cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10047873
title: egregia_menziesii_decontaminated_FSCR.fasta.gz

description: egregia_menziesii_decontaminated_FSCR.fasta.gz
DOI: 10.5255/ukda-sn-856732
title: Mindfully and Digitally Confident: Personal Resources to Mitigate the Dark Side of Digital Working, 2021

description: The increased reliance on digital working due to Covid-19 has highlighted both the advantages and potential pitfalls of digital workplace technologies. While there has been a surge in research in this domain lately, there is still an absence of a cohesive perspective encompassing different fields, technologies, negative effects, and outcomes. There is value in collating and juxtaposing findings and theoretical methodologies. Using the Job-Demands Resources model as a theoretical foundation, 142 workers were surveyed regarding their levels of trait mindfulness and digital workplace confidence, along with their experiences of the dark side effects (stress, overload, anxiety, Fear of Missing Out and addiction) and well-being outcomes (burnout and health).
DOI: 10.5281/zenodo.10047872
title: egregia_menziesii_decontaminated_FSCR.fasta.gz

description: egregia_menziesii_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.10041311
title: Dynobench - extended Strogatz benchmark for system identification methods

description: The dynobench repository contains a benchmark for system identification methods. Currently includes models of 10 dynamical systems: Bacterial respiration, Bar magnets, Glider, Lotka-Volterra, Predator-Prey, Shearflow and Van der Pol from the Strogatz dataset, as well as Lorenz, Coupled phase oscillators and Stuart-Landau models for dynamical systems that often appear in the research community. They also add variety to the benchmark as the Lorenz oscillator model introduces a larger set of state variables (three compared to two), and the coupled phase oscillators model is non-autonomous, which is reflected in the explicit incorporation of time in its equations.
The repository contains the 'data' folder, where the simulations of ten dynamical systems are stored, simulated under 6 different configurations of data quality. The first dimention modifies the data length and coarseness, where a 'small' dataset includes simulations of 10 seconds with a 0.1 sampling step, and a 'large' dataset includes simulations of 20 seconds with a 0.01 sampling step. The second dimention of data quality modifies the amount of noise in the data, where there are three levels of noise (no noise, moderate levels with 30 dB signal-to-noise ratio and high levels of noise with 13 dB signal-to-noise ratio).  The data can be used by itself, without the need to look at the python code.
The repository also contains the main.py script by which the data can be generated. The 'src' folder contains additional python scripts that are needed to generate the data.  The data were created by first randomly setting the initial values for one category, in particular a configuration of 'small', 'noise-free' and 'train' data (using inits_type = "random"). Then, all the other configurations were generated by using the same initial values.  Inside the script main.py there is more information about the settings and how to run the script. 
The benchmark was created as a part of the research described in the paper titled Probabilistic grammars for modeling dynamical systems from coarse, noisy, and partial data, written by Omejc et al. (in submission).
DOI: 10.5281/zenodo.10041312
title: Dynobench - extended Strogatz benchmark for system identification methods

description: The dynobench repository contains a benchmark for system identification methods. Currently includes models of 10 dynamical systems: Bacterial respiration, Bar magnets, Glider, Lotka-Volterra, Predator-Prey, Shearflow and Van der Pol from the Strogatz dataset, as well as Lorenz, Coupled phase oscillators and Stuart-Landau models for dynamical systems that often appear in the research community. They also add variety to the benchmark as the Lorenz oscillator model introduces a larger set of state variables (three compared to two), and the coupled phase oscillators model is non-autonomous, which is reflected in the explicit incorporation of time in its equations.
The repository contains the 'data' folder, where the simulations of ten dynamical systems are stored, simulated under 6 different configurations of data quality. The first dimention modifies the data length and coarseness, where a 'small' dataset includes simulations of 10 seconds with a 0.1 sampling step, and a 'large' dataset includes simulations of 20 seconds with a 0.01 sampling step. The second dimention of data quality modifies the amount of noise in the data, where there are three levels of noise (no noise, moderate levels with 30 dB signal-to-noise ratio and high levels of noise with 13 dB signal-to-noise ratio).  The data can be used by itself, without the need to look at the python code.
The repository also contains the main.py script by which the data can be generated. The 'src' folder contains additional python scripts that are needed to generate the data.  The data were created by first randomly setting the initial values for one category, in particular a configuration of 'small', 'noise-free' and 'train' data (using inits_type = "random"). Then, all the other configurations were generated by using the same initial values.  Inside the script main.py there is more information about the settings and how to run the script. 
The benchmark was created as a part of the research described in the paper titled Probabilistic grammars for modeling dynamical systems from coarse, noisy, and partial data, written by Omejc et al. (in submission).
DOI: 10.5281/zenodo.10041835
title: Dataset for the manuscript 'Orbital-optimized Density Functional Calculations of Molecular Rydberg Excited States with Real Space Grid Representation and Self-Interaction Correction'

description: Dataset for the manuscript 'Orbital-optimized Density Functional Calculations of Molecular Rydberg Excited States with Real Space Grid Representation and Self-Interaction Correction'
DOI: 10.5281/zenodo.10041836
title: Dataset for the manuscript 'Orbital-optimized Density Functional Calculations of Molecular Rydberg Excited States with Real Space Grid Representation and Self-Interaction Correction'

description: Dataset for the manuscript 'Orbital-optimized Density Functional Calculations of Molecular Rydberg Excited States with Real Space Grid Representation and Self-Interaction Correction'
DOI: 10.5281/zenodo.10047915
title: EFFECT OF PROJECT PLANNING ON THE PERFORMANCE OF A ROAD CONSTRUCTION PROJECT: A CASE OF KICUKIRO CENTER-KAGARAMA-MUYANGE ROAD IMPLEMENTED BY NPD LTD IN KICUKIRO DISTRICT, RWANDA

description: ABSTRACT: The study investigated the project planning and performance of road construction project specifically the Kicukiro Center-Kagarama-Muyange Road in Rwanda. The study was guided by specific objectives which are to ascertain the effects of scope planning on performance of road construction projects; to determine the effect of resource planning on performance of road construction projects; to determine the effect of Risk planning on performance of road construction projects; and to examine the effect of stakeholders planning on performance of road construction projects.  Descriptive and correlative research designs; and the mixed approach of qualitative and quantitative approaches were used. Targeted population was 237 persons. The study had 149 respondents as sample size. Data collection methods were documentary analysis; questionnaire; interview guide; and observations. Descriptive statistic method was used to analyze collected data specifically the frequencies, percentages, mean, and standard deviation. Correlation coefficient; and multiple linear Regression analysis models were adopted. The results showed that there is a positive and strong correlation between Project scope planning and Performance. The findings showed level of f-test model is 228.710 which is positive with p-value of 0.000b less than both standard significance levels of 0.05 and 0.01. The study retained alternative hypothesis stated that Ha1 stated that there is a significant effect of resource planning on performance of road construction project; Ha2 said that there are significant effects of scope planning on performance of road construction project; Ha3 stated that there are significant effects of Risk planning on performance of road construction project; and Ha4 said that there are significant effects of stakeholder's involvement on performance of construction projects of Kicukiro Center-Kagarama-Muyange. Kicukiro District. 
 
Key words: project planning; performance; road construction project
DOI: 10.5281/zenodo.10047916
title: EFFECT OF PROJECT PLANNING ON THE PERFORMANCE OF A ROAD CONSTRUCTION PROJECT: A CASE OF KICUKIRO CENTER-KAGARAMA-MUYANGE ROAD IMPLEMENTED BY NPD LTD IN KICUKIRO DISTRICT, RWANDA

description: ABSTRACT: The study investigated the project planning and performance of road construction project specifically the Kicukiro Center-Kagarama-Muyange Road in Rwanda. The study was guided by specific objectives which are to ascertain the effects of scope planning on performance of road construction projects; to determine the effect of resource planning on performance of road construction projects; to determine the effect of Risk planning on performance of road construction projects; and to examine the effect of stakeholders planning on performance of road construction projects.  Descriptive and correlative research designs; and the mixed approach of qualitative and quantitative approaches were used. Targeted population was 237 persons. The study had 149 respondents as sample size. Data collection methods were documentary analysis; questionnaire; interview guide; and observations. Descriptive statistic method was used to analyze collected data specifically the frequencies, percentages, mean, and standard deviation. Correlation coefficient; and multiple linear Regression analysis models were adopted. The results showed that there is a positive and strong correlation between Project scope planning and Performance. The findings showed level of f-test model is 228.710 which is positive with p-value of 0.000b less than both standard significance levels of 0.05 and 0.01. The study retained alternative hypothesis stated that Ha1 stated that there is a significant effect of resource planning on performance of road construction project; Ha2 said that there are significant effects of scope planning on performance of road construction project; Ha3 stated that there are significant effects of Risk planning on performance of road construction project; and Ha4 said that there are significant effects of stakeholder's involvement on performance of construction projects of Kicukiro Center-Kagarama-Muyange. Kicukiro District. 
 
Key words: project planning; performance; road construction project
DOI: 10.5281/zenodo.7665228
title: Supplementary tables for the article "LIBS and XRF for the elemental analysis of aquatic organisms"

description: Supplementary tables with full analytical results (Russian and English versions)
DOI: 10.5281/zenodo.7665229
title: Supplementary tables for the article "LIBS and XRF for the elemental analysis of tissues of aquatic organisms"

description: Supplementary tables with full analytical results (Russian and English versions)
DOI: 10.5281/zenodo.7705633
title: Supplementary tables for the article "LIBS and XRF for the elemental analysis of aquatic organisms"

description: Supplementary tables with full analytical results (Russian and English versions)
DOI: 10.17882/72579
title: EM2040C Multibeam sonar water-column data (200, 300, 400 kHz) acquired over an experimental patch of Giant kelp (Macrocystis pyrifera)

description: Multibeam sonar water-column data show potential for the detection of aquatic vegetation that extends significantly from the seabed, such as kelp, and may therefore contribute to improving marine habitat mapping. In order to determine if such data can be used to detect kelp and estimate their biomass, we acquired a comprehensive water-column dataset over a controlled kelp site. The experimental site was a collection of fourteen Giant kelp (Macrocystis pyrifera) plants harvested from a nearby forest and arranged on an area of seafloor previously bare, after having been measured and weighed at port. The arrangement consisted in a 4 m by 4 m quadrat with individual 1 m wide cells, and one plant set at random per cell. The water-column dataset was acquired with a Kongsberg EM2040C MBES at several frequencies (200, 300, and 400 kHz) and pulse lengths (25, 50, and 100 μs). For each combination of these settings, we acquired data by running the vessel three times on two parallel paths with opposite direction on either side of the surface canopy. These 3 replicates in 2 directions of data recorded with 9 different settings resulted in 54 data files. The data acquisition process was repeated after removing half of the plants, to simulate a thinner forest, leading to another set of 54 data files. The Giant kelp plants produced evident echoes in the water-column data at all settings. This dataset may be used to develop water-column data processing methodologies (such as methods attempting at filtering the acoustic noise), or models to relate EM2040C water-column data to kelp biomass.
DOI: 10.34740/kaggle/dsv/6811043
title: Sao Paulo Building Height Model
DOI: 10.6084/m9.figshare.24450073
title: 20231028_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.24450073.v1
title: 20231028_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.24156723
title: Cognitive Biases Associated with Conspiracy Theory Belief Item

description: This study explored how cognitive biases might predict susceptibility to belief in conspiracy theories. These biases were assessed using the Cognitive Bias Questionnaire for Psychosis (CBQp). Though belief in conspiracy theories does not constitute clinical delusions (i.e., the aforementioned psychosis) per se, both delusions and conspiracy theory involve beliefs that are not substantiated by evidence. Generic Conspiracy Beliefs Scale (GCBS) scores were also recorded for this study.
DOI: 10.5517/ccdc.csd.cc2gvpdf
title: CCDC 2289765: Experimental Crystal Structure Determination

description: Related Article: Sotaro Kusumoto, Youssef Atoini, Yoshihiro Koide, Shinya Hayami, Yang Kim, Jack Harrowfield, Pierre Thuéry|2023|CrystEngComm|25|5748|doi:10.1039/D3CE00845B
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.
DOI: 10.5517/ccdc.csd.cc2gvpfg
title: CCDC 2289766: Experimental Crystal Structure Determination

description: Related Article: Sotaro Kusumoto, Youssef Atoini, Yoshihiro Koide, Shinya Hayami, Yang Kim, Jack Harrowfield, Pierre Thuéry|2023|CrystEngComm|25|5748|doi:10.1039/D3CE00845B
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.
DOI: 10.5517/ccdc.csd.cc2gvpgh
title: CCDC 2289767: Experimental Crystal Structure Determination

description: Related Article: Sotaro Kusumoto, Youssef Atoini, Yoshihiro Koide, Shinya Hayami, Yang Kim, Jack Harrowfield, Pierre Thuéry|2023|CrystEngComm|25|5748|doi:10.1039/D3CE00845B
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.
DOI: 10.5517/ccdc.csd.cc2gvphj
title: CCDC 2289768: Experimental Crystal Structure Determination

description: Related Article: Sotaro Kusumoto, Youssef Atoini, Yoshihiro Koide, Shinya Hayami, Yang Kim, Jack Harrowfield, Pierre Thuéry|2023|CrystEngComm|25|5748|doi:10.1039/D3CE00845B
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.
DOI: 10.5281/zenodo.10047988
title: THE EFFECT OF GENDER ACTION LEARNING SYSTEM (GALS) PROJECT ON WOMEN EMPOWERMENT IN RURAL AREAS IN KAMONYI AND MUHANGA DISTRICTS, RWANDA

description: ABSTRACT:  The study assessed the effect of GALS project on women empowerment in rural areas in Kamonyi and Muhanga Districts, Rwanda. Specific objectives were to evaluate the GALS project activities and services to the farmer's women in Kamonyi and Muhanga Districts; to analyze the relationship between GALS activities and farmer's women empowerment in Rural areas of Kamonyi and Muhanga Districts; and to examine the critical success indicators of farmer's women empowerment before and after joining Gender Action Learning System (GALS) program. Target population was 5,014 farmers (3219 women and 1795 men). This study used purposive and stratified sampling techniques. Data collection techniques and tools were questionnaires, and documentary review. Method of data analysis were descriptive statistical method and cumulative percentages of data. The findings displayed that GALS program activities represented by livelihood planning, adaptation of the GALS "mother" manual, capacity-building and gender training, Agriculture extension service provision which has contributed R=0.930a of the variation in success of empowering farmer's women as explained by r2 of 0.864
DOI: 10.5517/ccdc.csd.cc2gzjbb
title: CCDC 2293452: Experimental Crystal Structure Determination

description: Related Article: Juan Cheng, Peiqi Qian, Meng Yang, Ling Huang, Hongmei Zeng, Guohong Zou, Zhien Lin|2023|Inorg.Chem.|62|16673|doi:10.1021/acs.inorgchem.3c03129
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.
DOI: 10.5281/zenodo.10047987
title: THE EFFECT OF GENDER ACTION LEARNING SYSTEM (GALS) PROJECT ON WOMEN EMPOWERMENT IN RURAL AREAS IN KAMONYI AND MUHANGA DISTRICTS, RWANDA

description: ABSTRACT:  The study assessed the effect of GALS project on women empowerment in rural areas in Kamonyi and Muhanga Districts, Rwanda. Specific objectives were to evaluate the GALS project activities and services to the farmer's women in Kamonyi and Muhanga Districts; to analyze the relationship between GALS activities and farmer's women empowerment in Rural areas of Kamonyi and Muhanga Districts; and to examine the critical success indicators of farmer's women empowerment before and after joining Gender Action Learning System (GALS) program. Target population was 5,014 farmers (3219 women and 1795 men). This study used purposive and stratified sampling techniques. Data collection techniques and tools were questionnaires, and documentary review. Method of data analysis were descriptive statistical method and cumulative percentages of data. The findings displayed that GALS program activities represented by livelihood planning, adaptation of the GALS "mother" manual, capacity-building and gender training, Agriculture extension service provision which has contributed R=0.930a of the variation in success of empowering farmer's women as explained by r2 of 0.864
DOI: 10.5517/ccdc.csd.cc2gzjcc
title: CCDC 2293453: Experimental Crystal Structure Determination

description: Related Article: Juan Cheng, Peiqi Qian, Meng Yang, Ling Huang, Hongmei Zeng, Guohong Zou, Zhien Lin|2023|Inorg.Chem.|62|16673|doi:10.1021/acs.inorgchem.3c03129
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.
DOI: 10.5517/ccdc.csd.cc2gzjdd
title: CCDC 2293454: Experimental Crystal Structure Determination

description: Related Article: Juan Cheng, Peiqi Qian, Meng Yang, Ling Huang, Hongmei Zeng, Guohong Zou, Zhien Lin|2023|Inorg.Chem.|62|16673|doi:10.1021/acs.inorgchem.3c03129
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.
DOI: 10.5517/ccdc.csd.cc2h0c0x
title: CCDC 2294248: Experimental Crystal Structure Determination

description: Related Article: Yi-Lin Wang, Peng-Xiang Liu, Huan-Huan Zhang, Peng-Fei Xu, Yong-Chun Luo|2023|Chem.Commun.|59|12467|doi:10.1039/D3CC03745B
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.
DOI: 10.5517/ccdc.csd.cc2h0c1y
title: CCDC 2294249: Experimental Crystal Structure Determination

description: Related Article: Yi-Lin Wang, Peng-Xiang Liu, Huan-Huan Zhang, Peng-Fei Xu, Yong-Chun Luo|2023|Chem.Commun.|59|12467|doi:10.1039/D3CC03745B
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.
DOI: 10.34740/kaggle/dsv/6811263
title: MoviesDatasets
DOI: 10.34740/kaggle/dsv/6811271
title: Mahanagar Yatayat Transport Dataset