cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7hj28bmfxz.7
title: Data for: On The Radon--Nikodym Spectral Approach With Optimal Clustering.

description: This is the code to accompany the paper "On The Radon--Nikodym Spectral Approach With Optimal Clustering". This is a software implementing the algorithms of interpolation, classification, and optimal clustering based on the Lebesgue quadrature technique. Whereas in a Bayesian approach new observations change only outcome probabilities, in the Radon-Nikodym approach not only outcome probabilities but also the probability space change with new observations. This is a remarkable feature of the approach: both the probabilities and the probability space are constructed from the data. A regular PCA variation expansion depends on attributes normalizing. The PCA variation expansion in the Lebesgue quadrature basis is unique thus does not depend on attributes scale, moreover it is invariant relatively any non-degenerated linear transform of input vector components.
DOI: 10.17632/c86tbptdsp.1
title: Soil moisture as a key factor in carbon release from thawing permafrost in boreal forest

description: In this study, by quantifying the CO2, CH4 releases and the soil properties of moisture, SOC quantity and quality and microbial activities in a 239-day incubation experiment where the soil moisture was experimentally modified to simulate natural, drier and flooded condition, we tested the hypotheses 1) the C vulnerability in permafrost deposits would be higher than that in active layer soils; 2) C releases under aerobic conditions and their climate forcing would be greater than anaerobic condition, but aerobic C release would be constrained by drier condition; and 3) soil moisture would be the strongest factor influencing C release under aerobic condition, whereas anaerobic C release would be mostly related to microbial activities.
DOI: 10.17632/cb93f3cwzg.2
title: SW7 Transcriptome

description: The de novo transcriptome analysis of Aurantiochytrium sp. PKU#SW7
DOI: 10.17632/hbfrttbfg8.1
title: Data for: Financial Transactions Through Banking Agency Selections in Thailand
DOI: 10.17632/m7ths6gdv9.2
title: Caloric vestibular stimulation for the management of motor and non-motor symptoms in Parkinson's disease

description: Here we report the clinical and demographic data from a single site clinical trial which sought to evaluate the potential efficacy of caloric vestibular stimulation (CVS) treatment for symptoms associated with Parkinson's disease (PD). 46 PD subjects on stable anti-Parkinsonian medications were randomized to received either active or placebo treatments. Subjects self-administered CVS at home twice-daily via a portable, pre-programmed, solid-state ThermoNeuroModulation device, which delivered continually-varying thermal waveforms through aluminum ear-probes mounted on a wearable headset. Subjects were followed over a 4-week baseline period, 8 weeks of treatment and then 5- and 24-weeks post-treatment At each study visit, standardized clinical assessments were conducted during ON-medication states to evaluate changes in motor and non-motor symptoms, activities of daily living and quality of life ratings. For additional interpretation, see Wilkinson et al., 2019 "Caloric vestibular stimulation for the management of motor and non-motor symptoms in Parkinson's disease" (https://doi.org/10.1016/j.parkreldis.2019.05.031).
DOI: 10.17632/t79jcv5389.2
title: Dataset for: Assessment of spatial stand structure of hemiboreal conifer dominated forests according to different levels of naturalness

description: Data from forest permanent sample plots in Estonia belonging to the Estonian Network of Forest Research Plots are re-measured in nature with an interval of five years. Different indices describing forest stand stuctures based on the neighbouring trees are calculkated.
DOI: 10.17632/3prb67dc84.1
title: Supplementary Data for: Optimizing Convolutional Neural Networks to Perform Semantic Segmentation on Large Materials Imaging Datasets: X-ray Tomography and Serial Sectioning

description: Supplementary Data
DOI: 10.17632/tdp9p3zff9.1
title: Sensory Cue Combination in Children Under 10 Years of Age

description: These data were gathered in an audio-visual localization task with 7-10 year old children. Participants were sometimes given an audio signal, sometimes given a visual signal, and sometimes given both. The main notable finding is that children under 10 years old were more precise with both together than either alone. The first sheet gives raw responses. The second sheet shows the calculated VE (variable error; variance of the responses minus the targets), bias (mean signed error), and MSE (mean squared error). The third sheet gives the data for a similar experiment, but with a visual cue that varied in its precision. A mathematical modelling approach again suggested that children were mainly using a strategy that allows them to increase precision with both cues.
DOI: 10.21227/39ks-7n75
title: Data of a Social Network Analysis using OntoSNAQA and other conventional tools (UCINET, Pajek, Cytoscape and Gephi)

description: The compressed file contains:Data files in spreadsheet format from three different networks (friendship, companionship and acquaintances).Analysis files from UCINET, Pajek, Cytoscape and Gephi.It is thus possible to corroborate the results mentioned in different studies that refer to these data.
DOI: 10.21227/fcr1-ak89
title: Data of a Social Network Analysis using OntoSNAQA and other conventional tools (UCINET, Pajek, Cytoscape and Gephi)

description: The compressed file contains:Data files in spreadsheet format from three different networks (friendship, companionship and acquaintances).Analysis files from UCINET, Pajek, Cytoscape and Gephi.It is thus possible to corroborate the results mentioned in different studies that refer to these data.
DOI: 10.17632/7fcjssm3w9.1
title: Understanding curly hair mechanics: fibre strength

description: The relationship between the geometric and mechanical profiles of hair fibres has been studied, with special focus on curly samples. Incidental observations pointed to a significantly different viscoelastic character with varying curliness. Further investigations confirmed initial observations, showing an initial distinct toe-region behaviour for curly-fibres on the stress-strain plot, which is absent for straight fibres. This behaviour suggested a difference in viscoelastic nature of the curly fibre that is linked to mechanical energy stored in the fibre. Results also suggest that the strength of hair depends on two main components, and further pointed out that de facto methods of tensile testing may erode curly fibre strength during preparation. The main outcome of this study is that the tensile strength (σT), of hair fibres is composed of two (rather than one main) components, namely the toe-region (σt) and the elastic region (σε), so that: σ_T=σ_t+σ_ε. For non-curly fibres, the greatest part of fibre strength is derived from σε while σt ≈ 0. For curly fibres, σt (i.e. springiness) adds significantly to the overall strength, even though σε remains the major contributor. Whilst these results require validation in larger studies, they are significant in the current understanding of curly hair. Also, they may represent a fundamental shift from the current understanding of tensile testing of human hair in general. Relevant instrument fibre data was uploaded as txt files for one donor: JID.EC-DimensionData Donor B (280617) - geometric data. JID.EC-StressStrain Data Donor B (280617) - stress/strain data. JID.EC-SF Analysis Donor B (280617) linear regression of tensile data. JID.EC-Tensile Record Donor B (280617) - Tensile record with set parameters. Interpreted data serving as multivariate input data, supporting Figures 3 and 5 are given in JID.EC-Multivariate Data Input.Ref Fig3Fig5. Gathering of data: Hair donors gave informed consent in accordance with this study’s ethical approval by our Institutional Research Ethics Committee. Main sample size (n=25); sample group (n=8); number of fibres assessed per donor depended on calibration, test and validation requirements as described below; fibres obtained per donor (50-100); number of fibres used per donor (10 ≤ fibres ≤ 40). Hair types: straight to very curly; chemically untreated for last 12 months. Curl-type classification was done per donor and per fibre (I-straight to VI-tightly curly), based on a modification of STAM. Each experimental step was photographed as digital evidence and traceability of fibre changes. Fibre preparation: Hair was washed (1% SDS solution); rinsed; air dried (1-4 hours) at 21°C±0.6°C and 45%RH±5%RH; clamped, using the sample-mounting block of the Miniature Tensile Tester (MTT686, Dia-stron) ; (4) Stress-strain behaviour: Miniature Tensile Tester (MTT686, Dia-stron) with load cell: 500 N; strain rate: 12.5 mm/min; max. force: 800 gmf; gauge force: 0 gmf.
DOI: 10.17632/7hj28bmfxz.5
title: Data for: On The Radon--Nikodym Spectral Approach With Optimal Clustering.

description: This is the code to accompany the paper "On The Radon--Nikodym Spectral Approach With Optimal Clustering". This is a software implementing the algorithms of interpolation, classification, and optimal clustering based on the Lebesgue quadrature technique. Whereas in a Bayesian approach new observations change only outcome probabilities, in the Radon-Nikodym approach not only outcome probabilities but also the probability space change with new observations. This is a remarkable feature of the approach: both the probabilities and the probability space are constructed from the data. A regular PCA variation expansion depends on attributes normalizing. The PCA variation expansion in the Lebesgue quadrature basis is unique thus does not depend on attributes scale, moreover it is invariant relatively any non-degenerated linear transform of input vector components.
DOI: 10.17632/7hj28bmfxz.6
title: Data for: On The Radon--Nikodym Spectral Approach With Optimal Clustering.

description: This is the code to accompany the paper "On The Radon--Nikodym Spectral Approach With Optimal Clustering". This is a software implementing the algorithms of interpolation, classification, and optimal clustering based on the Lebesgue quadrature technique. Whereas in a Bayesian approach new observations change only outcome probabilities, in the Radon-Nikodym approach not only outcome probabilities but also the probability space change with new observations. This is a remarkable feature of the approach: both the probabilities and the probability space are constructed from the data. A regular PCA variation expansion depends on attributes normalizing. The PCA variation expansion in the Lebesgue quadrature basis is unique thus does not depend on attributes scale, moreover it is invariant relatively any non-degenerated linear transform of input vector components.
DOI: 10.17632/7hj28bmfxz.8
title: Data for: On The Radon--Nikodym Spectral Approach With Optimal Clustering.

description: This is the code to accompany the paper "On The Radon--Nikodym Spectral Approach With Optimal Clustering". This is a software implementing the algorithms of interpolation, classification, and optimal clustering based on the Lebesgue quadrature technique. Whereas in a Bayesian approach new observations change only outcome probabilities, in the Radon-Nikodym approach not only outcome probabilities but also the probability space change with new observations. This is a remarkable feature of the approach: both the probabilities and the probability space are constructed from the data. A regular PCA variation expansion depends on attributes normalizing. The PCA variation expansion in the Lebesgue quadrature basis is unique thus does not depend on attributes scale, moreover it is invariant relatively any non-degenerated linear transform of input vector components.
DOI: 10.17632/h6ptg7wfbf.3
title: Eukaryotic elongation factor 2 kinase promotes angiogenesis in hepatocellular carcinoma via PI3K/Akt and STAT3

description: Uncropped Western blots.
DOI: 10.17632/rxm98px352.1
title: Two-echelon routing problem benchmark instances

description: Datasets contain several types of instances that are used in the two-echelon routing problem. Each instance contains the coordinate of customers, transfer points (satellites), and depot; and the customer demand. "CMT" datasets are adopted from Christofides et al. (1979) and "P" datasets are adopted from Augerat et al. (1995), in which transfer points are added randomly. "H" datasets are entirely hypothetical instances. For more details, the descriptions of how the data are generated are available at Huang & Ardiansyah (2019)
DOI: 10.21227/t3za-gj22
title: Data of a Social Network Analysis using OntoSNAQA and other conventional tools (UCINET, Pajek, Cytoscape and Gephi)

description: The compressed file contains:Data files in spreadsheet format from three different networks (friendship, companionship and acquaintances).Analysis files from UCINET, Pajek, Cytoscape and Gephi.It is thus possible to corroborate the results mentioned in different studies that refer to these data.
DOI: 10.17632/7hj28bmfxz.9
title: Data for: On The Radon--Nikodym Spectral Approach With Optimal Clustering.

description: This is the code to accompany the paper "On The Radon--Nikodym Spectral Approach With Optimal Clustering". This is a software implementing the algorithms of interpolation, classification, and optimal clustering based on the Lebesgue quadrature technique. Whereas in a Bayesian approach new observations change only outcome probabilities, in the Radon-Nikodym approach not only outcome probabilities but also the probability space change with new observations. This is a remarkable feature of the approach: both the probabilities and the probability space are constructed from the data. A regular PCA variation expansion depends on attributes normalizing. The PCA variation expansion in the Lebesgue quadrature basis is unique thus does not depend on attributes scale, moreover it is invariant relatively any non-degenerated linear transform of input vector components.
DOI: 10.17632/pzr47cvdrk.1
title: Data for: Point-bar brink and channel thalweg trajectories depicting interaction between vertical and lateral shifts of microtidal channels in the Venice Lagoon (Italy)
DOI: 10.5281/zenodo.3250710
title: Riviste OA - UniBo

description: <strong>Scopo</strong> Analizzare tutte le riviste pubblicate dall'Università di Bologna, elencate in https://journals.unibo.it/riviste/ per capire quante di queste: sono effettivamente riviste Open Access in base alla definizione di "open" introdotta dalla Open Definition; specificano esplicitamente la licenza dell’articolo nei vari formati (es. PDF e HTML) in cui l’articolo è messo a disposizione, considerando soltanto gli articoli presenti nell'ultimo fascicolo pubblicato. <strong>Dati</strong> Il dataset allegato contiene una tabella di spreadsheet fatta con Google Docs ed esportata in CSV con i seguenti campi: <strong>Rivista:</strong> il nome della rivista <strong>Web:</strong> il sito web della rivista <strong>ISSN:</strong> l’ISSN della rivista, che permette di identificarla univocamente <strong>Dichiarato OA:</strong> specifica se la rivista si autodichiara Open Access <strong>Licenza:</strong> il tipo di licenza associata agli articoli della rivista <strong>OA?:</strong> specifica se la licenza associata è conforme alla Open Definition <strong>Formato ultimo fascicolo:</strong> i formati in cui gli articoli sono messi a disposizione nell'ultimo fascicolo pubblicato <strong>Licenza per formato ultimo fascicolo:</strong> i formati in cui la licenza è chiaramente specificata, considerando soltanto gli articoli presenti nell'ultimo fascicolo pubblicato <strong>Note:</strong> delle note aggiuntive testuali, se necessarie
DOI: 10.5281/zenodo.3250711
title: Riviste OA - UniBo

description: <strong>Scopo</strong>

Analizzare tutte le riviste pubblicate dall'Università di Bologna, elencate in https://journals.unibo.it/riviste/ per capire quante di queste:


	
	sono effettivamente riviste Open Access in base alla definizione di "open" introdotta dalla Open Definition
	
	
	specificano esplicitamente la licenza dell’articolo nei vari formati (es. PDF e HTML) in cui l’articolo è messo a disposizione
	


<strong>Dati</strong>

Questo dataset contiene una tabella di spreadsheet fatta con Google Docs con i seguenti campi


	
	<strong>Rivista:</strong> il nome della rivista
	
	
	<strong>ISSN:</strong> l’ISSN della rivista, che permette di identificarla univocamente
	
	
	<strong>Dichiarato OA:</strong> specifica se la rivista si autodichiara Open Access
	
	
	<strong>Licenza:</strong> il tipo di licenza associata agli articoli della rivista
	
	
	<strong>OA?:</strong> specifica se la licenza associata è conforme alla Open Definition
	
	
	<strong>Formato:</strong> i formati in cui gli articoli sono messi a disposizione
	
	
	<strong>Licenza per formato:</strong> i formati in cui la licenza è chiaramente specificata
	


<strong>Note:</strong> delle note aggiuntive testuali, se necessarie
DOI: 10.17632/mnmd8tbcpk.1
title: Data for: Stable isotope evidence for a Paleogene high-altitude setting of the Sikeshu drainage basin in the northern Tianshan, western China

description: Table 1 Reconstructed paleo-altitudes of the Sikeshu drainage basin Table S1 Analyses of the carbon and oxygen of carbonates from Anjihai Formation and Shawan Formation. Table S2 Results of in situ oxygenic isotope by CAMECA NanoSIMS 50L
DOI: 10.5286/isis.e.rb1910231-2
title: Probing the vortex lattice in the iron-based superconductor FeSe

description: Magnetic field can penetrate a Type-II superconductor to form a vortex lattice (VL) due to the mutual repulsion between the vortices. VL is very important as it contains rich information about the superconductivity (SC). FeSe, despite being the structurally simplest iron-based superconductor, hosts very exotic SC, with the Tc varies from ~ 8 K in the bulk to ~ 110 K in the single-layer limit. The problem is further complicated by the strong interplay between SC, magnetism and nematicity. A recent high magnetic field study indicated a novel field-induced BardeenCooperSchrieffer (BCS) to BoseEinstein condensate (BEC) crossover below ~ 1.1 K. Here, we propose to use small-angle neutron scattering to probe the VL in FeSe. By exploring its entire SC phase diagram, we aim to understand the SC and its coupling with nematicity, as well as verify the BCS-BEC crossover scenario in FeSe.
DOI: 10.5286/isis.e.rb1820615-3
title: Multimagnon and intra-band excitations in the Spin-1 Haldane chain

description: The spin-1 Heisenberg antiferromagnetic (HAFM) chain is a canonical model system in quantum magnetism. The existence of the Haldane gap to the lowest energy excitations has been demonstrated in many experimental realisations. However, the nature of the multimagnon continua is much less clear. We propose to fully measure the one- and multi-magnon spectra as a function of wave vector along the chains and frequency, S(q, w), in the classic S=1 HAFM chain compound, NENP, and compare the results with calculations for the multimagnon continua in the low temperature limit. We then propose to investigate the very recent prediction of thermally induced magnon scattering below the one-magnon dispersion.
DOI: 10.5286/isis.e.rb1820615-4
title: Multimagnon and intra-band excitations in the Spin-1 Haldane chain

description: The spin-1 Heisenberg antiferromagnetic (HAFM) chain is a canonical model system in quantum magnetism. The existence of the Haldane gap to the lowest energy excitations has been demonstrated in many experimental realisations. However, the nature of the multimagnon continua is much less clear. We propose to fully measure the one- and multi-magnon spectra as a function of wave vector along the chains and frequency, S(q, w), in the classic S=1 HAFM chain compound, NENP, and compare the results with calculations for the multimagnon continua in the low temperature limit. We then propose to investigate the very recent prediction of thermally induced magnon scattering below the one-magnon dispersion.
DOI: 10.5281/zenodo.3250827
title: University College Dublin bird observations - 1973 to 1998

description: This folder holds data that CP entered from ledgers provided by K. Cathcart recording birds on the campus of University College Dublin, Belfield, Co. Dublin, Ireland from 1973 to 1998.  Birds were recorded weekly with either presence/absence or abundance codes.  These data have not been cleaned, and are known to have errors (e.g. some impossible dates including 31 November 1985 were written in the original ledgers and have been transcribed exactly into this dataset).  

These data have not been double-checked to identify entry errors.
DOI: 10.5281/zenodo.3250828
title: University College Dublin bird observations - 1973 to 1998

description: This folder holds data that CP entered from ledgers provided by K. Cathcart recording birds on the campus of University College Dublin, Belfield, Co. Dublin, Ireland from 1973 to 1998.  Birds were recorded weekly with either presence/absence or abundance codes.  These data have not been cleaned, and are known to have errors (e.g. some impossible dates including 31 November 1985 were written in the original ledgers and have been transcribed exactly into this dataset).  

These data have not been double-checked to identify entry errors.
DOI: 10.5255/ukda-sn-853735
title: Deliberative workshops on the ideal party 2018
DOI: 10.5286/isis.e.rb2000020
title: A camera test to explore fast neutron imaging on ChipIr relevant for nuclear fusion applications

description: Fast neutron radiography and tomography are powerful tools for non-destructive analysis (NDA) of samples and for imaging of technological processes, applicable to a broad field of industrial and basic research applications. ChipIr can be considered the first and unique instrument among the suit of beamlines at the ISIS spallation neutron source to deliberately extract from the target an atmospheric-like fast neutron spectrum with energy up to hundreds of mega-electron volt. Such a unique neutron spectrum available on ChipIr has the potential to include fast neutron imaging technique to the existing portfolio of scientific techniques already explored on the beamline. Therefore, we aim with this proposal to start exploring fast neutron imaging technique on the ChipIr beamline by means of well-known neutron imaging detector systems already developed for standard neutron imaging applications
DOI: 10.5286/isis.e.rb2000020-1
title: A camera test to explore fast neutron imaging on ChipIr relevant for nuclear fusion applications

description: Fast neutron radiography and tomography are powerful tools for non-destructive analysis (NDA) of samples and for imaging of technological processes, applicable to a broad field of industrial and basic research applications. ChipIr can be considered the first and unique instrument among the suit of beamlines at the ISIS spallation neutron source to deliberately extract from the target an atmospheric-like fast neutron spectrum with energy up to hundreds of mega-electron volt. Such a unique neutron spectrum available on ChipIr has the potential to include fast neutron imaging technique to the existing portfolio of scientific techniques already explored on the beamline. Therefore, we aim with this proposal to start exploring fast neutron imaging technique on the ChipIr beamline by means of well-known neutron imaging detector systems already developed for standard neutron imaging applications