cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10822958
title: Gene expression count matrix for 4 T cell subtypes from ROSMAP participants

description: Peripheral blood mononuclear cells (PBMCs) from participants in the Rush Religious Orders Study/Memory and Aging Project (ROSMAP) were isolated by Ficoll gradient centrifugation, then sorted by high-speed flow cytometry into the following T cell subtypes:  CD4+CD45RO-, CD4+CD45RO+, CD8+CD45RO-, and CD8+CD45RO+.  Total RNA was extracted using buffer TCL (Qiagen), then RNA-seq libraries were prepared according to the Single Cell RNA Barcoding and Sequencing method originally developed for single-cell RNA-seq, adapted for extracted total RNA.  RNA libraries were collected on a single 384-well plate and sequenced on the Illumina HiSeq using the High-throughput 3’ Digital Gene Expression (DGE) library.  The "RNA count matrix" file is the raw counts from the 384-well plate, while the "ROSMAP_Tcell_DGE_PlateMap" file contains metadata for the wells on the plate, by well position.
DOI: 10.21966/mc7v-dx06
title: Rocky Intertidal RPAS Mapping - 2018 - 2020 - BC Central Coast - Canada
title: Cartographie des RPAS intertidaux rocheux - 2018 - 2020 - Côte centrale de la Colombie-Britannique - Canada

description: The rocky intertidal dataset consists of drone imagery and associated data, collected as part of nearshore surveying at the Hakai Institute. 

The goals of this project are to:
1. Collect drone imagery associated with Nearshore survey sites, including affiliate research projects
Relate RPAS-derived metrics to in situ field surveys
2. Derive metrics for nearshore habitat productivity and biodiversity using remotely sensed imagery

This project has two levels, the first being a one-time inventory, and the second being a seasonal component. 

Level 1: one-time (i.e. non-seasonal) 3D models of all the sites for Nearshore Rocky intertidal, Pyropia, and Harley, Gehman, and Martone sites. 

Level 2: At least once per year, collect fine-resolution orthomosaics to classify barnacles, mussels, phyllospadix, fucus, and other primary cover types. 

We performed the Level 1 and Level 2 mapping at the following Hakai Rocky Intertidal sites as well as the level 1 and level 2 mapping at the three seasonal sites, we mapped sites requested by Alyssa Gehman / Chris Harley, Patrick Martone, and the seasonal Pyropia sites.
description: L'ensemble de données intertidales rocheuses se compose d'images de drones et de données associées, collectées dans le cadre d'un levé littoral à l'Institut Hakai. 

Les objectifs de ce projet sont les suivants :
1. Recueillir des images de drones associées aux sites d'étude Nearshore, y compris les projets de recherche affiliés
Relier les mesures dérivées des RPAS aux études de terrain in situ
2. Dériver des mesures pour la productivité et la biodiversité des habitats littoraux à l'aide d'images de télédétection

Ce projet comporte deux niveaux, le premier étant un inventaire ponctuel et le second un élément saisonnier. 

Niveau 1 : modèles 3D uniques (c'est-à-dire non saisonniers) de tous les sites des sites intertidaux rocheux côtiers, Pyropia et Harley, Gehman et Martone. 

Niveau 2 : Au moins une fois par an, recueillir des orthomosaïques à résolution fine pour classer les bernacles, les moules, le phyllospadix, le fucus et les autres types de couverture primaire. 

Nous avons effectué la cartographie de niveau 1 et de niveau 2 sur les sites intertidaux rocheux Hakai suivants ainsi que la cartographie de niveau 1 et de niveau 2 sur les trois sites saisonniers, nous avons cartographié les sites demandés par Alyssa Gehman/Chris Harley, Patrick Martone, et les sites saisonniers Pyropia.
DOI: 10.6084/m9.figshare.25421218
title: Dados do artigo sobre violência política de gênero

description: Dados do artigo sobre violência política de gênero
DOI: 10.6084/m9.figshare.25421218.v1
title: Dados do artigo sobre violência política de gênero

description: Dados do artigo sobre violência política de gênero
DOI: 10.6084/m9.figshare.24805467
title: Data 1.csv

description: Signal intensity curves of different agents applied to pig skin at 1.2 mm depth; (a) and (b)： D-fructose and sucrose mixed with DMSO of different concentrations, respectively
DOI: 10.6084/m9.figshare.24805470
title: Data 2.csv

description: OCT normalized signal intensity, (a)-(d): 0.3 mm, 0.6 mm, 0.9 mm and 1.2 mm, respectively
DOI: 10.6084/m9.figshare.24805470.v1
title: Data 2.csv

description: OCT normalized signal intensity, (a)-(d): 0.3 mm, 0.6 mm, 0.9 mm and 1.2 mm, respectively
DOI: 10.6084/m9.figshare.24805473
title: Data 3.csv

description: Scattering coefficients of pig skin applied by different agents at different depths; (a) and (b): Treated by a mixture of D-fructose and DMSO of different concentrations at 0.3 mm and 1.2 mm depths, respectively; (c) and (d): Treated by a mixture of sucrose and DMSO with different concentrations at 0.3 mm and 1.2 mm depths, respectively
DOI: 10.6084/m9.figshare.24805476
title: Data 4.csv

description: Scattering coefficient of Group I and Group II applying to pig skin at different depths; (a)(b) indicate 0.9 mm and 1.2 mm, respectively.
DOI: 10.6084/m9.figshare.24805482
title: Data 5.csv

description: Optical imaging depth of pig kins in Group I and Group II.
DOI: 10.6084/m9.figshare.24805482.v1
title: Data 5.csv

description: Optical imaging depth of pig kins in Group I and Group II.
DOI: 10.6084/m9.figshare.24805485.v1
title: Data 6.csv

description: OCT signal slopes in the region of 0.8-1.2mm (a) Group I and (b) Group II.
DOI: 10.6084/m9.figshare.24805473.v1
title: Data 3.csv

description: Scattering coefficients of pig skin applied by different agents at different depths; (a) and (b): Treated by a mixture of D-fructose and DMSO of different concentrations at 0.3 mm and 1.2 mm depths, respectively; (c) and (d): Treated by a mixture of sucrose and DMSO with different concentrations at 0.3 mm and 1.2 mm depths, respectively
DOI: 10.6084/m9.figshare.24805476.v1
title: Data 4.csv

description: Scattering coefficient of Group I and Group II applying to pig skin at different depths; (a)(b) indicate 0.9 mm and 1.2 mm, respectively.
DOI: 10.6084/m9.figshare.24805485
title: Data 6.csv

description: OCT signal slopes in the region of 0.8-1.2mm (a) Group I and (b) Group II.
DOI: 10.5281/zenodo.10823179
title: Optical constants, cross-sections, and supporting Python scripts for Fe L shell XAFS compounds in Corrales et al (2024), accepted to AAS Journals

description: This Zenodo repository contains the data products and calculations of Corrales et al. (2024), https://arxiv.org/abs/2402.06726 (accepted to AAS Journals)

 

A WORD OF CAUTION

The cross-sections presented here have not been shifted in absolute energy scale. One of the key results from Corrales et al. (2024) is that the energy scale calibration for these compounds needs to be revisited. Please proceed with caution when using this information.

 

Optical Constants

kkcalc_products/ - This folder contains optical constants for the various compounds

kkcalc_products/*_input.dat files contain the absorption as measured in Lee et al. (2009) https://ui.adsabs.harvard.edu/abs/2009ApJ...702..970L/abstract). These values are supplied as input to kkcalc (https://ui.adsabs.harvard.edu/abs/2014OExpr..2223628W/abstract, available at https://github.com/benajamin/kkcalc), along with the stoichiometric formula and material density for the compound of interest.

kkcalc_products/*_refrac.dat files contain the kkcalc output, i.e., the real and imaginary parts of the complex index of refraction (m). The "Delta" column equals Re(1-m) and the "Beta" column equals Im(m).

 

Python Scripts

extinction_xsects.py - Calculates the extinction cross-section for an MRN distribution of dust

These Python files from github.com/eblur/gastronomy are used by extinction_xsects.py in order to properly scale the mass column density to Fe abundance:



abundances.py

molecules.py

minerals.py


 

Extinction Cross-sections

extinction_xsects/ - This folder contains the results of extinction_xsects.py

extinction_xsects/*_FeL.pdf - A plot of the high resolution Fe L shell features

extinction_xsects/*_broad.pdf - A plot of the broad band (0.3 - 10 keV), lower resolution cross-sections with 50 eV spacing. These cross-sections include extrapolations for the K and L shell features for other elements in the compounds based on Henke tables (see Watts et al. 2014)

extinction_xsects/*_final.pdf - A plot of the consolidated (low resolution broad band and high resolution Fe L shell) extinction cross-sections

extinction_xsects/*_xsect.fits - The final cross-section information for each compound, stored as fits file table. The table columns are energy, absorption optical depth, scattering optical depth, and extinction optical depth. All optical depths are scaled to have a total dust mass column of 1e-4 g cm^-2.
DOI: 10.5281/zenodo.10823180
title: Optical constants, cross-sections, and supporting Python scripts for Fe L shell XAFS compounds in Corrales et al (2024), accepted to AAS Journals

description: This Zenodo repository contains the data products and calculations of Corrales et al. (2024), https://arxiv.org/abs/2402.06726 (accepted to AAS Journals)

 

A WORD OF CAUTION

The cross-sections presented here have not been shifted in absolute energy scale. One of the key results from Corrales et al. (2024) is that the energy scale calibration for these compounds needs to be revisited. Please proceed with caution when using this information.

 

Optical Constants

kkcalc_products/ - This folder contains optical constants for the various compounds

kkcalc_products/*_input.dat files contain the absorption as measured in Lee et al. (2009) https://ui.adsabs.harvard.edu/abs/2009ApJ...702..970L/abstract). These values are supplied as input to kkcalc (https://ui.adsabs.harvard.edu/abs/2014OExpr..2223628W/abstract, available at https://github.com/benajamin/kkcalc), along with the stoichiometric formula and material density for the compound of interest.

kkcalc_products/*_refrac.dat files contain the kkcalc output, i.e., the real and imaginary parts of the complex index of refraction (m). The "Delta" column equals Re(1-m) and the "Beta" column equals Im(m).

 

Python Scripts

extinction_xsects.py - Calculates the extinction cross-section for an MRN distribution of dust

These Python files from github.com/eblur/gastronomy are used by extinction_xsects.py in order to properly scale the mass column density to Fe abundance:



abundances.py

molecules.py

minerals.py


 

Extinction Cross-sections

extinction_xsects/ - This folder contains the results of extinction_xsects.py

extinction_xsects/*_FeL.pdf - A plot of the high resolution Fe L shell features

extinction_xsects/*_broad.pdf - A plot of the broad band (0.3 - 10 keV), lower resolution cross-sections with 50 eV spacing. These cross-sections include extrapolations for the K and L shell features for other elements in the compounds based on Henke tables (see Watts et al. 2014)

extinction_xsects/*_final.pdf - A plot of the consolidated (low resolution broad band and high resolution Fe L shell) extinction cross-sections

extinction_xsects/*_xsect.fits - The final cross-section information for each compound, stored as fits file table. The table columns are energy, absorption optical depth, scattering optical depth, and extinction optical depth. All optical depths are scaled to have a total dust mass column of 1e-4 g cm^-2.
DOI: 10.13020/s2rv-1918
title: Supporting data for Crosslinked polyolefins through tandem ROMP/hydrogenation

description: These files contain primary data along with associated output from instrumentation supporting all results reported in Sample et al. "Crosslinked Polyolefins Through Tandem ROMP/Hydrogenation". Crosslinked polyolefins have important advantages over their thermoplastic analogues, particularly improved impact strength and abrasion resistance, as well as increased chemical and thermal stability; however, most strategies for their production involve post-polymerization crosslinking of polyolefin chains. Here, a tandem ring-opening metathesis polymerization (ROMP)/hydrogenation approach is presented. Cyclooctene (COE)-co-dicyclopentadiene (DCPD) networks are first synthesized using ROMP, after which the dispersed Ru metathesis catalyst is activated for hydrogenation through addition of hydrogen gas. The reaction temperature for hydrogenation must be sufficiently high to allow mobility within the system, as dictated by thermal transitions (i.e., glass and melting transitions) of the polymeric matrix. COE-rich materials exhibit branched-polyethylene-like crystallinity (25% crystallinity) and melting points (Tm = 107 °C), as well as excellent ductility (>750 % extension), while majority DCPD materials are glassy (Tg = 84 °C) and much stiffer (E = 710 MPa); all materials exhibit high tensile toughness. Importantly, hydrogenation of olefins in these crosslinked materials leads to notable improvements in oxidative stability, as saturated networks do not experience the same substantial degradation of mechanical performance as their unsaturated counterparts upon prolonged exposure to air at high temperature.
DOI: 10.34740/kaggle/dsv/7599920
title: Radiotherapy - Portal Images (pelvis)
DOI: 10.34740/kaggle/dsv/7855077
title: Public Opinion Russia Ukraine War (Updated Daily)
DOI: 10.34681/543q-kc64
title: Florida Study of Professionals for Safe Families (FSPSF): Waves 1-8

description: The Florida Study of Professionals for Safe Families (FSPSF) is a longitudinal study of Florida’s child welfare workforce. The primary focus of the study examines turnover and retention decisions among frontline workers. FSPSF project staff recruited all Child Protective Investigators and Dependency Case Managers in pre-service training between Sept. 1, 2015 and December 31, 2016 and 84% of eligible participants provided consent and baseline information (N = 1,500). Participants were followed even if they left their child welfare positions during the study timeframe. Workers were surveyed every six months for approximately 3.5 years focusing on individual, occupational, and organizational influences on child welfare employee retention. 
This statewide study examined worker personal characteristics (e.g., educational background, family history, self-esteem, etc.) worker experiences and responses (e.g., stress and burnout, work/family balance, social support, and coping, etc.), and organizational influences (e.g., organizational climate, supervisory practices, and caseload responsibilities etc.). Respondents were surveyed every 6-7 months with a core instrument and three in-depth substantive modules that were rotated during the data collection period. Modules included a focus on 
(1) supervision and organizational functioning (assessed at waves 2, 5, and 8); 
(2) work/family life balance (assessed at waves 3, 6 and 8); and 
(3) mental health (assessed at waves 4 and 7). 
Overall, 100% of child welfare administrative units across the state of Florida agreed to be part of the study. Individual response rates for each wave were also very high. Across all waves of data collection, response rates averaged 81% and ranged from 77% to 87%, and 62% (n = 929) of participants responded at every wave of data collection.
DOI: 10.5281/zenodo.10823169
title: ¿Qué opinan los jóvenes sobre la violencia en la pareja adolescente? Un estudio cuantitativo desde un enfoque intercultural

description: Base de datos sobre el estudio de ¿Qué opinan los jóvenes sobre la violencia en la pareja adolescente? Un estudio cuantitativo desde un enfoque intercultural, aplicando el módulo I del Sondeo nº4 del INJUV.
DOI: 10.5281/zenodo.10823215
title: ¿Qué opinan los jóvenes sobre la violencia en la pareja adolescente? Un estudio cuantitativo desde un enfoque intercultural

description: Base de datos sobre el estudio: ¿Qué opinan los jóvenes sobre la violencia en la pareja adolescente? Un estudio cuantitativo desde un enfoque intercultural, aplicando el módulo I del Sondeo nº4 del INJUV. 

La Violencia en Pareja Adolescente (VPA) se está convirtiendo en un tópico de interés creciente dentro de la investigación socioeducativa en España. De las diferentes aproximaciones con las que se cuenta, la perspectiva transcultural es la que presenta un menor desarrollo en nuestro contexto, no así en otros contextos como el anglosajón. El objetivo de esta investigación es conocer las actitudes y percepciones de una muestra de los jóvenes de la provincia de Cuenca en relación con la VPA desde una perspectiva transcultural y valorar las implicaciones desde la pedagogía social. La muestra está formada por 394 adolescentes de cuatro institutos de educación secundaria, con una edad media de 15,73 (DT=1,163), siendo el 53,80% (n=212) chicas y el 46,20% (n=182) chicos. Mediante un método de encuesta se ha aplicado el módulo I del Sondeo nº4 del INJUV. Los resultados informan que los celos y el control son actitudes preponderantes en relación con la VPA. Se evidencia la existencia de actitudes sexistas en los varones adolescentes creyentes, en los de menor edad y latinoamericanos. También se observa un nivel de aceptación más elevado en la actitud de coerción sexual en varones adolescentes y un nivel de aceptación de la VPA emocional, verbal y psicológica mayor en ellos también y en adolescentes latinoamericanos. Destaca la creencia errónea de que el control y los celos son manifestaciones de amor, especialmente entre adolescentes más jóvenes. Estos hallazgos arrojan luz sobre la complejidad de la VPA en la provincia de Cuenca y tienen implicaciones socioeducativas significativas. La comprensión de estas actitudes es esencial para diseñar intervenciones educativas que promuevan relaciones saludables y prevengan la naturalización de relaciones violentas en las parejas adolescentes.

 

Palabras clave

Violencia en la pareja adolescente; pedagogía social; percepciones; transculturalidad; jóvenes.
DOI: 10.24432/c5xs4q
title: Sales Transactions Weekly
DOI: 10.5066/p13tkdyg
title: Rare earth element concentrations for oil shales and isolated kerogens from around the world

description: This Data Release contains lanthanide (i.e., rare earth element, REE), yttrium (Y), and scandium (Sc) concentrations for oil shales and kerogens isolated from those presented in the associated journal article "Role of Organic Matter and Thermal Maturation in Rare Earth Element Partitioning in the Middle Devonian Sequence of the Appalachian Basin". This dataset provides REE content for a diverse range of organic-rich mudstones from around the world with samples from the Cambrian through Eocene Periods.
DOI: 10.25345/c5rv0db69
title: MassIVE MSV000094330 - CA_Tripep_SXX_Paractice_2_Bile
title: MS/MS fragmentation data of cholic acid with Tripeptide acquired on Q Exactive - with chromatographic separation on a Phenomenex polar C18 column.
DOI: 10.5281/zenodo.10823168
title: ¿Qué opinan los jóvenes sobre la violencia en la pareja adolescente? Un estudio cuantitativo desde un enfoque intercultural

description: Base de datos sobre el estudio: ¿Qué opinan los jóvenes sobre la violencia en la pareja adolescente? Un estudio cuantitativo desde un enfoque intercultural, aplicando el módulo I del Sondeo nº4 del INJUV. 

La Violencia en Pareja Adolescente (VPA) se está convirtiendo en un tópico de interés creciente dentro de la investigación socioeducativa en España. De las diferentes aproximaciones con las que se cuenta, la perspectiva transcultural es la que presenta un menor desarrollo en nuestro contexto, no así en otros contextos como el anglosajón. El objetivo de esta investigación es conocer las actitudes y percepciones de una muestra de los jóvenes de la provincia de Cuenca en relación con la VPA desde una perspectiva transcultural y valorar las implicaciones desde la pedagogía social. La muestra está formada por 394 adolescentes de cuatro institutos de educación secundaria, con una edad media de 15,73 (DT=1,163), siendo el 53,80% (n=212) chicas y el 46,20% (n=182) chicos. Mediante un método de encuesta se ha aplicado el módulo I del Sondeo nº4 del INJUV. Los resultados informan que los celos y el control son actitudes preponderantes en relación con la VPA. Se evidencia la existencia de actitudes sexistas en los varones adolescentes creyentes, en los de menor edad y latinoamericanos. También se observa un nivel de aceptación más elevado en la actitud de coerción sexual en varones adolescentes y un nivel de aceptación de la VPA emocional, verbal y psicológica mayor en ellos también y en adolescentes latinoamericanos. Destaca la creencia errónea de que el control y los celos son manifestaciones de amor, especialmente entre adolescentes más jóvenes. Estos hallazgos arrojan luz sobre la complejidad de la VPA en la provincia de Cuenca y tienen implicaciones socioeducativas significativas. La comprensión de estas actitudes es esencial para diseñar intervenciones educativas que promuevan relaciones saludables y prevengan la naturalización de relaciones violentas en las parejas adolescentes.

 

Palabras clave

Violencia en la pareja adolescente; pedagogía social; percepciones; transculturalidad; jóvenes.
DOI: 10.6084/m9.figshare.3761562.v2883
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.5281/zenodo.10822840
title: Interior Delta Effects Telemetry Data

description: This is the telemetry data for an acoustic tagging study that investigated the effect of water management actions on fish survival in the Interior Sacramento Delta, California, USA.
DOI: 10.5281/zenodo.10822841
title: Interior Delta Effects Telemetry Data

description: This is the telemetry data for an acoustic tagging study that investigated the effect of water management actions on fish survival in the Interior Sacramento Delta, California, USA.
DOI: 10.24432/c5xg6c
title: Australian Sign Language Signs
DOI: 10.6084/m9.figshare.25421347
title: diabetes.csv

description: This dataset is originally from the National Institute of Diabetes and Digestive and Kidney<br>Diseases. The objective of the dataset is to diagnostically predict whether a patient has diabetes,<br>based on certain diagnostic measurements included in the dataset. Several constraints were placed<br>on the selection of these instances from a larger database. In particular, all patients here are females<br>at least 21 years old of Pima Indian heritage.2<br>From the data set in the (.csv) File We can find several variables, some of them are independent<br>(several medical predictor variables) and only one target dependent variable (Outcome).
DOI: 10.5281/zenodo.10806393
title: Supplementary Files Djennyfer
DOI: 10.5281/zenodo.10806394
title: Supplementary Files Djennyfer
DOI: 10.5281/zenodo.10430946
title: Achieving sub-0.5-Angstrom resolution ptychography in an uncorrected electron microscope

description: Abstract: Sub-angstrom resolution has long been limited to aberration-corrected electron microscopy, where it is a powerful tool for understanding the atomic structure and properties of matter.  Here, we demonstrate electron ptychography in an uncorrected scanning transmission electron microscope (STEM) with deep sub-angstrom spatial resolution down to 0.44 Ångstrom, exceeding the conventional resolution of aberration-corrected tools and rivaling their highest ptychographic resolutions. Our approach, which we demonstrate on twisted 2D materials in a widely-available commercial microscope, far surpasses prior ptychographic resolutions (1 to 5 Ångstroms) of uncorrected STEMs.  We further show how geometric aberrations can create optimized, structured beams for dose-efficient electron ptychography. Our results demonstrate that expensive aberration correctors are no longer required for deep sub-angstrom resolution.