cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6033754
title: Dataset created in the context of the project "Stable methodologies to evaluate and measure quality, interoperability, blockchain and reuse of open data in the agricultural field"

description: The project "Stable methodologies to evaluate and measure quality, interoperability, blockchain and reuse of open data in the agricultural field", whose website is https://datause.es/, is a project funded by the Ministry of Science and Innovation - State Research Agency, with reference PID2019-105708RB-C22. Within the framework of the project, a bibliographic search is carried out in all thematic categories of the Web of Science (WoS) related to agriculture and related areas. The search equation included the following categories: <strong>WC </strong>= (FOOD SCIENCE TECHNOLOGY OR PLANT SCIENCES OR FORESTRY OR AGRICULTURAL ENGINEERING OR AGRONOMY OR HORTICULTURE OR AGRICULTURE DAIRY ANIMAL SCIENCE OR AGRICULTURE MULTIDISCIPLINARY OR AGRICULTURAL ECONOMICS POLICY) This data set shows the distribution of journals and the quartile they occupy in each of the thematic categories in 2019, with the aim of serving researchers in this area and for future data mining.
description: Ministry of Science and Innovation - State Research Agency, Spain Reference: PID2019-105708RB-C22.
DOI: 10.6084/m9.figshare.21973871
title: Mineralogy and geochemistry of pattern formation in zebra rock from the East Kimberley, Australia: datasets and supplementary materials

description: Contains numerical XRD and LA-ICP-MS data of zebra rock as displayed in figures (Microsoft Excel format), as well as all raw XRD .brml files, and XFM images.
DOI: 10.6084/m9.figshare.21973871.v1
title: Mineralogy and geochemistry of pattern formation in zebra rock from the East Kimberley, Australia: datasets and supplementary materials

description: Contains numerical XRD and LA-ICP-MS data of zebra rock as displayed in figures (Microsoft Excel format), as well as all raw XRD .brml files, and XFM images.
DOI: 10.6084/m9.figshare.21975359
title: Tabular Data to Image Generation - Training Data

description: We defined 300 table-image pairs across 6 categories: meat, wine, sweet, fish, gold, fruit, each with 50 table-image pairs. All images are resized to 256*256 pixles, and all tables consist of 5 to 20 rows.
DOI: 10.6084/m9.figshare.21640895
title: data and code support data prep and model training

description: The data and code is support for data prep and model training in the " Seven-day Sea Surface Temperature Prediction using a 3DConv-LSTM model " manuscript.
DOI: 10.6084/m9.figshare.21640895.v2
title: data and code support data prep and model training

description: The data and code is support for data prep and model training in the " Seven-day Sea Surface Temperature Prediction using a 3DConv-LSTM model " manuscript.
DOI: 10.6084/m9.figshare.21640895.v1
title: data and code support data prep and model training

description: The data and code is support for data prep and model training in the " Seven-day Sea Surface Temperature Prediction using a 3DConv-LSTM model " manuscript.
DOI: 10.25502/39c9-bx38/d
title: Intensive Agribusiness Training for YEAP beneficiaries

description: The Oyo State Youth Entrepreneurship in Agribusiness Project (YEAP) aims to pursue inclusive agribusiness training by empowering the youths to benefit from emerging opportunities and transformation processes across the agricultural value chain. The youth between the ages of 25-35 years, with at least 30% female, will be provided with the appropriate agribusiness skills, mentorship, and business startup support via training and hands-on demonstrations. By employing an agribusiness incubation and apprenticeship model youths will be trained annually, leverage partnerships with development partners, private sector actors in downstream, midstream, and upstream agribusiness activities. YEAP will produce a pool of well-trained entrepreneurs that respond to market demands within the State and across the sub-Saharan region of Africa, reduced youth unemployment, and enhance livelihoods in Oyo State
DOI: 10.25678/0007sv
title: DATA for: Single CSTR can be as effective as an SBR in selecting PHA-storing biomass from municipal wastewater-derived feedstock

description: A key step in the production of polyhydroxyalkanoates (PHAs) from organic waste streams is the selection of a biomass with a high PHA-storage capacity (selection-step), which is usually performed in sequencing batch reactor (SBR) according to the state-of-the-art. When using municipal wastewater (MWW)-derived feedstock, a major challenge is however to perform the selection-step in continuous reactors. The present study therefore investigates to what extent a simple continuous-flow stirred-tank reactor (CSTR) represents a relevant alternative to an aerobic feast-famine SBR for the selection of PHA-storing biomass. To this end, we operated two selection reactors (CSTR vs. SBR) on filtered primary sludge fermentate while performing a detailed analysis of the microbial communities and monitoring PHA-storage over long-term (~150 days) and during accumulation batches. Our study demonstrates that a simple CSTR is as effective as an SBR in selecting biomass with high PHA-storage capacity (up to 0.65 gPHA gVSS-1) while being 50% more efficient in terms of substrate to biomass conversion yields. We also demonstrated that such selection can occur in excess of nitrogen (N) and phosphorus (P), whereas previously P limitation was the only known factor giving a competitive advantage to PHA-storing organisms in a single CSTR. At the same time, we found that nutrient availability is more critical for microbial competition than reactor operation mode (CSTR vs. SBR). Indeed, similar microbial communities developed in both selection reactors, while microbial communities were very different depending on N availability. Rhodobacteraceae gen. were most abundant when growth conditions were stable and N-limited, whereas dynamic N-(and P-)excess conditions favoured the selection of the known PHA-storer Comamonas, and led to the highest observed PHA-storage capacity. Overall, we demonstrate biomass with high storage capacity can be selected in a simple CSTR on a wider range of feedstock than only P-limited ones.
DOI: 10.5281/zenodo.7582755
title: ChinaCropSM 1km: a fine 1 km daily Soil Moisture dataset for dryland wheat and maize across China during 1993–2018

description: ChinaCropSM1km provides 1km gridded daily Soil Moisture for Crop drylands across China over 1993–2018, which contains four daily datasets separately by crop type and soil depth (crop-type <sub>soil-depth</sub>). This dataset is wheat<sub>0-10.</sub> *** The data file is in “.tif" format *** Spatial extent: wheat drylands across China *** Soil depth: 0-10cm *** Temporal Resolution: Daily *** Pixel size: 1000 m *** Projection information: GCS_WGS_1984 *** Filename convention: Year_DOY.tif *** Year: Values from 1993 to 2018
DOI: 10.5281/zenodo.5511665
title: ChinaCropSM 1km: a fine 1 km daily Soil Moisture dataset for dryland wheat and maize across China during 1993–2018

description: ChinaCropSM1km provides 1km gridded daily Soil Moisture for Crop drylands across China over 1993–2018, which contains four daily datasets separately by crop type and soil depth (crop-type <sub>soil-depth</sub>). This dataset is wheat<sub>0-10.</sub> *** The data file is in “.tif" format *** Spatial extent: wheat drylands across China *** Soil depth: 0-10cm *** Temporal Resolution: Daily *** Pixel size: 1000 m *** Projection information: GCS_WGS_1984 *** Filename convention: Year_DOY.tif *** Year: Values from 1993 to 2018
DOI: 10.34740/kaggle/dsv/4918315
title: AutoXGB
DOI: 10.34740/kaggle/ds/2852206
title: Android Malware static feature dataset(6 datasets)
DOI: 10.5281/zenodo.7582195
title: Benchmarking data for the KAGE and GKAGE genotypers

description: Indexes and data for benchmarking KAGE and GKAGE genotypers.
DOI: 10.5281/zenodo.7582194
title: Benchmarking data for the KAGE and GKAGE genotypers

description: Indexes and data for benchmarking KAGE and GKAGE genotypers.
DOI: 10.17632/ct66fr6hkf.1
title: Social behaviour at the beginning of life: the role of quality signals and family size

description: Data from a experiment in which we manipulated the brood size and the UV/yellow colour of blue tit nestlings to analyze their effect on early sociability. The data is in Excel (.xlsx) format and there is a README document explaining the details of the variables.
DOI: 10.17632/wsz875f5hs.1
title: RNA silencing of UNC93A and WDR27

description: In order to investigate the potential effects of a loss of function of UNC93A and WDR27 in four brain cell types (Vascular smooth muscle cells, neurons, and astrocytes), we simultaneously silenced both  UNC93A and WDR27 genes using a siRNA approach and performed a high throughput RNA sequencing. Through the differential expression analysis, we observed that VSMCs had the highest numbers of differentially expressed genes (DEG=2231), followed by pericytes(DEG=2091), while astrocytes (DEG=226) and neurons (DEG=191) showed a modest change in gene expression compared with control groups (Fig. 3A), suggesting that mutations promoting a loss of function of the UNC93A and WDR27 genes affect the neurovascular unit of the brain. Pathway analysis of VSMC and pericyte gene signatures identified enrichment for multiple known molecular pathways associated with neurological disorders. 
The data derived of the RNA silencing technique is in the file "Raw data DEGs".
DOI: 10.17632/b7wbthz6hs.2
title: Database for the modeling of job satisfaction of basic education teachers in Peru (ENDO-2018)

description: This data set is the result of the research entitled: Modeling job satisfaction of basic education teachers through machine learning techniques. It was obtained from the characteristic selection process using the filter methods: Chi-Square categorical variables and ANOVA F-Test for numerical variables, this filtering was carried out in order to obtain the most important variables in the prediction of job satisfaction. of basic education teachers in Peru. The raw database was obtained from the National Survey of Teachers (url: http://escale.minedu.gob.pe/documents/10156/c962628e-2123-4070-af11-50f4772ef7a2) developed by the Ministry of Education of Peru. during the year 2018. This filtered database can be used to predict the job satisfaction of basic education teachers.
Description of the columns.
Columns P401_12_No and P401_12_Yes, represent whether the teacher suffered depression problems, P501_A (total gross income for the previous month (scaled value)), P509 (Perception of living conditions), P818_1 (Satisfaction with his life), P818_6 (Satisfaction with their self-esteem), P818_8 (Satisfaction with their family relationships), P819_1 (Satisfaction with their pedagogical activity), P819_4 (Satisfaction with the relationship with their colleagues), P819_5 (Satisfaction with the relationship with the Director), P819_8 ( Satisfaction with their salary), JobSatisfaction (Teacher job satisfaction)
DOI: 10.17632/cg5zxnz6tj.1
title: Data collected and used to validate the construct of Environmental Attitude in Urban Nepal using 2-MEV Scale

description: Cleaned data collected for 2-MEV Urban Nepal validation study by Shakil Regmi.
DOI: 10.17632/9x7szfz8kc.1
title: Deep CNN for single-cell classification based on pH fingerprints 

description: The research goal was to leverage intracellular structural features together with intracellular pH patterns in order to classify different types of bladder cancer cells using Deep Learning. Specifically, the Deep Convolutional Neural Network (CNN)-based strategy was used to classify individual cells from the RT4 and J82 bladder cancer cell lines upon staining with a pH-sensitive dye (Bromothymol Blue) and bright-field imaging using a digital color camera mounted on a standard inverted microscope. J82 and RT4 cells were imaged using a 40x objective after the internalization of Bromothymol Blue.
DOI: 10.17632/jfdyczfs3s.1
title: International Faculty Teaching Efficacy in the U.S.

description: International Faculty Teaching Efficacy in the U.S.: Variables: Teaching efficacy, English Efficacy, Technology Efficacy and Demographics
DOI: 10.17632/h62z28hb76.1
title: eBook Adoption Survey

description: Raw data from e-book adoption project
DOI: 10.17632/g82zkzhcv7.2
title: Hybrid Flying Squirrel Search Algorithm for solving optimal power flow problem 

description: The datasets of the proposed method are used to carry out the extension of research for other optimization techniques and optimal power flow problems. The selected objective functions in the power systems such as generation fuel cost, emission, and transmission power loss are minimized effectively compared to existing literature.  These datasets were generated using MATLAB programming.
DOI: 10.17632/444hj23mh6.1
title: chemical analyses, qPCR, and metatranscriptomes in Se(IV) bio-reduction

description: We collected these critical data to confirm the microbial Se(IV) reduction processes: (1) Se(IV) concentrations in Se(IV)-reducing cultures amended with or without Se(IV) addition. (2) Proportions of 16S rRNA genes in CsCl gradient fractions obtained in 13C-labeled DNA-SIP. (3) Metatranscritpomes of Se(IV)-reducing cultures with KEGG annotation.
DOI: 10.6084/m9.figshare.21975317
title: Transcriptome sequencing raw data for mouse Testis samples

description: The transcriptome sequencing dataset for mouse tissue samples under hypobaric hypoxia environment. Hypo: hypobaric hypoxia group; NC: control group.
DOI: 10.6084/m9.figshare.21975317.v1
title: Transcriptome sequencing raw data for mouse Testis samples

description: The transcriptome sequencing dataset for mouse tissue samples under hypobaric hypoxia environment. Hypo: hypobaric hypoxia group; NC: control group.
DOI: 10.17632/4mdtr5dx7m.1
title: GNSS velocities  in western China

description: Table S4: the GNSS velocities used for calculating the strain rate field in western China
DOI: 10.17632/99bjr49f24.1
title: LINF_350028800

description: aminopeptidase P
Leishmania infantum (strain JPCM5)
DOI: 10.17632/m4dtb5c48m.1
title: LINF_350029100

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/z7t7vrsvpn.1
title: Experimental Investigation of SVE at Various Collector Configuration Dataset

description: The dataset consists of two files. The first is the raw data collected during the experimental measurements of the Solar Vortex Engine prototype at various collector configurations. The second file consists of the tabulated process variables and the predicted performance variables of the SVE at various configurations. The predicted data were then drawn and included in the second file in graphical format.
DOI: 10.17632/fd6sd5fcmy.1
title: corporate shadow banking scale

description: Corporate shadow banking scale, which is calculated by the percentage ratio of the sum of the scale of entrusted loans, entrusted wealth management, private lending and various shadow credit products to total assets (%).
DOI: 10.17632/9bncfvb54g.6
title: Zearalenone-Contaminated Cereals in African Communities, Probabilistic Exposures and Adverse-Health Outcomes: A Meta-Analysis

description: Zearalenone, a mycotoxin produced by Fusarium spp., is one of the exposomes that elicits global public health concern. However, its exposure and health risks are least studied among cereal-growing communities in Africa. It has been well documented to possess estrogenic activities among female populations in humans and animals. Uncertainties are associated with using the permissible maximum tolerable daily intake as a health-based guidance value. This poses a challenge to quantifying reliable exposures and risks for age-related consumers globally and typically in Africa, where cereal consumption is predicted to increase in the next decade. This meta-analysis used probabilistic approaches to leverage uncertainties in zearalenone concentrations in various cereals reported in the scarce studies published across the continent. Using EFSA recommended guidelines, exposures to zearalenone and health risks, indexed as hazard quotient, were quantified among age-related consumer populations in Africa. Exposures were simulated at 100,000 iterations, benchmarked against the regulatory PMTDI (0.25 μg/kg) and quantified as hazard quotient (HQ) to describe risk of adverse health outcomes. 
The results presented zearalenone concentrations ranging from 0.90 to 1032 μg/kg and high prevalence in rice and rice-based products (75%). Simulated modal and 95th percentile zearalenone exposures ranged respectively from 5.33×10-3 to 9.70×10-2, and 1.91 to 31.60 μg/kg(bw)-day. Infants recorded the highest modal (9.70×10-2 μg/kg(bw)-day, <0.25 μg/kg EFSA limit), and top 5% (95th percentile) exposures (31.60 μg/kg(bw)-day) which exceeded the regulatory threshold and consequently presented risk (HQ>1). In older age groups, 95th percentile exposures ranked in descending order as:  toddlers (13.11 μg/kg(bw)-day) > other children (6.84 μg/kg(bw)-day) > adolescent (3.65 μg/kg(bw)-day) > young adult (2.57 μg/kg(bw)-day) > adult females (2.33 μg/kg(bw)-day) > elderly group (2.09 μg/kg(bw)-day) > adult males (1.91 μg/kg(bw)-day)
The results show a severe risk (HQ >1) among all consumer groups but especially for infants, which seems consistent with global observations in Europe, South America, and the Far East. Infants were more vulnerable to risks arising from zearalenone contaminations and exposures. They are very likely to be exposed to this mycotoxin that exhibits estrogenic traits throughout their lifetime and thus, concerted mitigation strategies for zearalenone must be encouraged to control risk among this age group. Though caution must be exercised in interpreting the results obtained in this study, the probabilistic approach based on the 95th percentile exposure suggests severe zearalenone burden among all consumers, especially infants and children in Africa.
DOI: 10.17632/t95j3dg2sg.1
title: Data of RNA-Seq in fetal lung exposed to Lipopolysaccharide

description: This dataset reflects the RNA sequencing in ex vivo fetal lungs collected from ICR mice at an age of 11.5 embryonic (E) days exposed to Lipopolysaccharide (LPS) at 0 (control group) and 50 μg/mL (LPS group) for 3 days. The dataset includes the summary of the gene sequenced, differentially expressed genes (DEG), and genes annotated by Disease Ontology (DO), Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways.
DOI: 10.17632/f8j46t5sjj.1
title: Data for: Distributed network-constrained P2P community-based market for distribution networks

description: Data set to model the centralized and distributed network-constrained community-based market.

"agents_data.xlsx" file - contains all the necessary community data, demand, PV generation, prices and tariffs.
"case10.m" file - contains all the network nodes data.
DOI: 10.17632/zn4b8sgcyk.1
title: Characterization of the complete mitogenome data of Ischyja marapok (Lepidoptera: Noctuoidea: Erebidae) from Malaysia

description: This dataset described the complete mitochondrial genome of Ischyja marapok (Lepidoptera: Noctuoidea: Erebidae) from Malaysia, sequenced using the next-generation sequencing technologies. It has a total length of 15,421bp in length, consisting of 13 protein-coding genes, 22 transfer RNAs, 2 ribosomal rRNAs and a control region. The genomic DNA was extracted from fresh tissue sample of Ischyja marapok using the Qiagen Blood and Tissue Kit (Qiagen, Valencia, CA) and fragmented using a Bioruptor® system. The library was prepared using NEBNext® Ultra™ II DNA Library Prep Kit for Illumina®. The sample was then sent for sequencing using the Illumina NovaSeq 6000 platform with 150 paired-end mode (PE150). The assembly was done using NOVOPlasty v.4.2 and run through a PALEOMIX BAM pipeline to assess the mitogenome mapping. Annotation was done using the MITOS v2 web server and the predicted protein-coding genes were further verified using the Open Reading Frame (ORF) Finder. The annotated mitogenome sequence file was converted into an accepted Genbank format using the GB2sequin web application. The circular mitogenome map was generated using OGDRAW.  The mitogenome is available in Genbank under the accession number ON165249.
DOI: 10.17632/45zxhmx37y.1
title: Cytosolic DNA sensing by cGAS/STING promotes TRPV2-mediated Ca2+ release to protect stressed replication forks

description: This folder contains supplemental files for "Cytosolic DNA sensing by cGAS/STING promotes TRPV2-mediated Ca2+ release to protect stressed replication forks". 

The available files are: 
(1) immunofluorescence images
(2) Live cell confocal images of GCaMP6s and GCaMPer
(3) images of immunoblots
DOI: 10.17632/53zs79xytt.1
title: The complete mitochondrial genome dataset of the Green Metalwing damselfly, Neurobasis chinensis (Hagen, 1887) (Odonata: Zygoptera: Calopterygidae) from Malaysia

description: This dataset described the complete mitochondrial genome of the Green Metalwing damselfly, Neurobasis chinensis (Odonata: Zygoptera: Calopterygidae) from Malaysia, sequenced using the next-generation sequencing technologies. It has a total length of 15,245bp in length, consisting of 13 protein-coding genes, 22 transfer RNAs, 2 ribosomal rRNAs and a control region. The genomic DNA was extracted from fresh tissue sample of Ischyja marapok using the Qiagen Blood and Tissue Kit (Qiagen, Valencia, CA) and fragmented using a Bioruptor® system. The library was prepared using NEBNext® Ultra™ II DNA Library Prep Kit for Illumina®. The sample was then sent for sequencing using the Illumina NovaSeq 6000 platform with 150 paired-end mode (PE150). The assembly was done using NOVOPlasty v.4.2 and run through a PALEOMIX BAM pipeline to assess the mitogenome mapping. Annotation was done using the MITOS v2 web server and the predicted protein-coding genes were further verified using the Open Reading Frame (ORF) Finder. The annotated mitogenome sequence file was converted into an accepted Genbank format using the GB2sequin web application. The circular mitogenome map was generated using OGDRAW.  The mitogenome is available in Genbank under the accession number ON165246.
DOI: 10.6084/m9.figshare.20358837
title: Arterial hypertension and its covariates among nomadic Raute hunter-gatherers of Western Nepal: a mixed-method study

description: Design A mixed-method study with quantitative and qualitative analyses. Setting Household survey at Raute temporary camps in the Surkhet District of Karnali Province, Nepal between the period of May to September 2021. Primary and secondary outcome measures The presence of hypertension and its socio-demographic, anthropometric, and behavioral covariates among the participants. Participants For quantitative analysis, all men and non-pregnant women of the nomadic Raute community aged 15 years above were evaluated for hypertension and its covariates. For the qualitative analysis, we purposively selected both Raute and Non-Raute key informants for in-depth interviews to understand, explain and enrich the quantitative findings.
DOI: 10.6084/m9.figshare.20358837.v3
title: Arterial hypertension and its covariates among nomadic Raute hunter-gatherers of Western Nepal: a mixed-method study

description: Design A mixed-method study with quantitative and qualitative analyses. Setting Household survey at Raute temporary camps in the Surkhet District of Karnali Province, Nepal between the period of May to September 2021. Primary and secondary outcome measures The presence of hypertension and its socio-demographic, anthropometric, and behavioral covariates among the participants. Participants For quantitative analysis, all men and non-pregnant women of the nomadic Raute community aged 15 years above were evaluated for hypertension and its covariates. For the qualitative analysis, we purposively selected both Raute and Non-Raute key informants for in-depth interviews to understand, explain and enrich the quantitative findings.