cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24566443
title: DT_Data

description: raw data of "Functional near-infrared spectroscopy evidence of cognitive-motor interference in different dual tasks"
DOI: 10.6084/m9.figshare.24566443.v1
title: DT_Data

description: raw data of "Functional near-infrared spectroscopy evidence of cognitive-motor interference in different dual tasks"
DOI: 10.6084/m9.figshare.23650596.v1
title: Rank Strand Galaxy data files

description: Design, operation and service data for Galaxy stage lighting control system.
DOI: 10.5519/qd.h5y12jus
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.21338/ess4e04_6
title: ESS4 - integrated file, edition 4.6 (Austria and Lithuania not included)
DOI: 10.6084/m9.figshare.24631404
title: Data of the article "Engineered pine endophytic Bacillus toyonensis with nematocidal and colonization abilities for pine wilt disease control"

description: Data of the article "Engineered pine endophytic Bacillus toyonensis with nematocidal and colonization abilities for pine wilt disease control"
DOI: 10.6084/m9.figshare.24631404.v1
title: Data of the article "Engineered pine endophytic Bacillus toyonensis with nematocidal and colonization abilities for pine wilt disease control"

description: Data of the article "Engineered pine endophytic Bacillus toyonensis with nematocidal and colonization abilities for pine wilt disease control"
DOI: 10.34740/kaggle/dsv/7043264
title: 2021 World Population (updated daily)
DOI: 10.5281/zenodo.10203662
title: RELATIONSHIP BETWEEN NUTRIENT PROFILES, CARBON, AND WATER FOOTPRINT OF HOSPITAL MENUS
DOI: 10.5281/zenodo.10203663
title: RELATIONSHIP BETWEEN NUTRIENT PROFILES, CARBON, AND WATER FOOTPRINT OF HOSPITAL MENUS
DOI: 10.6084/m9.figshare.24548374
title: 平衡面板数据

description: 基于数据的可用性和可靠性，本研究采用2021年长江经济带108—2008个地级市的平衡面板数据（考虑数据可用性，不包括2011年的铜仁市和毕节市），共纳入1596个样本观测值。这些数据来源包括《中国统计年鉴》、《中国城市统计年鉴》、《中国环境统计年鉴》、《中国科技统计年鉴》以及省市统计年鉴等出版物。在处理缺失值时，使用线性插值方法来确保按比例处理和分配每个省份的数据，以保持一致性。由于数据的机密性，仅显示部分数据，如有必要，您可以通过电子邮件与我们联系
DOI: 10.6084/m9.figshare.24548374.v2
title: 平衡面板数据

description: 基于数据的可用性和可靠性，本研究采用2021年长江经济带108—2008个地级市的平衡面板数据（考虑数据可用性，不包括2011年的铜仁市和毕节市），共纳入1596个样本观测值。这些数据来源包括《中国统计年鉴》、《中国城市统计年鉴》、《中国环境统计年鉴》、《中国科技统计年鉴》以及省市统计年鉴等出版物。在处理缺失值时，使用线性插值方法来确保按比例处理和分配每个省份的数据，以保持一致性。由于数据的机密性，仅显示部分数据，如有必要，您可以通过电子邮件与我们联系
DOI: 10.34740/kaggle/dsv/7043279
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.6084/m9.figshare.24631350
title: Beyond Code: Is there a difference between comments in visual and textual languages?

description: <b>Context</b>: Code comments are crucial in understanding, maintenance, and extensibility of source code. To further understand the information embedded in comments and how to leverage that information for various tasks, previous work has proposed several taxonomies of information types. However, they are limited to comments of textual languages, especially object-oriented ones. Since Simulink, a visual modeling language, offers to embed visual information and features a variety of ways to comment a model, previous taxonomies are not directly transferrable to it. In this work, we extend a multi-language comment taxonomy onto new types of comments as well as two new languages: Simulink and MATLAB. Furthermore, we give a qualitative and quantitative overview of Simulink commenting practices and compare it to commenting practices in textual languages.<b>Methods</b>: In this study, we analyze a set of 59,267 comments from 2,833 Simulink open-source projects consisting of 9,095 Simulink models and 17,792 MATLAB source code files. We identify various types of comments used in Simulink and MATLAB, how often these types are used, classify their information, and analyze their correlations with model metrics. We also analyze the commenting guidelines of Simulink and MATLAB and explore whether developers follow these guidelines in their comments.<br>We manually analyze 757 comments of this set to extend the multi-language comment taxonomy of textual languages and compare the commenting practices in textual languages and visual languages.<b>Results</b>: We create a taxonomy named SCoT (Simulink Comment Taxonomy) for classifying comments, which contains 25 categories.<br>We find, that Simulink comments show a high degree of duplication and are used at all levels of the subsystem hierarchy of Simulink models, especially at the root level. Of all types of comments, Annotations are used most often, while Notes are hardly used at all. Our results indicate that Simulink developers prefer to add new comments rather than adding to existing ones. Also, they rarely follow the standard guidelines (although there are only few guidelines).<br>Overall, we find that Simulink comment information diversity and distribution is comparable to textual languages.<b>Impact</b>: Our study highlights, how little comment information varies across programming languages. Such findings can help researchers and developers build documentation tools based on commenting practices for polyglot environments.
DOI: 10.6084/m9.figshare.24631350.v1
title: Beyond Code: Is there a difference between comments in visual and textual languages?

description: <b>Context</b>: Code comments are crucial in understanding, maintenance, and extensibility of source code. To further understand the information embedded in comments and how to leverage that information for various tasks, previous work has proposed several taxonomies of information types. However, they are limited to comments of textual languages, especially object-oriented ones. Since Simulink, a visual modeling language, offers to embed visual information and features a variety of ways to comment a model, previous taxonomies are not directly transferrable to it. In this work, we extend a multi-language comment taxonomy onto new types of comments as well as two new languages: Simulink and MATLAB. Furthermore, we give a qualitative and quantitative overview of Simulink commenting practices and compare it to commenting practices in textual languages.<b>Methods</b>: In this study, we analyze a set of 59,267 comments from 2,833 Simulink open-source projects consisting of 9,095 Simulink models and 17,792 MATLAB source code files. We identify various types of comments used in Simulink and MATLAB, how often these types are used, classify their information, and analyze their correlations with model metrics. We also analyze the commenting guidelines of Simulink and MATLAB and explore whether developers follow these guidelines in their comments.<br>We manually analyze 757 comments of this set to extend the multi-language comment taxonomy of textual languages and compare the commenting practices in textual languages and visual languages.<b>Results</b>: We create a taxonomy named SCoT (Simulink Comment Taxonomy) for classifying comments, which contains 25 categories.<br>We find, that Simulink comments show a high degree of duplication and are used at all levels of the subsystem hierarchy of Simulink models, especially at the root level. Of all types of comments, Annotations are used most often, while Notes are hardly used at all. Our results indicate that Simulink developers prefer to add new comments rather than adding to existing ones. Also, they rarely follow the standard guidelines (although there are only few guidelines).<br>Overall, we find that Simulink comment information diversity and distribution is comparable to textual languages.<b>Impact</b>: Our study highlights, how little comment information varies across programming languages. Such findings can help researchers and developers build documentation tools based on commenting practices for polyglot environments.
DOI: 10.6084/m9.figshare.24631407
title: De_Oliveira_et_al._Minimal_Data_Set.sav

description: There has been an increase in female incarcerated offenders nationally and internationally. Despite this trend, literature and research on female offenders remain limited compared to their male counterparts. Evidence of the relationship between certain personality disorders and offending behaviour has led numerous countries to prioritise identifying and assessing personality disorders among the offender population. Psychopathic personality traits may contribute to women’s risk factors for expressing antisocial behaviours, resulting in their potential future incarceration. Thus, a need exists to understand possible factors that may predict the expression of psychopathic traits in females, which may have notable utility among female offenders. This study aimed to investigate possible predictor variables of psychopathy amongst incarcerated female offenders in South Africa. A quantitative research approach, non-experimental research type, and correlational research design were employed. A convenience sampling technique was used. The sample consisted of 139 (<i>N</i>=139) female offenders housed in two correctional centres in South Africa who voluntarily participated in this study. Correlation analyses and hierarchical regression analysis procedures were conducted to analyse the results. Results indicated (i) a certain combination of predictor variables that statistically and practically significantly explained both primary and secondary psychopathy and (ii) individual predictor variables (e.g., Impulsivity, Simple Tasks, Risk-Seeking, and Self-Centredness) that explained both primary and secondary psychopathy statistically and practically significantly. This study provided valuable information about the possible predictor variables of psychopathy amongst female offenders within the context of South Africa. However, further research must be conducted to validate these findings and advance our knowledge on this topic.
DOI: 10.6084/m9.figshare.24631407.v1
title: De_Oliveira_et_al._Minimal_Data_Set.sav

description: There has been an increase in female incarcerated offenders nationally and internationally. Despite this trend, literature and research on female offenders remain limited compared to their male counterparts. Evidence of the relationship between certain personality disorders and offending behaviour has led numerous countries to prioritise identifying and assessing personality disorders among the offender population. Psychopathic personality traits may contribute to women’s risk factors for expressing antisocial behaviours, resulting in their potential future incarceration. Thus, a need exists to understand possible factors that may predict the expression of psychopathic traits in females, which may have notable utility among female offenders. This study aimed to investigate possible predictor variables of psychopathy amongst incarcerated female offenders in South Africa. A quantitative research approach, non-experimental research type, and correlational research design were employed. A convenience sampling technique was used. The sample consisted of 139 (<i>N</i>=139) female offenders housed in two correctional centres in South Africa who voluntarily participated in this study. Correlation analyses and hierarchical regression analysis procedures were conducted to analyse the results. Results indicated (i) a certain combination of predictor variables that statistically and practically significantly explained both primary and secondary psychopathy and (ii) individual predictor variables (e.g., Impulsivity, Simple Tasks, Risk-Seeking, and Self-Centredness) that explained both primary and secondary psychopathy statistically and practically significantly. This study provided valuable information about the possible predictor variables of psychopathy amongst female offenders within the context of South Africa. However, further research must be conducted to validate these findings and advance our knowledge on this topic.
DOI: 10.5281/zenodo.1312319
title: DataCrate: a method of packaging, distributing, displaying and archiving Research Objects

description: In characterizing the term Research Object the call for proposals for Research Object 2018 uses the phrase "multi-part research outcomes with their context". The DataCrate specification1 is a research data packaging and dissemination specification designed to capture exactly that; outcomes (also inputs) and context.
DataCrate specifies how to gather together data in such a way that it can (a) be packaged via zip, tar, a disc image, a multi-part package or (b) be hosted on a web server or file share for inspection by potential users and/or used directly on High Performance Computing systems or otherwise accessed and analyzed.
DataCrates can contain any kind of data, and the contextual information may include, but is not limited to, data about the people, software and equipment used in the research as well as supporting documents such as publications, funding agreements or README files.
 
description: DataCrate Submisssion to the Workshop on Research Objects
This is a somewhat experimental approach to submitting an extended abstract to a conference. The submission describes the DataCrate standard and the source-files, HTML and PDF versions of the submission are included in a DataCrate package.
DOI: 10.5281/zenodo.1445816
title: Datacrate Submisssion To The Workshop On Research Objects

description: This is a somewhat experimental approach to submitting an extended abstract to a conference. The submission describes the DataCrate standard and the source-files, HTML and PDF versions of the submission are included in a DataCrate package. 

I had to upload a version 2 because of an error putting the reserved DOI in version 1.
DOI: 10.5281/zenodo.1445817
title: DataCrate: a method of packaging, distributing, displaying and archiving Research Objects

description: In characterizing the term Research Object the call for proposals for Research Object 2018 uses the phrase "multi-part research outcomes with their context". The DataCrate specification1 is a research data packaging and dissemination specification designed to capture exactly that; outcomes (also inputs) and context.
DataCrate specifies how to gather together data in such a way that it can (a) be packaged via zip, tar, a disc image, a multi-part package or (b) be hosted on a web server or file share for inspection by potential users and/or used directly on High Performance Computing systems or otherwise accessed and analyzed.
DataCrates can contain any kind of data, and the contextual information may include, but is not limited to, data about the people, software and equipment used in the research as well as supporting documents such as publications, funding agreements or README files.
 
description: DataCrate Submisssion to the Workshop on Research Objects
This is a somewhat experimental approach to submitting an extended abstract to a conference. The submission describes the DataCrate standard and the source-files, HTML and PDF versions of the submission are included in a DataCrate package.
DOI: 10.6084/m9.figshare.24631503
title: Fractures and faults across intrusion-induced forced folds: a georesource perspective

description: S2, natural forced fold vertices
DOI: 10.6084/m9.figshare.24631503.v1
title: Fractures and faults across intrusion-induced forced folds: a georesource perspective

description: S2, natural forced fold vertices
DOI: 10.6084/m9.figshare.24631509.v1
title: Fractures and faults across intrusion-induced forced folds: a georesource perspective

description: S1, modelled forced fold vertices
DOI: 10.6084/m9.figshare.24631509
title: Fractures and faults across intrusion-induced forced folds: a georesource perspective

description: S1, modelled forced fold vertices
DOI: 10.5281/zenodo.7322604
title: Hydraulic conductivity technical note

description: Experimental data and code related to paper "A new experimental setup to measure hydraulic conductivity of plant segments": https://doi.org/10.1093/aobpla/plad024
The interactive version can be found at: https://renkulab.io/projects/louis.krieger/hydraulic-conductivity-technical-note
Once there, you can start the project and interact.
If you would like to run it locally in a python 3.6 environment, you will need to install the requirements.txt before using notebooks.
 
Contents:
All renku commands are run from the home folder of the repository to create the graphs and the paper itself.
First the equations used in other notebooks were derived and exported.
Then the calibrations of the pressure sensors were run.
Next the graph are created from the notebook graphs_for_paper.ipynb using the first renku command.
Followed by using those graphs to compile the paper itself from paper1.tex with the second command.
Finally, the SI latex is created from the notebook itself.
Additional notebooks where the graphs are a bit more in context can be found in the subfolder in notebooks:
All the raw data files are also available, as well as additional images used in the write-ups.
DOI: 10.5281/zenodo.7883733
title: Hydraulic conductivity technical note

description: Experimental data and code related to paper on a method for measuring hydraulic conductivity. The interactive version can be found at: https://renkulab.io/projects/louis.krieger/hydraulic-conductivity-technical-note
DOI: 10.5281/zenodo.8199243
title: Hydraulic conductivity technical note

description: Experimental data and code related to paper "A new experimental setup to measure hydraulic conductivity of plant segments": https://doi.org/10.1093/aobpla/plad024
The interactive version can be found at: https://renkulab.io/projects/louis.krieger/hydraulic-conductivity-technical-note
Once there, you can start the project and interact.
If you would like to run it locally in a python 3.6 environment, you will need to install the requirements.txt before using notebooks.
 
Contents:
All renku commands are run from the home folder of the repository to create the graphs and the paper itself.
First the equations used in other notebooks were derived and exported.
Then the calibrations of the pressure sensors were run.
Next the graph are created from the notebook graphs_for_paper.ipynb using the first renku command.
Followed by using those graphs to compile the paper itself from paper1.tex with the second command.
Finally, the SI latex is created from the notebook itself.
Additional notebooks where the graphs are a bit more in context can be found in the subfolder in notebooks:
All the raw data files are also available, as well as additional images used in the write-ups.
DOI: 10.15128/r1v405s944n
title: An implicit Material Point Method for micropolar solids undergoing large deformations [dataset]

description: Modelling the mechanical behaviour of structural systems where the system size approaches that of the material microstructure (such as in MEMS) presents challenges to the standard continuum assumption and classical models can fail to predict important phenomena. Of the various non-conventional continuum frameworks developed to tackle this issue, the micropolar (Cosserat) continuum is widely acknowledged as a suitable and rigorous alternative for its ability to naturally predict size effects by introducing characteristic length scales. This work proposes an implementation of geometrically non-linear micropolar theory using an implicit Material Point method, for the purpose of simulating nanoscale large-deformation problems involving Hookean materials. The framework employs an analytically-derived consistent tangent, and is verified with a novel benchmark problem derived using the Method of Manufactured Solutions. Due to similarities between the methods, many aspects of the formulation could be used to construct an Updated Lagrangian Finite Element Method.
DOI: 10.6084/m9.figshare.24631527
title: Hewitt et al Is air pollution exposure linked to household income? Spatial analysis of Community Multiscale Air Quality Model results for Madrid (Data and scripts)

description: This study explores the potential correlation between income and exposure to air pollution for the city of Madrid, Spain and its neighboring municipalities. Madrid is a well-known European air pollution hotspot with a high mortality burden attributable to nitrogen dioxide (NO2) and fine particulate matter (PM2.5). Statistical analyses were carried out using electoral district level data on gross household income (GHI), and NO2 and PM2.5 concentrations in air obtained from a mesoscale air quality model for the study area. We applied linear regression, bivariate spatial correlation analysis, spatial autoregression and geographically weighted regression to explore the relationship between contaminants and income. Three different strategies were adopted to harmonize data for analysis. While some strategies suggested a link between income and air pollution, others did not, highlighting the need for multiple different approaches where uncertainty is high. Our findings offer important lessons for future spatial geographical studies of air pollution in cities worldwide. In particular we highlight the limitations of census-scale socio-economic data and the lack of non-model derived high-resolution air quality measurement data for many cities and offers lessons for policy makers on improving the integration of these types of essential public information.
DOI: 10.6084/m9.figshare.24631527.v1
title: Hewitt et al Is air pollution exposure linked to household income? Spatial analysis of Community Multiscale Air Quality Model results for Madrid (Data and scripts)

description: This study explores the potential correlation between income and exposure to air pollution for the city of Madrid, Spain and its neighboring municipalities. Madrid is a well-known European air pollution hotspot with a high mortality burden attributable to nitrogen dioxide (NO2) and fine particulate matter (PM2.5). Statistical analyses were carried out using electoral district level data on gross household income (GHI), and NO2 and PM2.5 concentrations in air obtained from a mesoscale air quality model for the study area. We applied linear regression, bivariate spatial correlation analysis, spatial autoregression and geographically weighted regression to explore the relationship between contaminants and income. Three different strategies were adopted to harmonize data for analysis. While some strategies suggested a link between income and air pollution, others did not, highlighting the need for multiple different approaches where uncertainty is high. Our findings offer important lessons for future spatial geographical studies of air pollution in cities worldwide. In particular we highlight the limitations of census-scale socio-economic data and the lack of non-model derived high-resolution air quality measurement data for many cities and offers lessons for policy makers on improving the integration of these types of essential public information.
DOI: 10.5281/zenodo.10203357
title: Supporting information for the paper "High peak current lightning and the production of Elves"

description: Supporting data for the paper "High peak current lightning and the production of Elves" by I. Bjørge-Engeland et al.
DOI: 10.5281/zenodo.10203358
title: Supporting information for the paper "High peak current lightning and the production of Elves"

description: Supporting data for the paper "High peak current lightning and the production of Elves" by I. Bjørge-Engeland et al.
DOI: 10.5517/ccdc.csd.cc26gzpc
title: CCDC 2040193: Experimental Crystal Structure Determination

description: Related Article: Li Shen, Xiao-Peng Zou, Wan-Shan Li, Attila Mándi, Tibor Kurtán, Jun Wu|2021|Bioorg.Chem.|111|104888|doi:10.1016/j.bioorg.2021.104888
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.