cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hzfwzzsk8f.2
title: Electricity consumption and meteorological data of Alto Paraná, Paraguay

description: The data set provides information of electricity consumption and meteorological data of the region of Alto Paraná, Paraguay. Electricity consumption set includes datetime (ISO 8601 without timezone), substation, feeder and consumption (amperage) with an hourly frequency. Meteorological data includes datetime (ISO 8601 without timezone), temperature (Celsius) , relative humidity (percentage), wind speed (km/h, kilometers per hour) and atmospheric pressure (hPa, hectopascal) at the station level with a frequency of every three hours. Both dataset spans from January 2017 to December 2020, the meteorological set contains 22.445 records of one weather station and electricity consumption set contains data from 55 feeders distributed in 14 substations, includes a total of 1.848.947 records. This set can be used to train and validate the performance of machine learning algorithms used in regression and classification as well as modelling, simulation and optimization problems related to energy consumption and climate.
DOI: 10.17632/523fv459dj.1
title: PSM_IRM

description: Part-Supplier Matrix (PSM) maps parts to the potential suppliers. IRM (Integration Risk Matrix) maps the integration risk level of the parts that are integrated by the suppliers.
DOI: 10.17632/mhx3p7w3d6.5
title: Perceptions and opinions on the COVID-19 pandemic in Flanders, Belgium: Data from a five-wave longitudinal study

description: During the COVID-19 pandemic, people have become increasingly fearful of the disease as death tolls rise, while governments attempt to combat it by installing restrictive measures. News media play a vital role as they are the main sources from which people gather information regarding the disease and the public health measures. The present longitudinal data reflect a bird’s eye view of people’s fears towards getting ill, their news media consumption, their attitudes regarding the (Belgian) government’s handling of the COVID-19 crisis, informal care burden, and changes in physical activities. Data were collected at five key moments in the pandemic among adults in Flanders, Belgium: in the middle of March 2020 (W1; when the first restrictive measures went into effect; N = 1,000), early April 2020 (W2; as hospital admissions and death toll peaked; N = 870), at the end of May and beginning of June 2020 (W3; as several measures were lifted or relaxed; N = 768), in late August 2020 (W4; as infection rates increased again; N = 505), and in the middle of March 2021, exactly one year after the first data collection (W5; N = 408). In W4 and W5, new respondents were added to the longitudinal sample to strengthen cross-sectional analyses of these data. These data may be of interest to researchers who wish to explore dynamics of fear and attitudes towards public health measures during this particularly challenging time.
DOI: 10.17632/h7ww9r369c.1
title: Scholl_MontanaStateUniversity_Dissertation_Chapter2_Supplementary_Table_3

description: Results from invertebrate SIMPER analysis for dissertation chapter 2
DOI: 10.17632/2dnm4z64zt.1
title: CBD_THC Zebra finch HVC microlesion study

description: These are raw data, statistical output and summary tables of phonology and syntax analyses.
DOI: 10.17632/2kycm5wwgt.2
title: Undergraduate students responses to Virtual and Augmented Reality (VR/AR) in their dental education

description: This study will evaluate the students' perceptions about implementing VR/AR technologies in the learning setting.
DOI: 10.17632/dbvc4fth8f.1
title: Draft genome sequence data of Psychrobacter nivimaris LAMA 639 and its biotechnological potential

description: This dataset shows the raw data from Psychrobacter nivimaris LAMA 639 genome. This specie is a psychrophilic, aerobic, gram-negative, non-motile bacterium. In this analysis, genomic DNA of Psychrobacter nivimaris strain LAMA 639 was sequenced using NovaSeq 6000 platform (Illumina). The genome was assembled with CLC Genomics Workbench (v. 6.5.2) and annotated with RAST and PATRIC. Secondary analysis was performed with bioinformatics approaches. Searches in NCBI, antiSMASH and NaPDoS. Finally, for three-dimensional prediction Phyre2 was employed.
DOI: 10.17632/d2psvs6cpd.2
title: Dataset: A multiple resource screening strategy with progressive techno-economic thresholds

description: These datasets support the findings of the study titled “A multiple resource screening strategy with progressive techno-economic thresholds: A case for conceptualization of renewable energy pools in Bohol, Philippines”. This study aims to present a resource screening strategy that is capable of supporting multiple RE resources. By extending the grid to the areas with relatively high resource density, this procedure tends to level the development opportunities of RE resources in terms of grid connectivity. Using multi-criteria analysis, it was used to find the best location for the development of “renewable energy pools” in Bohol, Philippines. There are five files in this repository. The data with the filename “POAs Supply Curve” contains the supply curves of all Project Opportunity Areas (POAs) with and without grid extension. The land-use factor, unit installed capacity and several economic parameters necessary to generate these curves are also placed in this file. The data with the filename “REP ranking” contains the overall ranking of REPs in two criteria weighting scenarios (level and case study) with and without grid extension. Results of ranking changes within and across classes of REPs is also placed here. The data with the filename “Sensitivity Analysis” holds the results of the sensitivity analysis we conducted to test the ability of selected evaluation criteria to differentiate and rank REPs. The data with the filename “REP Energy Gen” contains several energy generation scenarios within and across classes of ranked REPs. The data with the filename “Data” contains the sources and description of the datasets used in this study.
DOI: 10.17632/s6p7dwj3j6.3
title: Dataset for paper

description: The survey data file spreadsheet accompanying this article consists of 725 rows and 29 columns. Each row presents an individual's response to a questionnaire.
DOI: 10.17632/vyr4r7mxj8.1
title: Dataset of De Novo Hybrid Berry Transcriptome Profiling and Characterization of Piper sps. (Piper nigrum and Piper longum) using Illumina and Nanopore Sequencing

description: De-novo hybrid Transcriptome analysis using Illumina and Nanopore platform. ◦ Hybrid transcriptome assembly. ◦ Isoform detection and Gene prediction
DOI: 10.17632/7vhk7dxzx3.1
title: LINF_140009200

description: protein of unknown function - conserved Leishmania infantum (strain JPCM5)
DOI: 10.17632/72yc5gmnh2.1
title: LINF_140009700

description: Pyridine nucleotide-disulphide oxidoreductase Leishmania infantum (strain JPCM5)
DOI: 10.17632/8hz93rzxfk.1
title: LINF_140009900

description: nuclear distribution protein c (NudC) like protein Leishmania infantum (strain JPCM5)
DOI: 10.17632/zh7yg7j4k3.1
title: LINF_140010100

description: UDP-glucoronosyl and UDP-glucosyl transferase Leishmania infantum (strain JPCM5)
DOI: 10.17632/5yd338gjys.1
title: LINF_140010200

description: Amastin surface glycoprotein Leishmania infantum (strain JPCM5)
DOI: 10.6073/pasta/ba6aba60bf9af7b7a0d96ce83d5b2406
title: Impacts of Hemlock Harvesting in Central Massachusetts 2003-2009

description: The recent unimpeded infestation of the hemlock woolly adelgid (HWA; Adelges tsugae) across the northeastern U.S. is driving large-scale hemlock decline and mortality. HWA has already infested over 40% of the towns in Massachusetts and, as a result, many landowners are considering pre-emptively harvesting their eastern hemlock (Tsuga canadensis) stands. To examine the local impacts of this cutting activity, we examined stand and ecosystem dynamics in 10 hemlock-dominated sites on public and private lands where hemlocks were harvested between 1 to12 years ago with nearby uncut forests. Forty-two to ninety-seven percent of hemlock stems and basal area were removed from the harvested sites. Sapling densities of 10,500 to 24,000 stems ha-1 dominated the vegetation at older cuts and consisted primarily of black birch (Betula lenta), red maple (Acer rubrum), and white pine (Pinus strobus). Seedling densities averaged 5 m-2 across sites, peaked at 20 m-2 at 6 to 9 year old sites, and consisted of hemlock, white pine, black birch, and red maple. Additional understory species that were common in cuts sites included various raspberry (Rubus) species, often averaging 30% cover, hay-scented fern (Dennstaedtia punctilobula), and various sedge (Carex) species. Harvesting resulted in soils that were 3 to 5 (deg C) warmer and tended to be drier in recent vs. older cuts. Net nitrogen mineralization rates in organic soils averaged just over 10 kg N ha-1yr-1 in recent cuts and approx. 5 kg N ha-1yr-1 in older cuts. Mineral soil net mineralization rates were lower among all cuts, ranging from 2.1 to 3.5 kg N ha-1yr-1. Nitrification rates were low in both soil horizons at all harvest ages. Recent cuts had much higher nitrogen capture (NH4- + NO3+) on resin bags averaging around 1200 μg N g resin-1 vs. 300 to 600 μg N g resin-1 captured in older cuts. Nitrification rates and nitrate capture on resin bags were lower in Massachusetts sites than those reported on sites with a long history of HWA that were then subsequently logged. Findings from this study corroborate past work, as more recent cuts also exhibited increased birch and maple establishment and higher N availability than older cuts. In contrast to prior studies, cutting in Massachusetts sites also led to abundant conifer regeneration of white pine and hemlock, suggesting that seed tree availability, seedbed characteristics, and lack of HWA at several of the MA sites contributed to the higher conifer seedling densities found in this study.
DOI: 10.17632/8cxnkxn9v7.1
title: Role of Diatoms in Water Quality Assessment and Environment

description: The diatoms are one of the prominent and ecologically most significant groups of organisms on the earth. They are unicellular, eukaryotic, photosynthesizing algae, having a siliceous skeleton and are found in all aquatic environments. The division Bacillariophyta is illustrious by the presence of an inorganic cell wall composed of silica (hydrated SiO2). The wall or frustule consists of two parts called “valves”. Diatoms have evolved to have detailed silica cell walls that reflect the types of habitat to which the particular species is adapted. Diatoms multiply rapidly, maintaining a dynamic population of varying size. They range in size between 20-200 microns in diameter or length in size, although sometimes they can be up to 2 mm long. The cell is solitary or colonial. They are non-motile or capable of only limited movement along a substrate and play ecological roles in producing diatomaceous earth and toxic blooms in surface waters.
DOI: 10.25773/53bv-4p15
title: The effect of coastal landform development on decadal- to millennial-scale longshore sediment fluxes: Evidence from the Holocene evolution of the central mid-Atlantic coast, USA - Sediment Core and Chronology Data
DOI: 10.17632/mmtpw5nvg3.1
title: Pre-Post-Test GOCUT Data: Senior 4 Rwandan physics students

description: Geometric Optics Conceptual Understanding Test (GOCUT). We collected items from existing inventories to form this test, GOCUT. It was used to test the effect of PhET simulations and YouTube videos as instructional tools on students' active learning of optics. The data may be reused in various ways. The MS Excel file contains the raw data and little analysis. The test itself is also uploaded for anyone to use. The following publications are linked to this dataset: https://doi.org/10.1080/18117295.2020.1818042 https://doi.org/10.1007/s10956-021-09913-4
DOI: 10.6084/m9.figshare.14405894
title: Data underlying genome-wide association study for bone traits in commercial layer hens in two different housing systems

description: 01_genotypes.txt -- SNP chip genotypes in tab separated text.02_phenotypes.txt -- trait values and covariates, including body mass, bone strength, QCT and thermogravimetric phenotypes in tab separated text.03_phenotype_names.txt -- Associates column names in phenotype file with trait names used in paper.04_map.map -- Position of markers on (GRCg6a) in a Plink-style map file.<br>
DOI: 10.17632/7m2yzmpcft.1
title: Dataset for Detecting Head and Tail of Fish

description: This dataset is for experimenting with the head and tail of fish detection. The dataset contains 200 images, consisting of 1308 annotations (723 heads, 585 heads) divided into 160 training images, 1073 annotations (591 heads, 482 tails), and 40 testing images of 235 annotations (132 heads, 103 heads). Annotations are created using Labelimg for detection using YOLO.
DOI: 10.6084/m9.figshare.14816085
title: Amoeboradix gromovi and Sanchytrium tribonematis genome assemblies.

description: Genome assemblies for the two known species of Sanchytriomycota, Amoeboradix gromovi and Sanchytrium tribonematis.
DOI: 10.6084/m9.figshare.14816085.v1
title: Amoeboradix gromovi and Sanchytrium tribonematis genome assemblies.

description: Genome assemblies for the two known species of Sanchytriomycota, Amoeboradix gromovi and Sanchytrium tribonematis.
DOI: 10.17632/bpfb5sdmyg.1
title: Resource-Based Instruction Data Collected from 2 Higher Learning Institutions in Rwanda

description: This dataset contains five types of data collected from two universities in Rwanda. The first data are related to Pre-service Biology Teachers Achievement Test (PBTAT) designed by authors, the second data are related to Biology Attitude Scale (BAS) adapted from existing tools, the third data are related to Academic Motivation Scale for Learning Biology (AMSLB) adapted from existing tools. All both tools collected data from both universities, the University of Rwanda College of Education (URCE) and the University of Technology and Arts of Byumba (UTAB). However, [the fourth data] classroom observation using the Classroom Observation Protocol for Undergraduate STEM (COPUS) was done only at UTAB and its data are also uploaded here. The fifth data is related to reliability testing before the implementation of PBTAT. The data were collected from November 2020 to March 2021. The data were collected during teaching and learning microbiology. The pre-and post-test design was used at URCE, while the Equivalent time-series design was used at UTAB. The focus group was Year-2 students enrolled in Biology education. These students are future teachers of Biology (Pre-service Biology teachers).
DOI: 10.17632/xskt8cj82b.1
title: Data for: A self-consistent model to describe the temperature dependence of the bulk modulus, thermal expansion and molar volume compatible with 3rd generation CALPHAD databases

description: The present data are associated with a research article in which a model to describe the bulk modulus, thermal expansion coefficient and molar volume at atmospheric pressure is proposed. The model is applied to 3 phases: α-Sn, β-Sn and CaO. For each of these phases, one can find in this folder: 1. A tabulation of all the bulk modulus, thermal expansion coefficient and molar volume data reviewed from the literature. Regarding the data processing, a detailed description is provided in the article associated with this dataset. 2. Thermodynamic database files, plus a demonstration file for α-Sn that can be used to set-up the present model in the Thermo-Calc software package (J.-O. Andersson, T. Helander, L. Höglund, P. Shi, B. Sundman, Thermo-Calc & DICTRA, computational tools for materials science, Calphad. 26 (2002) 273–312. https://doi.org/10.1016/S0364-5916(02)00037-8.) 3. A tabulation of the bulk modulus, thermal expansion coefficient and molar volume data as modeled using the proposed description 4. A comparison between the literature heat capacity data and the data calculated using the thermodynamic descriptions from which some parameters were accepted in this work. Only the relatively low temperature range that is relevant to assess the parameters of the multi-Einstein model was considered in this analysis.
DOI: 10.17632/mbykxh3z8x.3
title: Data for: Morphological Changes of the Root Apex in Anterior Teeth with Periapical Periodontitis: an in-vivo study

description: In this cross‑sectional study, 32 untreated anterior teeth with periapical periodontitis were enrolled, and compared with the healthy contralateral teeth. Cone-beam computed tomography was used to measure diameters of the apical constrictions. 3D reconstruction technique was used to reconstruct the teeth and analysis the apical constriction types. The distances of apical constriction to apical foramen and anatomical apex were measured respectively. Comparisons were made between periapical periodontitis teeth and healthy teeth data (AC-AA, AC-AF) through paired t tests with a significance level of 5%. Differences in constriction forms were analyzed by Fisher exact test or Chi square test according to gender. Statistical Package for Social Sciences 25.0 (IBM Co, New York, NY) was used for statistical analysis. The significance level was set at p &lt; 0.05.
DOI: 10.17632/kbh7hjttzy.1
title: Rapid Requirements Elicitation Sessions Based on Executable Mockups

description: A dateset contains executable models and screenshots of application prototypes developed in sessions of participative design during requirements elicitation using our open-source Kroki tool. We performed a two-our development session with each of ten participants from different business domains: 1. Exposure and Collateral 2. Professional development database 3. Theatre Museum 4. Claims management 5. Road assistance 6. Printing office project management 7. Computer repair shop 8. Tax documentation management 9. Performance and competition management 10. Moving and relocation Questionnaires with obtained results from sessions are also provided in the dateset.
DOI: 10.17632/n85ddgkvd9.1
title: Dataset – Artificial Neural Network (ANN) modelling of wastewater BOD and COD remediation using Hydroponic Vetiver System (HVS)

description: The authors have reviewed 12 studies that evaluate the wastewater remediation potential of Biochemical oxygen demand (BOD) and Chemical oxygen demand (COD) by application of the Vetiver Grass (VG) under hydroponic conditions. 105 datasets of improvement of BOD and COD, each, using the Hydroponic Vetiver system (HVS) were separately tabulated (Ghosh & Sarkar, 2021). Then, HVS predictive modelling of wastewater remediation of BOD and COD was done using Artificial Neural Network (ANN). Four neural networks (NN) were trained and their respective results are tabulated below as per the following nomenclature: • Table 1: NN1 – BOD All Data (105 datasets) • Table 2: NN2 – BOD Truncated Data (85 datasets) • Table 3: NN3 – COD All Data (105 datasets) • Table 4: NN4 – COD Truncated Data (84 datasets) The independent (x) and dependent (Y) variable denominations used for data tabulation were as follows: • Y = Removal efficiency of pollutant parameters of BOD/COD (%) • x1 = inlet or influent pollutant concentration of BOD/COD (mg/L) • x2 = initial plant density (tillers/cu.m) • x3 = hydraulic retention time (HRT) (days) • x4 = molarity of H+ ions (no.), referred henceforth as 'molarity' (mol/L) The four tables are listed subsequently. References: Ghosh, K., & Sarkar, A. (2021). Review dataset of Hydroponic Vetiver System (HVS) experiments on wastewater remediation of BOD and COD. Mendeley Data, V3. https://doi.org/10.17632/d48d22wdy5.3
DOI: 10.17632/w8gy8fwm24.1
title: Criteria Assessment Questionnaire

description: Railway System Alignment/Station Area Selection Criteria Comparison MCDM/MCDA methods are an important support tool in solving various decision-making problems in the field of transport, especially in the field of safety and quality of public transport, selection of development scenarios for public transport systems, location analyses of transport projects, as well as in other problems related to broadly understood road, air, rail and sea transport. This survey mainly focusing on ‘Railway System Alignment/Station Area Selection Criteria Comparison’ which would be a resource for acquiring influence weights for overlaying map layers which is the section of my PhD thesis.
DOI: 10.17632/ds78b7dvh7.1
title: Review list of experiments on wastewater remediation of BOD and COD using Hydroponic Vetiver System (HVS)

description: The author employed the exploratory type research technique through the Grounded Literature Review Method (Dunne, 2011) to list 22 experiments on BOD reduction and 18 experiments on COD reduction in wastewater using the Hydroponic Vetiver System (HVS). The comprehensive list of 22 experiments is summarized in Table 1 below. Out of these 22 experiments, the author further identified 12 studies which clearly indicate either outlet BOD/COD data or percentage reduction data to tabulate the results. Studies that provided plant growth data only as an indicator of the phytoremediation capacity of HVS were not considered as the outlet BOD and COD data was missing. This list of 12 studies is summarized in Table 2 below.
DOI: 10.17632/ssfnrnkgmn.1
title: GPC Data

description: Gel permeation chromatography data of the manuscript "Copper-catalyzed ARGET ATRP of styrene from ethyl α-haloisobutyrate in EtOAc/EtOH, using ascorbic acid/Na₂CO₃ as reducing system"
DOI: 10.17632/w5npd2kp29.1
title: IWSA_PBSDO_Data

description: This data is associated with the paper entitled “Performance-based seismic design optimization using the improved water strider algorithm”. Four algorithms consisting of IWSA (improved water strider algorithm), WSA (water strider algorithm), PSO (particle swarm optimization) and ECBO (enhanced colliding bodies optimization) are utilized for carrying out the optimization. The algorithms have been run multiple times for each structure to provide meaningful statistical results such as mean value and standard deviation. For the 3-storey and 6-storey frames each algorithm has been run 10 times independently, and for the 12-storey frame 6 independent runs were carried out. The results of the algorithms are provided in this repository. Frame3, Frame6 and Frame12 include the data for the 3-storey, 6-storey and 12-storey frame, respectively.
DOI: 10.17632/4vrhbrhkbb.1
title: Gut Microbiota of UC couples

description: The purpose of creating this formatted database is to investigate gut microbial composition and metabolic variation of UC couples. We assumed that gut microbiota of UC spouses is not as similar as that of health individuals by reason of cohabitation with UC patients. Fecal samples were collected from 13 pairs of healthy and UC couples. 16S rRNA gene amplicon sequencing and metagenomics sequencing were used to analyze. We found part of Firmicutes and pathways, changed between UC and health controls had no significant difference between UC and their spouses. Faecalibacterium was the predominantly varied bacterium between UC and UC-S. You are invited to download the tables which were worked out by the analysis. If you prefer to reproduce our research or break new ground, feel free to Email us. liuxinjuan@mail.ccmu.edu.cn, Haojianyu@ccmu.edu.cn.
DOI: 10.17632/tg2gpf4jwh.1
title: Seasonal burden of National Emergency Department visits due to hidradenitis suppurativa

description: Supplementary tables for HS seasonal burden manuscript in JAAD.