cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15124/19d249ab-1463-4d13-ade7-86f645de833b
title: Robust comparison of climate models with observations using blended land air and ocean sea surface temperatures

description: Climate models are used to estimate future global warming, and can be checked against the global warming we have seen so far. Most comparisons suggest that the world is warming a little more slowly than the model projections. We show that this arises in part from the way the comparison is performed, because the methods used in constructing the historical temperature record are different from those used for the models. When we do a like-with-like comparison the discrepancy is reduced by a third, or completely eliminated if the warming fluctuation of the last decade is omitted. The data and computer code for robust blending of climate model outputs are provided. A unix-like system is required (Linux or Mac), although a Windows system with MinGW may also do. The Climate Data Operators package is required. Python 2.6/7 is required along with the numpy/scipy and either the Scientific.IO or netcdf4-python libraries. Shell scripts require csh/tcsh. A rudimentary knowledge of the Unix command line is assumed. CMIP-5 model outputs are required. The full ensemble data are too large to distribute from this website, and so should be obtained from the data providers. A single model output is provided for testing purposes.
DOI: 10.15124/56c29a3e-d3d0-4958-8063-3d8464c2d44f
title: Data supporting The Greening of Peptide Synthesis

description: Original research data for a paper to be published in green chemistry Data created by a PhD student funded by EPSRC
DOI: 10.15124/4eee0e7f-a5dc-4f9e-92ba-3c2addce8dfc
title: Coherent evolution of parahydrogen induced polarisation using laser pump, NMR probe spectroscopy: theoretical framework and experimental observation

description: All raw 1D and 2D Bruker Avance NMR data presented in the associated article (of the same title) published in the Journal of Magnetic Resonance in 2017.
DOI: 10.15124/8758d712-1e67-467e-b0f0-f0dd99f0232a
title: Characterisation of new LPMO AA14 family

description: The dataset contains EPR data for the characterisation of lytic polysaccharide monooxygenase AA14 family. The copper active site of the enzyme is studied by X-band and Q-band EPR. Data are uploaded as both raw data from the instrument and corresponding .asc files. (Note, this dataset was previously titled "Characterisation of new LPMO AA15 family" but the enzyme class involved was renamed AA14 during publication").
DOI: 10.15124/7ef7e98c-ef5f-47e3-8739-9ee1ae3bae68
title: Delivering Strong 1H Nuclear Hyperpolarization Levels and Long Magnetic Lifetimes through Signal Amplification by Reversible Exchange

description: Supporting data.
DOI: 10.15124/249cbf0c-8e88-426b-b3ba-53d490e027ed
title: Origin of reduced magnetization and domain formation in small magnetite nanoparticles

description: Dataset for Fe3O4 nanoparticles
DOI: 10.15124/4aa5ef86-cad5-4cd4-ac35-8390afbf490a
title: Alena Denisova: PhD1 Questionnaires

description: Data from the survey study involving 3 player experience questionnaires
DOI: 10.15124/92d87d3b-536f-4914-847c-07e459f572fa
title: Alena Denisova: PhD 2, Perspectives

description: Second PhD study, first-person vs third person perspective, preferences and effect on immersion.
DOI: 10.15124/471baed1-a54c-4dc6-b4b9-ca24e5af31ce
title: Dataset for: A Nematic to Nematic Transformation Exhibited by a Rod-Like Liquid Crystal

description: Data pertinant to the PCCP paper "A Nematic to Nematic Transformation Exhibited by a Rod-Like Liquid Crystal", including NMR, DSC, FTIR, SAXS, Guassian input/output files.
DOI: 10.15124/f4cf9761-ba74-4de4-9903-16261b5baa7c
title: Data supporting the paper: "Wholly biomass derivable sustainable polymers by ring-opening metathesis polymerisation of monomers obtained from furfuryl alcohol and itaconic anhydride"

description: Spectra and other analytical data for the compounds and polymerisations reported
DOI: 10.15124/724dbcbe-232f-4095-91ca-894c49282a72
title: Raw data for the paper "Preparation and Reactions of Indoleninyl Halides"

description: Raw data for Org. Lett. 2016, 18, 6328−6331 (Indoleninyl halides paper)
DOI: 10.15124/ade57976-50c9-4146-bb44-c65b5d2ca5f1
title: Raw data for the paper 'Synthetic approaches to pallimamine and analogues using direct imine acylation'
DOI: 10.15124/791ce678-7d32-47d5-9445-2f4813d22425
title: Raw data for the paper 'Catalyst-Driven Scaffold Diversity: Selective Synthesis of Spirocycles, Carbazoles and Quinolines from Indolyl Ynones'
DOI: 10.15124/59cdbcad-ab0e-46e0-8c13-5be98b3f9867
title: Raw data for the paper 'Dearomatisation approaches to spirocyclic dienones via the electrophilic activation of alkynes'
DOI: 10.15124/06329a1e-86d1-4480-ae99-0dcd94591044
title: Data from the paper: Guest-host systems containing anthraquinone dyes with multiple visible transitions giving positive and negative dichroic order parameters: an assessment of principal molecular axes and computational methods

description: The data provided relate to the paper "Guest-host systems containing anthraquinone dyes with multiple visible transitions giving positive and negative dichroic order parameters: an assessment of principal molecular axes and computational methods" by Mark T. Sims, Richard J. Mandle, John W. Goodby and John N. Moore, published in Liquid Crystals
DOI: 10.15124/80a77e2c-6030-4574-bb64-8049a197dac9
title: MD input files from the paper: Guest-host systems containing anthraquinone dyes with multiple visible transitions giving positive and negative dichroic order parameters: an assessment of principal molecular axes and computational methods

description: The MD input files provided here relate to the paper "Guest-host systems containing anthraquinone dyes with multiple visible transitions giving positive and negative dichroic order parameters: an assessment of principal molecular axes and computational methods" by Mark T. Sims, Richard J. Mandle, John W. Goodby and John N. Moore, published in Liquid Crystals. These md input files were embargoed during the period of EPSRC grant EP/M020584/1, which built on work reported in this paper, in case intellectual property arose from the data.
DOI: 10.15124/65561ffe-049d-4cee-8d79-a8cf590a039e
title: Efficient ion acceleration and dense electron-positron plasma creation in laser-solid interactions

description: Relevant data for re-creating simulations presented in this paper
DOI: 10.15124/5804ac81-b49b-46ce-aea8-73d47a9192cb
title: Van der Waals epitaxy between the highly lattice mismatched Cu doped FeSe and Bi2Te3 topological insulator

description: Data set for the article
DOI: 10.15124/edbde202-4ed9-4d3f-986b-7ee3bf324fc7
title: General Procedures for the Lithiation/Trapping of N-Boc Piperazines

description: This dataset contains the raw NMR data for the paper entitled "General Procedures for the Lithiation/Trapping of N-Boc Piperazines" Dataset created by a PhD student funded by EPSRC
DOI: 10.5281/zenodo.7198606
title: verbascum_thapsus_zanfona_1.fasta.gz

description: .
DOI: 10.5281/zenodo.7198605
title: verbascum_thapsus_zanfona_1.fasta.gz

description: .
DOI: 10.6084/m9.figshare.19501271
title: Robust State Feedback Stabilization of Positive LTI Systems with Polytopic Uncertainty

description: The paper contains some novel ideas in the field of direct search controller design The main paper of the attached data is available via http://dx.doi.org/10.1080/00207179.2022.2135025 <br> Summary: The paper deals with the robust state feedback stabilizability problem of LTI systems in the presence of polytopic uncertainty. This paper contributes two major results involving necessary and sufficient conditions to simultaneously check both positivity and robust stability of an uncertain LTI system and propose a design algorithm to solve the main stabilizability problem. It is shown that a polytopic uncertain LTI system is robustly stable and positive if and only if all its corner matrices are Metzler and all coefficients of its characteristic polynomial are nonnegative. The conditions for checking the non-negativity of the characteristic polynomials are not in terms of linear matrix inequalities because the characteristic polynomial is generally a non-affine function of the uncertain parameters. To cope with this issue, a design algorithm is proposed which checks the design space of the stabilizer parameters, divides it to smaller subspaces, checks the feasibility of the corner points of the design subspaces (via proposed equivalent conditions), removes the detected total infeasible design subspaces, and shrinks the remained parts to solve the design problem, iteratively. The proposed algorithm is applied to the cancer chemotherapy application and the results demonstrate that it is able to successively control the model considering the positivity condition. <br>
DOI: 10.6084/m9.figshare.19501271.v1
title: Robust State Feedback Stabilization of Positive LTI Systems with Polytopic Uncertainty

description: The paper contains some novel ideas in the field of direct search controller design The main paper of the attached data is available via http://dx.doi.org/10.1080/00207179.2022.2135025 <br> Summary: The paper deals with the robust state feedback stabilizability problem of LTI systems in the presence of polytopic uncertainty. This paper contributes two major results involving necessary and sufficient conditions to simultaneously check both positivity and robust stability of an uncertain LTI system and propose a design algorithm to solve the main stabilizability problem. It is shown that a polytopic uncertain LTI system is robustly stable and positive if and only if all its corner matrices are Metzler and all coefficients of its characteristic polynomial are nonnegative. The conditions for checking the non-negativity of the characteristic polynomials are not in terms of linear matrix inequalities because the characteristic polynomial is generally a non-affine function of the uncertain parameters. To cope with this issue, a design algorithm is proposed which checks the design space of the stabilizer parameters, divides it to smaller subspaces, checks the feasibility of the corner points of the design subspaces (via proposed equivalent conditions), removes the detected total infeasible design subspaces, and shrinks the remained parts to solve the design problem, iteratively. The proposed algorithm is applied to the cancer chemotherapy application and the results demonstrate that it is able to successively control the model considering the positivity condition. <br>
DOI: 10.34740/kaggle/dsv/4327744
title: TED Talks 2022
DOI: 10.6084/m9.figshare.21334489
title: PiecwiseSEM_code_FINAL.R from Pathways to win-wins or trade-offs? How certified community forests impact forest restoration and human wellbeing

description: Certified community forests combine local governance with forest certification and aim to serve multiple objectives including forest protection, restoration, human wellbeing and equitable governance. However, the causal pathways by which they impact these objectives remain poorly understood. The ability of protected area impact evaluations to identify complex pathways is limited by a narrow focus on top-down theoretical, quantitative perspectives and inadequate consideration of local context. We used a novel mixed-methods research design that integrates the perspectives of multiple actors to develop a generalized conceptual model of the causal pathways for certified community forests. We tested the model using a combination of statistical matching, structural equation modelling and qualitative analyses for an agroforestry landscape in Tanzania. We found certified community forests positively impacted human wellbeing, equitable governance and forest restoration. Equitable governance had the largest impact on wellbeing, followed by crop yield and forest resource availability. Timber revenues varied widely between villages and the average effect of financial benefits did not impact wellbeing due to the immature stage of the certified timber market. We identified positive interactions and trade-offs between conservation and agriculture. Our findings suggest that no simple solution exists for meeting multiple objectives. However, developing understanding of the pathways linking social and conservation outcomes can help identify opportunities to promote synergies and mitigate negative impacts to reconcile competing objectives.This article is part of the theme issue ‘Understanding forest landscape restoration: reinforcing scientific foundations for the UN Decade on Ecosystem Restoration’.
DOI: 10.6084/m9.figshare.21334489.v1
title: PiecwiseSEM_code_FINAL.R from Pathways to win-wins or trade-offs? How certified community forests impact forest restoration and human wellbeing

description: Certified community forests combine local governance with forest certification and aim to serve multiple objectives including forest protection, restoration, human wellbeing and equitable governance. However, the causal pathways by which they impact these objectives remain poorly understood. The ability of protected area impact evaluations to identify complex pathways is limited by a narrow focus on top-down theoretical, quantitative perspectives and inadequate consideration of local context. We used a novel mixed-methods research design that integrates the perspectives of multiple actors to develop a generalized conceptual model of the causal pathways for certified community forests. We tested the model using a combination of statistical matching, structural equation modelling and qualitative analyses for an agroforestry landscape in Tanzania. We found certified community forests positively impacted human wellbeing, equitable governance and forest restoration. Equitable governance had the largest impact on wellbeing, followed by crop yield and forest resource availability. Timber revenues varied widely between villages and the average effect of financial benefits did not impact wellbeing due to the immature stage of the certified timber market. We identified positive interactions and trade-offs between conservation and agriculture. Our findings suggest that no simple solution exists for meeting multiple objectives. However, developing understanding of the pathways linking social and conservation outcomes can help identify opportunities to promote synergies and mitigate negative impacts to reconcile competing objectives.This article is part of the theme issue ‘Understanding forest landscape restoration: reinforcing scientific foundations for the UN Decade on Ecosystem Restoration’.
DOI: 10.6084/m9.figshare.21334495
title: Data from Pathways to win-wins or trade-offs? How certified community forests impact forest restoration and human wellbeing

description: Structural equation modelling data used in model testing
DOI: 10.6084/m9.figshare.21334495.v1
title: Data from Pathways to win-wins or trade-offs? How certified community forests impact forest restoration and human wellbeing

description: Structural equation modelling data used in model testing
DOI: 10.12751/g-node.p53gw9
title: Code and Dataset - Lack of action monitoring as a prerequisite for habitual and chunked behavior: Behavioral and neural correlates

description: this resource provides the data files and Matlab code used to analyze the data and generate all the figures in the study described below. Article Summary: We previously reported the rapid development of habitual behavior in a discrete-trials instrumental task in which lever insertion and retraction act as reward-predictive cues delineating sequence execution. Here we asked whether these lever cues or performance variables reflective of skill and automaticity might account for this habitual behavior. Behavior in the discrete-trials habit-promoting task was compared with two task variants lacking the sequence-delineating cues of lever extension and retraction. We find that behavior is under goal-directed control in absence of sequence-delineating cues but not in their presence, and that efficient, skilled performance does not predict goal-directed vs. habitual behavior. Neural activity recordings revealed an engagement of dorsolateral striatum and a disengagement of dorsomedial striatum during sequence execution of the habit-promoting task, specifically. Together, these results indicate that sequence delineation cues promote habitual behavior and differential engagement of striatal subregions during instrumental responding, a pattern that may reflect cue-elicited behavioral chunking.
description: IsSupplementTo: Vandaele, Y., Janak, P. H. (preprint). (2022). Lack of Action Monitoring as a Prerequisite for Habitual and Chunked Behavior: Behavioral and Neural Correlates. SSRN Electronic Journal. https://doi.org/10.2139/SSRN.4224909. (https://doi.org/10.2139/SSRN.4224909)
DOI: 10.5255/ukda-sn-856023
title: Monthly Panel Datasets from Partnership, Fertility, and Labour Market Activity Information for the 1970 British Cohort Study, 1986-2018

description: This deposit contains three do files which were constructed as part of the project “Intergenerational income mobility: Gender, Partnerships and Poverty in the UK”, UKRI grant number ES/P007899/1. The aim of the do files is to convert partnership, fertility, and labour market activity information provided with the age 46 wave of the British Cohort Study (BCS70) into monthly panel format. There are separate do files to do this for each of the three aspects.
DOI: 10.5281/zenodo.7071589
title: Learners' perspective of microcredentials: a systematic review - Dataset

description: This dataset document includes all the stages of data analysis. Articles were indexed in the following social sciences reference databases: SCOPUS, ISI Web of Science and Google Scholar. A snowball technique was also used. A search was conducted using different combinations of key terms grouped into three blocks closely related to the research questions: <strong>Search block 1: </strong>SLE and micocredentials. <strong>Search block 2:</strong> Learners’ drivers, motivations and preferences <strong>Search block 3: </strong>Higher education settings The inclused criteria included publications: Published in the last 5 years (2018 to April 2022). English or Spanish publications. Peer-reviewed articles. Publications that provide primary data on the learners' drivers / motivations for pursuing SLE, or related keywords. Studies related, partially or totally, to higher education settings. The full text is available for the UOC institution. 48 publications were finally selected. This database describes the whole process of selection and extraction of information from the articles.
DOI: 10.5281/zenodo.7194531
title: Learners' perspective of microcredentials: a systematic review - Dataset

description: This dataset document includes all the stages of data analysis. Articles were indexed in the following social sciences reference databases: SCOPUS, ISI Web of Science and Google Scholar. A snowball technique was also used. A search was conducted using different combinations of key terms grouped into three blocks closely related to the research questions: <strong>Search block 1: </strong>SLE and micocredentials. <strong>Search block 2:</strong> Learners’ drivers, motivations and preferences <strong>Search block 3: </strong>Higher education settings The inclused criteria included publications: Published in the last 5 years (2018 to April 2022). English or Spanish publications. Peer-reviewed articles. Publications that provide primary data on the learners' drivers / motivations for pursuing SLE, or related keywords. Studies related, partially or totally, to higher education settings. The full text is available for the UOC institution. 48 publications were finally selected. This database describes the whole process of selection and extraction of information from the articles.
DOI: 10.5281/zenodo.7071588
title: Learners' perspective of microcredentials: a systematic review - Dataset

description: This dataset document includes all the stages of data analysis. Articles were indexed in the following social sciences reference databases: SCOPUS, ISI Web of Science and Google Scholar. A snowball technique was also used. A search was conducted using different combinations of key terms grouped into three blocks closely related to the research questions: <strong>Search block 1: </strong>SLE and micocredentials. <strong>Search block 2:</strong> Learners’ drivers, motivations and preferences <strong>Search block 3: </strong>Higher education settings The inclused criteria included publications: Published in the last 5 years (2018 to April 2022). English or Spanish publications. Peer-reviewed articles. Publications that provide primary data on the learners' drivers / motivations for pursuing SLE, or related keywords. Studies related, partially or totally, to higher education settings. The full text is available for the UOC institution. 48 publications were finally selected. This database describes the whole process of selection and extraction of information from the articles.
DOI: 10.5281/zenodo.7185442
title: Non-ideal MHD chemodynamical simulations

description: Non-ideal MHD chemodynamical simulations for various physical parameters (described in title and accompanying paper) at a central density of n(H2) = 10^6 cm^-3
DOI: 10.5281/zenodo.7185441
title: Non-ideal MHD chemodynamical simulations

description: Non-ideal MHD chemodynamical simulations for various physical parameters (described in title and accompanying paper) at a central density of n(H2) = 10^6 cm^-3
DOI: 10.5281/zenodo.4064408
title: Silent Speech EMG

description: Facial electromyography recordings during both silent and vocalized speech. This data is described in the publication "Digital Voicing of Silent Speech" at EMNLP 2020 (https://arxiv.org/abs/2010.02960). Code for processing this data can be found at https://github.com/dgaddy/silent_speech.
description: Each data sample has 5 data files: {i}_emg.npy - a saved numpy array of size (T, 8) with the raw EMG signals; {i}_audio.flac - the raw audio recording; {i}_audio_clean.flac - audio with background noise reduced; {i}_info.json - JSON with extra information, such as the text prompt that was read; {i}_button.npy - a numpy array containing device button state, which is generally unused. Note that some samples do not represent actual datapoints, but are used as reference EMG or audio signals. These samples are marked with "sentence_index: -1" in the associated info file.