entire corpus was manually verified.</p> <p>&nbsp;</p>

opencc-by-4.0Nov 2022View details →
zenodo40/100

Supporting Information for the Journal Article "Quantum Chemical Data Generation as Fill-In for Reliability Enhancement of Machine-Learning Reaction and Retrosynthesis Planning"

<p>This data set contains all data produced when exploring the Williamson ether synthesis starting from iodoethane and phenol.</p> <p><br> The set is structures as follows:</p> <ul> <li>analysis: Contains the script used to analyze the exploration and the output of said script</li> <li>check_barrier: Contains the output of the manual calculations done to check the barrier of the reaction</li> <li>exploration: Contains the scripts used to initialize and carry out the exploration as well as the two starting structures as XYZ files</li> <li>raw_data: a dump of the MongoDB database with all the data produced during the exploration</li> </ul>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Supporting Data for MODIS Aqua L2 SST Correction Project

<p>This dataset consists of two parts:</p> <p>A) Three data objects needed to &lsquo;fix&rsquo; several issues associated with the L2 sea surface temperature (SST) dataset obtained from the MODIS Aqua instrument by the Ocean Biology Processing Group (OBPG) at NASA&rsquo;s Goddard Space Flight Center. These files are required by the Matlab script, build_and_fix_orbits.m, in the GitHub repo git@github.com:pcornillon/MODIS_L2.git. This script &lsquo;unmasks&rsquo; pixels improperly flagged as bad in the vicinity of large SST gradients and those flagged as bad because the difference between the retrieved SST and a reference field exceeds a given threshold. The script also regrids the L2 fields to compensate for the bow-tie effect, which tends to jumble the pixel locations in the along-track direction. The files are:</p> <p>1)&nbsp;weights_and_locations_from_31191.mat - used to correct for the bow-tie effect.</p> <p>2)&nbsp;SST_Range_for_Declouding.mat - are monthly climatologies of the minimum and maximum temperatures in 5x5 degree cells determined from the MODIS Aqua L2 SST dataset for 2002-2019. These fields are used to unmask pixels flagged as cloudy based on the reference SST test. The original test used was for a fixed SST range independent of time-of-year&nbsp;and&nbsp;location.</p> <p>3)&nbsp;Separation_and_Angle_Arrays.n4 - a file containing several fields, one for the along-track separation of pixels at each pixel location, a second for the along-scan separation and a third for the angle the perpendicular to the scan line makes counterclockwise of east. These data are used to determine the eastward and northward components of the SST gradient determined from the &#39;fixed&#39; SST fields.</p> <p>B) A set of files used to test build_and_fix_orbits.m. These files are contained in four folders zipped into one file, MODIS_R2019.zip, plus the output file, AQUA_MODIS.20100619T052031.L2.SST.nc4, written by build_and_fix_orbits.m. The .zip file contains the data for one complete MODIS Aqua orbit beginning at 05h20 GMT on 19 June 2010.&nbsp; The folders in this file are:&nbsp;</p> <p>1) Data_from_OBPG_for_PO-DAAC - metadata files copied from a portion of the OBPG SST granules.</p> <p>2) Day - daytime granules obtained from the OBPG&rsquo;s web site.</p> <p>3) Night - nighttime granules obtained from the OBPG&rsquo;s web site.</p> <p>4) Orbits - a files indicating which OBPG granules make up individual orbits for June 2010</p> <p>&nbsp;</p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

The Mixed Layer Depth in the Ocean Model Intercomparison Project (OMIP): Impact of Resolving Mesoscale Eddies: supporting data

<p>This file contains a jupyter notebook (python language) used to produce the figures of a manuscript submitted to the journal Geoscientific Model Development, and the data necessary to reproduce the figures.</p> <p>Abstract of the manuscript:</p> <p>The ocean mixed layer is the interface between the ocean interior and the atmosphere or sea ice, and plays a key role in climate variability. It is thus critical that numerical models used in climate studies are capable of a good representation of the mixed layer, especially its depth. Here we evaluate the mixed layer depth (MLD) in six pairs of non-eddying (1&deg; resolution) and eddy-rich (up to 1/16&deg;) models from the Ocean Model Intercomparison Project (OMIP), forced by a common atmospheric state. For model validation, we use an updated MLD dataset computed from observations using the OMIP protocol (a constant density threshold). In winter, low resolution models exhibit large biases in the deep water formation regions. These biases are reduced in eddy-rich models but not uniformly across models and regions. The improvement is most noticeable in the mode water formation regions of the northern hemisphere. Results in the Southern Ocean are more contrasted, with biases of either sign remaining at high resolution. In eddy-rich models, mesoscale eddies control the spatial variability of MLD in winter. Contrary to a hypothesis that the deepening of the mixed layer in anticyclones would make the MLD larger globally, eddy-rich models tend to have a shallower mixed layer at most latitudes than coarser models do. In addition, our study highlights the sensitivity of the MLD computation to the choice of a reference level and the spatio-temporal sampling, which motivates new recommendations for MLD computation in future model intercomparison projects.</p>

opencc-by-4.0Feb 2023View details →
dryad40/100

Urban tree pests can support biological control services in landscape shrubs

<p>Scale insects are common tree pests in urban ecosystems. Although severe scale infestations can worsen tree condition, trees can tolerate moderate scale densities. Scale insects are prey for many arthropod natural enemies that also feed on plant pests throughout urban landscapes. Because scale-infested trees support natural enemy communities, they may support biological control services on nearby plants and function analogously to banker plants in greenhouse production systems. In this study, we tested if sentinel insect prey were more likely to be removed on shrubs below scale-infested trees compared to scale-uninfested trees. We conducted several biological control experiments from 2019–2021 using fruit flies, aphids, and caterpillars in potted and planted holly shrubs below scale-infested and scale-uninfested oak trees. We found that caterpillars in potted shrubs and fruit flies in planted landscape shrubs were more likely to be removed underneath scale-infested trees compared to scale-uninfested trees. Caterpillars were also more likely to be removed from landscape <em>Ilex</em> <em>vomitoria</em> shrubs compared to <em>I</em>. <em>cornuta</em> shrubs. In all other experiments, we found no effect of scale infestation status or shrub species on prey removal. Our results suggest that scale-infested trees can support biological control services in shrubs below them but that this effect can vary depending on prey and shrub species. The natural enemy communities in urban trees and shrubs appear to be linked and tolerating tree pests can favor conservation biological control services in urban landscapes.</p>

opencc-zeroFeb 2023View details →
zenodo40/100

Supporting publication for 'Prevalence sample-based guidance for reporting 2022 data'

<p>The record is aimed at helping the reporting countries to submit their sample-based level&nbsp;data to the EFSA Data Collection Framework. We include here&nbsp;two&nbsp;excel files and one XML file, and we give below specific information on their use.</p> <p>The&nbsp;two Excel documents help&nbsp;in mapping terms from the matrix catalogue ZOO_CAT_MATRIX used in the aggregated prevalence&nbsp;data model to FoodEx2 codes, and offer&nbsp;examples on how prevalence data can be reported using SSD2 and how data are aggregated afterwards. The XML file is the same example as in the Excel file with similar title but in the XML format that allows for it&nbsp;be uploaded in the Data Collection Framework.</p>

opencc-by-4.0Jan 2023View details →
zenodo40/100

Resolving conformational rearrangements in DHFR: Supporting Data

<p>Supporting data and processing scripts used in our paper describing the conformational dynamics of&nbsp;DHFR. The data include several perturbative X-ray diffraction methods (ligand-, temperature-, and electric-field-based perturbations) and molecular dynamics&nbsp;simulations.&nbsp;</p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Competences and Needs of Students and Support Received / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_IC_T6-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n (Spain) in the fall of the school year 2015-16 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a>.</p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2015-16 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Competences and Needs of Students and Support Received / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_IC_T5-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n (Spain) in the fall of the school year 2014-15 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a>.</p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2014-15 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Competences and Needs of Students and Support Received / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_IC_T2-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n (Spain) in the fall of the school year 2011-12 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2011-12 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a></p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Competences and Needs of Students and Support Received / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_IC_T4-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n (Spain) in the fall of the school year 2013-14 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2013-14 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a></p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Competences and Needs of Students and Support Received / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_IC_T3-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n (Spain) in the fall of the of the school year 2012-13 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2012-13 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a></p>

opencc-by-4.0Feb 2023View details →
zenodo40/100

Competences and Needs of Students and Support Received. / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_CC-CS_T6-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n and Seville (Spain) in the fall of the school year 2014-15 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n y Sevilla (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2014-15 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</p>

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Competences and Needs of Students and Support Received. / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_IC_T1-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n (Spain) in the fall of the school year 2010-11 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n y Sevilla (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2010-11 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</p>

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Competences and Needs of Students and Support Received. / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_CC-CS_T5-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n and Seville (Spain) in the fall of the school year 2013-14 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n y Sevilla (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2013-14 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</p>

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Competences and Needs of Students and Support Received / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_CC-CS_T4-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n and Seville (Spain) in the fall of the school year 2012-13 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n y Sevilla (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2012-13 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). La ficha tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a></p>

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zenodo40/100

Competences and Needs of Students and Support Received. / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_CC-CS_T3-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n and Seville (Spain) in the fall of the school year 20011-12 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n y Sevilla (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2011-12 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a></p>

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zenodo40/100

Competences and Needs of Students and Support Received. / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_CC-CS_T1-Pre

<p>Information provided by the teacher on the competencies, needs and individual supports of the students in his/her classroom. The teacher estimates the competence in 5 areas (Social, Mathematics, Spanish Language, Valencian Language and Physical Education), the presence of educational needs (motor, intellectual, hearing, vision, hearing and language, learning, behavioral, developmental, and high abilities), and the type of support received and with what periodicity (therapeutic pedagogy, compensatory education, hearing and language and educational reinforcement). The information was collected through interviews with tutor teachers from public schools in Castell&oacute;n and Seville (Spain) in the fall of the school year 2009-10 and compiled in this Descriptive Data, Competencies and Educational Needs of the Student Report (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). The dataset also includes information on the worries that some students generate in the teacher in different areas (relational, behavioral, and academic) and the specific reasons why these students worry the teacher, compiled in the Class Group and Teacher Report (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a></p> <p>Informaci&oacute;n proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 &aacute;reas (Social, Matem&aacute;ticas, Lengua Espa&ntilde;ola, Lengua Valenciana y Educaci&oacute;n F&iacute;sica), la presencia de necesidades educativas (motrices, intelectuales, auditivas, visuales, de lenguaje, de aprendizaje, de conducta, de desarrollo y de altas capacidades), y el tipo de apoyo recibido y con qu&eacute; periodicidad (pedagog&iacute;a terap&eacute;utica, educaci&oacute;n compensatoria, audici&oacute;n y lenguaje y refuerzo educativo). La informaci&oacute;n se recogi&oacute; a trav&eacute;s de entrevistas a profesores tutores de colegios p&uacute;blicos de Castell&oacute;n y Sevilla (Espa&ntilde;a) en el oto&ntilde;o del curso escolar 2009-10 y se recopil&oacute; en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (Garc&iacute;a Bacete et al., 2014). El fichero de datos tambi&eacute;n incluye informaci&oacute;n sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes &aacute;mbitos (relacional, conductual y acad&eacute;mico) y los motivos concretos por los que estos alumnos preocupan al profesor, recopilados en el Informe del grupo de clase y del profesor (CLASSROOM-INFORM) (Garc&iacute;a Bacete et al., 2014). Para saber m&aacute;s sobre nuestra investigaci&oacute;n y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</p>

opencc-by-4.0Feb 2023View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.