cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23762385
title: Diatom data from 'Missing sea-level rise in southeast Greenland during and since the Little Ice Age', published in Climate of the Past, 2023.

description: The datasets are raw diatom counts (minimum 250 count size) from a transect across a modern saltmarsh at the mouth of Dronning Marie Dal in south east Greenland (63.470N, -41.925W), and from a fossil core taken from the high marsh environment within the same marsh. The data was collected on 19/07/2014 during a research cruise to the area as part of the X_Centuries research project funded by the Danish Council for Independent Research 30 (FNU) (grant no. DFF-0602-02526B). Modern samples were taken from the top 1 cm of saltmarsh sediment using a knife, bagged and shipped to the laboratory where they were prepared for diatom analysis using standard methods (Palmer and Abbott 1986). The core was taken using a spade to dig a shallow pit from which a sediment section was extracted, wrapped in plastic and transported to the laboratory. Diatom samples were taken from the sediment core in the laboratory at 0.25 and 0.5 cm intervals using a scalpel. Counts were taken under a light microscope at 400x magnification. Only unbroken valves were counted. The taxonomy follows Van der Werff and Huls (1958-74), Hartley (1996) and Patrick and Reimer (1966, 1975). Modern samples and the core-top elevation were surveyed in the field using a Sokkisha level to mean tide level, established via a pressure transducer that logged tidal variations at 15-min intervals at Timmiarmiut, 100 km to the South, during fieldwork. These tidal levels were related to tidal predictions at Tasiilaq, 300 km to the NE. This data was collected to develop a modern training set of diatom distributions across saltmarshes in Greenland and to reconstruct recent (past few hundred years) of relative sea-level changes from saltmarsh sediments in this area of Greenland. Hartley, B., 1996. An Atlas of British Diatoms. Biopress Limited, Bristol, UK, 601 pp. Palmer, A.J.M., Abbott,W.H.,1986. In: Van De Plassche, O. (Ed.), Diatoms as indicators of sea-level change. Sea-level Research. Geo Books, Norwich, pp. 457–487. Patrick, R., Reimer, C.W., 1966. The diatoms of the United States exclusive of Hawaii and Alaska. Monograph of the Academy of Natural Sciences of Philadelphia, 13, Vol. 1 601 pp. Patrick, R., Reimer, C.W., 1975. The diatoms of the United States exclusive of Hawaii and Alaska, Part 1. Monograph of the Academy of Natural Sciences of Philadelphia, 13, Vol. 2 213 pp. van der Werff, H., Huls, H., 1958-1974. Diatomeenflora van Nederland. Koeltz Scientific Books, Koenigstein.
DOI: 10.6084/m9.figshare.17429324
title: Perceptions of plagiarism among PhDs across the sciences, engineering, humanities, and arts: Results from a national survey in Brazil

description: Plagiarism allegations are not rare in the history of science, and credit for prior work was and continues to be a source of disputes, involving notions of priority of discovery and of plagiarism. However, consensus over what constitutes plagiarism among scientists from different fields cannot be taken for granted. We conducted a national survey exploring perceptions of plagiarism among PhD holders registered in the database of the Brazilian National Council for Scientific and Technological Development. This survey was sent to 143,405 PhD holders across the fields, in the sciences, engineering, humanities, and arts, with a response rate of about 20%. The results suggest that core principles about plagiarism are shared among this multidisciplinary community, corroborating Robert K. Merton’s observations that concerns over plagiarism and priority disputes are not field specific. This study offers insight into the way plagiarism is perceived in this community and sheds light on the problem for international collaborative research networks. The data focus on a particular research system in Latin America, but, given the cultural similarities that bind most Latin American nations, these results may be relevant to other PhD populations in the region and should provide an opportunity for comparison with studies from other emerging, non-Anglophone regions.
DOI: 10.6084/m9.figshare.17429324.v2
title: Perceptions of plagiarism among PhDs across the sciences, engineering, humanities, and arts: Results from a national survey in Brazil

description: Plagiarism allegations are not rare in the history of science, and credit for prior work was and continues to be a source of disputes, involving notions of priority of discovery and of plagiarism. However, consensus over what constitutes plagiarism among scientists from different fields cannot be taken for granted. We conducted a national survey exploring perceptions of plagiarism among PhD holders registered in the database of the Brazilian National Council for Scientific and Technological Development. This survey was sent to 143,405 PhD holders across the fields, in the sciences, engineering, humanities, and arts, with a response rate of about 20%. The results suggest that core principles about plagiarism are shared among this multidisciplinary community, corroborating Robert K. Merton’s observations that concerns over plagiarism and priority disputes are not field specific. This study offers insight into the way plagiarism is perceived in this community and sheds light on the problem for international collaborative research networks. The data focus on a particular research system in Latin America, but, given the cultural similarities that bind most Latin American nations, these results may be relevant to other PhD populations in the region and should provide an opportunity for comparison with studies from other emerging, non-Anglophone regions.
DOI: 10.6084/m9.figshare.17429324.v1
title: Perceptions of plagiarism among PhDs across the sciences, engineering, humanities, and arts: Results from a national survey in Brazil

description: Plagiarism allegations are not rare in the history of science, and credit for prior work was and continues to be a source of disputes, involving notions of priority of discovery and of plagiarism. However, consensus over what constitutes plagiarism among scientists from different fields cannot be taken for granted. We conducted a national survey exploring perceptions of plagiarism among PhD holders registered in the database of the Brazilian National Council for Scientific and Technological Development (CNPq). This survey was sent to 143,405 PhD holders across the fields, including biologists, physicists, mathematicians, and engineers as well as linguists, philosophers, and anthropologists, with a 20% response rate. The results suggest that core principles about plagiarism are shared among this multidisciplinary community, thus corroborating Robert K. Merton’s observations that concerns over plagiarism and priority disputes are not field specific. This study offers insight into the way plagiarism is perceived in the research community and sheds light on the problem in the context of international collaborative research networks. The data focus on a particular research system in Latin America, but, given the cultural similarities that bind most Latin-American nations, these results may be relevant to other PhD populations in the region and should provide an opportunity for comparison with studies from other emerging, non-Anglophone regions.
DOI: 10.17632/dzv9zsc438.1
title: RANDOMISED CONTROL TRIAL TO COMPARE THE EFFICACY OF SHIRA MICROCLAMPS AND ACLAND MICROCLAMPS IN MICROVASCULAR ANASTOMOSIS

description: STUDY DESIGN
A single centre, parallel group, randomised control clinical trial on 30 patients requiring microvascular anastomosis. The selected patients were randomly divided into two groups: 
Group 1, n=15 (Control): Microvascular anastomosis using Acland microclamp.
Group 2, n=15: Microvascular anastomosis using Shira microclamp. 
PARTICIPANTS AND SETTING 
The study was conducted in the Department of Plastic Surgery and Department of Maxillofacial Surgery, AIIMS Jodhpur. The randomisation was done using randomisation allocation software 2.0. The generated codes were sealed in sequentially numbered opaque envelopes. Informed consent was taken from all the participants of the study. The participants were recruited using the following inclusion and exclusion criteria:
Inclusion criteria
1.	All patients requiring microvascular anastomosis.
2.	Patients willing to consent for the study. 
Exclusion criteria 
1.	Presence of active infection.
2.	Patients unfit for surgery.
3.	Patients requiring end to side anastomosis.
Data Collection:
1.	Assessment of patency of anastomosis by direct examination of the flap to evaluate the success rate.
2.	Calculation of  clamping time from clamping to de-clamping the vessel.
3.	Calculation of anastomosis time from grasping the needle with the needle holder to cutting of the last suture.
4.	Assessment of the need for clamp flipping.
5.	Assessment of need of assistance using Shira clamp compared to Acland clamp.
6.	Evaluation of ease of use.
DOI: 10.17632/dzv9zsc438.2
title: RANDOMISED CONTROL TRIAL TO COMPARE THE EFFICACY OF SHIRA MICROCLAMPS AND ACLAND MICROCLAMPS IN MICROVASCULAR ANASTOMOSIS

description: STUDY DESIGN
A single centre, parallel group, randomised control clinical trial on 30 patients requiring microvascular anastomosis. The selected patients were randomly divided into two groups: 
Group 1, n=15 (Control): Microvascular anastomosis using Acland microclamp.
Group 2, n=15: Microvascular anastomosis using Shira microclamp. 
PARTICIPANTS AND SETTING 
The study was conducted in the Department of Plastic Surgery and Department of Maxillofacial Surgery, AIIMS Jodhpur. The randomisation was done using randomisation allocation software 2.0. The generated codes were sealed in sequentially numbered opaque envelopes. Informed consent was taken from all the participants of the study. The participants were recruited using the following inclusion and exclusion criteria:
Inclusion criteria
1.	All patients requiring microvascular anastomosis.
2.	Patients willing to consent for the study. 
Exclusion criteria 
1.	Presence of active infection.
2.	Patients unfit for surgery.
3.	Patients requiring end to side anastomosis.
Data Collection:
1.	Assessment of patency of anastomosis by direct examination of the flap to evaluate the success rate.
2.	Calculation of  clamping time from clamping to de-clamping the vessel.
3.	Calculation of anastomosis time from grasping the needle with the needle holder to cutting of the last suture.
4.	Assessment of the need for clamp flipping.
5.	Assessment of need of assistance using Shira clamp compared to Acland clamp.
6.	Evaluation of ease of use.
DOI: 10.17632/sgw9t49xyg.1
title: Visualization of direct and diffusion-assisted RAD51 nucleation by full-length human BRCA2 protein. Belan et al

description: A pdf file containing raw images, micrographs, gel images, western blots, 2D scan and kymograph for manuscript entitled 'Visualization of direct and diffusion-assisted RAD51 nucleation by full-length human BRCA2 protein' by Belan et al, 2023.
DOI: 10.7488/ds/3255
title: Nung controlled elicitation - Definiteness of Classifier-Noun phrases in Object position

description: This item contains fieldwork data of Nung (Kra-Dai language spoken in northern Vietnam). The data is collected with the aim to study the definiteness of Classifier-Noun phrases in the Object position of a sentence. This item contains sets of questions prepared by the researcher for the elicitation of data, participants' responses to the questions and text messages exchanged between the researcher and participants for the elicitation of data. The content of this item is in Vietnamese, which is the primary language the researcher used to communicate with the participants of this project.
description: Please refer to Readme.txt
DOI: 10.5281/zenodo.8171076
title: Papers on Google Scholar using "sonification, auditory display, audification, sonify" as search terms

description: Data set from a Google Scholar search in January 2023 on the terms "sonification, auditory display, audification, sonify" and added abstracts from various online ressources and keywords (automatically extracted from the abstracts only), containing: their title, a website/URL (as referenced by Google scholar), author(s), publisher information, their google rank in our search, publication year, the number of citations; paper abstracts; keywords generated from abstracts.
description: Accopanying the paper at the Audio mostly Conference 2023: Reflecting on qualitative and quantitative data to frame criteria for effective sonification design Katharina Groß-Vogt, Kajetan Enge, IOhannes m. zmölnig
description: {"references": ["Katharina Gro\u00df-Vogt et al. (2023), Reflecting on qualitative and quantitative data to frame criteria for effective sonification design, Proc. of the Audio Mostly Conference 2023"]}
DOI: 10.7488/ds/3254
title: Nung controlled elicitation - Specific and non-specific noun phrases

description: This item contains data on specific and non-specific indefinite noun phrases in Nung (Kra-Dai language spoken in Vietnam). It contains questions prepared by the researcher for the elicitation of data, participants' responses to the questions, text messages exchanged between the researcher and participants for the elicitation of data and notes written by the researcher following audio calls with participants for the elicitation of data.The research question this set of data addresses is whether the syntactic distribution of Classifier-Noun construction in Nung is relevant to specificity. The primary language the researcher used to communicate with the participants of this project is Vietnamese, thus the question sets, responses and text messages are in Vietnamese. The notes written by the researcher are in English.
description: Please refer to Readme.txt
DOI: 10.7488/ds/3257
title: Nung controlled elicitation - Unique definite and kind-referring noun phrases

description: This item contains data related to unique definite and kind-referring noun phrases in Nung (Kra-Dai language spoken in Vietnam). It contains two sets of questions prepared by the researcher for the elicitation data, participants' responses to the questions and text messages exchanged between the researcher and participants for the elicitation of data. The research question which the question set addresses is whether the Classifier-Noun construction in Nung has meanings associated to uniqueness. The content of this item is in Vietnamese, which is the primary language the researcher used to communicate with the participants of this project. Please refer to Readme.txt for more details.
description: Refer to Readme.txt
DOI: 10.5281/zenodo.8171075
title: Papers on Google Scholar using "sonification, auditory display, audification, sonify" as search terms

description: Data set from a Google Scholar search in January 2023 on the terms "sonification, auditory display, audification, sonify" and added abstracts from various online ressources and keywords (automatically extracted from the abstracts only), containing: their title, a website/URL (as referenced by Google scholar), author(s), publisher information, their google rank in our search, publication year, the number of citations; paper abstracts; keywords generated from abstracts.
description: Accopanying the paper at the Audio mostly Conference 2023: Reflecting on qualitative and quantitative data to frame criteria for effective sonification design Katharina Groß-Vogt, Kajetan Enge, IOhannes m. zmölnig
description: {"references": ["Katharina Gro\u00df-Vogt et al. (2023), Reflecting on qualitative and quantitative data to frame criteria for effective sonification design, Proc. of the Audio Mostly Conference 2023"]}
DOI: 10.7488/ds/3256
title: Nung narrative - 'A Dog, a Boy and a New Friend'

description: This item contains an audio recording of a narrative told in Nung (Kra-Dai language spoken in Vietnam) and an annotated transcript of the recording. The narrative is based on a book titled `A Dog, A Boy and A New Friend' by Mercer Mayer.
description: Please refer to the file entitled Readme.txt
DOI: 10.7488/ds/7483
title: Nung narrative - Lake Ba Be

description: This item contains an audio recording of a narrative told in Nung (Kra-Dai language spoken in Vietnam) and an annotated transcript of the recording. The narrative is based on the Vietnamese folk story about Lake Ba Be in Bac Kan province of Vietnam. The dataset relates to the publications Lam, E. (2023). "Definiteness of classifier-noun phrases in Nung". Proceedings of TripleAFLA: 9th TripleA workshop for semantic fieldworkers, 29th annual meeting of the Austronesian Formal Linguistics Association, 32-43 and Lam, E. (in press). "Meaning of Classifier-Noun Construction in Nung (Kra-Dai language in Vietnam)". Functions of Language.
DOI: 10.7488/ds/7484
title: Nung narratives based on the Pear Film

description: This item contains two audio recordings of narratives told in Nung (Kra-Dai) by two native speakers of the language respectively, as well as annotated transcripts of the two recordings. The narrative is based on the Pear Film (https://www.youtube.com/watch?v=bRNSTxTpG7U&t=3s). The dataset relates to the publications Lam, E. (2023). "Definiteness of classifier-noun phrases in Nung". Proceedings of TripleAFLA: 9th TripleA workshop for semantic fieldworkers, 29th annual meeting of the Austronesian Formal Linguistics Association, 32-43 and Lam, E. (in press). "Meaning of Classifier-Noun Construction in Nung (Kra-Dai language in Vietnam)". Functions of Language.
DOI: 10.5281/zenodo.8185883
title: Perovskite Solar Cells Ageing Dataset

description: This dataset contains cleaned 2,245 ageing test traces (time vs. MPPT PCE/ maximum power point tracking power conversion efficiency) for perovskite solar cells with various device stacks and architectures in the pickle (.pkl) format. The dataset can be loaded with the following commands on Python. <pre><code class="language-python">import pickle5 as pickle import pandas as pd import numpy as np with open('20230303_mySeriesDrop.pkl', "rb") as fh: mySeriesDrop = pickle.load(fh)</code></pre> The following command can be used to call a specific row (row 0) within the dataset. <pre><code class="language-python">mySeriesDrop[0]</code></pre> The next steps to use the dataset is using scaling/ normalisation (for instance using sklearn.preprocessing.MaxAbsScaler) and smoothing (for instance using Savitzky-Golay filter). The code to run the complete analysis, including self-organising map clustering, can be accessed here: https://doi.org/10.5281/zenodo.8181602.
DOI: 10.5281/zenodo.8185882
title: Perovskite Solar Cells Ageing Dataset

description: This dataset contains cleaned 2,245 ageing test traces (time vs. MPPT PCE/ maximum power point tracking power conversion efficiency) for perovskite solar cells with various device stacks and architectures in the pickle (.pkl) format. The dataset can be loaded with the following commands on Python. <pre><code class="language-python">import pickle5 as pickle import pandas as pd import numpy as np with open('20230303_mySeriesDrop.pkl', "rb") as fh: mySeriesDrop = pickle.load(fh)</code></pre> The following command can be used to call a specific row (row 0) within the dataset. <pre><code class="language-python">mySeriesDrop[0]</code></pre> The next steps to use the dataset is using scaling/ normalisation (for instance using sklearn.preprocessing.MaxAbsScaler) and smoothing (for instance using Savitzky-Golay filter). The code to run the complete analysis, including self-organising map clustering, can be accessed here: https://doi.org/10.5281/zenodo.8181602.
DOI: 10.18712/nsd-nsd3131-v1
title: An Occupational Mechanical Job Exposure Index based on five Norwegian nationwide Surveys of Living Conditions on work environment

description: The Nordic countries have a rich history of using high-quality register data for research purposes. However, these data often lack crucial information related to working conditions, which is vital for studying social inequalities in health and social epidemiology. To address this gap, job exposure matrices (JEMs) have been developed based on job titles to provide information on various exposures and stressors. Although JEMs offer advantages in enriching register data, they also pose challenges such as misclassification. 

Building upon the work of Hanvold et al., who constructed a JEM for mechanical job exposures in Norway using data from the Survey of Living Conditions in 2006 and 2009, this study expands upon their efforts by extending and improving the  job exposure matrix. Three additional surveys from 2013, 2016, and 2019 were included, requiring the creation of a correspondence table between occupational codes across the surveys. This expansion resulted in a larger dataset, enhancing the statistical precision of estimates.

Furthermore, the JEM was applied to Norwegian register data, and the predictive validity of the JEM was examined using disability benefits, mortality, and the number of long-term sick absence periods as health outcomes. Concurrent validity was assessed by considering lower back pain and long-term sick leave. In contrast to previous research focusing on specific exposures and diagnoses, this study adopts a broader approach by developing an Occupational Mechanical Job Exposure Index to summarize mechanical job exposures. The ultimate goal is to use this index for future analyses of Norwegian register data, drawing upon traditions in social policy, health inequality research, and labor market analysis.

The Occupational Mechanical Job Exposure Index  is documentet and validated in: 
Hermansen, Å., Dahl, E. Constructing and validating an Occupational Mechanical Job Exposure Index based on five Norwegian nationwide Surveys of Living Conditions on work environment. BMC Public Health 22, 2028 (2022). https://doi.org/10.1186/s12889-022-14460-7

The script that documents how the eight exposures were calculated and the JEM constructed is hereby made accessible for other researcher who want to use the JEM and the Occupational Mechanical Job Exposure Index in their research.
DOI: 10.5281/zenodo.8152132
title: From strain to displacement: using deformation to enhance distributed acoustic applications

description: <strong>Recovering displacement from distributed acoustic sensing data for seismic applications</strong> This repository contains the data to reproduce the figures presented in the following article: <em>Trabattoni, A., Biagioli, F., Strumia, C., van den Ende, M., Scotto di Uccio. F., </em><em>Festa, G., Rivet, D., Sladen, A., Ampuero J. P., Métaxian, J. P., Stutzmann, E. (2023). </em><strong>From strain to displacement: using deformation to enhance distributed acoustic applications</strong><em>. </em><em>Geophysical Journal International.</em> This article covers three geographic area separated into separate folders. More details can be found in the related articles.
DOI: 10.5281/zenodo.7920109
title: Jet experiments in fractal conduits

description: Jet experiments performed by changing 1) The fractal dimension of the conduit inner surface (D equal to 2, 2.18 an 2.99) 2) The pressure ratio between the high-pressure reservoir and atmosphere (P=2,4,6,8)
DOI: 10.5281/zenodo.8157127
title: Several Hamiltonian training datasets for HamGNN

description: Several Hamiltonian training datasets for HamGNN
DOI: 10.5281/zenodo.8157128
title: Several Hamiltonian training datasets for HamGNN

description: Several Hamiltonian training datasets for HamGNN
DOI: 10.5281/zenodo.8185766
title: Several Hamiltonian training datasets for HamGNN

description: Several Hamiltonian training datasets for HamGNN