cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10497837
title: Seagrass Carbon Assimilation and Desiccation Rates and Chlorophyll Fluorescence Parameters

description: This dataset accompanies the publication "Infrared gas analysis as a method of measuring seagrass photosynthetic rate in the face of desiccation stress" by Capistrant-Fossa & Dunton (2024). Contained in here are both raw from instruments (LI-6400 XT and WALZ Diving PAM) and data reformatted for analysis. 

 

Experiment 1: Carbon Assimilation Rates of Desiccating Seagrass Blades in LI-6400 Chambers



Modified has data in analyzable format from the LI-6400 XT instrument. "Controls" refer to data collected from dead seagrasses (see manuscript for details). All columns are standard outputs from the LI-6400 instrument, see manual and  https://www.licor.com/env/support/LI-6400/topics/guided-tour-2-new-measurements.html for standard defintions of columns. 


Experiment 2: Fv/Fm of Desicacting Seagrass Blades



Data in analyzable format from a WALZ Diving PAM. Maximum potential quantum efficiency of Photosystem II (Fv/Fm) collected every 15 min for desiccating seagrass blades (see manuscript for details).


Experiment 3: Rapid Light Curves of Desiccating Seagrass Blades



Modified has data in analyzable format from both a WALZ Diving PAM and LI-6400 XT. The LI-6400 XT shown an example light curve using the instrument and Thalassia testudinum, while the light curves generated by the WALZ diving PAM were before and after an hour of drying (see manuscript for details). All columns of the PAM files are standard photosynethic parameters (Species Tested, Trial #, Before or After Desiccation Stress, Flouresence, Maximum Flouresence, Photosynthetically Active Radiation, Effective Quantum Yield of Photosystem II, Apparent Electron Transport Rate, and Maximum Potential Quantum Efficiency of Photosystem II). 


Experiment 4: Alleviation of Desiccation Stress (Not Shown in Manuscript)

airport_data.csv: Environmental data from the local Mustang Beach airport (KRAS) used in a water evaporation model. All values are recorded in customary units.

con_mod.rda: General additive model describing the loss of water over time for control "dead" seagrass blades.

Experiment1.csv: Mass (g), area (cm2), and quality assurance data LI-6400 measurements from Experiment 1.

Experiment2.csv: Mass (g) data from Experiment 2.

Experiment3.csv: Area data (cm2) from Experiment 2.

samp_wl.rda: General additive model describing the loss of water over time for live "experimental" seagrass blades.

tidal_data.csv: Predicted tides for Port Aransas used in a water evaporation model. All values are referenced to the MLLW datum (m).
DOI: 10.17632/8v96wv7v9w.1
title: Pledging after nudging improves uptake of plant-based diets: A field experiment in a German university cafeteria

description: We design and administer a novel randomised controlled trial in a German university cafeteria, lasting for five weeks (N_Participants=129, N_Meals=645). In week 1, we measure baseline dietary behaviours. In week 2, we introduce a labelling nudge in the cafeteria. Subsequently, in weeks 3 & 4, we assign participants randomly to three experimental conditions: a control group that continues to receive the labelling nudge and two treatment groups that get the labelling nudge with an opportunity to reflect, either on the nudge (nudge+ 1) or their own preferences (nudge+ 2). All treatments are discontinued in week 5. This dataset presents this data along with the do files needed for execution.
DOI: 10.17632/swbxvhc44c.1
title: Bengali Voice Commerce Audio Dataset for Automatic Speech Recognition

description: This meticulously curated dataset presents a comprehensive collection of Bengali speech recordings meticulously compiled for the advancement of voice-enabled commerce applications. Consisting of 3344 high-quality audio samples, this dataset encapsulates diverse voice recordings articulating product names and quantities commonly encountered in retail and e-commerce settings. Each recording, encompassing a spectrum of environmental conditions ranging from bustling locales to controlled studio settings, offers a rich repository for developing and enhancing Automatic Speech Recognition (ASR) systems. Alongside the audio files, meticulously annotated Bengali and English transcripts stored in a CSV format accompany each recording, ensuring comprehensive linguistic documentation. Featuring contributions from 80 native Bengali speakers, including a balanced representation of 45 male and 35 female speakers, this dataset facilitates robust research in Bengali ASR, fostering innovation in voice commerce technology and inclusive digital interactions. Researchers and practitioners in machine learning, natural language processing, and human-computer interaction can leverage this dataset to propel advancements in voice-driven applications and accessibility initiatives.
DOI: 10.17632/swbxvhc44c.2
title: Bengali Voice Commerce Audio Dataset for Automatic Speech Recognition

description: This meticulously curated dataset presents a comprehensive collection of Bengali speech recordings meticulously compiled for the advancement of voice-enabled commerce applications. Consisting of 3344 high-quality audio samples, this dataset encapsulates diverse voice recordings articulating product names and quantities commonly encountered in retail and e-commerce settings. Each recording, encompassing a spectrum of environmental conditions ranging from bustling locales to controlled studio settings, offers a rich repository for developing and enhancing Automatic Speech Recognition (ASR) systems. Alongside the audio files, meticulously annotated Bengali and English transcripts stored in a CSV format accompany each recording, ensuring comprehensive linguistic documentation. Featuring contributions from 80 native Bengali speakers, including a balanced representation of 45 male and 35 female speakers, this dataset facilitates robust research in Bengali ASR, fostering innovation in voice commerce technology and inclusive digital interactions. Researchers and practitioners in machine learning, natural language processing, and human-computer interaction can leverage this dataset to propel advancements in voice-driven applications and accessibility initiatives.
DOI: 10.17632/swbxvhc44c.3
title: Bengali Voice Commerce Audio Dataset for Automatic Speech Recognition

description: This meticulously curated dataset presents a comprehensive collection of Bengali speech recordings meticulously compiled for the advancement of voice-enabled commerce applications. Consisting of 3344 high-quality audio samples, this dataset encapsulates diverse voice recordings articulating product names and quantities commonly encountered in retail and e-commerce settings. Each recording, encompassing a spectrum of environmental conditions ranging from bustling locales to controlled studio settings, offers a rich repository for developing and enhancing Automatic Speech Recognition (ASR) systems. Alongside the audio files, meticulously annotated Bengali and English transcripts stored in a CSV format accompany each recording, ensuring comprehensive linguistic documentation. Featuring contributions from 80 native Bengali speakers, including a balanced representation of 45 male and 35 female speakers, this dataset facilitates robust research in Bengali ASR, fostering innovation in voice commerce technology and inclusive digital interactions. Researchers and practitioners in machine learning, natural language processing, and human-computer interaction can leverage this dataset to propel advancements in voice-driven applications and accessibility initiatives.
DOI: 10.17632/fcrjxwgjxh.1
title: Tiresia: A code for molecular electronic continuum states and photoionization

description: The Tiresia program [1] provides access to numerically accurate solutions of the one-particle Schrödinger equation for highly excited states of complex polyatomic molecules, both bound and continuum, that cannot be described by conventional Quantum Chemistry approaches. It is based on an expansion of the required solution in a local multicentric basis set, with primitive functions built as products of a radial B-spline times a real spherical harmonic. In conjunction with Density Functional Theory (DFT), it has been extensively employed in a large variety of photoionization studies, also for rather large systems. Highly excited bound states as well as wavepacket propagation can also be accurately described. In fact, the flexibility of the basis essentially allows accurate solutions of linear operator equations, like Poisson or inhomogeneous perturbative equations, which are employed in the code. The program is parallelized with standard MPI-I instructions and makes extensive use of the Scalapack linear algebra library. Ancillary programs are available for the evaluation of photoionization cross sections and angular distributions from randomly to fully oriented molecules.
DOI: 10.17632/rx3s5mww6x.1
title: Agenesis of maxillary lateral incisors – bone formation by orthodontic tooth movement and long-term stability of edentulous alveolar ridge 12-15 years stability after treatment

description: statistical data set
DOI: 10.17632/k9nh5fn4pw.1
title: DarkNews: A Python-based event generator for heavy neutral lepton production in neutrino-nucleus scattering

description: We introduce DarkNews, a lightweight Python -based Monte-Carlo generator for beyond-the-Standard-Model neutrino-nucleus scattering. The generator handles the production and decay of heavy neutral leptons via additional vector or scalar mediators, as well as through transition magnetic moments. DarkNews samples pre-computed neutrino-nucleus upscattering cross sections and heavy neutrino decay rates to produce dilepton and single-photon events in accelerator neutrino experiments. We present two case studies with differential distributions for models that can explain the MiniBooNE excess. The aim of this code is to aid the neutrino theory and experimental communities in performing searches and sensitivity studies for new particles produced in neutrino upscattering.
DOI: 10.1285/i24995835v2023n19pi
title: Frontespizio e indice
DOI: 10.1285/i24995835v2023n19p1
title: Educare all'information literacy e alla reading literacy in contesto scolastico

description: The immersion in the world of information in which we live today poses a double challenge to society: to build increasingly complete literacy paths, which give the right space to digital, but which are also able to lead to a shrewd and conscious use of information thus avoiding the phenomenon of fake news. But there can be no information literacy without reading literacy, yet reading data is discouraging. How do you understand information if you don't practice critical reading skills?
description: L'immersione nel mondo dell'informazione in cui viviamo oggi pone una doppia sfida alla società: costruire percorsi di alfabetizzazione sempre più completi, che diano il giusto spazio al digitale, ma che siano anche in grado di portare ad un uso accorto e consapevole delle informazioni evitando così il fenomeno delle fake news. Ma non ci può essere alfabetizzazione informativa senza alfabetizzazione alla lettura, eppure i dati di lettura sono scoraggianti. Come si fa a comprendere le informazioni se non si esercitano capacità di lettura critica?
DOI: 10.1285/i24995835v2023n19p13
title: La narrazione come ausilio didattico per la costruzione di significati

description: Narrative thought is a resource of the mind of a cognitive-interpretive nature. It qualifies man as socio-culturally situated identity. His dynamism focuses on two fundamental aspects: the interpretive dimension and the narrative construction of the Self, both oriented to the genesis of meanings.
description: Il pensiero narrativo rappresenta una risorsa della mente di natura conoscitivo-interpretativa. Esso qualifica l'uomo come identità socio-culturalmente situata. I suoi dinamismi attengono a due aspetti fondamentali: la dimensione interpretativa e la costruzione narrativa del Sé, entrambi orientati alla genesi dei significati.
DOI: 10.6084/m9.figshare.25003595
title: Coach autonomy Support data

description: Guided by models of positive youth development (PYD), this study examined the associations among perceived coach autonomy support, life skills acquisition, and the Five Cs of PYD. Cross-sectional data were collected from a purposive sample of 300 youth athletes (<i>M</i><sub>age </sub><b>= </b>17.16, <i>SD</i> = 1.28, male = 53.5%) recruited from public junior and senior secondary schools in Botswana.
DOI: 10.6084/m9.figshare.25003595.v1
title: Coach autonomy Support data

description: Guided by models of positive youth development (PYD), this study examined the associations among perceived coach autonomy support, life skills acquisition, and the Five Cs of PYD. Cross-sectional data were collected from a purposive sample of 300 youth athletes (<i>M</i><sub>age </sub><b>= </b>17.16, <i>SD</i> = 1.28, male = 53.5%) recruited from public junior and senior secondary schools in Botswana.
DOI: 10.1285/i24995835v2023n19p26
title: Sul tema delle regole nell'educazione affettiva del bambino e nel mondo sociale

description: The article develops some considerations on the theme of the rules regarding the emotional education of the child and the social world. It is argued that a child who is contained in his own anxieties is able to gradually accept the existence of social rules; what is strictly dependent on the establishment of a sense of reality. Along a discourse that ranges from psychoanalysis and the levels of integration of the superego to the world of school, up to that of the wider collective life, a central thesis is expressed: the rules perform a fundamental function of scaffolding, within the which it becomes possible to live and think, creatively developing one's character in the context of a social environment, which confers the necessary security and stability for the growth of the individual and the well-being of human relationships. On the basis of these assumptions, the discourse from the education of the child in the family and school context is extended to a consideration of the vicissitudes of respect for the rules within the social diffusion of pathological narcissism and to the field of politics, taking up the pedagogical theme of a common background of rules shared between right and left at the basis of the education of the younger generations.
description: L'articolo svolge alcune considerazioni sul tema delle regole in merito all'educazione affettiva del bambino e al mondo sociale. Viene argomentato come un bambino che è contenuto nelle proprie angosce sia in grado di accettare gradualmente l'esistenza di regole sociali; ciò che è strettamente dipendente dall'insediarsi di un senso di realtà. Lungo un discorso che si articola dalla psicoanalisi e i livelli d'integrazione del Super-io al mondo della scuola, fino a quello della vita collettiva più ampia, viene espressa una tesi centrale: le regole svolgono una fondamentale funzione di impalcatura, all'interno della quale diventa possibile vivere e pensare, sviluppando creativamente la propria indole nel contesto di un ambiente sociale, che conferisce la necessaria sicurezza e stabilità per la crescita dell'individuo e il benessere dei rapporti umani. Sulla scorta di questi assunti il discorso dall'educazione del bambino nel contesto familiare e scolastico viene esteso a una considerazione delle vicissitudini del rispetto delle regole in seno alla diffusione sociale del narcisismo patologico e al campo della politica, riprendendo il tema pedagogico di un retroterra comune di regole condivise tra destra e sinistra alla base dell'educazione delle giovani generazioni.
DOI: 10.34740/kaggle/dsv/7414652
title: MoviesDatasets
DOI: 10.1285/i24995835v2023n19p39
title: Le STEAM nell'istruzione degli adulti: tra sperimentazione e divulgazione

description: The paper deepens the role of STEAM disciplines in learning-teaching processes, through epistemological-didactical reflections, with specific reference to the role of divulgation in school contexts. Two significant experiences, implemented by the Provincial Centers for Adult Education, are presented, relating to STEAM education with students with migrant background and those of the school in prison.
description: Il contributo approfondisce il ruolo delle discipline STEAM nei processi di apprendimentoinsegnamento, attraverso riflessioni epistemologico-didattiche, con specifico riferimento al ruolo della divulgazione nei contesti scolastici. Vengono presentate due significative esperienze attuate dai Centri Provinciali per l'Istruzione degli Adulti, relativamente all'educazione STEAM con gli studenti con background migratorio e quelli della scuola in carcere.
DOI: 10.5281/zenodo.10343469
title: Identifying electronic transitions of defects in hexagonal boron nitride for quantum memories

description: This dataset contains

The Excel file reveals the properties of defects, consisting of transition dipole moment, zero phonon line, lifetime, coupling constant, quality factor, and bandwidth.
The raw data includes the electronic transition of both triplet and singlet spin configurations.
This dataset was used to support the findings of the following work:
Cholsuk et al., Identifying electronic transitions of defects in hexagonal boron nitride for quantum memories
A quantum memory is a crucial keystone for enabling large-scale quantum networks. Applicable to the practical implementation, specific properties, i.e., long storage time, selective efficient coupling with other systems, and a high memory efficiency are desirable. Though many quantum memory systems have been developed thus far, none of them can perfectly meet all requirements. This work herein proposes a quantum memory based on color centers in hexagonal boron nitride (hBN), where its performance is evaluated based on a simple theoretical model of suitable defects in a cavity. Employing density functional theory calculations, 257 triplet and 211 singlet spin electronic transitions have been investigated. Among these defects, we found that some defects inherit the Lambda electronic structures desirable for a Raman-type quantum memory and optical transitions can couple with other quantum systems. Further, the required quality factor and bandwidth are examined for each defect to achieve a 95% writing efficiency. Both parameters are influenced by the radiative transition rate in the defect state. In addition, inheriting triplet-singlet spin multiplicity indicates the possibility of being a quantum sensing, in particular, optically detected magnetic resonance. This work therefore demonstrates the potential usage of hBN defects as a quantum memory in future quantum networks.
(Preprint at arXiv:2310.20645)
Questions regarding this dataset should be sent to the corresponding authors.
DOI: 10.34740/kaggle/dsv/7414660
title: Mahanagar Yatayat Transport Dataset
DOI: 10.5281/zenodo.10286502
title: Supplemental Materials for "Modelling time-dependent convective penetration in 1D stellar evolution"

description: MESA work/ directory, including inlists and run_star_extras, in addition to the data products and python scripts used to generate the figures for the paper: "Modelling time-dependent convective penetration in 1D stellar evolution". 

 

This work was carried out using MESA-r23.05.1 (https://doi.org/10.5281/zenodo.7983526) with SDK version 22.6.1 (https://doi.org/10.5281/zenodo.7457681). The convective routine has also been tested on MESA-r22.11.1 (https://doi.org/10.5281/zenodo.7319739).
DOI: 10.5281/zenodo.10286503
title: Supplemental Materials for "Modelling time-dependent convective penetration in 1D stellar evolution"

description: MESA work/ directory, including inlists and run_star_extras, in addition to the data products and python scripts used to generate the figures for the paper: "Modelling time-dependent convective penetration in 1D stellar evolution". 

 

This work was carried out using MESA-r23.05.1 (https://doi.org/10.5281/zenodo.7983526) with SDK version 22.6.1 (https://doi.org/10.5281/zenodo.7457681). The convective routine has also been tested on MESA-r22.11.1 (https://doi.org/10.5281/zenodo.7319739).
DOI: 10.17632/y393hyhdvp.1
title: raw image data for "Resilient anatomy and local microplasticity of naïve and stress hematopoiesis "_29

description: raw image data for "Resilient anatomy and local microplasticity of naïve and stress hematopoiesis "_29
DOI: 10.17632/y393hyhdvp.2
title: raw image data for "Resilient anatomy and local plasticity of naïve and stress hematopoiesis "_29

description: raw image data for "Resilient anatomy and local microplasticity of naïve and stress hematopoiesis "_29
DOI: 10.1285/i24995835v2023n19p51
title: La STEAM education nella scuola dell'infanzia.

description: The paper invites us to reflect on the importance of science education in the early years of education, when the process of acquiring behavioural patterns, preferences and values starts that can lead boys and girls to the ease of simplification, distancing them from the complex reality full of possible nuances, reinforcing traditional identities that are difficult to deconstruct. The text highlights the issues related to STEM education and suggests some teaching strategies and methodologies to be used in order to set up effective contexts capable of providing very young children with the thinking tools to develop problem solving skills and to make informed and conscious choices.
description: Il seguente contributo invita a riflettere sull'importanza dell'educazione scientifica nei primi anni della formazione, quando si avvia quel processo di acquisizione di schemi comportamentali, preferenze e valori in grado di condurre bambini e bambine alla facilità della semplificazione, di allontanarli dalla realtà complessa e piena di possibili sfumature, rafforzando identità tradizionali difficili da decostruire. Nel testo vengono messe in evidenza le problematiche legate alla didattica STEM e suggerite alcune strategie e metodologie didattiche da utilizzare al fine di predisporre contesti efficaci in grado di fornire ai giovanissimi gli strumenti di pensiero per sviluppare le competenze di problem solving e per effettuare scelte consapevoli ed informate.
DOI: 10.17632/btkf32tb8n.1
title: Knee Joint Osteoarthritis Data of ''Exploring the Efficacy of Base Data Augmentation Methods in Deep Learning-Based Radiograph Classification of Knee Joint Osteoarthritis''

description: This repository contains the datasets generated and utilized to achieve the results presented in our study, available at https://www.mdpi.com/1999-4893/17/1/8. The augmentation and processing name of each dataset match those in the study. Additionally, the Top 20 Grad-CAM images from the adversarial outlier analysis are provided. The initial images originated from https://data.mendeley.com/datasets/56rmx5bjcr/1, which obtained raw data organized by OAI (https://nda.nih.gov/oai). We further processed and modified this data in several ways, including correction of all negative radiographs, contrast adjustment and adversarial/supportive additive augmentations (see the paper for more approaches and details). Any potential citations to our modified datasets must include all prior works mentioned to acknowledge the foundational public datasets.