cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10055706
title: A systems analysis of sustainability impacts of agricultural policies in India - Supporting Information

description: This Supporting Information provides additional details about the HTE framework applied to study sustainability challenges and interventions in the rice-wheat cropping system of Punjab, India. It includes: 
Supp. Info Word document with: 

Text S1-S2 (Table S1-S3) on detailed quantitative model set-up and model validation and sensitivity analysis results
Text S3-S4 (Table S4-S5) on methods used to evaluate the impacts of interventions on interactions, specifying direct (structural) and indirect (quantitative) changes as well as sustainability benefits using the inclusive wealth approach.
Text S5 on expert interviews conducted to inform choice of policy options analyzed in this work 
 
Supp. Info Excel spreadsheet Data Set S1 with the following tables:
Data Table SD1: List of system components and their attributes
Data Table SD2: Detailed interaction matrix between system components
Data Table SD3: Attributes of crops and residues: crop production, protein content and residue generation
Data Table SD4: Attributes of crops: use of agricultural inputs for crop production 
Data Table SD5: Attributes of technical components: Emission factors and GWP
Data Table SD6: Values of system components' attributes at t=1 (year=2019)
Data Tables SD7-SD14: Detailed quantitative impacts of interventions on sustainability metrics
DOI: 10.5281/zenodo.10368475
title: Machine Learning Augmented DA Code and Data
DOI: 10.5281/zenodo.8112826
title: Dataset of historical prediction of ash dispersal of the Sakurajima Taisho eruption

description: This dataset contains all outputs of the VATDM simulation of the Sakurajima Taisho eruption using the PUFF model with GSM-GPV as the wind fields from July 2018 to December 2022. The details of the simulation process and the model inputs follow Rahadianto et al. (2022). Each file describes the location (latitude and longitude) of the deposit with its depth in cm for each prediction lead time in descending order (24, 18, 12, 6, 0 hours ahead). Only CSV format is available, and each file named based on the date of the simulation, grouped within a yearly folder. Please extract the zip file to access each file.
DOI: 10.5281/zenodo.8223967
title: BepiColombo Outgassing Study Dataset 2023

description: This dataset contains all data presented in the time series figures of the paper: "Spacecraft outgassing observed by the BepiColombo ion spectrometers" submitted to JGR Space Physics in August 2023 by M.Fraenz et al. Data are sorted by figure plot title and formatted in ASCII Cluster Exchange Format (CEF).
DOI: 10.17026/dans-z3c-f26d
title: Thematische collectie: Oral History

description: Oral History, ook wel gebruik van mondelinge bronnen genoemd, houdt in dat herinneringen van een persoon worden vastgelegd op (digitaal) beeld- en geluidsmateriaal, zodat deze herinneringen vervolgens als historische bron kunnen dienen. Materiaal uit Oral history-onderzoek bevat vaak informatie die anders verloren zou gaan. Daarnaast geeft het inzicht in de manier waarop mensen omgaan met, en betekenis geven aan wat ze hebben meegemaakt in bijvoorbeeld oorlogssituaties.
DOI: 10.5525/gla.researchdata.1583
title: Rapid adaptation through genomic and epigenomic responses following translocations in an endangered salmonid
DOI: 10.5281/zenodo.10598271
title: Sensebox data measured in Valencia/ Spain on October 7, 2023

description: This sample data was collected with a senseBox home in Valencia, Spain, on October 7, 2023 to obtain data on the variation of meteorological parameters in an urban area and to draw conclusions on the correlations between the dimensions of buildings, green areas and other aspects of urban planning. 

The senseBox home by Reedu GmbH & Co. KG (https://sensebox.shop/product/sensebox-home) is a device that has been specially designed for flexible use in citizen science projects. As it is mainly developed for educational tasks, the focus is on the learning effect of assembling and programming the device yourself. This means that many different sensors, can be connected via a web-based dashboard platform and an active hobbyist community is constantly developing the platform and supporting the users. SenseBox has an easy to program microcontroller unit to which various sensors (e.g. air quality, air temperature, physical soil/air properties) can be connected. 

Following parameters were sampled and can be found in the datafile: Time in UTC,  Lat (WGS64) in o(N),  Lon (WGS64) in o(E), Temperature (T) in oC, relative humidity in %,    atmospheric pressure_Pa, particle matter (pm25) in μg/cm3, particle matter (pm10) in μg/cm3.
DOI: 10.5281/zenodo.10598272
title: Sensebox data measured in Valencia/ Spain on October 7, 2023

description: This sample data was collected with a senseBox home in Valencia, Spain, on October 7, 2023 to obtain data on the variation of meteorological parameters in an urban area and to draw conclusions on the correlations between the dimensions of buildings, green areas and other aspects of urban planning. 

The senseBox home by Reedu GmbH & Co. KG (https://sensebox.shop/product/sensebox-home) is a device that has been specially designed for flexible use in citizen science projects. As it is mainly developed for educational tasks, the focus is on the learning effect of assembling and programming the device yourself. This means that many different sensors, can be connected via a web-based dashboard platform and an active hobbyist community is constantly developing the platform and supporting the users. SenseBox has an easy to program microcontroller unit to which various sensors (e.g. air quality, air temperature, physical soil/air properties) can be connected. 

Following parameters were sampled and can be found in the datafile: Time in UTC,  Lat (WGS64) in o(N),  Lon (WGS64) in o(E), Temperature (T) in oC, relative humidity in %,    atmospheric pressure_Pa, particle matter (pm25) in μg/cm3, particle matter (pm10) in μg/cm3.
DOI: 10.5525/gla.researchdata.1078
title: Rapid adaptation through genomic and epigenomic responses following translocations in an endangered salmonid
DOI: 10.11588/data/14rxkl
title: Facile two-step Synthesis of para-Dithienopyrazines [data]

description: N-Heteropolycyclic compounds are valuable building blocks in organic electronic devices. In this work, a convenient route for the synthesis of para-dithienopyrazines from readily available starting materials is described. A cascade of nucleophilic aromatic substitution and subsequent bidirectional hydrothiolation of alkynes was used as a key step. In total, seven new target compounds were synthesized and investigated regarding their photophysical properties. In solution, these molecules act as blue emitters, which turn to green upon addition of an acid, which demonstrates their potential use as proton sensors. Data includes: CV, IR, MS, NMR, UV VIS and XRAY Data for the compounds in the manuscript
DOI: 10.5281/zenodo.10597686
title: Sverdlovsk UFSIN News Crawl Pt.1

description: WARC files produced by a webcrawl of Sverdlovsk UFSIN news online resource. WARC reader is necessary to view files.
DOI: 10.5281/zenodo.10597687
title: Sverdlovsk UFSIN News Crawl Pt.1

description: WARC files produced by a webcrawl of Sverdlovsk UFSIN news online resource. WARC reader is necessary to view files.
DOI: 10.5281/zenodo.10083099
title: Dataset Soft tissue and running stiffness
DOI: 10.5281/zenodo.10598063
title: Dataset Soft tissue and running stiffness
DOI: 10.5281/zenodo.10561465
title: Code for project entitled "study on conformal antennas, proof of concept prototype for a UAV"

description: This code is used for developing the project entitled “Study on conformal antennas, proof of concept prototype for a UAV”, from the aspects of theory, design, and implementation.

This code aims to speed up the investigation of an arbitrary phased array antenna and the integrated system by calculating the farfield radiation pattern of one scanning angle in very few seconds, considering the polarized elements, and parametrically defining an array topology. It is particularly suitable to analyze complicated concave and convex surfaces for real applications, as well as large-scale arrays. It can be also easily integrated with other analysis/synthesis methods such as “element switching method”, “amplitude tapering method”, and convex optimization algorithm. Detailed examples are provided in this code for demonstration.
description: Project funding body: Armasuisse Projects (No.8003518609, 8003521510, 8003525429, 8003529739, 8003532452)
DOI: 10.5281/zenodo.10561466
title: Code for project entitled "study on conformal antennas, proof of concept prototype for a UAV"

description: This code is used for developing the project entitled “Study on conformal antennas, proof of concept prototype for a UAV”, from the aspects of theory, design, and implementation.

This code aims to speed up the investigation of an arbitrary phased array antenna and the integrated system by calculating the farfield radiation pattern of one scanning angle in very few seconds, considering the polarized elements, and parametrically defining an array topology. It is particularly suitable to analyze complicated concave and convex surfaces for real applications, as well as large-scale arrays. It can be also easily integrated with other analysis/synthesis methods such as “element switching method”, “amplitude tapering method”, and convex optimization algorithm. Detailed examples are provided in this code for demonstration.
description: Project funding body: Armasuisse Projects (No.8003518609, 8003521510, 8003525429, 8003529739, 8003532452)
DOI: 10.5281/zenodo.10598231
title: Cyprus Parcels

description: Γεωτεμάχια κτηματολογίου.

Source: https://www.data.gov.cy/node/2332
DOI: 10.5281/zenodo.10598232
title: Cyprus Parcels

description: Γεωτεμάχια κτηματολογίου.

Source: https://www.data.gov.cy/node/2332
DOI: 10.5281/zenodo.10573239
title: Vitis Clusters VCF with Named Annotations - No missing spots

description: This document presents a VCF file that encompasses both Vitis species and Vitis Vinifera cultivars. The reference utilized for variant calling is Pinot Noir and the relevant information regarding the tools' parameters for variant calling can be found in the VCF header. For access to the Pinot Noir reference, please visit https://www.grapegenomics.com/pages/PN40024/download.php. The presented VCF underwent filtration using a Python script that excluded lines with "./." entries. As a result, the provided VCF is free from any missing positions. For instance, if there was at least one "./." entry at position 14, it would be disregarded.NGS data: https://www.nature.com/articles/s41467-019-09135-8
DOI: 10.5281/zenodo.10573240
title: Vitis Clusters VCF with Named Annotations - No missing spots

description: This document presents a VCF file that encompasses both Vitis species and Vitis Vinifera cultivars. The reference utilized for variant calling is Pinot Noir and the relevant information regarding the tools' parameters for variant calling can be found in the VCF header. For access to the Pinot Noir reference, please visit https://www.grapegenomics.com/pages/PN40024/download.php. The presented VCF underwent filtration using a Python script that excluded lines with "./." entries. As a result, the provided VCF is free from any missing positions. For instance, if there was at least one "./." entry at position 14, it would be disregarded.NGS data: https://www.nature.com/articles/s41467-019-09135-8
DOI: 10.5281/zenodo.10573120
title: Vitis Clusters VCF with Named Annotations

description: This document presents a VCF file that encompasses both Vitis species and Vitis Vinifera cultivars. The reference utilized for variant calling is Pinot Noir and the relevant information regarding the tools' parameters for variant calling can be found in the VCF header. For access to the Pinot Noir reference, please visit https://www.grapegenomics.com/pages/PN40024/download.php.

NGS data: https://www.nature.com/articles/s41467-019-09135-8
DOI: 10.5281/zenodo.10573121
title: Vitis Clusters VCF with Named Annotations

description: This document presents a VCF file that encompasses both Vitis species and Vitis Vinifera cultivars. The reference utilized for variant calling is Pinot Noir and the relevant information regarding the tools' parameters for variant calling can be found in the VCF header. For access to the Pinot Noir reference, please visit https://www.grapegenomics.com/pages/PN40024/download.php.

NGS data: https://www.nature.com/articles/s41467-019-09135-8
DOI: 10.6084/m9.figshare.25117403
title: Supplementary Material for: The Non-speech Oral Movement Assessment Children (NOMAC)

description: Introduction. Examination of oral movements is often part of an assessment undertaken by a speech and language therapist (SLT). Until now there have been no specific instruments or tests with reference values for typically developing children in Dutch that exclusively evaluate non-speech oral movements in young children. Therefore, a non-speech oral-motor observation list was designed to attempt to bridge this gap: The Non-speech Oral Movement Assessment Children (NOMAC). The aim of this study was to evaluate the psychometric properties of the NOMAC in terms of inter-rater reliability and its’ construct validity. In addition, we aimed to collect reference values for the non-speech oral movements in children. 
Methods. Data from typically developing Dutch children aged 2 to 8 years were collected. Inter-rater reliability was studied by estimating the intra-class correlation coefficient (ICC). Construct validity was investigated by assessing the effect of age group and gender on the mean execution score per item (general linear model). To present normative data the percentage of the children performing a normal oral – motor execution was calculated.
Results. The study includes a total of 318 children, divided into 9 age groups. The inter-rater reliability shows a [sufficient] to [good] ICC for most items. A significant effect of the factor age group for almost all items was seen, confirming a robust construct validity. Normative data are presented with the percentage of the children performing a normal oral movement execution.
Conclusion. Non-speech oral movements can be assessed with the NOMAC in children between 2 to 8 years old and can be compared with values obtained from a normative group. It should be used as part of a clinical feeding and speech assessment. Despite the fact that current insights indicate that oral- motor training has no value for improving mastication, swallowing and speech, it is important to know the status of non-speech oral motor capabilities. With this assessment a complete profile of the child's oral-motor abilities can be achieved, supportive for clinical decision making in SLT.
DOI: 10.6084/m9.figshare.25117403.v1
title: Supplementary Material for: The Non-speech Oral Movement Assessment Children (NOMAC)

description: Introduction. Examination of oral movements is often part of an assessment undertaken by a speech and language therapist (SLT). Until now there have been no specific instruments or tests with reference values for typically developing children in Dutch that exclusively evaluate non-speech oral movements in young children. Therefore, a non-speech oral-motor observation list was designed to attempt to bridge this gap: The Non-speech Oral Movement Assessment Children (NOMAC). The aim of this study was to evaluate the psychometric properties of the NOMAC in terms of inter-rater reliability and its’ construct validity. In addition, we aimed to collect reference values for the non-speech oral movements in children. 
Methods. Data from typically developing Dutch children aged 2 to 8 years were collected. Inter-rater reliability was studied by estimating the intra-class correlation coefficient (ICC). Construct validity was investigated by assessing the effect of age group and gender on the mean execution score per item (general linear model). To present normative data the percentage of the children performing a normal oral – motor execution was calculated.
Results. The study includes a total of 318 children, divided into 9 age groups. The inter-rater reliability shows a [sufficient] to [good] ICC for most items. A significant effect of the factor age group for almost all items was seen, confirming a robust construct validity. Normative data are presented with the percentage of the children performing a normal oral movement execution.
Conclusion. Non-speech oral movements can be assessed with the NOMAC in children between 2 to 8 years old and can be compared with values obtained from a normative group. It should be used as part of a clinical feeding and speech assessment. Despite the fact that current insights indicate that oral- motor training has no value for improving mastication, swallowing and speech, it is important to know the status of non-speech oral motor capabilities. With this assessment a complete profile of the child's oral-motor abilities can be achieved, supportive for clinical decision making in SLT.
DOI: 10.5281/zenodo.8436830
title: Additional Material for Debiasing Architectural Decision-making: An Experiment With Software Practitioners

description: Additional material for ICSE SEET 2024 submission.
DOI: 10.5281/zenodo.8436831
title: Additional Material for Debiasing Architectural Decision-making: An Experiment With Software Practitioners

description: Additional material for ICSE SEET 2024 submission.
DOI: 10.6084/m9.figshare.23043560
title: Dataset S1

description: The synthesized single-cell-type GEP dataset (sctGEP, Dataset S1)<b>simu_bulk_exp_SCT_N10K_S1.h5ad</b>: 11 cell types<b>simu_bulk_exp_SCT_N10K_S1_16sct.h5ad</b>In creating dataset S1, we generated single-cell-type GEPs (sctGEPs) for each cell type by randomly selecting 100 cells from clusters representing the same cell type in 12 scRNA-seq datasets (Dataset S0). We then calculated the average expression values in the transcript per million (TPM) format for each sctGEP.16 types of cells, including subtypes for B cells, CD8$^+$ T cells and fibroblasts.Non-plasma B cells, Plasma B cells, CD4 T, CD8 T (GZMK high), CD8 T effector, DC, Endothelial Cells, Cancer Cells, CAFs, Myofibroblasts, Macrophages, Mast Cells, NK, Neutrophils, Double-neg-like T, Monocytes.
DOI: 10.6084/m9.figshare.23043560.v1
title: Dataset S1

description: The synthesized single-cell GEP dataset (scGEP, Dataset S1)
DOI: 10.48510/fk2/4emt9p
title: Clinical data for primary immunodeficiency patients

description: Data were collected in the grant lzp-2020/1-0269 and contains phenotype description according to Human Phenotype Onthology terminology, for the patients is performed immunological analysis published in https://doi.org/10.3390/vaccines11020354 and doi: 10.3390/v15051146. and for some are performed genome and transcriptome sequencing.
DOI: 10.25381/cput.24581202
title: Improvement of the oxidation stability of biodiesel using natural antioxidants

description: Ethical reference number: 2019FEREC-STD-78The oxidation stability of biodiesel has come to the forefront of studies mainly because of the presence of unsaturated fatty acids derivatives in biodiesel that are readily oxidised, thus resulting in the formation of oxidation products such as peroxides and hydro-peroxides. These products increase biodiesel's acidity, thus forming corrosive acids that can cause engine and fuel pump wear. Furthermore, the process generates undesirable product deposits, such as polymers responsible for obstructing fuel filters and injection systems. These drawbacks have hindered wide use of biodiesel in engine and fuel injection equipment, thus impeding the biodiesel market expansion. To solve this problem, synthetic and natural antioxidants have been introduced as additives to biodiesel. Although synthetic antioxidants are effective at improving oxidation stability, concerns regarding their biosafety have led to a research interest in natural antioxidants. The latter has shown great potential to improve the oxidation stability of biodiesel. In the present study, we investigate the effect of natural antioxidants (vitamins A, C and E) concentrations used separately and in pairs on the oxidative stability of waste cooking oil biodiesel. Studies on the influence of the aforementioned antioxidants on the oxidation stability of waste cooking oil biodiesel are relatively scarce in the literature.<br>
DOI: 10.25381/cput.24581202.v1
title: Improvement of the oxidation stability of biodiesel using natural antioxidants

description: Ethical reference number: 2019FEREC-STD-78The oxidation stability of biodiesel has come to the forefront of studies mainly because of the presence of unsaturated fatty acids derivatives in biodiesel that are readily oxidised, thus resulting in the formation of oxidation products such as peroxides and hydro-peroxides. These products increase biodiesel's acidity, thus forming corrosive acids that can cause engine and fuel pump wear. Furthermore, the process generates undesirable product deposits, such as polymers responsible for obstructing fuel filters and injection systems. These drawbacks have hindered wide use of biodiesel in engine and fuel injection equipment, thus impeding the biodiesel market expansion. To solve this problem, synthetic and natural antioxidants have been introduced as additives to biodiesel. Although synthetic antioxidants are effective at improving oxidation stability, concerns regarding their biosafety have led to a research interest in natural antioxidants. The latter has shown great potential to improve the oxidation stability of biodiesel. In the present study, we investigate the effect of natural antioxidants (vitamins A, C and E) concentrations used separately and in pairs on the oxidative stability of waste cooking oil biodiesel. Studies on the influence of the aforementioned antioxidants on the oxidation stability of waste cooking oil biodiesel are relatively scarce in the literature.<br>
DOI: 10.25381/cput.24574666
title: “The integration of people with disabilities into mainstream employment: a model for provincial government departments”

description: <b>2015FBREC274</b>In this study, face-to-face interviews were employed to collect data. The researcher approached the Office of the Premier to describe the study and indicate the main questions to be answered during the interviews. The official suggested that the Deputy Directors and their Assistants were the most appropriate respondents to be approached.<br>At the end of the discussion, a memorandum of understanding (MOU) was signed and entered into with the provincial department. After signing the MOU, the researcher was taken on a tour of the Department and introduced to staff members. The official from the Office of the Premier then sent out an email to all deputy directors and assistant directors, explaining the study and inviting them to participate.<br>
DOI: 10.25381/cput.23165030
title: New-age tourism students’ learning preferences and implications for tourism education at universities of technology

description: 2021 FBMSREC 050 
<br>
Specialising in tourism pedagogy, student learning aspects and environmental impacts on learning
DOI: 10.25381/cput.23165030.v1
title: New-age tourism students’ learning preferences and implications for tourism education at universities of technology

description: 2021 FBMSREC 050 
<br>
Specialising in tourism pedagogy, student learning aspects and environmental impacts on learning
DOI: 10.25381/cput.24037794
title: Influence of Google shopping ads on intention to purchase among Generation Y in Cape Town

description: Ethics clearance number: 2019FOBREC720The dataset was collected from Generation Y respondents in South Africa (mainly in Cape Town) regarding attitudes towards Google Shopping Ads.