cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/sdwbf4xrwz.2
title: Diversified Character Dataset for Creative Applications (DCDCA)

description: Generative Adversarial Networks (GANs) have been widely adapted into several domains. The Implementations of such models demand a large dataset for training, testing, and validation of generated outcomes. Character designers are continuously challenged with creating new concepts for games, videos, and animations; but other than being novel, innovating a new concept of a character must also fit a specific narrative or context. Therefore, despite the gallant strides of success in a wide range of GANs implementations, creating a realistic result of life-like visual scenes and characters does not work well for this creative domain. 
This dataset is proposed as a cognitive substance that interacts with designers’ competencies in a versatile manner to influence the creative processes of conceptualizing novel characters. Instead of starting from an empty page, designers are given a silhouette of a character manipulated according to the perceptual proposition of designers who interrogate the form as it morphs into a new concept. Designers are also given the option to have a colored/textured version of the silhouette as a possible insight into possible outcomes.
The labeled dataset contains three main classes (Men, Women, and Monster) with a total of 22000 characters organized as follows:

-	10000 - 512 x 515 Black and white silhouettes of characters collected and processed from different
         multimedia projects including but not limited to videos, games, and animations.
-	6000 – 512 x 512 Black and white silhouettes of characters generated using GANs.
-	6000 – 512 x 512 Colored and textured generated Characters using GANs.

The three folders are compressed into one zipped file named with the title of the dataset.  

There is another folder containing approximately 800k Black and white silhouettes that were generated using five different GANs models
at different resolutions proposed to assist in calculating Fréchet Inception Distance (FID). The file size of this group is large upon extraction,
which is why there were placed in a different directory to download when necessary.
DOI: 10.17632/sdwbf4xrwz.3
title: Diversified Character Dataset for Creative Applications (DCDCA)

description: Generative Adversarial Networks (GANs) have been widely adapted into several domains. The Implementations of such models demand a large dataset for training, testing, and validation of generated outcomes. Character designers are continuously challenged with creating new concepts for games, videos, and animations; but other than being novel, innovating a new concept of a character must also fit a specific narrative or context. Therefore, despite the gallant strides of success in a wide range of GANs implementations, creating a realistic result of life-like visual scenes and characters does not work well for this creative domain. 
This dataset is proposed as a cognitive substance that interacts with designers’ competencies in a versatile manner to influence the creative processes of conceptualizing novel characters. Instead of starting from an empty page, designers are given a silhouette of a character manipulated according to the perceptual proposition of designers who interrogate the form as it morphs into a new concept. Designers are also given the option to have a colored/textured version of the silhouette as a possible insight into possible outcomes.
The labeled dataset contains three main classes (Men, Women, and Monster) with a total of 22000 characters organized as follows:

-	10000 - 512 x 515 Black and white silhouettes of characters collected and processed from different
         multimedia projects including but not limited to videos, games, and animations.
-	6000 – 512 x 512 Black and white silhouettes of characters generated using GANs.
-	6000 – 512 x 512 Colored and textured generated Characters using GANs.

The three folders are compressed into one zipped file named with the title of the dataset.  

There is another folder containing approximately 800k Black and white silhouettes that were generated using five different GANs models
at different resolutions proposed to assist in calculating Fréchet Inception Distance (FID). The file size of this group is large upon extraction,
which is why there were placed in a different directory to download when necessary.
DOI: 10.6084/m9.figshare.13476942.v1
title: Data and code for The dominance–diversity dilemma in animal conservation biology

description: Code and dataset to reproduce our results
DOI: 10.6084/m9.figshare.13476942
title: Data and code for The dominance–diversity dilemma in animal conservation biology

description: Code and dataset to reproduce our results
DOI: 10.17632/3f6cg2yn6b.1
title: Chances questionnaire in Chile 2022

description: We consulted several groups of people to know their opinion on the connection between teaching Catholic religion and the development of knowledge, attitudes, and ecological behaviour in students. We asked university teachers at faculties of education in different universities, post-graduate students in pedagogy at the Universidad de los Andes in Santiago de Chile taking a course to become religion teachers, and religion teachers at secondary schools in different cities and social contexts to give their opinion.
DOI: 10.17632/vnwf87dxyn.1
title: Compression Data for Cellular Materials (Nylon-12 and AlSi10Mg)

description: This dataset is raw excel data from quasi-static compression tests conducted on 33 different specimens made of 2 different materials each (total 66 files). The specimens in question are additively manufactured cellular materials of six different designs. The file "Specimen_names" provides a list of all these specimens. The two materials are AlSi10Mg (using Laser Powder Bed Fusion), and Nylon-12 (using Selective Laser Sintering).
DOI: 10.6084/m9.figshare.12937241
title: Data for "How the relationship between vegetation cover and land- cover variance constrains biodiversity in a human dominated world"

description: NDVI measurements used for Fig. 2
DOI: 10.6084/m9.figshare.12937241.v2
title: Data for "How the relationship between vegetation cover and land- cover variance constrains biodiversity in a human dominated world"

description: NDVI measurements used for Fig. 2
DOI: 10.6084/m9.figshare.12937241.v1
title: Data for "Constraints on anthropogenic landscape change and implications for biodiversity conservation"

description: NDVI measurements used for Fig. 2
DOI: 10.6084/m9.figshare.21818520
title: Laboratory experiments shearing granular assemblies show similar dilation behavior to fast and slow earthquakes

description: The data are from a suite of friction experiments performed on simulated fault gouges comprised of glass spheres, sheared in a ring-shear arrangement. We simultaneously recorded detailed mechanical data, acoustic emission and precise thickness variation of dense granular assemblies at an ultra-high sampling rate of 10 MHz. Experiments were performed at four effective normal stress of 900 kPa, 1100 kPa, 1300 kPa, and 1500 kPa. The shear velocity was set to 1.5 °/min.
DOI: 10.6084/m9.figshare.21818520.v3
title: Laboratory experiments shearing granular assemblies show similar dilation behavior to fast and slow earthquakes

description: The data are from a suite of friction experiments performed on simulated fault gouges comprised of glass spheres, sheared in a ring-shear arrangement. We simultaneously recorded detailed mechanical data, acoustic emission and precise thickness variation of dense granular assemblies at an ultra-high sampling rate of 10 MHz. Experiments were performed at four effective normal stress of 900 kPa, 1100 kPa, 1300 kPa, and 1500 kPa. The shear velocity was set to 1.5 °/min.
DOI: 10.6084/m9.figshare.21818520.v2
title: Laboratory experiments shearing masses of glass spheres show similar behavior to fast and slow earthquakes

description: The data are from a suite of friction experiments performed on simulated fault gouges comprised of glass spheres, sheared in a ring-shear arrangement. We simultaneously recorded detailed mechanical data, acoustic emission and precise thickness variation of dense granular assemblies at an ultra-high sampling rate of 10 MHz. Experiments were performed at four effective normal stress of 900 kPa, 1100 kPa, 1300 kPa, and 1500 kPa. The shear velocity was set to 1.5 °/min.
DOI: 10.5519/qd.srm48our
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (97 records)
DOI: 10.6084/m9.figshare.22349113
title: Sequencing Raw data

description: Raw sequencing data for Lipe mouse line.
DOI: 10.6084/m9.figshare.22349113.v1
title: Sequencing Raw data

description: Raw sequencing data for Lipe mouse line.
DOI: 10.17632/m58xk3dmgs.1
title: Infection leaves a genetic and functional mark on the gut population of a commensal bacterium 

description: Gastrointestinal infection changes microbiome composition and gene expression. In this study, we demonstrate that enteric infection also promotes rapid genetic adaptation in a gut commensal. Measurements of Bacteroides thetaiotaomicron population dynamics within gnotobiotic mice reveal that these populations are relatively stable in the absence of infection; introduction of the enteropathogen Citrobacter rodentium reproducibly promotes rapid selection for a single-nucleotide variant with increased fitness. This mutation promotes resistance to oxidative stress by altering the sequence of a protein, IctA, that is essential for fitness during infection. We identified commensals from multiple phyla that attenuate the selection of this variant during infection. These species increase the levels of vitamin B6 in the gut lumen; direct administration of this vitamin is sufficient to significantly reduce variant expansion in infected mice. Our work demonstrates that a self-limited enteric infection can leave a stable mark on resident commensal populations that increases fitness during infection. 
The deposited data consists of whole genome sequencing data of barcoded Bacteroides thetaiotaomicron strains isolated from mouse gut with or without Citrobacter rodentium infection and ancestral naive strains that have not been in mice.
DOI: 10.17632/m58xk3dmgs.2
title: Infection leaves a genetic and functional mark on the gut population of a commensal bacterium 

description: Gastrointestinal infection changes microbiome composition and gene expression. In this study, we demonstrate that enteric infection also promotes rapid genetic adaptation in a gut commensal. Measurements of Bacteroides thetaiotaomicron population dynamics within gnotobiotic mice reveal that these populations are relatively stable in the absence of infection; introduction of the enteropathogen Citrobacter rodentium reproducibly promotes rapid selection for a single-nucleotide variant with increased fitness. This mutation promotes resistance to oxidative stress by altering the sequence of a protein, IctA, that is essential for fitness during infection. We identified commensals from multiple phyla that attenuate the selection of this variant during infection. These species increase the levels of vitamin B6 in the gut lumen; direct administration of this vitamin is sufficient to significantly reduce variant expansion in infected mice. Our work demonstrates that a self-limited enteric infection can leave a stable mark on resident commensal populations that increases fitness during infection. 
The deposited data consists of whole genome sequencing data of barcoded Bacteroides thetaiotaomicron strains isolated from mouse gut with or without Citrobacter rodentium infection and ancestral naive strains that have not been in mice.
DOI: 10.17632/z2pf5hzsss.2
title: STEE and STW database of 40 andean residential buildings

description: The data contained in this database refers to Specific Total Embodied Energy (STEE) and Specific Total Weight (STW) calculations made for 40 buildings in the city of Cuenca-Ecuador, from 1980 to 2022.
DOI: 10.17632/z2pf5hzsss.1
title: STEE and STW database of 40 andean residential buildings

description: The data contained in this database refers to Specific Total Embodied Energy (STEE) and Specific Total Weight (STW) calculations made for 40 buildings in the city of Cuenca-Ecuador, from 1980 to 2022.
DOI: 10.17632/z2pf5hzsss.3
title: STEE and STW database of 40 andean residential buildings

description: The data contained in this database refers to Specific Total Embodied Energy (STEE) and Specific Total Weight (STW) calculations made for 40 buildings in the city of Cuenca-Ecuador, from 1980 to 2022.
DOI: 10.17632/fbt8fprxb9.1
title: Mixed Neuro Graph Approach with Gradient Boosting to Hybrid Job-Shop Scheduling 

description: Python Code
DOI: 10.17632/9msfwd5xvs.1
title: 2022 Annual Report of DataDerm – Mendeley Hyperlink

description: This document contains the Mendeley Hyperlink for the following manuscript: Marta VanBeek, MD, Robert A. Swerlick, MD, Toni Kaye, BS, MPH, Arik Aninos, BS, MSc, Alyssa Burns, MHA, Stephanie Bruno, MPH, Matthew Fitzgerald, MPH, DrPH, Caryn D. Etkin, PhD, Jeffrey Phillip Jacobs, MD.  2022 Annual Report of DataDerm™: The Database of The American Academy of Dermatology (AAD).
DOI: 10.17632/p4k6ff9rk9.1
title: E-governement in Morocco

description: This dataset aims to explore the factors that affect intention to use e-government in Morocco
DOI: 10.17632/p4k6ff9rk9.2
title: E-governement in Morocco

description: This dataset aims to explore the factors that affect intention to use e-government in Morocco
DOI: 10.17632/p4k6ff9rk9.3
title: E-governement in Morocco

description: This dataset aims to explore the factors that affect intention to use e-government in Morocco
DOI: 10.17632/rgz6z3p8rv.1
title: Status of Interprofessional Education among  programs directors of radiologic technology programs accredited by the Joint Review Committee on Education in Radiologic Technology (JRCERT)

description: The goals of this data set are to determine the attitudes, beliefs, and perceived importance of IPE curricular implementation among program directors of radiologic technology program accredited by JRCERT. Between-group assessment of program directors in programs that included IPE in the curriculum versus no IPE, diagnostic program versus therapeutic program, in academic center versus no academic center, hospital-based versus no hospital-based, and in public versus private institutions further describe IPE practices and perspectives. In late 2022, an online survey was distributed via email to 702 radiological science program directors of programs accredited by the Joint Review Committee on Education in Radiologic Technology directory. The quantitative results were evaluated by crosstabulations and descriptive statistics with thematic analysis for qualitative data.
DOI: 10.6084/m9.figshare.22227433
title: Genotyping and Sequencing primers and Sequencing Data

description: These are the primer sequences and sequencing data for Lipe manuscript
DOI: 10.6084/m9.figshare.22227433.v1
title: Genotyping and Sequencing primers and Sequencing Data

description: These are the primer sequences and sequencing data for Lipe manuscript
DOI: 10.3886/e181841v1
title: Companion Files for Uncovering MCH Disparities among MENA Women and Children in the US

description: This repository includes all companion files (syntax, data files, etc.) for the research study, Uncovering Maternal and Child Health Disparities among Middle Eastern and North African Women and Children in the United States, funded by Health Resources and Services Administration. <br><br><b>PROBLEM: </b>Little attention has been paid to maternal and child health (MCH) research in the Middle Eastern or North African (MENA) population because this group has been clustered under the non-Hispanic (NH) white category, and any differences in MCH among MENA individuals are invisible. This project will address existing and emerging research topics of national significance to the MENA community by using a novel data analytic approach. <br> <b><br>GOAL:</b> The goal of this project is to use national data to analyze and compare performance measures among MENA women and children and ultimately improve the health and well-being of this population. Performance measures were compared to NH white, NH black, Hispanic and Asian women and children. Six papers are being developed to fulfill these goals. <b> </b> <br><b><br>PROPOSED DATA SETS AND TARGET POPULATIONS: </b>This project will use data from 2000-2018 National Health Interview Survey (NHIS) and 2015-2019 five-year American Community Survey (ACS) publicly available files. Our comprehensive analysis of MENA MCH outcomes includes three samples: 1) women (ages &gt;=18 years); 2) currently pregnant women; and 3) children (ages 0-17 years). NHIS data will be analyzed for Papers 1-6. ACS will be analyzed for Paper 2 to describe children.
DOI: 10.6084/m9.figshare.22224652
title: LIPE WB.tif

description: Original western blot with Lipe antibody
DOI: 10.6084/m9.figshare.22224652.v1
title: LIPE WB.tif

description: Original western blot with Lipe antibody
DOI: 10.5517/ccdc.csd.cc2dlgt9
title: CCDC 2222291: Experimental Crystal Structure Determination

description: Related Article: Yaoguo Shen, Liang Ma, Guofa Dong, Hualiang Yu, Junhua Luo|2023|Inorg.Chem.Front.|10|2022|doi:10.1039/D2QI02535C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dmhr9
title: CCDC 2223281: Experimental Crystal Structure Determination

description: Related Article: Takuya Shiga, Haruka Miyamoto, Yukiko Okamoto, Hiroki Oshio, Nozomi Mihara, Masayuki Nihei|2023|Dalton Trans.|52|3947|doi:10.1039/D2DT03892G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dmhsb
title: CCDC 2223282: Experimental Crystal Structure Determination

description: Related Article: Takuya Shiga, Haruka Miyamoto, Yukiko Okamoto, Hiroki Oshio, Nozomi Mihara, Masayuki Nihei|2023|Dalton Trans.|52|3947|doi:10.1039/D2DT03892G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dmhtc
title: CCDC 2223283: Experimental Crystal Structure Determination

description: Related Article: Takuya Shiga, Haruka Miyamoto, Yukiko Okamoto, Hiroki Oshio, Nozomi Mihara, Masayuki Nihei|2023|Dalton Trans.|52|3947|doi:10.1039/D2DT03892G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dnpkb
title: CCDC 2224422: Experimental Crystal Structure Determination

description: Related Article: Siqi Dong, Shaofeng Xu, Yashi Zou, Zhaodi Li, Kai Xu, Daxu Fu, Delong Liu, Wanbin Zhang|2023|Org.Chem.Front.|10|1731|doi:10.1039/D3QO00055A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dp307
title: CCDC 2224808: Experimental Crystal Structure Determination

description: Related Article: Weiqi Huang, Xiaolong Wu, Belal Ahmed, Yanqiang Li, Yang Zhou, Han Wang, Yipeng Song, Xiaojun Kuang, Junhua Luo, Sangen Zhao|2023|Inorg.Chem.Front.|10|2039|doi:10.1039/D2QI02738K
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dpx89
title: CCDC 2225591: Experimental Crystal Structure Determination

description: Related Article: Trishna Rajbongshi, Kashyap Kumar Sarmah, Susobhan Das, Poonam Deka, Arijit Saha, Binoy K. Saha, Horst Puschmann, C. Malla Reddy, Ranjit Thakuria|2023|Chem.Commun.|59|3902|doi:10.1039/D2CC06860E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5519/qd.q4c5a6zr
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1374970 records)
DOI: 10.6084/m9.figshare.22332553.v1
title: Biofortified blackberry powder results

description: Physicochemical characteristics of biofortified blacberry powder results
DOI: 10.5281/zenodo.7779013
title: The INDOLOGY Archive to May 1, 2022

description: Archives to the end of April 2022 of the listserv forum INDOLOGY. See also, http://indology.info and https://wujastyk.github.io/INDOLOGY-forum-archives/ .
DOI: 10.5281/zenodo.7779012
title: The INDOLOGY Archive to May 1, 2022

description: Archives to the end of April 2022 of the listserv forum INDOLOGY. See also, http://indology.info and https://wujastyk.github.io/INDOLOGY-forum-archives/ .
DOI: 10.6084/m9.figshare.22321447
title: L5_L18_normalliver

description: Supplementary Data of Spatial transcriptome profiling of normal human liver
DOI: 10.35078/bzn5cr
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Varginha | Município: Brumadinho

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)
DOI: 10.5519/qd.5ca0yk1s
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (46 records)
DOI: 10.25345/c5n87388h
title: MassIVE MSV000091577 - Plasma Proteomics of Cardiomyopathy Patients
title: Peptide-centric analysis of plasma from ischemic and non-ischemic cardiomyopathy patients before and after decompensation of heart failure