cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24411997.v6
title: Chromosome-scale de novo genome assembly andannotation of three representative Casuarina species:C. equisetifolia, C. glauca, and C. cunninghamiana

description: Chromosome-scale de novo genome assembly andannotation of three representative Casuarina species:C. equisetifolia, C. glauca, and C. cunninghamianaAustralian pine (Casuarina spp.) is extensively planted in tropical and subtropical regions for wood produc?tion, shelterbelts, environmental protection, and ecological restoration due to their superior biological char?acteristics, such as rapid growth, wind and salt tolerance, and nitrogen fixation. To analyze the genomicdiversity of Casuarina, we sequenced the genomes and constructed de novo genome assemblies of thethree most widely planted Casuarina species: C. equisetifolia, C. glauca, and C. cunninghamiana. We gener?ated chromosome-scale genome sequences using both Pacific Biosciences (PacBio) Sequel sequencing andchromosome conformation capture technology (Hi-C). The total genome sizes for C. equisetifolia, C. glauca,and C. cunninghamiana are 268 942 579 bp, 296 631 783 bp, and 293 483 606 bp, respectively, of which25.91, 27.15, and 27.74% were annotated as repetitive sequences. We annotated 23 162, 24 673, and 24 674protein-coding genes in C. equisetifolia, C. glauca, and C. cunninghamiana, respectively. We then collectedbranchlets from male and female individuals for whole-genome bisulfite sequencing (BS-seq) to explore theepigenetic regulation of sex determination in these three species. Transcriptome sequencing (RNA-seq)revealed differential expression of phytohormone-related genes between male and female plants. In sum?mary, we generated three chromosome-level genome assemblies and comprehensive DNA methylation andtranscriptome datasets from both male and female material for three Casuarina species, providing a basisfor the comprehensive investigation of genomic diversity and functional gene discovery of Casuarina in the future.. Please cite following reference if you use this dataset in your study:Zhang, Y., Wei, Y., Meng, J., Wang, Y., Nie, S., Zhang, Z., ... & Gu, L. (2023). Chromosome‐scale de novo genome assembly and annotation of three representative Casuarina species: C. equisetifolia, C. glauca, and C. cunninghamiana. <i>The Plant Journal</i>, <i>114</i>(6), 1490-1505.All suggestions are welcome to lfgu@fafu.edu.cn
DOI: 10.6084/m9.figshare.28323968.v5
title: The Digital Identity of Gen Z Medical Students: An Evolving Concept of Professional Identity.

description: There are some datas of three participants:Verbatim transcribing interviews in Bahasa.Content analysis.Coding table.Case study.
DOI: 10.17632/8wrysjbsny
title: Expert evaluation of the content validity of the Self-Perceived Health Scale (SPHS-12)

description: The objective of conducting this expert evaluation was to assess the degree of relevance among the items to support the proposed conceptual definition, and the degree to which the number of items was sufficient to adequately represent their respective factor. To this end, the experts who agreed to participate were given an e-mail form asking them to evaluate on a scale of 1 (Not at all relevant) to 5 (Fully relevant) each of the items; and on a scale of 1 (Not at all represented) to 5 (Fully represented) the degree to which the items were sufficient to support their respective factors. This was done as we sought to ensure that the final items were sufficiently consistent with the proposed conceptual definition, while achieving adequate conceptual coverage of their factors [50].
This database shows the seven expert contacts' evaluations of the degree of relevance of the items to the conceptual definition of the Self-perceived Health construct (Rows 1-55), and the degree to which the items sufficiently represent their factors (Rows 59-68).
For this, the experts evaluated each item on a scale of 1 to 5 using the attached Word form. 
In column I, the mean score is shown, and in column J the Aiken V is shown.
In column K is the number of judges who evaluated each item and in column R are the values of Aiken's V together with their 95% confidence intervals.

For detailed information on the analysis procedures performed in columns L, M and N, please refer to https://doi.org/10.20882/adicciones.1213.
DOI: 10.6084/m9.figshare.5121664.v1
title: Supplementary Material for: Retinal Pigment Epithelium Cell Alignment on Nanostructured Collagen Matrices

description: We investigated attachment and migration of human retinal pigment epithelial cells (primary, SV40-transfected and ARPE-19) on nanoscopically defined, two-dimensional matrices composed of parallel-aligned collagen type I fibrils. These matrices were used non-cross-linked (native) or after riboflavin/UV-A cross-linking to study cell attachment and migration by time-lapse video microscopy. Expression of collagen type I and IV, MMP-2 and of the collagen-binding integrin subunit α<sub>2</sub> were examined by immunofluorescence and Western blotting. SV40-RPE cells quickly attached to the nanostructured collagen matrices and aligned along the collagen fibrils. However, they disrupted both native and cross-linked collagen matrices within 5 h. Primary RPE cells aligned more slowly without destroying either native or cross-linked substrates. Compared to primary RPE cells, ARPE-19 cells showed reduced alignment but partially disrupted the matrices within 20 h after seeding. Expression of the collagen type I-binding integrin subunit α<sub>2</sub> was highest in SV40-RPE cells, lower in primary RPE cells and almost undetectable in ARPE-19 cells. Thus, integrin α<sub>2</sub> expression levels directly correlated with the degree of cell alignment in all examined RPE cell types. Specific integrin subunit α<sub>2</sub>-mediated matrix binding was verified by preincubation with an α<sub>2</sub>-function-blocking antibody, which impaired cell adhesion and alignment to varying degrees in primary and SV40-RPE cells. Since native matrices supported extended and directed primary RPE cell growth, optimizing the matrix production procedure may in the future yield nanostructured collagen matrices serving as transferable cell sheet carriers.
DOI: 10.17632/8m64r7j3fg
title: Six Years of Rwandan Science and Mathematics Competency-Based Curriculum Implementation and the Resultant Student Performance in Relation to Gender

description: This dataset is related to the study that analyzed Rwandan secondary school students’ academic performance in advanced-level secondary science and mathematics national examinations and the resultant gender differences after six years of implementation of the Competence-Based Curriculum (CBC). It comprises grade scores of 28, 475 male and 34,698 female students who took the 2022 National Examination of Biology, Chemistry, Mathematics and Physics subjects. The data were collected through 2022 Advanced Level National Examinations 2022 by Rwanda National Examination and Inspection Authority (NESA). In a structured Excel spreadsheet format, the data set is arranged with the header in row 1 revealing the student respondent's province, school year, district, subject, gender, grade score, and average grade score marks. The province, school year, district, subject, gender, grade score, and average grade score marks of each student are displayed in rows 2–12703 for Biology, 2-14495 for Chemistry, 2-26537 for Mathematics, and 2-9418 for Physics. Each student' s province is shown in column A, school year is shown in column B, the district is in column C, subject in column D, gender in column E, grade score in column F and the average grade score marks in column G.
DOI: 10.6084/m9.figshare.25283056.v2
title: Global variation of adjusted N2O EFs

description: Title: Legacy effects cause systematic underestimation of N<sub>2</sub>O emission factorsAbstract: Agricultural soils account for ~50% of global anthropogenic nitrous oxide (N<sub>2</sub>O) emissions, which are largely derived from nitrogen (N) fertilizer input. Global N<sub>2</sub>O emission factors (EFs) estimated from IPCC Tier 1 methodologies, which are mainly based on field measurements, are 2-5 times lower than those from top-down models. The reason for this inconsistency is unclear, causing uncertainty in global estimates of N<sub>2</sub>O fluxes and hindering the development of sound mitigation policies. Here, we show through data synthesis and a series of experiments, that EFs measured in field experiments increase exponentially with measurement duration. Our results can be explained by the legacy effect of N input; historic N addition increases soil N availability, lowers soil pH, and increases the abundance of N<sub>2</sub>O producing microorganisms in control plots. Accounting for this legacy effect and without considering other effects, we estimate that global EFs and annual fertilizer-induced N<sub>2</sub>O emissions of cropland are 1.7% and 1.8 Tg N<sub>2</sub>O-N, respectively, both 89% higher than IPCC estimates. Our findings narrow the gap between bottom-up and top-down estimates of EFs, emphasize the importance of long-term well-controlled experiments for N<sub>2</sub>O emission estimates, and underline the need for N<sub>2</sub>O emission mitigation practices.Data: Global variation of adjusted N<sub>2</sub>O EFs based on EFs from IPCC (2019) and Cui et al. (2021). Please open it in MATLAB.
DOI: 10.17632/6ng342f32t
title: Data for: Corrosive Sulphur effect in power and distribution transformers failures and treatments

description: Parameters for case study: Corrosive Sulphur in power and distribution transformers
DOI: 10.17632/fh9hmkmwbv
title: Fostering Sustainable Livelihoods in Indonesia: Economic Determinants of Productivity and Welfare in Capture Fisheries

description: Fostering Sustainable Livelihoods in Indonesia: Economic Determinants of Productivity and Welfare in Capture Fisheries Data
DOI: 10.17632/kh4pdmr9hz
title: Grapefruit Defect Semantic Segmentation Dataset

description: This is a dataset for semantic segmentation of grapefruit defects. The segmentation targets include grapefruit defects, navel, and stem.The dataset includes both the original images and the labeled images that we manually labeled through the software. The dataset is distributed in the same way as the VOC2012 dataset.
DOI: 10.17632/ncfgz5xxyb
title: Lymph_node_panorama

description: This repository contains the raw and processed Imaging Mass Cytometry (IMC) data used in the manuscript "Optimizing multiplexed imaging experimental design through tissue spatial segregation estimation". Briefly, a large (>3mm2) region was imaged in two healthy human lymph node samples using IMC. Data were processed using the Steinbock pipeline and then analysed with an in-house script.
DOI: 10.17632/vhh7v5pp3f
title: Rational inattention and migration decisions, Replication files

description: Replication files for "Rational inattention and migration decisions," by Simone Bertoli, Jesús Fernández-Huertas Moraga and Lucas Guichard
DOI: 10.17632/kvbm8g9xm9
title: Dataset Penelitian Kewirausahaan di Indonesia Terindeks Scopus (1972-2019)

description: Dataset penelitian bidang kewirausahaan dengan afiliasi institusi peneliti berasal dari negara Indonesia yang terindeks Scopus dari tahun 1972 sampai dengan tahun 2019. Dataset berisi data nama-nama penulis, authors ID Scopus, judul, tahun, judul sumber, volume, nomer, nomer artikel di Scopus, DOI, link, afiliasi, abstrak, kata kunci, referensi, alamat korespondensi, penyunting, penerbit, nama konferensi, tanggal konferensi, kode konferensi, ISSN, bahasa, tipe dokumen, tipe akses, dan EID. The entrepreneurship research dataset with affiliated research institutions is from Indonesia, which was indexed by Scopus from 1972 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.14881755.v4
title: Mexican urban biodiversity

description: Supplementary figures, datasets, and R codes used in the manuscript entitled "Drivers of urban biodiversity in Mexico and joint risks from future urban expansion, climate change, and urban heat island effect."Julián A. Velasco<sup>1</sup>, Carlos Luna-Aranguré<sup>1</sup>, Oscar Calderón-Bustamante<sup>1</sup>, Alma Mendoza-Ponce<sup>2</sup>, Francisco Estrada<sup>1,2,3</sup>, Constantino Gonzalez-Salazar<sup>1,4,</sup>*<sup>1</sup>ICAyCC-Instituto de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de México, Mexico City, Mexico<sup>2</sup>PINCC-Programa de Investigación en Cambio Climático, Universidad Nacional Autónoma de México, Mexico City, Mexico<sup>3</sup>Institute for Environmental Studies, VU Amsterdam, Amsterdam, the Netherlands<sup>4</sup>C3-Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, Mexico*Corresponding authorE-mail: cgsalazar@atmosfera.unam.mx<br>
DOI: 10.17632/2gwnjx729x
title: Actitudes hacia la Inteligencia Artificial, Ansiedad Digital y Competencias Digitales entre estudiantes universitarios

description: Adoptamos un diseño transversal cuantitativo para recolectar datos de 235 estudiantes universitarios, divididos entre estudios de educación (Educación Primaria e Infantil) y estudios sociales (Educación Social y Trabajo Social). Esta división nos permite explorar diferencias potenciales en las actitudes hacia la IA entre distintos campos de estudio, asegurando una representación adecuada de cada grupo. La muestra se obtuvo de manera incidental, buscando mantener cuotas equilibradas de estudiantes de los cuatro cursos académicos de grado.
El muestreo incidental implicó la selección de participantes disponibles y dispuestos a participar voluntariamente en el estudio en el momento de la recolección de datos. Se intentó equilibrar la muestra en términos de estudiantes de primer, segundo, tercer y cuarto año para cada una de las titulaciones mencionadas. Esto garantiza una diversidad en las respuestas que puede reflejar las diferencias en el nivel de experiencia académica y exposición a la tecnología.

Para medir las actitudes hacia la IA, hemos adaptado escalas validadas y ampliamente reconocidas en estudios académicos. Implementamos la General Attitudes towards Artificial Intelligence Scale (GAAIS) y la Attitudes towards AI Scale (AAIS), siguiendo la metodología de Schepman y Rodway (2022) y Stein et al. (2024). Estas herramientas son fundamentales para obtener una evaluación precisa y detallada de las perspectivas estudiantiles.

La Escala de Actitudes Generales hacia la Inteligencia Artificial (GAAIS) mide las actitudes generales hacia la IA con ocho ítems en dos subdimensiones: actitudes positivas y actitudes negativas hacia la IA. La escala presenta alta fiabilidad, con coeficientes alfa de Cronbach de 0.80 para la subdimensión positiva, 0.84 para la negativa y 0.83 para la escala total.
La Escala de Actitudes hacia la Inteligencia Artificial (AAIS) evalúa las actitudes hacia la IA en tres dimensiones: cognitiva, afectiva y conductual. La fiabilidad de esta escala se evaluó con coeficientes alfa de Cronbach de 0.64 para la subdimensión cognitiva, 0.63 para la afectiva y 0.63 para la conductual, con un coeficiente global de 0.84.
La Escala de Ansiedad hacia la Inteligencia Artificial (AIAS), desarrollada por Wang y Wang (2022), mide la ansiedad específica hacia la IA. Seleccionamos las dos dimensiones principales: aprendizaje (8 ítems) y reemplazo laboral (6 ítems), con alta fiabilidad en este estudio (coeficientes alfa de 0.96 y 0.92, respectivamente).
Para evaluar las competencias digitales, aplicamos el marco DigComp 2.2 (Vuorikari, Kluzer, & Punie, 2022), adaptado al contexto educativo actual. Nos concentramos en "habilidades de comunicación y colaboración" (6 ítems) y "alfabetización en información y datos" (7 ítems), con fiabilidades de 0.64 y 0.81, respectivamente. Adaptamos las opciones de respuesta a una escala de frecuencia para captar mejor las competencias avanzadas en un contexto universitario.
DOI: 10.17632/8wfkb2mmns
title: Osteometric Data of Avian Fauna of Armenia

description: The data article provides a description of the dataset of the linked repository which contains osteometric measurement data of modern bird skeletons deposited in the scientific collections of the Laboratory of Vertebrate Zoology the Institute of Zoology at the Scientific Center of Zoology and Hydroecology of NAS Armenia. The center’s avian skeleton collection includes 165 specimens and is the largest avian osteology collection in Armenia. The information outlined in the database is not part of any published research article and is made available as a standalone data repository for scientists dealing with morphometric comparative studies of birds.
The linked Mendeley Data repository dataset contains an Excel file named ‘bird osteometrics’ with cranial and postcranial measurement data of modern bird specimens sampled over the period of 60 years (between 1961 and 2022). The featured measurement data is from 141 studied bird individuals which belong to 81 species, 34 families and 17 orders collected from 141 sampling points across all provinces of Armenia. Of these 141 individuals, 16 are female and 125 are male individuals. 
The taxonomic list of birds for which the osteometric measurements is provided contain the number of individuals measured and geographic names of sampling locations. Because no geo-positioning technology was available in the early stages of material collection, names of the nearest settlements are used to describe the location of the sampling point.
The taxonomy and nomenclature used in Table 3 follow the Bird Life International Illustrated Checklist of the Birds of the World [5, 6] and is based on the taxonomy published in the Handbook of the Birds of the World (HBW) [1].
Also included in the linked dataset are four image files in .Tiff format named ‘Map1.tiff’, ‘Map2.tiff’, ‘Map3.tiff’ and ‘Map4.tiff’ showing sampling locations of bird specimens at which the material has been obtained. The original images have a resolution of 300 dpi, with a width of 1500 pixels and a height of 1412 pixels.
DOI: 10.17632/d2ynpjwwsp
title: Weight Loss During Neoadjuvant Therapy is Associated with Poor Response among the Patients with Gastrointestinal Cancer: A Propensity Score Matching Analysis

description: This work was performed with gastrointestinal cancer patients who underwent neoadjuvant therapy from January 2015 to July 2020 at Guangxi Medical University Cancer Hospital.  These data are provided for further analysis and research and are not available for commercial use. Please contact us for more requirements.
DOI: 10.6084/m9.figshare.27284436.v1
title: <b>A Reference Genome for Boat-tailed Grackles (</b><b><i>Quiscalus major</i></b><b>)</b>

description: Boat-tailed Grackles (Icteridae: Quiscalus major) are marsh-dwelling blackbirds that are endemic to the eastern United States. They occur along the Atlantic and Gulf Coasts from Connecticut to Texas, as well as throughout the Florida peninsula. Various elements of Boat-tailed Grackle biology have been studied extensively, yet genome resources for this and other icterids are few. Here, we provide a contiguous genome assembly constructed from tissues of a museum-vouchered, female Boat-tailed Grackle of the nominate subspecies Quiscalus major major that we collected in southeast Louisiana.
DOI: 10.17632/2msdd4j84c
title: Free open reference implementation of a two-phase PEM fuel cell model

description: In almost 30 years of PEM fuel cell modeling, countless numerical models have been developed in science and industrial applications, almost none of which have been fully disclosed to the public. There is a large need for standardization and establishing a common ground not only in experimental characterization of fuel cells, but also in the development of simulation codes, to prevent each research group from having to start anew from scratch. Here, we publish the first open standalone implementation of a full-blown, steady-state, non-isothermal two-phase model for low-temperature PEM fuel cells. It is based on macro-homogeneous modeling approaches and implements the most essential through-plane transport processes in a five-layer MEA. The focus is on code simplicity and compactness with only a few hundred lines of clearly readable code, providing a starting point for more complex model development. The model is implemented as a standalone MATLAB function, based on MATLAB’s standard boundary value problem solver. The default simulation setup reflects wide-spread commercially available MEA materials. Operating conditions recommended for automotive applications by the European Commission are used to establish new fuel cell simulation base data, making our program a valuable candidate for model comparison, validation and benchmarking.
DOI: 10.17632/nj6sw7vc7d
title: GENeSYS-MOD India: Technology, demand, renewable data, and model results

description: This dataset contains renewable potentials, timeseries, technology data, and additional data tables for the current implementation of GENeSYS-MOD India.
DOI: 10.17632/t7t8kbjpyg
title: Data for: Data on ADME parameters of bisphenol A and its metabolites for use in physiologically based pharmacokinetic modelling

description: The material in this repository is related to the article entitled "Data on ADME parameters of bisphenol A and its metabolites for use in physiologically based pharmacokinetic modelling" to be published in Data in Brief (Wiśniowska et al., 2023). The related article provides the physicochemical parameters of bisphenol A (BPA) and its sulfate (BPAS) and glucuronide (BPAG) conjugates, as well as parameters characterizing their absorption, distribution, metabolism, and excretion (ADME) behaviour following oral administration of BPA. This set of parameters was used to implement a physiologically based pharmacokinetic (PBPK) model in Simcyp® Simulator V21. The PBPK model was used to simulate the human toxicokinetic studies of Thayer et al. (2015) and Teeguarden et al. (2015). This repository contains the Simcyp workspace (*.wksz), two files with the observed data (Observed*.xml, Observed*.xlsx), and the Simcyp output file (Simulation*.xlsx) for each simulated study. The Simcyp workspace contains all of the simulation details, including compound and population data, as well as trial design information. The PBPK model parameters are additionally be compiled in an Excel file named "PBPK model parameters.xlsx". This repository also contains an R script (*.R) which was used to extract the predicted and observed plasma/serum concentration-time profiles and cumulative urinary excretion-time profiles from the Excel files to generate a graphical representation of all data in a single figure (*.pdf). The PBPK model can be used to test various scenarios with oral exposure to BPA. It can also be extended to include other exposure routes, such as the dermal route. Therefore, the developed PBPK model can be used to support the assessment of human health risk of BPA, the interpretation of human biomonitoring data, and the establishment of the relationship between external and internal exposure measures.
DOI: 10.6084/m9.figshare.28955696.v3
title: Winther-Have_Supplementary_Information.xlsx

description: Supplementary material and high resolution pictures for Winther-Have et al. 2025
DOI: 10.17632/z7235ty2kx
title: The Impact of Emotional Intelligence on Vocational Interests among Palestinian Students

description: emotional intelligence, vocational interests, career, Palestine, students