cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bvts42fpfb.2
title: VTAR11

description: Advances in Artificial Intelligence and Computer Vision have made automation systems popular in a variety of fields. One of these is Human Activity Recognition, which has a number of novel, practical and innovative applications. Because the HAR is a complex system, many issues and challenges need to be addressed. One of the most challenging research areas under HAR is identifying toddler activities from various vision input devices. In order to enhance the safety and wellness of toddlers, their behavior has to be studied separately. For this, a comprehensive understanding of existing toddler activity systems, available datasets to conduct experiments, challenges involved, and potential societal applications must be explored. Toddler activity recognition is a specialized subfield of computer vision and machine learning that focuses on automatically identifying and classifying activities performed by toddlers or young children. Vision-based toddler activity recognition plays a crucial role in monitoring developmental milestones, detecting anomalies, and supporting research in child development studies. Current human activity recognition primarily emphasizes adult activities. However, toddler activities, while sharing similarities with those of adults, exhibit significant variations in execution. Consequently, there exists ample opportunity to explore toddler activities as a distinct and separate research domain. This paper presents an image dataset designed for the purpose of recognizing toddler activities. The dataset consists of 2,389 raw images distributed across 11 distinct activity classes. Each activity class contains over 195 images, ensuring a well-balanced distribution within the classes. The considered toddler activity categories for experimentation encompass crying, eating, drinking, smiling, sleeping, yawning, W-sitting, playing on a swing, playing with stacking rings, toddlers on a staircase, and toddlers with a knife. The dataset was meticulously compiled, merging images obtained from Google with manually collected photographs. The dataset undergoes image preprocessing on the raw images as part of the model building process. This preprocessing involves auto orientation, contrast stretching, and resizing the images to 320x320 pixels while accommodating white edges. To enhance the diversity of the original images, image augmentation techniques were employed. These techniques included horizontal flipping, the application of grayscale to 10% of the images, brightness adjustments with variations ranging from -25% to +25%, up to 1-pixel blurring, and the addition of noise to up to 3% of the pixels. As a result, a comprehensive training dataset was created, consisting of 12,331 images. Subsequently, the resulting dataset was utilized for model construction. The authors leveraged the RoboFlow AutoML model, achieving a validation accuracy of 93.2%.
DOI: 10.17632/xmv7hyr99g.1
title: Earth Orientation Parameters estimated from NEMO-ORCA12 ocean model

description: The oceanic component of Earth Orientation parameters (polar motion and length of day) estimated from a 1/12 degree global ocean general circulation model (NEMO-ORCA12). The data includes separate mass and motion components of polar motion (Chi1 & Chi2) and length of day (Chi3). The detailed information regarding the data is provided in the ASCII file.
DOI: 10.17632/7tmv36spxp.1
title: Development and Verification of a One-Dimensional Collision Probability Based Neutron Transport Code to Model Axially Heterogeneous Cylindrical Vessels Containing Aqueous and Organic Plutonium Nitrate

description: In accordance with EPSRC funding requirements, this supplementary dataset provides all supporting data used to create figures in the following reference: Daniels, J., Williams, M.M.R., Eaton, M.D., 2023. Development and Verification of a One-Dimensional Collision Probability Based Neutron Transport Code to Model Axially Heterogeneous Cylindrical Vessels Containing Aqueous and Organic Plutonium Nitrate. Annals of Nuclear Energy, Under Review. This dataset provides the results of computational models performed to verify a collision probability (CP) based neutron transport code. Each folder of this dataset has either a single python script, or multiple python scripts accompanied by a readme file, which the viewer can run to generate the figures presented in the above reference.
DOI: 10.17632/hz9mcn8cd7.1
title: Countercyclical Central Government Transfers Incentivize Local Government Over-Borrowing: Theory and Evidence from China

description: This is replication data for "Countercyclical Central Government Transfers Incentivize Local Government Over-Borrowing: Theory and Evidence from China"
DOI: 10.17632/7fggkfp2h2.1
title: Chapter 14: Techniques for Detecting Fraud: Global CO₂ Emissions Dataset

description: This dataset can be used to analyze trends in CO₂ emissions over time, compare emissions between countries, understand the impact of population and economic growth on emissions, and identify outliers or anomalies in the data that may indicate data reporting errors or significant changes in a country's emission patterns. The trends are clear, CO₂ emissions are climbing, but it's not a straight line. There are bumps in the road, particularly in periods like the late 1930s to early '40s, and again in the recent stretch from 2017 to 2021. These spikes beg a question: what happened in those years to push the numbers up? Unpacking those peaks could lead us down many paths—historical events, policy shifts, maybe even technological leaps, or demographic trends. Digging deeper, we might consider leveling up our anomaly-hunting tools, perhaps turning to machine learning for a sharper edge. And why stop at CO₂? Bringing in more data, like temperatures or air quality, could paint a fuller picture of our planet's health.
DOI: 10.17632/pmtthxdjh3.1
title: Dataset: Visitor profile and satisfaction - South Bohemia, Czechia 2018

description: Raw data in SPSS format identifying the visitor profile and satisfaction with destination components, overall visitor satisfaction and weather perception in South Bohemia, Czechia 2018.
DOI: 10.17632/zvzw2mzspj.1
title: Programa de difusión selectiva de la información en enfermedades raras. Documento de alcance y descripción técnica.

description: Las enfermedades raras (ERs) son un problema mundial, tanto en el aspecto de acceso al diagnóstico y tratamiento como en la gestión asistencial para los sistemas sanitarios y la investigación que se realiza sobre ellas. El trabajo colaborativo en este aspecto es extremadamente importante. La investigación clínica sobre ERs genera un conocimiento difícil de obtener y cuya difusión tiene, además, dificultades para extenderse entre los profesionales implicados en la atención de estos pacientes. La difusión del conocimiento científico de mejor calidad, en forma de revisiones sistemáticas, guías de práctica clínica o recomendaciones y consensos basados en la evidencia debe ser prioritaria a la hora de la planificación de estrategias de atención a las ERs. Este documento es un plan para el desarrollo e implementación de una estrategia de difusión de información relevante sobre enfermedades raras con el objetivo de aumentar su conocimiento entre los profesionales sanitarios. La estrategia se basará en un servicio de difusión selectiva de la información (DSI) que se complementará con una cuenta de Twitter específica para este proyecto. El documento especifica los recursos, tareas y personal que serán necesarios para cada una las fases de desarrollo, pilotaje, implementación, mantenimiento y mejoras. El plan cubrirá una lista inicial de veintidós ERs. Las tareas documentales, administrativas y de decisión serán repartidas entre una documentalista, una unidad de gestión, y un jefe de gabinete de investigación. La iniciativa cuenta con la colaboración de miembros de la AETSA-Consejería de Salud y Consumo y AETSA-Fundación Progreso y Salud (FPS). El fin de este documento es describir un plan para implementar y desarrollar una estrategia de información sobre ERs basada en DSI y en una cuenta de red social (X) con el objetivo de aumentar la diseminación del conocimiento sobre la investigación de alta calidad y actual en ERs, y de las recomendaciones relevantes sobre ellas, entre los profesionales del Sistema Andaluz de Salud (SAS) y de las European Reference Networks (ERNs). Los tipos de investigaciones que se diseminarán serán revisiones sistemáticas de la literatura (RSL), guías de práctica clínica (GPC), recomendaciones y otros productos basados en la evidencia y ensayos clínicos (EC). Este programa está implementado desde enero de 2023.
DOI: 10.17632/nrwrf96962.1
title: A bibliometric analysis of venous thromboembolism nursing between 1999-2022: current status and future prospects

description: Web of Science Data
DOI: 10.17632/cxpc52bwhn.1
title: Imaging tumor lactate is feasible for identifying intermediate-risk prostate cancer patients with post-surgical biochemical recurrence

description: This is a supporting dataset for the manuscript 'Imaging tumor lactate is feasible for identifying intermediate-risk prostate cancer patients with post-surgical biochemical recurrence' (10.1073/pnas.2312261120).
DOI: 10.17632/pw7kcfhh4y.1
title: Navigating ‘C’ of the Spices Model in Twin Cities of Pakistan

description: This qualitative data was collected to explore practices regarding community–based activities (CBAs) of the undergraduate outcome–based integrated curriculum in medical colleges of twin cities (Rawalpindi–Islamabad) of Pakistan. The study identifies gaps and recommendations for implementing community–oriented and community–based medical education (COME & CBME) at the undergraduate level in Pakistan. The analysis shows that the lack of learning outcomes, assessment strategies, and supervisory structure hindered any improvement in the CBAs. The dominance of the clinical faculty and the Community Medicine faculty's limited motivation were identified as significant challenges hindering advancement in the CBME. The regulatory authority was proposed to combat pre–clinical versus clinical dilemmas and interdisciplinary and interprofessional issues, including multi–sectoral and community engagement challenges faced by the COME in Pakistan.
DOI: 10.17632/vhvttnhv86.1
title: Raw data

description: Raw data for XRD, BET, FTIR, XPS, and potentiometric titration figures in the manuscript and supplementary material. Please refer to the original article for details.
DOI: 10.17632/59xmrb6y3z.1
title: Partial alopecia area retains bulge hair follicle progenitor cells in Indian androgenetic alopecia patients

description: Supplementary figures and tables for manuscript submitted to JAAD: Partial alopecia area retains bulge hair follicle progenitor cells in Indian androgenetic alopecia patients Akshay Hegde1,2*, Dyuti Saha1,3*, Savitha Somaiah4, Colin Jamora1 1. IFOM-inStem Joint Research Laboratory, Centre for Inflammation and Tissue Homeostasis, Institute for Stem Cell Science and Regenerative Medicine, Bangalore, Karnataka, India 2. School of Chemical and Biotechnology (SCBT), Shanmugha Arts, Science, Technology and Research Academy (SASTRA), deemed to be University, Thanjavur 613401, Tamil Nadu, India 3. Department of Biology, Manipal Academy of Higher Education, Manipal, India. 4. Sapthagiri Institute of Medical Sciences and Research Centre, Bangalore, India * Equal first authors.
DOI: 10.17632/nvt6kwgvkd.1
title: Soil and water conservation

description: Soil and Water Conservation (SWC) is the branch of science, dealing with the studies on massive soil mass to soil particles and colloidal clay micelle, soil microbial community, soil organic matter, soil nutrients, soil moisture and their uptake by plants, and management of aquatic environment. Moreover, physical, chemical, microbial and biochemical properties of soils and their interactions with climate and hydrological conditions for successful crop cultivation are considered in the studies on SWC. Consequently, SWC deals with the application of methodologies for determining all those vast soil features, from gravimetric methods to applications of nuclear and nanotechnologies, and application of soil and water conservation methods. SWC studies is necessary for planning of the correct management of soil organic matter and soil moisture to diminish soil loss and to simplify the management of problem soils and irrigation water and all necessary cultural practices, and of course involving nature-based solutions including activities of hydrological balance approach for rainwater harvesting, agroforestry, mulching etc. with the aim of achieving the Sustainable Development in food production. In short, Soil and Water Conservation (SWC) is the branch of science necessary for survivality of this civilization. https://www.researchgate.net/publication/364936239_Soil_and_Water_Conservation_for_Sustainable_Food_Production Ecosystem management of degraded red and lateritic soil through agroforestry https://www.researchgate.net/publication/359310869_Ecosystem_management_of_degraded_red_and_lateritic_soil_through_agroforestry https://www.researchgate.net/profile/Subhabrata-Panda/research https://orcid.org/0000-0002-8916-5180
DOI: 10.17632/nvt6kwgvkd.2
title: Soil and water conservation

description: Soil and Water Conservation (SWC) is the branch of science, dealing with the studies on massive soil mass to soil particles and colloidal clay micelle, soil microbial community, soil organic matter, soil nutrients, soil moisture and their uptake by plants, and management of aquatic environment. Moreover, physical, chemical, microbial and biochemical properties of soils and their interactions with climate and hydrological conditions for successful crop cultivation are considered in the studies on SWC. Consequently, SWC deals with the application of methodologies for determining all those vast soil features, from gravimetric methods to applications of nuclear and nanotechnologies, and application of soil and water conservation methods. SWC studies is necessary for planning of the correct management of soil organic matter and soil moisture to diminish soil loss and to simplify the management of problem soils and irrigation water and all necessary cultural practices, and of course involving nature-based solutions including activities of hydrological balance approach for rainwater harvesting, agroforestry, mulching etc. with the aim of achieving the Sustainable Development in food production. In short, Soil and Water Conservation (SWC) is the branch of science necessary for survival of this civilization. https://www.researchgate.net/publication/364936239_Soil_and_Water_Conservation_for_Sustainable_Food_Production Ecosystem management of degraded red and lateritic soil through agroforestry https://www.researchgate.net/publication/359310869_Ecosystem_management_of_degraded_red_and_lateritic_soil_through_agroforestry https://www.researchgate.net/profile/Subhabrata-Panda/research https://orcid.org/0000-0002-8916-5180
DOI: 10.17632/sgxmgf47sb.1
title: Using spatial capture-recapture models to estimate spotted hyaena (Crocuta crocuta) population density and assess the influence of sex-specific covariates on space use and detection probability.

description: Despite being resident or reintroduced to multiple South African protected areas, spotted hyaena (Crocuta crocuta) have been subject to limited population monitoring and are not managed in the same intensive way as other large carnivores. Considering the species’ significant influence on ecosystem processes, robust estimates of population density are necessary to inform conservation management. In this study, we ran a single-season camera trap survey in the Main Camp section of Addo Elephant National Park (Addo), South Africa, and used spatial capture-recapture (SCR) models to estimate spotted hyaena population density. Spotted hyaena density was estimated to be 11.13 (± SE 1.96) individuals/100 km2, with an estimated abundance of 37 (± SE 6.44). Using our database of sexed spotted hyaena individuals, we found no significant difference for sex-specific SCR parameters (baseline encounter probability and spatial scale parameter), suggesting the incorporation of sex-specific information may not be as necessary for spotted hyaena as it is for territorial felids and other species with more pronounced differences in range size. Spotted hyaena density in Addo was comparable to previous SCR studies and towards the higher end of known densities. Our estimate provides an important baseline for monitoring reintroduction success in Addo, and we advocate for increased SCR monitoring of spotted hyaena in South African protected areas to inform a metapopulation approach to the species’ management. These data include spotted hyaena capture histories and metadata (_edf and _tdf files) for SCR analysis of spotted hyaena density in Addo Elephant National Park, South Africa. We test the effects of distance to den site, camera type and sex on baseline encounter probability and space use. We include R code which covers step by step analysis and associated instructions. GPS locations of camera traps can be obtained by contacting the authors directly with prior written permission from SANParks due to the sensitivity of such locations in their priority species monitoring program. Original R Code supplied by author Dr Robert S. Davis
DOI: 10.5281/zenodo.10058846
title: Local Energetic Frustration Conservation in Protein Families and Superfamilies
DOI: 10.5281/zenodo.10078713
title: Local Energetic Frustration Conservation in Protein Families and Superfamilies
DOI: 10.5281/zenodo.10089361
title: Local Energetic Frustration Conservation in Protein Families and Superfamilies
DOI: 10.5281/zenodo.10103016
title: Local Energetic Frustration Conservation in Protein Families and Superfamilies
DOI: 10.5281/zenodo.10015897
title: Local Energetic Frustration Conservation in Protein Families and Superfamilies
DOI: 10.5281/zenodo.10015898
title: Local Energetic Frustration Conservation in Protein Families and Superfamilies
DOI: 10.5281/zenodo.10093060
title: Local Energetic Frustration Conservation in Protein Families and Superfamilies
DOI: 10.17632/8yjwy8m62h.1
title: Supplementary Materials: Laminin β4 is a constituent of the cutaneous basement membrane zone and additional autoantigen of anti-p200 pemphigoid_JAAD

description: Supplemental information for the manuscript published in the Journal of the American Academy of Dermatology (JAAD): "Laminin β4 is a constituent of the cutaneous basement membrane zone and additional autoantigen of anti-p200 pemphigoid"
DOI: 10.17632/tzvmbxzwxk.1
title: Interview guide

description: Supplementary Interview guide for the study "Healthcare Workers' Perceptions about the Use of Mobile Health (mHealth) Technologies in Public Health Facilities in Lagos, Nigeria"
DOI: 10.17632/sx57cnnb4p.1
title: Riboproteome remodelling during quiescence exit in Saccharomyces cerevisiae

description: Characterization of the riboproteome composition in quiescent cells and post-translational reactivation. To characterize ribosome heterogeneity during the exit from quiescence, the protein composition of ribosomal particles from stationary phase and nutrient-stimulated cells was assessed using a label-free quantitative mass spectrometry strategy.. To this end, crude extracts from these cells were subjected to sucrose gradient centrifugation and three fractions free (F); monosome (M=80S + 60S + 40S) and polysome (P) were analyzed by nano-HPLC-MS/MS. A total of 528 proteins were identified. Supplemenary Table 1 contains Protein content (M%) mean and standard error. n:=3 biological replicates for each fraction/condition; Log Poly-Mono PR abundance: mean and standard error of log (P/M) PR abundance from the log (protein abundance M% polysome sample x/protein abundance M% and Co-fractionated protein distribution F, M, P= ln M% fraction/((M%Free+M%Monosome+M%Polysome)/3)). The color scale indicates the level of protein distribution between F (free), M (monosome) and P (polysome) fraction. Bold values represent values greater than 0.74 on the co-fractionated protein distribution free, monosome, and polysome index (proteins exhibiting a high concentration in a unique fraction accumulating over 70%). Supplementry Table 2 contains the normalized ribosomal protein abundance.
DOI: 10.17632/vyz29rkdx9.1
title: Revista Argentina de Reumatología

description: Enfoque y alcance La Revista Argentina de Reumatología ISSN 0327-4411 (impreso) ISSN 2362-3675 (en línea) es una publicación científica arbitrada por sistema doble ciego, que se publica trimestralmente (enero/marzo, abril/junio, julio/septiembre, octubre/diciembre) . Pertenece a la Sociedad Argentina de Reumatología (Buenos Aires, Argentina), institución fundada en 1937 con el objetivo de contribuir al progreso de la Reumatología en Argentina, promoviendo, estimulando, colaborando, participando e interviniendo en todo tipo de proyectos de investigación básica y estudios. o clínica en todas sus fases. Reúne a reumatólogos de todo el país. La revista aborda contenidos científicos en el área de Reumatología. Incluye tanto patologías articulares y de tejidos blandos como enfermedades autoinmunes, así como sus métodos diagnósticos y terapéuticos. Se incluyen estudios epidemiológicos relacionados con el área, estudios de casos y controles, cohortes, estudios observacionales, informes de casos y revisiones. Además, se reciben "Cartas al Editor". Los artículos “editoriales” de temas especiales se envían únicamente por invitación. Su objetivo es comunicar investigaciones y actualizaciones científicas de Argentina y América Latina sobre Reumatología y ramas afines, promover el debate sobre la problemática relacionada con la especialidad y brindar a la población médica información científicamente verificable. Publica artículos originales e inéditos sobre investigaciones clínicas o experimentales, revisiones, actualizaciones, casos clínicos y diagnósticos por imágenes, entre otros aspectos relacionados con la salud de las personas con patologías reumatológicas, que no han sido presentados ni publicados en otras revistas o medios de difusión científica dirigidos . a médicos especialistas en la patología de referencia, investigadores y docentes, la publicación se edita en español e inglés. Los artículos se reciben y publican en ambos idiomas. Se reserva el derecho de aceptar o no los aportes recibidos, de acuerdo con su alcance temático y en cumplimiento de sus normas editoriales. Declara su apertura a la participación de autores ajenos a la entidad editorial. Al menos el 60% del contenido de la publicación tiene el carácter de investigación original dentro del ámbito científico y académico. La Revista no tiene cargos por procesamiento de artículos (APC) ni por envío de artículos.
DOI: 10.17632/vtp26xspp7.1
title: The Boom of Corporate Debt in Emerging Markets: Carry Trade or Save to Invest?

description: Readme and replication guidance of “The Boom of Corporate Debt in Emerging Markets: Carry Trade or Save to Invest?”
DOI: 10.17632/8pnmk2x849.1
title: Supplemental Materials_Mutational Landscape and Tumor Mutational Burden in Adult Patients with Metastatic Melanoma Arising From Congenital Nevi

description: Demographics, ultraviolet (UV) exposure and dermatologic history, tumor characteristics, pathologic staging, and tumor sequencing data including genetic mutations, TMB, and presence of a UV-signature pattern in melanomas arising in congenital melanocytic nevi in adult patients. Supplemental materials for "Mutational Landscape and Tumor Mutational Mutational Burden in Adult Patients with Metastatic Melanoma Arising From Congenital Nevi."
DOI: 10.17632/rcc6689rd7.1
title: Shebeen Data

description: This dataset is comprised of data obtained from community-based screening in rural South Africa and various community sites. This analysis focused on a subset of those undergoing testing at shebeens (bars) in this rural area, and evaluated the structural and physical characteristics of the shebeens with the proportion of community members testing positive at that shebeen.