cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5554565
title: Dataset relating the Social activity of Open Research Data on ResearchGate

description: The potential of Open Research Data (ORD) within the context of open science and digital scholarship can be frustrated if data remains unused. Although current research has investigated the way ORD is being published,  researchers’ behaviour of ORD publishing and sharing on academic social networks (ASN) remains insufficiently explored. The research to which this dataset is connected aims to illustrate some parameters of social activity around self-archived ORDs on ResearchGate. The study analyses whether the ORDs publication leads to social activity (reads and citations) around the ORDs and their linked published articles, including eventual associations between the social activity and the researchers’ profile (scientific domain, gender, region, professional position, reputation) as well as the quality of the ORD published.


The current dataset is composed by:


A- The .csv file, extracted as a random sample of 752 ORD items from ResearchGate. The dataset has been polished and anonymized. The variables relating the researchers' profiles and citations to the ORD lined research were got from the researchers' profiles and published research. However, for the purpose of anonymisation, these variables have been coded and the original information removed.


B- The codebook explaining the variables and metrics contained in the file (A)


C- The R script. This script contains a number of explorations not reported in the final paper. The quantitative techniques applied include descriptive statistics, logistic regression and K-means cluster analysis.


D- Five tables, three figures and two annexes (Logistic Regression I and II) created over the basis of the dataset (A)


The results have been interpreted in terms of three main aspects.



	
Firstly, there is still an underdeveloped social activity around self-archived ORD in ResearchGate (operationalized as reads and citations) overall and in spite of the published ORDs quality.
	
Secondly, it was found an uncovering of the relevance of the moderating effects over ORD, which spots traditional dynamics within the “innovative” practice of engaging with data practices.
	
Thirdly, a rather similar situation of ResearchGate as ASN with regard to other data platforms and repositories in terms of social activity around ORD was detected.



The potential of Open Research Data (ORD) within the context of open science and digital scholarship can be frustrated if data remains unused.
DOI: 10.21227/n8eb-b229
title: video super-resolution quality assessment database (VSR-QAD)_2

description: Video super-resolution (SR) has important real world applications such as enhancing viewing experiences of legacy low-resolution videos on high resolution display devices. However, there are no visual quality assessment (VQA) models specifically designed for evaluating SR videos while such models are crucially important both for advancing video SR algorithms and for viewing quality assurance. Therefore, we establish a super-resolution video quality assessment database （VSR-QAD） for implementing super-resolution video quality assessment. Our VSR-QAD consists of 120 high quality high resolution reference videos. These videos were first spatially down-scaled by a factor of x2, x4, and x8, and then super-resolved back to their original resolutions by 10 representative SR algorithms to obtain 2,400 SR videos. Psychovisual experiments were carried out to acquire subjective quality labels for these SR videos. 190 subjects spending a total of approximately 400 hours to carry out both absolute rating and relative rating experiments. After aligning these relative and absolute scores and removing outliers, 2,260 SR videos are labeled with mean opinion scores (MOSs).
DOI: 10.34740/kaggle/ds/4500725
title: D2IM Prototype Dataset - Porcine Vertebra Slices
DOI: 10.5517/ccdc.csd.cc2gkgtb
title: CCDC 2280912: Experimental Crystal Structure Determination

description: Related Article: Masahito Abe, Jeremy S. Coleman, Christopher C. Presley, Nathan D. Schley, Craig W. Lindsley|2024|J.Org.Chem.|89|3500|doi:10.1021/acs.joc.3c02952
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.cc2gkgvc
title: CCDC 2280913: Experimental Crystal Structure Determination

description: Related Article: Masahito Abe, Jeremy S. Coleman, Christopher C. Presley, Nathan D. Schley, Craig W. Lindsley|2024|J.Org.Chem.|89|3500|doi:10.1021/acs.joc.3c02952
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.cc2gkgwd
title: CCDC 2280914: Experimental Crystal Structure Determination

description: Related Article: Masahito Abe, Jeremy S. Coleman, Christopher C. Presley, Nathan D. Schley, Craig W. Lindsley|2024|J.Org.Chem.|89|3500|doi:10.1021/acs.joc.3c02952
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: 10.57745/qg9l4s
title: PGD.pdf

description: :unav
DOI: 10.5281/zenodo.10808205
title: ARTEFACT
DOI: 10.5281/zenodo.10808206
title: ARTEFACT
DOI: 10.5281/zenodo.10808393
title: RANDOM
DOI: 10.5281/zenodo.10808394
title: RANDOM
DOI: 10.5281/zenodo.3354609
title: PACE2019: Track 1 - Vertex Cover Instances

description: Instances for the PACE Challenge 2019 on the Track 1a: Vertex Cover. The odd instances (001.hgr, 003.hgr, ...) were made public for all participants during the testing phase of the solvers, whereas the private instances (002.hgr, 004.hgr, ...) were used for the final evaluation and disclosed after the submission. For details we refer to: https://pacechallenge.org/2019/vc Instances originate from various publicly available graph sets and reductions from other combinatorial hard problems. Details will be made public in the PACE 2019 report.
DOI: 10.5281/zenodo.3354607
title: PACE2019: Track 2a+b - Hypertree Decomposition Instances

description: Instances for the PACE Challenge 2019 on the following tracks: 2a. Hypertree Width Exact and 2b. Hypertree Width Heuristic. The odd instances (001.hgr, 003.hgr, ...) were made public for all participants during the testing phase of the solvers, whereas the private instances (002.hgr, 004.hgr, ...) were used for the final evaluation and disclosed after the submission. For details we refer to: https://pacechallenge.org/2019/htd Instances originate from the hyperbench set, which is a collection of hypergraphs from various application areas. For details we refer to: http://hyperbench.dbai.tuwien.ac.at or http://doi.org/10.5281/zenodo.1289382 .
DOI: 10.17632/yf9vpkgwdr.1
title: Implementation of a Metaheuristic for the Steiner Tree Problem in Graphs

description: This is our contribution to Track 3 of the Parameterized Algorithms and Computational Experiments Challenge PACE 2018. A more detailed description is attached as a PDF.
DOI: 10.13012/b2idb-8402610_v1
title: Datasets from the study: Optimal completion of incomplete gene trees in polynomial time using OCTAL

description: Datasets used in the study, "Optimal completion of incomplete gene trees in polynomial time using OCTAL," presented at WABI 2017.
DOI: 10.5281/zenodo.5542156
title: Analyzed Benchmarks on Experiments for a Complications for Computational Experiments from Modern Processors

description: For details see: Johannes K. Fichte, Markus Hecher, Ciaran McCreesh, Anas Shahab: Complications for Computational Experiments from Modern Processors, Proceedings of the 27th International Conference on Principles and Practice of Constraint Programming (CP'2021). For the benchmark set, we refer to https://www.cs.uni-potsdam.de/wv/projects/sets/set-industrial-09-12.tar.xz or https://www.cs.uni-potsdam.de/wv/projects/sets. The instances are also available on Zenodo at: https://doi.org/10.5281/zenodo.3989071 The tested solver is available at: https://github.com/arminbiere/cadical
DOI: 10.6084/m9.figshare.23899299.v2
title: Data and code for "<b>An evolutionary timescale for Bacteria calibrated using the Great Oxidation Event</b>"

description: Data and code for "<b>An evolutionary timescale for Bacteria calibrated using the Great Oxidation Event</b>"
DOI: 10.5441/002/edbt.2016.28
title: Semi-automatic support for evolving functional dependencies
DOI: 10.5441/002/edbt.2019.23
title: DynFD: Functional Dependency Discovery in Dynamic Datasets
DOI: 10.5281/zenodo.10808389
title: Supplementary data to "Infraspecific variation in Silene seed tubercles"

description: Supplementary data to the article "Infraspecific variation in Silene seed tubercles"
DOI: 10.5281/zenodo.10808390
title: Supplementary data to "Infraspecific variation in Silene seed tubercles"

description: Supplementary data to the article "Infraspecific variation in Silene seed tubercles"
DOI: 10.5281/zenodo.10808384
title: Data of "Sustainable and imperceptible augmentation of living structures with organic bioelectronic fibres"

description: Functional and sensory augmentation of living structures, such as the human skin and plant epidermis, offers vast opportunities for biology-machine interface, wearable health, and environmental monitoring. However, current sensor and electronic formats could be obstructive to their hosts’ inherent sensations or physiological changes. Challenges are also faced in widening the augmentation of living structures without drastically increasing the global environmental and ecological burdens. Here, we demonstrate imperceptibly augmented living systems, through in situ tethering of poly (3,4-ethylenedioxythiophene) : polystyrene sulfonate (PEDOT:PSS)-based organic bioelectronic fibres. Customising fibre tether patterns and modalities enable applications from biopotential acquisition and skin-gated organic electrochemical transistors, to augmented touch and plant interfaces. The open networks formed by the intrinsically substrate-free fibres provide a biomorphic interface, while supporting direct rigid-to-flexible coupling with microelectronics and e-textiles. We further demonstrate conceptual fibre formats for on-demand device repair, upgrade, and recycle, or for enhancing electromechanical stability against touch. Our work may unfold bioelectronic interfaces that are simultaneously biologically-adaptable, sustainable, and created with unprecedented freedom.
DOI: 10.5281/zenodo.10808385
title: Data of "Sustainable and imperceptible augmentation of living structures with organic bioelectronic fibres"

description: Functional and sensory augmentation of living structures, such as the human skin and plant epidermis, offers vast opportunities for biology-machine interface, wearable health, and environmental monitoring. However, current sensor and electronic formats could be obstructive to their hosts’ inherent sensations or physiological changes. Challenges are also faced in widening the augmentation of living structures without drastically increasing the global environmental and ecological burdens. Here, we demonstrate imperceptibly augmented living systems, through in situ tethering of poly (3,4-ethylenedioxythiophene) : polystyrene sulfonate (PEDOT:PSS)-based organic bioelectronic fibres. Customising fibre tether patterns and modalities enable applications from biopotential acquisition and skin-gated organic electrochemical transistors, to augmented touch and plant interfaces. The open networks formed by the intrinsically substrate-free fibres provide a biomorphic interface, while supporting direct rigid-to-flexible coupling with microelectronics and e-textiles. We further demonstrate conceptual fibre formats for on-demand device repair, upgrade, and recycle, or for enhancing electromechanical stability against touch. Our work may unfold bioelectronic interfaces that are simultaneously biologically-adaptable, sustainable, and created with unprecedented freedom.
DOI: 10.5281/zenodo.10792245
title: Deep learning reveals hotspots of global oceanic oxygen changes in the 21st century

description: This is a global ocean-scale dissolved oxygen dataset derived from a deep learning method using hydrometeorological and biogeocheical driver factors. The dataset provides yearly estimates of dissolved oxygen concentration during 2003 to 2020 throughout the whole water column, with a spatial resolution of  0.25° × 0.25°. The unprecedented high-resolution dataset provides information on dissolved oxygen spatial distribution and temporal trend, making it a significant contribution to understanding global warming and anthropogenic stressors.
DOI: 10.5281/zenodo.10792246
title: Deep learning reveals hotspots of global oceanic oxygen changes in the 21st century

description: This is a global ocean-scale dissolved oxygen dataset derived from a deep learning method using hydrometeorological and biogeocheical driver factors. The dataset provides yearly estimates of dissolved oxygen concentration during 2003 to 2020 throughout the whole water column, with a spatial resolution of  0.25° × 0.25°. The unprecedented high-resolution dataset provides information on dissolved oxygen spatial distribution and temporal trend, making it a significant contribution to understanding global warming and anthropogenic stressors.
DOI: 10.24378/exe.5047
title: Resource gaps pose the greatest threat for bumblebees during the colony establishment phase (dataset)

description: Abstract of associated paper: 1. A common management intervention to support declining wild pollinators is ‘pollinator planting’. However, despite years of inclusion in conservation initiatives, global pollinator declines continue. 2. Using the agent-based model BEE-STEWARD with two example species, Bombus terrestris and B. pascuorum, we explore when during the year bumblebee resource demand is highest, and how that relates to seasonal changes in colony composition (numbers of eggs, larvae, pupae, and adults). We then examine the impact of two-week periods of resource scarcity across the year. Finally, we explore how enhancement with early-spring-blooming herbaceous species or trees changes colony survival and queen production. 3. In the UK there is a previously under-appreciated ‘hungry gap’ for bumblebees in March-April, before the peak flight period, driven by the resource demands of larvae for protein and thermoregulation in the colony, rather than the number of adult bees. 4. A 2-week gap in forage availability during this period drives a 50-87% drop in queen the production of daughter queens for the following year. Adding early blooming species in the model had significant, positive, long-term effects on colony survival probability and daughter queen production. 5. Pollinator planting initiatives in both national and international conservation schemes need to include plants that flower up to one month before the adults of target social pollinator species are apparent in the field, during the period that larvae dominate the colony. This approach is likely to increase colony survival and queen production, contributing towards halting and reversing global pollinator decline.
description: This dataset (in a zipped folder) contains the modified version of the BEESTEWARD model used in the above paper. Definitions of the simulation experiments are given and all necessary input files are provided to re-run the simulations presented in the manuscript. Further details are given in the ReadMe file. The model is implemented in Netlogo (5.3.1) which can be downloaded here: https://ccl.northwestern.edu/netlogo/5.3.1/
description: The article associated which this research data supports is available in ORE at http://hdl.handle.net/10871/135532
DOI: 10.6084/m9.figshare.25388260.v6
title: 01.原始数据

description: 茄子转录组数据
DOI: 10.34740/kaggle/dsv/7823989
title: UNET Lung Segmentation Weights for Chest X Rays
DOI: 10.34740/kaggle/dsv/7823990
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.5281/zenodo.10808420
title: Tractography derived quantitative estimates of tissue microstructure depend on streamline length: A characterization and method of adjustment.

description: In respect of the brain imaging files upon which these analyses are based, three participants provided consent for their exemplar, pseudo-anonymised, data to be placed in the public domain. The example R code can be used to analyse these data.
DOI: 10.5281/zenodo.10808421
title: Tractography derived quantitative estimates of tissue microstructure depend on streamline length: A characterization and method of adjustment.

description: In respect of the brain imaging files upon which these analyses are based, three participants provided consent for their exemplar, pseudo-anonymised, data to be placed in the public domain. The example R code can be used to analyse these data.
DOI: 10.5281/zenodo.10808072
title: Dataset from 'Composite cores of monopoles and Alice rings in spin-2 Bose-Einstein condensates'

description: Dataset associated with the publication 'Composite cores of monopoles and Alice rings in spin-2 Bose-Einstein condensates ' in Physical Review Research. Source data for Figures 2-5 in the manuscript.
DOI: 10.34740/kaggle/dsv/7824076
title: ⏳ endoflife.date database (duckdb)
DOI: 10.6084/m9.figshare.24551530
title: TEST files

description: TEST 11 bw files
DOI: 10.21954/ou.rd.25379230
title: <b>DEPA – South Africa Educator’s Workshop</b>

description: The South African DEPA team hosted an impactful Teachers Workshop aimed at educators teaching Life Orientation in low-income schools. The focus was squarely on a crucial, yet often overlooked, subject: teaching peace in the classroom. Through interactive sessions, teachers and DEPA experts engaged in a dynamic exchange of experiences and strategies. The outcome of this workshop was a collaboratively developed framework that provided actionable, practical methods for incorporating peace education into the classroom setting. Ideas ranged from curriculum adjustments to hands-on activities designed to foster empathy and mutual respect among students. The Teachers Workshop serves as an essential stepping stone in the journey towards a more peaceful educational environment. By equipping educators with the tools and knowledge to teach peace effectively, DEPA aims to sow the seeds of change from the ground up, starting in the classroom.The 9 files in this item document the exploratory and experiential process of the workshop.The South Africa Project was one of the original Proof of Concept projects with DEPA (Decolonising Education for Peace in Africa). DEPA was a 4 year project funded by the Arts and Humanities Council (AHRC) addressing the question: What are the different knowledges and values underpinning peace and how can these practices be connected and compared across countries to create curriculum content and mode of delivery in informal and formal settings, Secondary and Higher Education (HE), in order to decolonise peace education?
DOI: 10.21954/ou.rd.25379230.v1
title: <b>DEPA – South Africa Educator’s Workshop</b>

description: The South African DEPA team hosted an impactful Teachers Workshop aimed at educators teaching Life Orientation in low-income schools. The focus was squarely on a crucial, yet often overlooked, subject: teaching peace in the classroom. Through interactive sessions, teachers and DEPA experts engaged in a dynamic exchange of experiences and strategies. The outcome of this workshop was a collaboratively developed framework that provided actionable, practical methods for incorporating peace education into the classroom setting. Ideas ranged from curriculum adjustments to hands-on activities designed to foster empathy and mutual respect among students. The Teachers Workshop serves as an essential stepping stone in the journey towards a more peaceful educational environment. By equipping educators with the tools and knowledge to teach peace effectively, DEPA aims to sow the seeds of change from the ground up, starting in the classroom.The 9 files in this item document the exploratory and experiential process of the workshop.The South Africa Project was one of the original Proof of Concept projects with DEPA (Decolonising Education for Peace in Africa). DEPA was a 4 year project funded by the Arts and Humanities Council (AHRC) addressing the question: What are the different knowledges and values underpinning peace and how can these practices be connected and compared across countries to create curriculum content and mode of delivery in informal and formal settings, Secondary and Higher Education (HE), in order to decolonise peace education?
DOI: 10.5281/zenodo.10808456
title: Extended 2019 Social Accounting Matrix for Zambia

description: This is a social accounting matrix produced by IFPRI, but extended to include a more detailed representation of the energy sector. 

The IFPRI reference is as follows - Pauw, K., Tembo, B., and Thurlow, J. (2021). 2019 Social Accounting Matrix for Zambia: A Nexus Project SAM.
DOI: 10.5281/zenodo.10808457
title: Extended 2019 Social Accounting Matrix for Zambia

description: This is a social accounting matrix produced by IFPRI, but extended to include a more detailed representation of the energy sector. 

The IFPRI reference is as follows - Pauw, K., Tembo, B., and Thurlow, J. (2021). 2019 Social Accounting Matrix for Zambia: A Nexus Project SAM.
DOI: 10.21954/ou.rd.25379464
title: <b>DEPA – South Africa PhotoVoice</b>

description: The main aim of the Photovoice Project was to empower youth in townships surrounding Johannesburg to capture and share visual narratives about the factors influencing peace and conflict in their communities. At its core, the Photovoice Project was a form of participatory visual storytelling. It asked young people to use their smartphones as tools for social critique, capturing elements of peace and conflict in their daily lives through the medium of photography.Given that Johannesburg's townships are often perceived through a narrow lens of poverty, crime, and unrest, this initiative provided the youth with an opportunity to reframe the narrative. The power of the Photovoice Project lay not just in the images themselves, but also in the perspectives they revealed—a juxtaposition of resilience and struggle, of unity and discord, all seen through the eyes of the next generation. As part of the project, the youth participants were encouraged to snap photographs that spoke to them, whether it was a moment of community solidarity, the visible impact of systemic inequity, or an instance of violence. The photos ranged from captures of vibrant street art that articulated community aspirations, to more sombre subjects like deserted playgrounds or vigil memorials, each telling a unique story of the circumstances that shape peace and conflict in their lives.The 19 files in this item are the photographs selected by each of the project participants to represent their understanding of peace and conflict in their community.The South Africa Project was one of the original Proof of Concept projects with DEPA (Decolonising Education for Peace in Africa). DEPA was a 4 year project funded by the Arts and Humanities Council (AHRC) addressing the question: What are the different knowledges and values underpinning peace and how can these practices be connected and compared across countries to create curriculum content and mode of delivery in informal and formal settings, Secondary and Higher Education (HE), in order to decolonise peace education?