cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18462/iir.icr.2023.0427
title: Rheological and thermal study of mixed cyclopentane + CO2 Hydrate slurries for refrigeration applications.
DOI: 10.5255/ukda-sn-856818
title: Enhancing Educational Resilience and Sustainability in Hoa Binh, Vietnam, 2020-2022

description: This dataset contains results from a series of workshops and surveys conducted in Hoa Binh, Vietnam, as part of the ACES project. The study, spanning from September 2020 to May 2022, aimed to explore the implementation of a community-centred educational model, focusing on Sustainable Development Goals (SDGs) and educational resilience. The data collection process involved workshops that connected researchers with various stakeholders. These included teachers, officers from the local Department of Education and Training, student teachers at Hoa Binh College of Education, and entrepreneurs/community actors. The workshops facilitated discussions on project access, research permissions, and methodologies for subsequent surveys and interviews related to SDGs and resilience. The study progressed with workshops addressing playfulness, frugal education, and the development of social resilience. Data collection methods included surveys and interviews conducted with teachers, students, and community members. Surveys evaluated teachers' perceptions and readiness for playful and frugal education, while interviews delved into the perspectives of teachers, students, and principals on the design and implementation of a green playground. Noteworthy findings emerged from the capability surveys for students and teachers, shedding light on motivational factors. Additionally, analyses of playful and frugal aspects of designs and activities provided valuable insights into the effectiveness of educational approaches. The study's motivation lies in fostering educational resilience and sustainability through innovative pedagogical models. The research engages diverse stakeholders, emphasizing collaborative efforts for inclusive, safe, and resilient educational practices. The article concludes with reflections on the project's impact and recommendations for future endeavours in advancing community-driven educational initiatives.
DOI: 10.5255/ukda-sn-856817
title: Understanding Educational Dynamics in Indonesia: A Multifaceted Inquiry into Teaching and Learning Processes, 2021-2022

description: This dataset reflects the dynamics of teaching and learning processes by employing a comprehensive data collection approach. The research, conducted from March 2021 to August 2022, primarily aims to explore various facets of educational experiences, focusing on students, teachers, and educational volunteers in Solo, Indonesia. Data was gathered through a combination of quantitative and qualitative methods, with an emphasis on deep interviews and surveys. The sampling procedure involved participants from Solo Mengajar, Kampus Mengajar, and the Department of Education in Solo. To ensure a holistic perspective, different instruments were utilized, including the Capabilities/Motivation Questionnaire Indonesia, Cantril Ladder (0-10), and specialized surveys like the ACES Teacher Survey: Frugal Aspects and ACES Student Survey: Playful Aspects. The research investigates diverse dimensions such as teacher motivation, frugal aspects in the teacher's perspective, and playful aspects in students. Deep interviews, conducted with both experimental and control participants, reveal nuanced insights into STEM bucket reflection, teacher trainee perspectives, and reflections from informal teachers. Stringent measures were taken to ensure data integrity and participant confidentiality. All identifying data were systematically removed, and the item descriptions were meticulously aligned with the instrument questions, affirming the precision of the collected data. The findings from this study promise to contribute valuable insights into the motivations, capabilities, and reflections of educators and students alike. This multifaceted approach sheds light on the nuanced aspects of the educational landscape, offering a rich tapestry of information to inform educational policies, teacher training programs, and the enhancement of the overall teaching and learning experience.
DOI: 10.5255/ukda-sn-856816
title: Advancing Educational Practices in Sarawak, Malaysia: Insights from Workshops and Surveys, 2020-2022

description: This dataset provides insights from a series of workshops and surveys conducted in Sarawak, Malaysia, as part of the ACES project. The data collection, spanning from September 2020 to August 2022, aimed to explore 21st-century learning, social resilience, playful education, STEM (Science, Technology, Engineering, and Mathematics) initiatives, and teacher motivation across various educational contexts. The events included workshops such as the 21st Century Learning Workshop, Social Resilience Workshop, and various initiatives like the SULAM Facilitators' Playfulness Scale and Hackathon focused on Self-Efficacy. Online surveys, often utilizing Google Forms and MS Forms, were employed to capture diverse perspectives on topics such as gamification, technology use in teaching, and social resilience. Additionally, physical events like the DLP (Digital Learning Platform) workshops, STEM Webinars, and Drone workshops using Exploria kits were conducted across multiple locations in Sarawak. These events involved pre-and post-surveys, SWOT analyses, and action plans to assess the impact of training sessions on educators' instructional strategies and knowledge. The research also extended to needs analysis and motivation surveys among UNIMAS (University Malaysia Sarawak) students, teachers, and women in the local community. A notable project, Chumbaka: Teachers' Motivation Questionnaire, aimed at capturing teacher motivation during the Chumbaka Junior Innovates Competition. Furthermore, surveys were conducted to explore the readiness of teachers to use technology during the pandemic, teacher resilience, and the impact of playful design thinking on sustainability and innovation. The motivation behind this comprehensive data collection was to inform educational practices in Sarawak, fostering resilience, innovation, and sustainability. The diverse range of events and surveys provides a nuanced understanding of the educational landscape, laying the groundwork for future initiatives and improvements in educational strategies.
DOI: 10.18462/iir.icr.2023.0418
title: Development of the correlation condensation heat transfer for nonazeotropic refrigerant mixtures inside 4mm OD small-diameter microfin tubes.
DOI: 10.18462/iir.icr.2023.0415
title: Heat transfer coefficients during laminar flow of microencapsulated PCM fluid.
DOI: 10.18462/iir.icr.2023.0412
title: Experimental investigations and modeling of Propylene and DME solubility in PAG oil.
DOI: 10.18462/iir.icr.2023.0407
title: Dynamic modelling and optimization of energy storage density for sorption thermal battery.
DOI: 10.18462/iir.icr.2023.0399
title: Analysis of the frost formation pattern in heat exchangers for proper placement of frost measuring sensors.
DOI: 10.18462/iir.icr.2023.0395
title: Experimental investigation on water vaporization at subatmospheric pressure in different liquid geometrical configuration.
DOI: 10.18462/iir.icr.2023.0393
title: Modelling and experiments of dry ice sublimation in an insulation box.
DOI: 10.6084/m9.figshare.24659475
title: Provider Explanation Content Analysis Data

description: Data for provider explanation content analysis.
DOI: 10.6084/m9.figshare.24659475.v1
title: Provider Explanation Content Analysis Data

description: Data for provider explanation content analysis.
DOI: 10.18462/iir.icr.2023.0348
title: Performance investigation and structural improvement of the finned tube surface cooler under extreme conditions.
DOI: 10.18462/iir.icr.2023.0338
title: Fluidic EWOD thermal switch for magnetocaloric device.
DOI: 10.5281/zenodo.10222426
title: GenderInEnergy Company Survey 2023

description: The survey was conducted in early summer 2023 using computer-aided telephone interviews (CATI) by a specialised survey research company (GDCC). The sampling frame consisted of companies with >10 employees in the energy sector in the 35 countries covered by our study (In some smaller countries, companies with 5-9 employees were included as well because of exhaustion of the sampling frame for larger companies. The data on companies with less than 10 employees were included exclusively in the multivariate analysis).
The target interviewee was the HR manager or a member of management with responsibility for HR matters. The questionnaire covered the following topics: Current gender ratios by key occupational groups; Implementation of measures to boost gender balance; Perceived effectiveness of such measures; Perceptions about barriers to achieve gender balance; and difficulty in filling open positions.
The target number of complete responses to be collected was n=2,000 across the EU27, n=400 across the remaining SET Plan countries and n=400 across the four Mission Innovation countries Australia, Canada, the UK and the US.
description: This survey was conducted in the context of the "Study on Gender Balance in the R&I Field to Improve the Role of Women in the Energy Transition" (CINEA/2021/OP/0012) on behalf of the European Climate, Infrastructure and Environment Executive Agency (CINEA). The duration of the survey: November 2022 - November 2023.
DISCLAIMER: The information and views set out in this document are those of the creators and do not necessarily reflect the official opinion the Commission. The Commission cannot guarantee the accuracy of the data included in this document. Neither the Commission nor any person acting on its behalf may be held responsible for the use which may be made of the information contained therein.
In case of any questions, please contact Karsten Gareis: karsten.gareis@empirica.com
DOI: 10.5281/zenodo.10222427
title: GenderInEnergy Company Survey 2023

description: The survey was conducted in early summer 2023 using computer-aided telephone interviews (CATI) by a specialised survey research company (GDCC). The sampling frame consisted of companies with >10 employees in the energy sector in the 35 countries covered by our study (In some smaller countries, companies with 5-9 employees were included as well because of exhaustion of the sampling frame for larger companies. The data on companies with less than 10 employees were included exclusively in the multivariate analysis).
The target interviewee was the HR manager or a member of management with responsibility for HR matters. The questionnaire covered the following topics: Current gender ratios by key occupational groups; Implementation of measures to boost gender balance; Perceived effectiveness of such measures; Perceptions about barriers to achieve gender balance; and difficulty in filling open positions.
The target number of complete responses to be collected was n=2,000 across the EU27, n=400 across the remaining SET Plan countries and n=400 across the four Mission Innovation countries Australia, Canada, the UK and the US.
description: This survey was conducted in the context of the "Study on Gender Balance in the R&I Field to Improve the Role of Women in the Energy Transition" (CINEA/2021/OP/0012) on behalf of the European Climate, Infrastructure and Environment Executive Agency (CINEA). The duration of the survey: November 2022 - November 2023.
DISCLAIMER: The information and views set out in this document are those of the creators and do not necessarily reflect the official opinion the Commission. The Commission cannot guarantee the accuracy of the data included in this document. Neither the Commission nor any person acting on its behalf may be held responsible for the use which may be made of the information contained therein.
In case of any questions, please contact Karsten Gareis: karsten.gareis@empirica.com
DOI: 10.18462/iir.icr.2023.0311
title: Experimental study of ammonia falling film evaporation heat transfer on horizontal smooth and finned tubes.
DOI: 10.5281/zenodo.10215712
title: phenology data of lake mixing, and stratification based on the CESM2-LE output

description: The phenology data of lake mixing, and stratification calculated from the daily output of CESM2 large ensemble. For more information about this dataset, please refer to the manuscript entitled 'Projected changes in the phenology of stratification and overturning in ice-covered lakes of the Northern Hemisphere (Lei Huang et al)'. For more information about CESM2 large ensemble, please refer to https://www.cesm.ucar.edu/community-projects/lens2.
DOI: 10.5281/zenodo.10215713
title: phenology data of lake mixing, and stratification based on the CESM2-LE output

description: The phenology data of lake mixing, and stratification calculated from the daily output of CESM2 large ensemble. For more information about this dataset, please refer to the manuscript entitled 'Projected changes in the phenology of stratification and overturning in ice-covered lakes of the Northern Hemisphere (Lei Huang et al)'. For more information about CESM2 large ensemble, please refer to https://www.cesm.ucar.edu/community-projects/lens2.
DOI: 10.5281/zenodo.10222437
title: Reduced variable ARM interpolated sonde data April 2017- March 2022

description: Tar bundle of reduced ARM interpolated sonde data from the SGP C1 site for Bath post-graduate Maths4DL projects.
Data presented as daily files in annual tar files.
DOI: 10.5281/zenodo.10222436
title: Reduced variable ARM interpolated sonde data April 2017- March 2022

description: Tar bundle of reduced ARM interpolated sonde data from the SGP C1 site for Bath post-graduate Maths4DL projects.
Data presented as daily files in annual tar files.
DOI: 10.18462/iir.icr.2023.0351
title: Test results of solar thermal refrigerators for cooling vaccines in hot climates with a double-lift adsorption cycle.
DOI: 10.18462/iir.icr.2023.0686
title: Cold storage technology for extension of Kimchi cabbage using hybrid environment control.
DOI: 10.18462/iir.icr.2023.0432
title: Energy and environmental assessment of strawberry cold chain - comparison of the use of different materials for packaging.
DOI: 10.18462/iir.icr.2023.0219
title: New characteristics and temperature limitations of surfactant-induced Marangoni convection.
DOI: 10.5281/zenodo.10219733
title: Radiomic Features for Breast Cancer Outcome Prediction

description: The dataset was curated for investigating breast cancer clinical outcome prediction. In this setting, radiomics features from baseline dynamic contrast-enhanced MRI (DCE-MRI) of 466 breast cancer patients were extracted.
DOI: 10.5281/zenodo.10219734
title: Radiomic Features for Breast Cancer Outcome Prediction

description: The dataset was curated for investigating breast cancer clinical outcome prediction. In this setting, radiomics features from baseline dynamic contrast-enhanced MRI (DCE-MRI) of 466 breast cancer patients were extracted.
DOI: 10.18462/iir.icr.2023.0014
title: Eco-gestures for a reasonable use of air conditioning: an important lever for energy savings.
DOI: 10.18462/iir.icr.2023.0073
title: High efficient desiccant coated heat exchanger based heat pump for rail transport decarbonization.
DOI: 10.18462/iir.icr.2023.0079
title: Experimental study on whistling noise behavior in electronic expansion valve of multi-split air conditioning system.
DOI: 10.5281/zenodo.10222653
title: CSV files depicting bubble count and bubble areas for each beer at 0 and 80 seconds, based upon Fiji analysis
DOI: 10.5281/zenodo.10222654
title: CSV files depicting bubble count and bubble areas for each beer at 0 and 80 seconds, based upon Fiji analysis
DOI: 10.17909/vhaw-9z45
title: NGC 3132 ERO, 2.12 micron H2
DOI: 10.26036/cnp0000234
title: A catalog of reference genes in the chicken gut microbiome

description: There raw data of 321 chicken cecal samples
DOI: 10.26036/cnp0005015
title: Genome-wide Association Study on Resistance of Cultivated Soybean to Fusarium oxysporum Root Rot in Northeast China

description: Background: Fusarium oxysporum is a prevalent fungal pathogen that diminishes soybean yield through seedling disease and root rot. Fusarium oxysporum root rot (FORR) damage could be effectively prevented by identifying resistance genes and developing resistant cultivars. Therefore, to carry out fine mapping and marker development of FORR resistance genes is of great significance for the cultivation of resistant varieties. In this study, 350 soybean germplasm accessions, mainly from Northeast China, underwent genotyping using the SoySNP50K Illumina BeadChip, which includes 52,041 single nucleotide polymorphisms (SNPs). Their resistance to FORR was assessed in a greenhouse. Genome-wide association studies utilizing the general linear model, mixed linear model, compressed mixed linear model, and settlement of MLM under progressively exclusive relationship models were conducted to identify marker-trait associations while effectively controlling for population structure. Results: The results demonstrated that these models effectively managed population structure. Eight SNP loci significantly associated with FORR resistance in soybean were detected, primarily located on Chromosome 6. Notably, there was a strong linkage disequilibrium between the large-effect SNPs ss715595462 and ss715595463, contributing substantially to phenotypic variation. Within the genetic interval encompassing these loci, 28 genes were present, with one gene Glyma.06G088400 encoding a protein kinase family protein containing a leucine-rich repeat domain identified as a potential candidate gene in the reference genome of Williams82. Additionally, quantitative real-time reverse transcription polymerase chain reaction analysis evaluated the gene expression levels between highly resistant and susceptible accessions, focusing on primary root tissues collected at different time points after F. oxysporum inoculation. Among the examined genes, only this gene emerged as the strongest candidate associated with FORR resistance. Conclusions: The identification of this candidate gene Glyma.06G088400 improves our understanding of soybean resistance to FORR and the markers strongly linked to resistance can be beneficial for molecular marker-assisted selection in breeding resistant soybean accessions against F. oxysporum.
DOI: 10.26036/cnp0005042
title: Rumen metabolomics

description: Metabolome data revealed that indole-3-carboxaldehyde (IAld) and prostaglandin D2 (PGD2) were the top characteristic ruminal metabolites associated with ruminal epithelial and muscular development, which depended on the enhanced ruminal microbial synthesis potential of IAld and PGD2.
DOI: 10.18462/iir.icr.2023.1149
title: Knowing properties of fluids to understand their potentialities in RACHP sector.
DOI: 10.5281/zenodo.10035160
title: The ULS23 Challenge Public Training Dataset

description: This dataset contains part of the imaging data for the Universal Lesion Segmentation Challenge (ULS23). It contains the lesion volumes-of-interest (VOI's) for the novel annotated data of this challenge. It consists of 750 lesions from the DeepLesion dataset, 744 bone and 124 pancreas lesions from the Radboudumc. Pancreas data was collected by Natália Alves, Megan Schuurmans and Henkjan Huisman. The annotations are made available through the Challenge repository on GitHub. 
The full training dataset:

Part 2: kits21, LIDC-IDRI, LiTS
Part 3: MDSC task 6/7/10, NIH-LN, CCC18
Part 4: DeepLesion
Part 5: DeepLesion
Part 6: DeepLesion
The Universal Lesion Segmentation 2023 (ULS23) data is licensed under CC BY-NC-SA 4.0
DOI: 10.5281/zenodo.10035161
title: The ULS23 Challenge Public Training Dataset

description: This dataset contains part of the imaging data for the Universal Lesion Segmentation Challenge (ULS23). It contains the lesion volumes-of-interest (VOI's) for the novel annotated data of this challenge. It consists of 750 lesions from the DeepLesion dataset, 744 bone and 124 pancreas lesions from the Radboudumc. Pancreas data was collected by Natália Alves, Megan Schuurmans and Henkjan Huisman. The annotations are made available through the Challenge repository on GitHub. 
The full training dataset:

Part 2: kits21, LIDC-IDRI, LiTS
Part 3: MDSC task 6/7/10, NIH-LN, CCC18
Part 4: DeepLesion
Part 5: DeepLesion
Part 6: DeepLesion
The Universal Lesion Segmentation 2023 (ULS23) data is licensed under CC BY-NC-SA 4.0
DOI: 10.5281/zenodo.10222627
title: GenderInEnergy Student Survey 2023

description: Today, the education and training landscape worldwide is confronted with an urgent need to prepare students for key roles in what is known as the energy transition. This global shift involves moving away from traditional, non-renewable energy sources, such as fossil fuels, towards a cleaner and more sustainable energy system primarily based on renewable sources. Every country must effectively manage this transition while ensuring social sustainability, requiring individuals with new or combined skill sets at all levels, from manual labour positions to top executives.
In light of this context, we conducted a survey among students in universities and other tertiary education institutions worldwide to explore their perceptions of the energy transition and assess their interest in pursuing a career in the energy sector or other positions at the forefront of this transformation. It was conducted in summer 2023. The questionnaires were implemented on the web, namely on EUSurvey and Netigate. The survey made use of a structured questionnaire with a range of closed questions and the option to add open text responses where appropriate. The survey was distributed with the help of the broad network of organisations and experts in the studied countries. In addition, a student panel provided by Netigate was used to reach the target number of responses. The survey was aimed an any person in the target population, irrespective of gender and field of education and training. The survey took 5 to 10 minutes to answer. All answers were anonymous, and the respondents were not asked any identifiable information, such as e-mail address, to avoid bias. The questionnaire was available in English as well as French, German, Italian, Polish and Spanish. No weighting was applied to the dataset.
description: This survey was conducted in the context of the "Study on Gender Balance in the R&I Field to Improve the Role of Women in the Energy Transition" (CINEA/2021/OP/0012) on behalf of the European Climate, Infrastructure and Environment Executive Agency (CINEA).
DISCLAIMER: The information and views set out in this document are those of the creators and do not necessarily reflect the official opinion the Commission. The Commission cannot guarantee the accuracy of the data included in this document. Neither the Commission nor any person acting on its behalf may be held responsible for the use which may be made of the information contained therein.
In case of any questions, please contact Karsten Gareis (karsten.gareis@empirica.com).