cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.01517
title: Using Technology Acceptance Model to Understand Fish Farmers’ Intention to Use Black Soldier Fly Larvae Meal in Nile Tilapia Production in Kenya
title: Using Technology Acceptance Model to Understand Fish Farmers’ Intention to Use Black Soldier Fly Larvae Meal in Nile Tilapia Production in Kenya

description: This primary data was collected through cross-sectional survey designto understand fish farmers’ intention to use BSFL. A multi-stage random sampling technique was applied in the selection of respondents. The sampling frame for this study was defined as all active fish pond and cage farmers engaged in the culture of Nile tilapia in the study area. A total of 211 fish farmers were randomly selected from a list of farmers provided by the Sub-County Fisheries Officers in each of the three selected sub-counties namely Kisumu, Siaya and Homabay, Kenya
description: This primary data was collected through cross-sectional survey designto understand fish farmers’ intention to use BSFL. A multi-stage random sampling technique was applied in the selection of respondents. The sampling frame for this study was defined as all active fish pond and cage farmers engaged in the culture of Nile tilapia in the study area. A total of 211 fish farmers were randomly selected from a list of farmers provided by the Sub-County Fisheries Officers in each of the three selected sub-counties namely Kisumu, Siaya and Homabay, Kenya
DOI: 10.57760/sciencedb.01505
title: Initial and final PDB files for "Three-body aggregation of guest molecules as a key step in methane hydrate nucleation and growth"
title: Initial and final PDB files for "Three-body aggregation of guest molecules as a key step in methane hydrate nucleation and growth"

description: This data is initial and final PDB files for molecular dynamics simulation of methane hydrate nucleation and growth. With this data, a paper named "Three-body aggregation of guest molecules as a key step in methane hydrate nucleation and growth" has been published in Communications Chemistry. This data is generated using NAMD software by performing several molecular dynamics simulations at low temperature and high pressure to form methane hydrate.
description: This data is initial and final PDB files for molecular dynamics simulation of methane hydrate nucleation and growth. With this data, a paper named "Three-body aggregation of guest molecules as a key step in methane hydrate nucleation and growth" has been published in Communications Chemistry. This data is generated using NAMD software by performing several molecular dynamics simulations at low temperature and high pressure to form methane hydrate.
DOI: 10.57760/sciencedb.01527
title: Py-EFIT
title: Py-EFIT

description: Plasma equilibrium is the basis for many tokamak research topics, such as plasma performance evaluation, plasma control, physical analysis, etc. But plasma equilibrium cannot be obtained from experimental measurements directly, it has to be calculated through ‘equilibrium reconstruction’ technique. This program (Py-EFIT) provides an efficient, open-source, user-friendly, expandable, and portable computation platform for equilibrium reconstruction calculation.
description: Plasma equilibrium is the basis for many tokamak research topics, such as plasma performance evaluation, plasma control, physical analysis, etc. But plasma equilibrium cannot be obtained from experimental measurements directly, it has to be calculated through ‘equilibrium reconstruction’ technique. This program (Py-EFIT) provides an efficient, open-source, user-friendly, expandable, and portable computation platform for equilibrium reconstruction calculation.
DOI: 10.57760/sciencedb.01522
title: ANUVAD Crystal structure
title: ANUVAD Crystal structure

description: More record breakers for the anomeric effect involving C-N bonds. Another entry is ANUVUD[3] with a crystal structure (data DOI: 10.5517/ccdc.csd.cc24zxdg) shown below and CN and CO lengths of 1.391 and 1.559Å, which in this case ARE reasonably replicated by calculation (1.402, 1.499). This effect is promoted by the good leaving group ability of the carboxylate anion and the antiperiplanar orientation of the nitrogen lone pair with respect to the C-O bond, E(2)=35.2 kcal/mol (DOI: 10.14469/hpc/8807)
description: More record breakers for the anomeric effect involving C-N bonds. Another entry is ANUVUD[3] with a crystal structure (data DOI: 10.5517/ccdc.csd.cc24zxdg) shown below and CN and CO lengths of 1.391 and 1.559Å, which in this case ARE reasonably replicated by calculation (1.402, 1.499). This effect is promoted by the good leaving group ability of the carboxylate anion and the antiperiplanar orientation of the nitrogen lone pair with respect to the C-O bond, E(2)=35.2 kcal/mol (DOI: 10.14469/hpc/8807)
DOI: 10.57760/sciencedb.01501
title: Genetic distance
title: Genetic distance

description: Genera Asteroschema, Ophiocreas and Asterostegus, Gorgonocephalus and Astrodendrum, pairwise distance values based on mitochondrial COI adn 16S sequences, calculated using the Kimura 2-parameter method with 1,000 bootstrap replicates
description: Genera Asteroschema, Ophiocreas and Asterostegus, Gorgonocephalus and Astrodendrum, pairwise distance values based on mitochondrial COI adn 16S sequences, calculated using the Kimura 2-parameter method with 1,000 bootstrap replicates
DOI: 10.57760/sciencedb.01498
title: Eyileten et al. COVID-19 miRNA data
title: Eyileten et al. COVID-19 miRNA data

description: Bioinformatic analysis data and excel data of the COVI-19 patients
description: Bioinformatic analysis data and excel data of the COVI-19 patients
DOI: 10.57760/sciencedb.01540
title: Transcriptome analysis of mantle tissues reveals potential biomineralization-related genes in Gigantidas haimaensis
title: Transcriptome analysis of mantle tissues reveals potential biomineralization-related genes in Gigantidas haimaensis

description: The data-set contains 3 samples of transcriptome of Gigantidas haimaensis mantle tissues. Three samples were ovaries, the other three samples were testis. Each sample contains 2 raw data files in fastq format. There are 6 data files for the whole data-set.
description: The data-set contains 3 samples of transcriptome of Gigantidas haimaensis mantle tissues. Three samples were ovaries, the other three samples were testis. Each sample contains 2 raw data files in fastq format. There are 6 data files for the whole data-set.
DOI: 10.57760/sciencedb.01580
title: Database of Anomalies in the Caribbean Sea (oceanographic parameters): DACS-OCE
title: Database of Anomalies in the Caribbean Sea (oceanographic parameters): DACS-OCE

description: This dataset is the result of the computation of the anomalies of the forcings on the ocean surface and the anomalies of the physical parameters of the ocean. The datasources used were ASCAT, GODAS, DASK, ECCO-V4r4 and ORAS5. These anomalies make it easier for researchers to conduct studies related to climate change and other physical processes in the Caribbean Sea. Various existing sources were used, such as model output data, analysis, reanalysis, and satellite observed data, as well as the dataset with combined data sources.
description: This dataset is the result of the computation of the anomalies of the forcings on the ocean surface and the anomalies of the physical parameters of the ocean. The datasources used were ASCAT, GODAS, DASK, ECCO-V4r4 and ORAS5. These anomalies make it easier for researchers to conduct studies related to climate change and other physical processes in the Caribbean Sea. Various existing sources were used, such as model output data, analysis, reanalysis, and satellite observed data, as well as the dataset with combined data sources.
DOI: 10.57760/sciencedb.01590
title: Annual Impervious Surface area Dataset of Yamal-Nenets Okrug，Russia
title: 1990-2018年俄罗斯亚马尔-涅涅茨自治区不透水面扩张数据集

description: This dataset contains annual change information of Yamal-nenets Okrug (62°05′-73°03′N, 61°50′-86°05′E) impervious surface area from 1990 to 2018 at 30m resolution. Change information was generated from LandTrendr and ensemble learning using Google Earth Engine platform.The year of the transition from pervious to impervious is identified from DN value of pixels, ranging from 1990 to 2018. This product is provided in TIFF format and the file was named as “1990-2018 annual impervious area of Yamal-Nenets Okrug”. The validation samples were acquired from Google Earth imagery, with overall accuracy of 81.93%(KAPPA=0.73).
description: This dataset contains annual change information of Yamal-nenets Okrug (62°05′-73°03′N, 61°50′-86°05′E) impervious surface area from 1990 to 2018 at 30m resolution. Change information was generated from LandTrendr and ensemble learning using Google Earth Engine platform.The year of the transition from pervious to impervious is identified from DN value of pixels, ranging from 1990 to 2018. This product is provided in TIFF format and the file was named as “1990-2018 annual impervious area of Yamal-Nenets Okrug”. The validation samples were acquired from Google Earth imagery, with overall accuracy of 81.93%(KAPPA=0.73).
DOI: 10.57760/sciencedb.01606
title: Charging station data for electric vehicle charging
title: Charging station data for electric vehicle charging

description: The data package include charging pile data from 9 stations in Beijing, Shanghai and Shenzhen in China. The original files include messages of pile position, time, vehicle state, SOC (state of charge), current, voltage, temperatrue and etc. The data points are sampled by around 18s for one and a half year. The processed data inlcudes time and charging power with resolution of 18s and 1h.
description: The data package include charging pile data from 9 stations in Beijing, Shanghai and Shenzhen in China. The original files include messages of pile position, time, vehicle state, SOC (state of charge), current, voltage, temperatrue and etc. The data points are sampled by around 18s for one and a half year. The processed data inlcudes time and charging power with resolution of 18s and 1h.
DOI: 10.57760/sciencedb.01625
title: 30 m-scale Annual Global Normalized Difference Urban Index Datasets from 2000 to 2013
title: 30 m-scale Annual Global Normalized Difference Urban Index Datasets from 2000 to 2013

description: Urban areas play a very important role in global climate change. There is an increasing interest in comprehending global urban areas with adequate geographic details for global climate change mitigation. Accurate and frequent urban area information is fundamental to comprehend urbanization processes and land use/cover change, as well as the impact of global climate and environmental change. Defense Meteorological Satellite Program/Operational Line Scan System (DMSP/OLS) night-light (NTL) imagery contributes powerfully to the spatial characterization of global cities, however, its application potential is seriously limited by its coarse resolution. In this paper, we generate annual Normalized Difference Urban Index (NDUI) to characterize global urban areas at a 30 m-resolution from 2000 to 2013 by combining Landsat-7 Normalized Difference Vegetation Index (NDVI) composites and DMSP/OLS NTL images on the Google Earth Engine (GEE) platform. With the capability to delineate urban boundaries and, at the same time, to present sufficient spatial details within urban areas, the NDUI datasets have the potential for urbanization studies at regional and global scales.
description: Urban areas play a very important role in global climate change. There is an increasing interest in comprehending global urban areas with adequate geographic details for global climate change mitigation. Accurate and frequent urban area information is fundamental to comprehend urbanization processes and land use/cover change, as well as the impact of global climate and environmental change. Defense Meteorological Satellite Program/Operational Line Scan System (DMSP/OLS) night-light (NTL) imagery contributes powerfully to the spatial characterization of global cities, however, its application potential is seriously limited by its coarse resolution. In this paper, we generate annual Normalized Difference Urban Index (NDUI) to characterize global urban areas at a 30 m-resolution from 2000 to 2013 by combining Landsat-7 Normalized Difference Vegetation Index (NDVI) composites and DMSP/OLS NTL images on the Google Earth Engine (GEE) platform. With the capability to delineate urban boundaries and, at the same time, to present sufficient spatial details within urban areas, the NDUI datasets have the potential for urbanization studies at regional and global scales.
DOI: 10.57760/sciencedb.01630
title: Primary and secondary sex ratio of Pachycrepoideus vindemmiae
title: Primary and secondary sex ratio of Pachycrepoideus vindemmiae

description: In 'Primary sex ratio' file, 'good host' means removing damaged hosts; 'number of parasitism hosts' are the number of hosts on which the parasitic wasp lays its eggs; 'parasitism rate' is equal to the value of 'number of parasitism hosts' over 'good host'; 'self-parasitism rate' is equal to the value of 'number of self-parasitism hosts(egg number &gt;1)' over 'number of parasitism hosts'; 'primary sex ratio' is equal to the value of 'male egg' over 'number of eggs'.In 'Secondary sex ratio' file, 'good host' means removing damaged hosts; 'secondary sex ratio' is equal to the value of 'male' over 'number of adults'.In 'egg volume' file, parasitoids egg volume with three stages (a preliminary stage (30% of oviposition days), middle stage (30% of oviposition days), and final stage (40% of oviposition days))
description: In 'Primary sex ratio' file, 'good host' means removing damaged hosts; 'number of parasitism hosts' are the number of hosts on which the parasitic wasp lays its eggs; 'parasitism rate' is equal to the value of 'number of parasitism hosts' over 'good host'; 'self-parasitism rate' is equal to the value of 'number of self-parasitism hosts(egg number &gt;1)' over 'number of parasitism hosts'; 'primary sex ratio' is equal to the value of 'male egg' over 'number of eggs'.In 'Secondary sex ratio' file, 'good host' means removing damaged hosts; 'secondary sex ratio' is equal to the value of 'male' over 'number of adults'.In 'egg volume' file, parasitoids egg volume with three stages (a preliminary stage (30% of oviposition days), middle stage (30% of oviposition days), and final stage (40% of oviposition days))
DOI: 10.57760/sciencedb.01525
title: Social foraging and time of access to patch zones in rats
title: Social foraging and time of access to patch zones in rats

description: In social foraging situations, some members of the group tend to search for their own food sources (Producers), while others tend to join previously discovered food sources (Scroungers). Rate Maximization Model and Agent-Based Models predict that as the finder share or the number of food units that producers consume before scroungers join the patch zone decreases, the proportion of scroungers within the group increases. We propose a novel experimental preparation to study finder share effect over the proportion of scroungers in social foraging through controlling the access time to the patch zones. As the access time to discovered patch zones decreases, the opportunity to join patch zones decreases, and finder share increases. As the models predict, our results show that as the access time to the patch zones increases, the proportion of producer responses decreases, and the number of scroungers increases.
description: In social foraging situations, some members of the group tend to search for their own food sources (Producers), while others tend to join previously discovered food sources (Scroungers). Rate Maximization Model and Agent-Based Models predict that as the finder share or the number of food units that producers consume before scroungers join the patch zone decreases, the proportion of scroungers within the group increases. We propose a novel experimental preparation to study finder share effect over the proportion of scroungers in social foraging through controlling the access time to the patch zones. As the access time to discovered patch zones decreases, the opportunity to join patch zones decreases, and finder share increases. As the models predict, our results show that as the access time to the patch zones increases, the proportion of producer responses decreases, and the number of scroungers increases.
DOI: 10.57760/sciencedb.01549
title: The dataset of biochar effects on soil hydrology and crop water use efficiency
title: The dataset of biochar effects on soil hydrology and crop water use efficiency

description: The published studies used for database construction until September 2020 were collected from Web of Science and China National Knowledge Infrastructure (CNKI), using the keywords ‘biochar’ or ‘charcoal’, ‘soil’ and ‘yield’ or ‘soil porosity’ or ‘available water content’ or ‘field water capacity’ or ‘water use efficiency’ for literature retrieval. The period of literature search for database building was from 2010 to 2020.Abbreviations: WUE, water use efficiency; AWC, available water content; SSHC, soil saturated hydraulic conductivity; WC, soil water content; SP, soil porosity; BD, soil bulk density; SOC, soil organic carbon ; FWC, field water capacity; PWP, permanent wilting point ; CP, capillary porosity; SMC, saturated moisture content; MWD, mean weight diameter.
description: The published studies used for database construction until September 2020 were collected from Web of Science and China National Knowledge Infrastructure (CNKI), using the keywords ‘biochar’ or ‘charcoal’, ‘soil’ and ‘yield’ or ‘soil porosity’ or ‘available water content’ or ‘field water capacity’ or ‘water use efficiency’ for literature retrieval. The period of literature search for database building was from 2010 to 2020.Abbreviations: WUE, water use efficiency; AWC, available water content; SSHC, soil saturated hydraulic conductivity; WC, soil water content; SP, soil porosity; BD, soil bulk density; SOC, soil organic carbon ; FWC, field water capacity; PWP, permanent wilting point ; CP, capillary porosity; SMC, saturated moisture content; MWD, mean weight diameter.
DOI: 10.57760/sciencedb.01629
title: PSR B1957+20 FAST Data set
title: PSR B1957+20 FAST Data set

description: This Data set includes three observations of PSR B1957+20 using FAST.
description: This Data set includes three observations of PSR B1957+20 using FAST.
DOI: 10.57760/sciencedb.01538
title: PD-L1_SMIs
title: PD-L1_SMIs

description: Viktar A. Urban, Polina S. Nazarenko, Stanislav A. Perepechko, Valery G.Veresov ‘Using PD-L1 Full-Length Structure, Enhanced Induced Fit Docking and Molecular Dynamics Simulations for Structural Insights into Inhibition of PD-1/PD-L1 Interaction by Small-Molecule Ligands’ Supplementary Material Description Molecular models (in PDB-format) of the 3D-structures of the following complexes come with the submission: (1) The 3D-structure of the PD-L1-dimer-BMS-1016 complex (SM1_PD-L1-BMS1016_mmpbsa);(2) The 3D-structure of the PD-L1-dimer-BMS-2007 complex (SM2_PD-L1-BMS2007_mmpbsa);(3) The 3D-structure of the PD-L1-dimer-BMS-4121 complex (SM3_PD-L1-BMS4121_mmpbsa);(4) The 3D-structure of the PD-L1-dimer-BMS-40210 complex (SM4_PD-L1-BMS40210_mmpbsa);
description: Viktar A. Urban, Polina S. Nazarenko, Stanislav A. Perepechko, Valery G.Veresov ‘Using PD-L1 Full-Length Structure, Enhanced Induced Fit Docking and Molecular Dynamics Simulations for Structural Insights into Inhibition of PD-1/PD-L1 Interaction by Small-Molecule Ligands’ Supplementary Material Description Molecular models (in PDB-format) of the 3D-structures of the following complexes come with the submission: (1) The 3D-structure of the PD-L1-dimer-BMS-1016 complex (SM1_PD-L1-BMS1016_mmpbsa);(2) The 3D-structure of the PD-L1-dimer-BMS-2007 complex (SM2_PD-L1-BMS2007_mmpbsa);(3) The 3D-structure of the PD-L1-dimer-BMS-4121 complex (SM3_PD-L1-BMS4121_mmpbsa);(4) The 3D-structure of the PD-L1-dimer-BMS-40210 complex (SM4_PD-L1-BMS40210_mmpbsa);
DOI: 10.57760/sciencedb.01592
title: anxiety caused by the corona virus
title: anxiety caused by the corona virus

description: The statistical population of this study consists of adult EFL students in language institutes and the language center of the University of Kazerun which amounted to 525 male and female students based on the response rate. However, six of these students were excluded from the data analysis process since they reported that someone close to them were infected with the covid 19 virus at the time of collecting the research data. In addition, two were excluded from the analysis process because they were identified as outliers during data screening process. Therefore we had 517 participants with an average age of 22.45. In addition, 163 (31.5%) of the participants were male students while 354 (68.5%) were female students. With regard to their educational background, 383 (74.1%) were undergraduates, 110 (21.3%) had a master's degree, and 24 (4.6%) had a doctorate. Variables of distress tolerance, health hardiness, and a health-promoting lifestyle are considered as predictors and corona anxiety as the criterion variable.
description: The statistical population of this study consists of adult EFL students in language institutes and the language center of the University of Kazerun which amounted to 525 male and female students based on the response rate. However, six of these students were excluded from the data analysis process since they reported that someone close to them were infected with the covid 19 virus at the time of collecting the research data. In addition, two were excluded from the analysis process because they were identified as outliers during data screening process. Therefore we had 517 participants with an average age of 22.45. In addition, 163 (31.5%) of the participants were male students while 354 (68.5%) were female students. With regard to their educational background, 383 (74.1%) were undergraduates, 110 (21.3%) had a master's degree, and 24 (4.6%) had a doctorate. Variables of distress tolerance, health hardiness, and a health-promoting lifestyle are considered as predictors and corona anxiety as the criterion variable.