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Fig. 1 in Eleven new South African earthworms (Oligochaeta: Microchaetidae) with new information on some known species, and an inventory of the microchaetids of KwaZulu-Natal
Fig. 1. The distribution of species of Microchaetus and Michalakus in KZN. Microchaetus: 1 = ambitus; 2 = caementerii; 3 = distasmosus; 4 = griphus; 5 = herberti; 6 = idechoritus; 7 = mkuzi; 8 = natalensis; 9 = papillatus; 10 = parvus; 11 = pondoanus; 12 = quaerus; 13 = tuberosus; 14 = vernoni; 15 = zaloumisi; 16 = Michalakus initus.
PB preprocessed data used in paper "Multi variables time series information bottleneck"
<p>Preprocessed PB data used in paper "Multi variables time series information bottleneck" with the <a href="https://github.com/DenisUllmann/IB-MTS">GitHub</a> code</p> <p>This dataset is created from a public available dataset of solar power data collected in Alabama by <a href="https://www.nrel.gov/grid/solar-power-data.html">C</a><a href="https://pems.dot.ca.gov/">alTrans</a>.</p> <p>The npz file is a numpy (np) compressed data and can be loaded using np.load with allow_pickle=True<br> Loaded data is then a python dict described bellow.</p> <p>Each sample 'data' is a np.ndarray with 2 dimensions: time (various length) and wavelength (length=325 representing 325 traffic detectors ordered like in <a href="https://www.nrel.gov/grid/solar-power-data.html">C</a><a href="https://pems.dot.ca.gov/">alTrans</a>).</p> <p>Each sample is given a 'position' which is a list of length 4:<br> position[1] is a string that gives the name of the event<br> position[4] is a boolean vector that gives the time positionsof the corresponding sample in the original sequence of public IRIS level2 data</p> <p>Data file info :<br> Type: .npz<br> Size: 114.23MB<br> *** Key: 'data_TR_PB'<br> ndarray data of length 3<br> containing np.ndarray of shapes [12160, 325]</p> <p>*** Key: 'data_VAL_PB'<br> ndarray data of length 3<br> containing np.ndarray of shapes [868, 325]</p> <p>*** Key: 'data_TE_PB'<br> ndarray data of length 3<br> containing np.ndarray of shapes [4343, 325]</p> <p>*** Key: 'data_TR'<br> ndarray data of length 3<br> containing np.ndarray of shapes [12160, 325]</p> <p>*** Key: 'data_VAL'<br> ndarray data of length 3<br> containing np.ndarray of shapes [868, 325]</p> <p>*** Key: 'data_TE'<br> ndarray data of length 3<br> containing np.ndarray of shapes [4343, 325]</p> <p>*** Key: 'position_TR_PB'<br> ndarray data of length 3<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_VAL_PB'<br> ndarray data of length 3<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_TE_PB'<br> ndarray data of length 3<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_TR'<br> ndarray data of length 3<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_VAL'<br> ndarray data of length 3<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_TE'<br> ndarray data of length 3<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p>
AL preprocessed data used in paper "Multi variables time series information bottleneck"
<p>Preprocessed AL data used in paper "Multi variables time series information bottleneck" with the <a href="https://github.com/DenisUllmann/IB-MTS">GitHub</a> code</p> <p>This dataset is created from a public available dataset of solar power data collected in Alabama by <a href="https://www.nrel.gov/grid/solar-power-data.html">NREL</a>.</p> <p>The npz file is a numpy (np) compressed data and can be loaded using np.load with allow_pickle=True<br> Loaded data is then a python dict described bellow.</p> <p>Each sample 'data' is a np.ndarray with 2 dimensions: time (various length) and wavelength (length=137 representing 137 solar plants ordered like in <a href="https://www.nrel.gov/grid/solar-power-data.html">NREL</a>).</p> <p>Each sample is given a 'position' which is a list of length 4:<br> position[1] is a string that gives the name of the event<br> position[4] is a boolean vector that gives the time positionsof the corresponding sample in the original sequence of public IRIS level2 data</p> <p>Data file info :<br> Type: .npz<br> Size: 34.48MB<br> *** Key: 'data_TR_AL'<br> ndarray data of length 161<br> containing np.ndarray of shapes ['various', 137]</p> <p>*** Key: 'data_VAL_AL'<br> ndarray data of length 11<br> containing np.ndarray of shapes ['various', 137]</p> <p>*** Key: 'data_TE_AL'<br> ndarray data of length 57<br> containing np.ndarray of shapes ['various', 137]</p> <p>*** Key: 'data_TR'<br> ndarray data of length 161<br> containing np.ndarray of shapes ['various', 137]</p> <p>*** Key: 'data_VAL'<br> ndarray data of length 11<br> containing np.ndarray of shapes ['various', 137]</p> <p>*** Key: 'data_TE'<br> ndarray data of length 57<br> containing np.ndarray of shapes ['various', 137]</p> <p>*** Key: 'position_TR_AL'<br> ndarray data of length 161<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_VAL_AL'<br> ndarray data of length 11<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_TE_AL'<br> ndarray data of length 57<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_TR'<br> ndarray data of length 161<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_VAL'<br> ndarray data of length 11<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p> <p>*** Key: 'position_TE'<br> ndarray data of length 57<br> containing ndarray data of length 4<br> containing mix of types {'str', 'ndarray', 'int'}</p>
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 Castellón (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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón (España) en el otoño del curso escolar 2015-16 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón (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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón (España) en el otoño del curso escolar 2014-15 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón (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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón (España) en el otoño del curso escolar 2011-12 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón (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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón (España) en el otoño del curso escolar 2013-14 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón (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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón (España) en el otoño del curso escolar 2012-13 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón 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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón y Sevilla (España) en el otoño del curso escolar 2014-15 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón (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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón y Sevilla (España) en el otoño del curso escolar 2010-11 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón 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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón y Sevilla (España) en el otoño del curso escolar 2013-14 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón 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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón y Sevilla (España) en el otoño del curso escolar 2012-13 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). La ficha también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón 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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón y Sevilla (España) en el otoño del curso escolar 2011-12 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
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 Castellón 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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón y Sevilla (España) en el otoño del curso escolar 2009-10 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
Competences and Needs of Students and Support Received / Competencias y Necesidades de los Alumnos y Apoyos que Reciben // STUDENT-INFORM_Data_CC-CS_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 Castellón and Seville (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) (García 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) (García 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>Información proporcionada por el profesor sobre las competencias, necesidades y apoyos individuales de los alumnos de su aula. El profesor estima la competencia en 5 áreas (Social, Matemáticas, Lengua Española, Lengua Valenciana y Educación Física), 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 qué periodicidad (pedagogía terapéutica, educación compensatoria, audición y lenguaje y refuerzo educativo). La información se recogió a través de entrevistas a profesores tutores de colegios públicos de Castellón y Sevilla (España) en el otoño del curso escolar 2010-11 y se recopiló en este Informe de Datos Descriptivos, Competencias y Necesidades Educativas del Alumno (STUDENT-INFORM) (García Bacete et al., 2014). El fichero de datos también incluye información sobre las preocupaciones que algunos alumnos generan en el profesor en diferentes ámbitos (relacional, conductual y académico) 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) (García Bacete et al., 2014). Para saber más sobre nuestra investigación 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>
Data and scripts for: Quantifying annual spatial consistency in chick-rearing seabirds to inform important site identification
<p>Data derivates and analysis scripts (in R) used for the paper "Quantifying annual spatial consistency in chick-rearing seabirds to inform important site identification", published in Biological Conservation, on analyzing annual spatial overlap of 25 seabird populations across 23 species to assess variability and inform global efforts to improve spatial conservation measures.</p>
Dataset for "Teaching critical thinking about health information and choices in secondary schools: human-centred design of digital resources"
<p>A qualitative dataset for the article: Teaching critical thinking about health information and choices in secondary schools: human-centred design of digital resources</p> <p>We collected this data in Phase 2 of the work described in the article, to inform development of educational resources (<em>Be Smart About Your Health</em>) to support teaching critical thinking about health claims and making informed health choices for use in secondary schools, based on a set of Informed Health Choices Key Concepts. </p> <p>Data collection methods: individual and group interviews, observation of classroom pilots, in Kenya, Rwanda, and Uganda, and via email from an international advisory group. Timeframe for data collection and analysis: 2020-2022</p> <p>This dataset is a part of the research project: <em>Enabling sustainable public engagement in improving health and health equity, </em>2019-2024. Funded by GLOBVAC programme, Research Council of Norway. </p> <p> </p>
Supporting information for a multifidelity neural network formulation for molecular potential energy surfaces
<p>This is a supplementary information for our paper titled "<em>Multifidelity neural network formulations for prediction of quantum chemistry potential energy surfaces</em>"</p> <p>Supplemental information includes two data files corresponding to the complete sets of low and high fidelity training data used in numerical experiments. Format is JavaScript Object Notation (JSON).</p> <p>1. low_fidelity_training_data.json contains 74000 records</p> <p>2. high_fidelity_training_data.json contains 36988 records</p> <p>Each record consists of a numerical id ("id"), (x,y,z) position tuples ("geometry") for C5H5 ordered as 5 carbon atoms followed by 5 hydrogen atoms, and corresponding potential energy ("energy").</p> <p>Source: normal mode sampling around 2 wells, 1 transition state, and a set of IRCs as depicted in Figure 2.</p> <p>Usage: subsets of this data were used as needed to define different data amounts and different subset randomizations in Figures 5 through 8.</p>
Recalibration of the lunar chronology due to spatial cratering-rate variability - Supporting Information
<p>CR_moon.csv: Relative cratering rate shown in Fig.3 and 5.a. The<strong> </strong>data are provided over the full range of latitudes and longitudes, with a 1-degree bin.</p> <p>SI_convert_age.m: Matlab code computing model ages of Plutarch and Kirkwood craters using the chronology function presented in this study.</p>
Spreadsheet containing information on earthquakes that DID / DID NOT rupture the surface
<p>Spreadsheet containing information on earthquakes that DID / DID NOT rupture the surface</p> <p>Data are extracted from the ISC-GEM catalogue. Fields include:</p> <p>N.: identificative number, progressive</p> <p>Event ID: identificative number, from the ISC-GEM catalogue</p> <p>Date: format YYYY-MM-DD, from the ISC-GEM catalogue</p> <p>Lat: latitude of the epicenter, in decimal degrees</p> <p>Lon: longitude of the epicenter, in decimal degrees</p> <p>Depth, Depth unc and Depth quality: information retrieved from the ISC-GEM catalogue</p> <p>Mw, Mw unc and Mw quality: moment magnitude; information retrieved from the ISC-GEM catalogue</p> <p>Str, Dip, Rake: strike, dip and rake for the 2 nodal planes; information retrieved from the ISC-GEM catalogue</p> <p>Fault kin: earthquake mechanism, categorized as reverse, strike-slip, normal, transpressive, transtensive</p> <p>Surface faulting: categorized as YES, NO, no info, debated faulting</p> <p>SRL (surface rupture length in km); MD (max displacement in m); AD (average displacement in m)</p> <p>Reference: literature used to compile the dataset; full list is available in the .pdf file related to this document</p> <p> </p> <p>A poster has been presented at the PATA Days 2023 in France, file available at:</p> <p><a href="https://www.researchgate.net/publication/363739186_LIKELIHOOD_OF_PRIMARY_SURFACE_FAULTING_A_SEQUEL">https://www.researchgate.net/publication/363739186_LIKELIHOOD_OF_PRIMARY_SURFACE_FAULTING_A_SEQUEL</a></p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.