cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jz7njvmpvv.1
title: Data for: Hybrid Approach for Intrusion Detection for Fog-Based IoT Environments

description: This dataset presents the code for the proposed hybrid intrusion detection method combining with Artificial Neural Networks (ANN) and K-Nearest Neighbor (KNN).
DOI: 10.17632/jz7njvmpvv.2
title: Data for: Hierarchical Multistep Approach for Intrusion Detection and Identification in IoT and Fog Computing-Based Environments

description: This dataset presents the pseudocode for the proposed two-stage detection architecture called DNNET-Ensemble, combining binary and multiclass detection.
DOI: 10.17632/zz4xst4jry.1
title: Mendeley supplementary

description: Supplemental material for reviewers only.
DOI: 10.17632/bn8m4jnyg3.1
title: A Rising Tide Replication

description: Replication files for "A Rising Tide? The Local Incidence of the Second Wave of Globalization"
DOI: 10.17632/xxd3gfpz6g.1
title: Survey on financial literacy and entrepreneurial intention of students

description: Survey on financial literacy and entrepreneurial intention of students
DOI: 10.17632/pdsffmvky4.1
title: Authorship changes when publishing the works presented in national student forums, Cambios de autoría al publicar los trabajos presentados en fórums nacionales estudiantiles

description: Introduction: The problems with the articles' authorship are frequent; however, in Cuba there are few investigations on the topic.
Objective: To determine the authorship changes in the publication of works presented in medical student forums at national level in Cuba and its associated factors.
Methods: Observational and cross-sectional study using analytical techniques, that included all the works presented in 2016, 2017 and 2019 editions of the medical student forums at national level. A Google Scholar search strategy was carried out in order to check if these works had been published in scientific journals. After, authorship changes were identified and associated factors were looked for. Prevalence ratios (aPR), 95 % confidence intervals (95 % CI) and p values using generalized linear models were obtained.
Results: Of the 129 published works, 89,9 % (n= 116) had authorship changes. In the multivariate analysis, there was more frequency of authorship changes when the articles were published in professionals' journals (aPR: 1,29; IC 95 %: 1,11 - 1,50; p= 0,001) and when the publication occurred later to the event (aPR: 1,20; IC 95 %: 1,01 - 1,42; p= 0,042); that which was contrary when the corresponding author was a student (aPR: 0,79; IC 95 %: 0,66 - 0,95; p= 0,010), adjusted by three variables.
Conclusion: Almost the entirety of the articles had authorship changes and some factors associated to a higher or smaller frequency in those changes were determined (publication, time and corresponding author).
DOI: 10.17632/9jx46np922.1
title: Effects of Zink Administration on Growth Children Aged 24 – 60 Months with Growth Disorders

description: data shows about zinc supplementation for child
DOI: 10.17632/fmb4xmp4k5.1
title: Car Dataset: Used cars data from Bikroy.com

description: The dataset is scraped from Bikroy.com and contains information pertaining to second hand cars that are used in Bangladesh. The dataset contains 1209 records. The columns in the dataset are as follows:

1. car_name	
2. brand	
3. car_model	
4. model_year	
5. transmission	
6. body_type	
7. fuel_type	
8. engine_capacity	
9. kilometers_run	
10.price
DOI: 10.17632/5knn9fmrxv.1
title: Origin of Philippine Sea basins during subduction initiation in the Western Pacific

description: This dataset contains major and trace element data of igneous rocks as well as radiogenic isotopic compositions, Ar/Ar dating results and simple description of the samples from the Northern and the southern Philippine Sea for the manuscript submitted for publication in G-cubed journal on October 2023.
DOI: 10.17632/dmgtpm56db.1
title: Sagittal support rather than medial cortical support matters in geriatric intertrochanteric fracture: a finite element analysis study

description: The model data are associated with the following article (please look there for all information): Jixuan Liu, Yufeng Ge, Minghui Yang, Qing Yang, Sutuke Yibulayimu,Wei Tian, Yanzhen Liu and Yu Wang. Sagittal support rather than medial cortical support matters in geriatric intertrochanteric fracture: a finite element analysis study. Under review (1 2024).
The model disclosure file includes inp files recognizable by the finite element simulation software, providing six model files used to derive the main conclusions of the paper. These models are for medial cortical bone support, anterior cortical bone support, and neutral bone support, in both young and elderly individuals.
DOI: 10.17632/hx58t53vzz.1
title: Data Authoritarian_Silence

description: Base Dados CPOS LID NEG_x1_ for exploratory factor analysis.
Base Dados CPOS LID NEG_152_ for the main study without final variable calculations.
Base Dados CPOS LID NEG_156_ for the main study with variable calculations.
DOI: 10.17632/nxm4dwrh5v.1
title: Food safety knowledge of young food handlers: A cross-sectional study in Turkey

description: Dear Readers, 

By means of data in the attached file;
Using the "score_good" extension datasets; mean, standard deviations were calculated and Figure 1 was created. Datasets with the extension "score_ratio" were used for analysis of variance (t test and ANOVA). 
Binary logistic regression analysis was performed using "food_safety_knowledge_good_poor_coded" and "gender", "age", "monthly income", "grade level", "internship status" (categorical variables) datasets with selected "first" as a reference category.

Kind Regards.
DOI: 10.17632/nc2xpx86wg.1
title: Survey Data on the Knowledge of Malaria, Diagnosis and Prevention

description: This study assesses the knowledge towards malaria, knowledge towards malaria diagnosis and knowledge towards malaria prevention linking the awareness of low levels of malaria transmission in the cause of achieving malaria elimination. The study employed a cross-sectional design in which the staff of Federal College of Medical Laboratory Science and Technology, Jos; Plateau State College of Health Technology, Zawan, and Federal College of Veterinary and Medical Laboratory Technology, Vom were considered for data collection from 27/03/2023 to 30/06/2023. A total of 600 participants were recruited which consist of 300 males, 100 from each Institution and 300 females, 100 from each Institution with age ranging from 18years to &gt; 45 years; level of education considered range from primary to tertiary while the marital status comprises single, married and divorced.
DOI: 10.17632/tvh5nhwx3c.1
title: Cullin-RING E3 ubiquitin ligase 4 regulates neurite morphogenesis during neurodevelopment. Tammy et al.

description: LC-MS/MS raw data for identification of Immunoprecipitated proteins by Cul4a and Cul4b
DOI: 10.17632/v26bzg9833.1
title: Recruitment of trimeric eIF2 by phosphatase non-catalytic subunit PPP1R15B MOLECULAR-CELL-D-23-01479R1

description: Full Western Blots
DOI: 10.17632/833pdbrhdr.1
title: children paper dataset

description: 354 children (6 months – 9 years age range) were considered for the analysis and the anthropometric measurements are 23 measures namely: stature, sitting height, back of the head height, ear height sitting, eye height sitting, height of prominent neck vertebra, shoulder height sitting, chest depth, lower abdominal depth, waist height sitting, hip breadth sitting, underside of elbow height to floor (sitting), underside of elbow height to seat (sitting), back of elbow to wrist crease, shoulder breadth, back of elbow to fingertip, shoulder finger tips depth, palm breadth, hand breadth, wrist breadth, index finger height, middle finger height, seat height, popliteal height (sitting), top of knee height (sitting), lumbar popliteal depth.
DOI: 10.17632/833pdbrhdr.2
title: Anthropometric Data Compilation for Children in Jordan: A Comprehensive Dataset

description: 354 children (6 months – 9 years age range) were considered for the analysis and the anthropometric measurements are 23 measures namely: stature, sitting height, back of the head height, ear height sitting, eye height sitting, height of prominent neck vertebra, shoulder height sitting, chest depth, lower abdominal depth, waist height sitting, hip breadth sitting, underside of elbow height to floor (sitting), underside of elbow height to seat (sitting), back of elbow to wrist crease, shoulder breadth, back of elbow to fingertip, shoulder finger tips depth, palm breadth, hand breadth, wrist breadth, index finger height, middle finger height, seat height, popliteal height (sitting), top of knee height (sitting), lumbar popliteal depth.
DOI: 10.17632/kdgw4mn2vh.1
title: Global Impacts of Introduced Ungulates on Wetland Carbon and Biodiversity: A review

description: This file contains all of the information extracted from studies included in the review titled, 'Global Impacts of Introduced Ungulates on Wetland Carbon and Biodiversity: A review'.
DOI: 10.17632/8thrfnr86n.1
title: Ichthyosporean miRNAs

description: Result files from the publication Identification and Functional Characterization of microRNAs in Ichthyosporea
DOI: 10.17632/ng9n5nwz7p.1
title: Lipoma of the oral cavity with an unusual clinical description: Clinical case presentation and literature review

description: Lipoma is a benign tumor of fat cells that is very rare in the oral region; however, when this area is affected, it has a predilection for the tongue and floor of the mouth. They are characterized by being rounded, variable in size, yellowish in color and soft to palpation. The treatment is surgical and the microscopic study is characterized by mature adipocytes, surrounded by blood vessels and collagen fibers. Below, we present a case of Lipoma in the oral cavity with an unusual clinical presentation.
DOI: 10.17632/fbs2xbw79b.1
title: The impact of COVID-19 on behavioral and emotional wellbeing of children 5 to 12 years in Kuwait: a cross sectional study

description: This study assessed behavioral and emotional patterns in Kuwaiti children during COVID-19 lockdowns and the parents' coping strategies. This we-based cross-sectional study was conducted with the parents of Kuwaiti children between the ages of 5 and 12. A total of 292 parents responded (52.1% male, 47.9% female). Parents reported that for those children with screen time of 120 to 180 minutes daily, the screen time increased from 7.3% before the pandemic to 16.7% during lockdowns. Shorter-duration physical activity increased, while longer-duration physical activity decreased by half during the pandemic. Physical activity before lockdowns for the category of 60-120 minutes was 13.6% for males and 12.3% for females (P value 0.021), while during lockdowns it decreased to 5.8% for males and 7.5% for females (P value &lt;0.000). Also, there was an increase in consumption of snacks like chips and chocolate (27.4%). About 64% of the parents said that their children had sleeping disturbances such as frequent awakenings (34.3%), sleeping less than normal (32.5%), and being afraid to sleep alone (52.4%). Findings suggest that COVID-19 lockdowns had a moderate impact on the behaviors of children in Kuwait.
DOI: 10.17632/3g89m4yrnr.1
title: host response classifier for LRTIs diagnosis

description: host response classifier for LRTIs diagnosis
DOI: 10.34740/kaggle/dsv/7320591
title: Mobile phone activity in Milan
DOI: 10.17632/vpyjwzbdgr.1
title: Direction-Selective Neurons in Macaque V4

description: 1.This file contains the dataset for each figure in "Direction-Selective Neurons in Macaque V4".
2.Each file contains all raw data(including mat file,sheet file mostly) and code which can reproduce the results.These codes are based on matlab 2022a.
DOI: 10.6084/m9.figshare.24081765
title: Data for MEN

description: Data for multi-energy network (including a real TN, a 20-node HN, and a 56-bus PDN)
DOI: 10.6084/m9.figshare.24081765.v3
title: Data for MEN

description: Data for multi-energy network (including a real TN, a 20-node HN, and a 56-bus PDN)
DOI: 10.11583/dtu.22801799.v1
title: Dataset for "Microplastic retention in marine vegetation canopies under breaking irregular waves"

description: The data contained herein are supplemental to the paper:<br>Kerpen, N.B., Larsen, B.E., Schlurmann, T., Paul, M., Guler, H.G., Goral, K.D., Carstensen, S., Christensen, E.D. & Fuhrman, D.R. (2023) Microplastic retention in marine vegetation canopies under breaking irregular waves, Science of the Total Environment, vol. 912, article no. 169280. https://doi.org/10.1016/j.scitotenv.2023.169280<br>The paper considers wave flume experiments studying microplastic retention due to marine vegetation canopies beneath breaking irregular waves.<br>Please see the README.txt file for further details.
DOI: 10.11583/dtu.22801799
title: Dataset for "Microplastic retention in marine vegetation canopies under breaking irregular waves"

description: The data contained herein are supplemental to the paper:<br>Kerpen, N.B., Larsen, B.E., Schlurmann, T., Paul, M., Guler, H.G., Goral, K.D., Carstensen, S., Christensen, E.D. & Fuhrman, D.R. (2023) Microplastic retention in marine vegetation canopies under breaking irregular waves, Science of the Total Environment, vol. 912, article no. 169280. https://doi.org/10.1016/j.scitotenv.2023.169280<br>The paper considers wave flume experiments studying microplastic retention due to marine vegetation canopies beneath breaking irregular waves.<br>Please see the README.txt file for further details.
DOI: 10.18712/nsd-nsd3155-v2
title: Health, environment, and lifestyle among youth in Sogn og Fjordane

description: The municipalities are required to have a comprehensive understanding of the health status of the population, as well as positive and negative factors that may influence it. The overarching purpose of this project is to gather data that can be used to promote population health, well-being, positive social and environmental conditions, and to prevent mental and physical illness, injury, or suffering. Additionally, this project aims to reduce social health inequalities and protect the population from factors that may have a negative impact on health. 

The project focuses on two important challenges in preventive work requiring further research. Firstly, the increasing number of young people affected by overweight and obesity. Secondly, the significant proportion of Norwegian youth who do not complete secondary education, which increases their susceptibility to health issues in adulthood. The project's main objective was to investigate self-reported health and quality of life, as well as factors that may influence these outcomes.

A collaborative project between Sogn og Fjordane County Council(now part of Vestland County Council), host municipalities for secondary schools in Sogn og Fjordane, Sogn og Fjordane University College (now part of Western Norway University of Applied Sciences ), Helse Førde, and the University of Bergen.

License: Creative Commons Attribution 4.0 International (CC-BY-4.0).
DOI: 10.25318/1210016401-eng
title: International merchandise trade by commodity, quarterly

description: International merchandise trade data grouped by North American Product Classification System (NAPCS) section. Users have the option of selecting Imports and Exports. Data are unadjusted and seasonally adjusted, on a Customs and Balance of Payments basis, at a quarterly frequency.
DOI: 10.6073/pasta/fa7380ace83abcb62c35872522d118d4
title: Bird Abundances at the Hubbard Brook Experimental Forest (1969-present) and on three replicate plots (1986-2000) in the White Mountain National Forest

description: Bird abundances have been determined from timed
 censuses, territory maps and nest locations at the Hubbard
 Brook Experimental Forest from 1969 to the present. This data
 set includes counts of the number of adult birds (males and
 females) per 10 ha at HBEF (1969 - present) and on three
 additional plots within the White Mountain National Forest
 (1986 - 2000).
 These data were gathered as part of the Hubbard Brook
 Ecosystem Study (HBES). The HBES is a collaborative effort at
 the Hubbard Brook Experimental Forest, which is operated and
 maintained by the USDA Forest Service, Northern Research
 Station.
DOI: 10.34740/kaggle/dsv/7324364
title: Gladiator Combat Records and Profiles Dataset
DOI: 10.25318/1210016401-fra
title: Commerce international de marchandises par classification des produits, trimestriel

description: Les données du commerce international de marchandises, regroupées par le Système de classification des produits de l'Amérique du Nord (SCPAN). L'usager a la capacité de choisir les importations et les exportations. Les données sont sur une base douanière et balance des paiements, par désaisonnalisation, à une fréquence trimestrielle.
DOI: 10.25318/1210016501-eng
title: Historical (real-time) releases of merchandise imports and exports, customs and balance of payments basis for all countries, by seasonal adjustment and North American Product Classification System (NAPCS)

description: Historical (real-time) releases of merchandise imports and exports with data for years 1988 - current.
DOI: 10.5281/zenodo.10171731
title: Segmentation masks INbreast

description: This dataset provides manually created segmentation masks of the images in the INbreast dataset by I.C. Moreira et al[1]. The masks are saved as nrrd files with pixel-wise ground truth for background (0), breast (1), and pectoral muscle (2) (when present). This dataset is created for the development of a mammogram segmentation model[2].

Segmentation masks were created in three steps, first initialization of the breast boundary by Otsu thresholding[3], second a pectoral muscle initialization for MLO images, and lastly a manual adjustment of the mask, as show in Figure 1. For the MLO views, the already publicly-available annotations of the pectoral muscle were used as the initialization. Finally, each segmentation mask was checked visually and adjusted manually using ITK-SNAP 3.6.0[4] by one of four medical imaging scientists with experience in mammography. This also includes adding pectoral muscle annotation were it was visible in CC views.

[1] I. C. Moreira et al., "INbreast: Toward a Full-field Digital Mammographic Database", Acad. Radiol. 19(2), 236–248 (2012)[2] S.D. Verboom et al., "Deep learning-based breast region segmentation in raw and processed digital mammograms: generalization across views and vendors", Journal of Medical Imaging, 11(1), 014001 (2023)[3] N. Otsu, "A Threshold Selection Method from Gray-Level Histograms", IEEE Trans. Syst. Man. Cybern. 9(1), 62–66 (1979)[4] P. A. Yushkevich et al., "User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability", Neuroimage 31(3), 1116–1128 (2006)
DOI: 10.5281/zenodo.10171732
title: Segmentation masks INbreast

description: This dataset provides manually created segmentation masks of the images in the INbreast dataset by I.C. Moreira et al[1]. The masks are saved as nrrd files with pixel-wise ground truth for background (0), breast (1), and pectoral muscle (2) (when present). This dataset is created for the development of a mammogram segmentation model[2].

Segmentation masks were created in three steps, first initialization of the breast boundary by Otsu thresholding[3], second a pectoral muscle initialization for MLO images, and lastly a manual adjustment of the mask, as show in Figure 1. For the MLO views, the already publicly-available annotations of the pectoral muscle were used as the initialization. Finally, each segmentation mask was checked visually and adjusted manually using ITK-SNAP 3.6.0[4] by one of four medical imaging scientists with experience in mammography. This also includes adding pectoral muscle annotation were it was visible in CC views.

[1] I. C. Moreira et al., "INbreast: Toward a Full-field Digital Mammographic Database", Acad. Radiol. 19(2), 236–248 (2012)[2] S.D. Verboom et al., "Deep learning-based breast region segmentation in raw and processed digital mammograms: generalization across views and vendors", Journal of Medical Imaging, 11(1), 014001 (2023)[3] N. Otsu, "A Threshold Selection Method from Gray-Level Histograms", IEEE Trans. Syst. Man. Cybern. 9(1), 62–66 (1979)[4] P. A. Yushkevich et al., "User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability", Neuroimage 31(3), 1116–1128 (2006)
DOI: 10.5281/zenodo.8242927
title: TCSIF: A temporally consistent global GOME-2A SIF dataset with correction of sensor degradation

description: TCSIF: A temporally consistent global GOME-2A SIF dataset with correction of sensor degradation

 

Description:

The global monthly GOME-2A SIF dataset (2007–2021) with correction of temporal degradation. The corrected global GOME-2 SIF dataset can be obtained in two types. The daily level2 dataset is provided in hdf5 format(compressed in the zip files named "{Year}{Quater}.zip"). The name of the hdf5 files was SIF_daily_YYYYMMDD.h5, YYYY, MM, and DD represent the year, month, and date, respectively. The level3 datasets which were aggregated monthly from the level2 dataset, have a spatial resolution of 0.5°and were saved in TIFF format in chronological order from 2007 to 2021 (compressed in the file "Level3.zip"). The name of the files was SIFpar_evi_monthly _YYYYMM.tif, where SIF was product type, par, and evi represented upscaled parameters, monthly represented temporal scale, YYYY and MM was the year and month, respectively. The SIF output was stored in the hdf5 files along with other variables of interest for further processing and visualization. See the appendix for the structure of the hdf5 file.

 

cloud_fraction[float]:

Description: Effective cloud fraction derived from GOME-2 Level1B product.

Units: none

latitude[float]:

Description: Pixel center latitude.

Units: degrees N

longitude[float]:

Description: Pixel center longitude.

Units: degrees E

latitude_bounds[float]:

Description: Latitude of the boundary corners for each pixel.

Units: degrees N

longitude _bounds[float]:

Description: Longitude of the boundary corners.

Units: degrees E

SIF_740[float]:

Description: SIF signal at 740nm retrieved using the 735–758 nm fitting window.

Units: mW m-2 nm-1 sr-1

SIF_daily [float]:

Description: SIF signal at 740nm with correction of day-length.

Units: mW m-2 nm-1 sr-1

Sigma_i[float]:

Description:  The squre of single retrieval error of SIF_740.

Units: (mW m-2 nm-1 sr-1)2

Solar_zenith_angle [float]:

Description:  Solar zenith angle.

Units: degrees

Solar_azimuth_angle [float]:

Description: Solar azimuth angle.

Units: degrees

Viewing _zenith_angle [float]:

Description: Viewing zenith angle.

Units: degrees

Viewing_azimuth_angle[float]:

Description: Viewing azimuth angle.

Units: degrees

chi2[float]:

Description: The reduced chi-square value calculated based on the the fitting residuals.

Units: None

Rad_NIR[float]:

Description: The average radiance within the 735~758 nm window

Units: mW m-2 nm-1 sr-1

ps_NIR[float]:

Description: The average reflectance within at around 780 nm.

Units: None

ps_red[float]:

Description: The average reflectance within the 665~680 nm window

Units: None

NDVI[float]:

Description: Calculated by the TOA reflectance at red band (around 680 nm) and near-infrared band (around 780nm).

Units: None