cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13577873.v1
title: Dataset

description: This is an open source - publicly available dataset which can be found at https://shahariarrabby.github.io/ekush/ . We split the dataset into three sets - train, validation, and test. For our experiments, we created two other versions of the dataset. We have applied 10-fold cross validation on the train set and created ten folds. We also created ten bags of datasets using bootstrap aggregating method on the train and validation sets. Lastly, we created another dataset using pre-trained ResNet50 model as feature extractor. On the features extracted by ResNet50 we have applied PCA and created a tabilar dataset containing 80 features. pca_features.csv is the train set and pca_test_features.csv is the test set. <br><br>Fold.tar.gz contains the ten folds of images described above. Those folds are also been compressed. Similarly, Bagging.tar.gz contains the ten compressed bags of images. The original train, validation, and test sets are in Train.tar.gz, Validation.tar.gz, and Test.tar.gz, respectively. The compression has been performed for speeding up the upload and download purpose and mostly for the sake of convenience. <br>If anyone has any question about how the datasets are organized please feel free to ask me at shiblygnr@gmail.com .I will get back to you in earliest time possible.<br>
DOI: 10.6084/m9.figshare.24321577.v1
title: supplement table 20231017.xls

description: supplemental material files
DOI: 10.6084/m9.figshare.4040121.v2
title: WS-DREAM dataset#2

description: See the dataset description from our project page:http://wsdream.github.io<br>
DOI: 10.6084/m9.figshare.16699006.v1
title: Genomic MOFs_add

description: Genomic MOFs_add
DOI: 10.6084/m9.figshare.25818769.v1
title: <b>Database "Seasonal mosquito (Diptera: Culicidae) dynamics and the influence of</b><b> </b><b>environmental</b><b> </b><b>variables in a land use gradient from Yucatan, Mexico"</b>

description: Databases and script for the analysis of the article: <b><i>Seasonal mosquito (Diptera: Culicidae) dynamics and the influence of</i></b><b><i> </i></b><b><i>environmental</i></b><b><i> </i></b><b><i>variables in a land use gradient from Yucatan, Mexico. </i></b><b><i>1) climatichabitat.csv. Rainfall and temperature database</i></b><b><i>2) week_abund.csv. Mosquito abundance and </i></b><b><i>environmental</i></b><b><i> database</i></b><b><i>3) eda_log.R. R Script for data exploration</i></b><b><i>4) GLMM.R. R Script for GLMM analysis</i></b><b><i>5) Week accumulated data.R. R Script for climatic variable accumulation</i></b><br>
DOI: 10.6084/m9.figshare.26550406.v3
title: Genome assembly and annotation of black wolfberry (Lycium ruthenicum)

description: A chromosome-level genome of black wolfberry
DOI: 10.6084/m9.figshare.27905544.v3
title: <b>The Five-years Overall Survival and Recurrence Free Survival of Neoadjuvant Systemic Therapy in Breast Cancer Sudanese Patients: A Retrospective Comparative study</b>

description: <b>The Five-years Overall Survival and Recurrence Free Survival of Neoadjuvant Systemic Therapy in Breast Cancer Sudanese Patients: A Retrospective Comparative study</b>
DOI: 10.6084/m9.figshare.28890551.v1
title: Supplementary Data.xlsx

description: This dataset has one EXCEL. xlsx file with two parts (1: Litter decomposition rate, 2: Soil fauna) in the article, specifically as follow: For the data of Litter decomposition rate, the variations includes Litter decomposition constants (k), Hemicellulose remaining (%), Lignin remaining (%), Total N remaining (%), Total S remaining (%) and Total P remaining (%) . The microsite have four as replicate. the sampling includes the initial substrate data in October 2017 and the subsequent the days of 60 (December 2017), 180 (April 2018), 300 (August 2018), 420 (December 2018), 540 (April 2019) and 660 (August 2019). Soil fauna treatment: Soil fauna present, and Soil fauna absent. Yak excrements addition: no addition (CK), addition of dung only (Dung), addition of urine only (Urine), addition of both dung and urine (Dung+Urine). For the data of Soil fauna, the dataset showed the density soil fauna community in soil underneath the excrement spot under different treatments in the incubation time after 300 days (Aug, 2018) and 660 days (Aug, 2019).<br>
DOI: 10.6084/m9.figshare.5241085.v1
title: Erratum: Endothelin-1-Mediated Wave-Like [Ca<sup>2+</sup>]<sub>i</sub> Oscillations in Intact Rabbit Inferior Vena Cava

description: Endothelin-1 (ET1) is an endogenous vasoconstrictor released by the vascular system to regulate the contractility of vascular smooth muscle cells (VSMC). It is implicated in the pathogenesis of hypertension and diabetic vasculopathy. In rabbit inferior vena cava (IVC), 10 n<i>M</i> ET1 induces tonic contraction mainly via type A endothelin receptor activation. Using confocal imaging of Fluo-3 loaded in thein situ VSMC within the intact IVC, we found that ET1 elicited [Ca<sup>2+</sup>]<sub>i</sub> oscillations with an average frequency of 0.31 ± 0.01 Hz. These [Ca<sup>2+</sup>]<sub>i</sub> oscillations occurred as repetitive Ca<sup>2+</sup> waves traveling along the longitudinal axis of the cells with an average velocity of 29 ± 3 µm/s. The Ca<sup>2+</sup> waves were not synchronized between neighboring VSMC nor were they propagated between them. Nifedipine (10 µ<i>M</i>) inhibited the tonic contraction by 27.0 ± 5.0% while SKF96365 (50 µ<i>M</i>) abolished the remaining contraction. In a parallel Ca<sup>2+</sup> study, nifedipine reduced the frequency of the oscillations to 0.22 ± 0.01 Hz while SKF96365 abolished the remaining [Ca<sup>2+</sup>]<sub>i</sub> oscillations. Subsequent application of 25 m<i>M</i> caffeine elicited no further Ca<sup>2+</sup> signal. Thus, we conclude that ET1 stimulates tonic contraction in the rabbit IVC by inducing [Ca<sup>2+</sup>]<sub>i</sub> oscillations and that stimulated Ca<sup>2+</sup> entry through both the L-type voltage-gated Ca<sup>2+</sup> channels and a nifedipine-resistant and SKF96365-sensitive pathway is crucial for the maintenance of [Ca<sup>2+</sup>]<sub>i</sub> oscillations and tonic contraction.
DOI: 10.6084/m9.figshare.19720216.v1
title: Genome assembly and annotation of the Funaria hygrometrica Zurich and UConn accessions as well as Supplementary tables.

description: This repository contains two types of data:
1. Genome assembly and annotation files of the Funaria hygrometrica Zurich and UConn accessions:
<br>
 <strong>Genome_ass_annot.zip</strong>
<br>
2. It also contains all associated supplementary tables and figures.
<br>
 <strong>Supp_Tables_and_Figures.zip</strong>
<br>
Detailed descriptions of the files and their content is provided in the README file.
DOI: 10.6084/m9.figshare.24182586.v1
title: Data of Design and Implementation of Fabric Wrinkle Detection System Based on YOLOv5 Algorithm

description: 数据 基于YOLOv5算法的织物褶皱检测系统设计与实现
DOI: 10.6084/m9.figshare.24616419.v1
title: Climate change effects on mental health in Southeast Asia

description: This data used for study impact of climate change and related factor on mental health in Southeast Asia.
DOI: 10.6084/m9.figshare.24864243.v3
title: A large dataset for VEP based brain-computer interfaces employing narrow-band code modulation and frequency-phase modulation

description: Brain-computer interfaces (BCIs) realize the information transmission between the brain and the external world. Visual evoked potential (VEP) based BCIs have gained widespread attention in the field of multi-instruction interaction attributed to their high information transfer rate (ITR). However, improving the ITR and the practicability is challenging for existing VEP based BCIs due to factors such as the encoding efficiency and the calibration time. Therefore, to address this issue, this study proposed a new encoding method employing narrow-band random sequences and provided a large dataset for VEP based brain-computer interfaces. Narrow-band random sequences are random sequences with a specific frequency band. The dataset encompasses three paradigms that employ three kinds of encoding sequences: narrow-band sequences with a frequency band of 15~25 Hz (NBRS-15), narrow-band random sequences with a frequency band of 8~16 Hz (NBRS-8), and sequences utilizing joint frequency-phase modulation method with a frequency range of 8-15.8 Hz (JFPM-8). The dataset includes 59-channel electroencephalogram (EEG) data for 100 subjects, and the quality of the dataset is validated through quantitative analyses on EEG characteristics and classification performance.
DOI: 10.6084/m9.figshare.26031346.v2
title: The role of transpressional tectonics, volcanism, and fluvial processes on the Oligocene to Pliocene evolution of intermontane basins of the western Colombian Andes

description: Supporting information including new and published detrital zircon U-Pb data
DOI: 10.6084/m9.figshare.886133.v1
title: Analiza finansowa ekonomicznej kondycji na przykładzie przedsiębiorstwa zajmującego się hurtową sprzedażą wyrobów farmaceutycznych i medycznych

description: W pracy dokonano analizy kondycji finansowej przedsiębiorstwa zajmującego się sprzedażą hurtową wyrobów farmaceutycznych i medycznych na przestrzeni sześciu lat. Okres czasu który podlega badaniu to lata 2007-2012. Analiza kondycji ekonomicznej sprowadza się do obliczenia wskaźnika FHI (Financial Health Index) zaproponowanego przez Johna Zietlow’a – profesora finansów na Uniwersytecie Malone w mieście Canton w stanie Ohio (Stany Zjednoczone). Proces kalkulacji tej miary składa się z czterech etapów różniących się rozpatrywanym horyzontem czasu, a wyliczane na każdym z nich wskaźniki dotyczą płynności, wypłacalności oraz elastyczności finansowej. Każda z grup została opisana i przeanalizowana dla omawianej instytucji, a uzyskane wyniki poddano interpretacji.
DOI: 10.6084/m9.figshare.19236276.v1
title: Mitochondrial data.rar

description: Mitochondrial datafinal
DOI: 10.6084/m9.figshare.3863310.v1
title: Relationship between insect density and different vegetation density in a disturbed grassland setting near York University Keele campus

description: The study examines the relationship of insect density relative to their vegetation density in a disturbed grassland setting.<br>Methods:18 different trays of various colours (blue, white, and yellow) were place in groups of 3 with a half meter separation around the grassland area. Of the 6 total groups 3 of them were in areas where there was a high level of vegetation density. while the other 3 were placed in sparse areas of vegetation density. Each of the 18 trays were filled with roughly 60ml of soap+water solution. After roughly 1 and a half hours each of the 6 sites are examined.<br>Record total number of insects observed, and number of species observed. Record data on an Excel spreadsheet<br>Hypothesis: There will be a more insects observed in dense areas of vegetation as opposed to sparse areas of vegetation.<br>Prediction: There will be a higher density of insects in a dense grasslands because of the amount of protection that the flora gives to the insects. Therefore, there will be a positive co-relation between dense vegetation areas and the number of insects observed within a group of pan traps.<br>Metadata:<br>1)Plots: Six groups of pan traps each containing 3 trays were divided into two areas. Three groups were placed specifically in an area of sparse vegetation density, and three were placed in areas of dense vegetation.<br><br>2)Total Number of Insects: The number of insects observed in the pan-traps within each area of the disturbed grassland environment.<br><br>3)Total Number of Species: The number of insect species observed within each area of the disturbed grassland environment.
DOI: 10.6084/m9.figshare.700710.v1
title: Graph Sampling for Linked Data: Linked Movie Database Results

description: Results for Graph Sampling for Linked Data, a submission for ISWC 2013<br>We apply different rewrite methods to transform our RDF graph into an unweighted directed graph with unlabelled edges. The rewritten graph is analysed using different standard network algorithms, after which the weights are aggregated back to the RDF triples.<br>We measure the quality of the subgraph using query logs, where we calculate the recall by executing each query on the subgraph as well as the original graph.<br>Navigatable results (i.e. html) are available here:<br>http://data2semantics.github.io/GraphSampling/
DOI: 10.6084/m9.figshare.7187030.v1
title: Kaingang shamanism as a decolonial potentiality

description: Abstract The different ethnographic studies focusing on the Kaingang people pointed out similar evidence concerning the deep political nature of their shamanic praxis. By presenting ethnographical cases, this article emphasizes the implication of Kaingang shamanism as a cosmopolitical expression involved the historical colonial process. A critical analysis of the shamanism concepts is conducted here with a proper terminology and illustrates the point of view of the Kaingang people on this topic. In particular, the concept of vẽnh péti (dreams) experienced by the kujà (“shaman”) is presented as a possible decolonization impulse. More than a review of ethnographical studies, this paper proposes the mythical narration of a kujà about the birth of Kaingang shamanism and the measures taken by this community to save humanity from darkness, giving back to them political feminine protagonist and the wishes of a decolonial future in ga (the Earth).
DOI: 10.6084/m9.figshare.c.3616859_d1.v1
title: Additional file 1: of The associations between sedentary behaviour and mental health among adolescents: a systematic review

description: Methodological quality assessment checklist (XLSX 15Â kb)
DOI: 10.17632/kphczhdcy8
title: BRP detection in human CSF

description: Raw LC-MS data (raw.d files) generated on an Agilent 6470 Triple Quadrupole LC-MS instrument to provide evidence for BRP peptide detection in human cerebrospinal fluid. By LC-QQQ, we successfully detected endogenous peaks with transitions corresponding to the parent ions (+2 and +3 charge) but also the fragmented ions of BRP (y1+, b2+, z12++, z7+ and z9+) in human CSF co-eluting at 14-15 minutes with the synthesized standard. Data also show the detection of two cleaved fragments from BRP, THRIL and LFNLC, in human CSF.
DOI: 10.17632/p6vg4v7f9k
title: Comprehensive Dataset for Data-Driven Pavement Performance Prediction and Analysis in Flood-Prone Beaumont, Southeast Texas

description: Effective pavement maintenance is vital for the economy, optimal performance, and safety, necessitating a thorough evaluation of pavement conditions such as strength, roughness, and surface distress. Pavement performance indicators significantly influence vehicle safety and ride quality. Recent advancements have focused on leveraging data-driven models to predict pavement performance, aiming to optimize fund allocation and enhance Maintenance and Rehabilitation (M&R) strategies through precise assessment of pavement conditions and defects. A critical prerequisite for these models is access to standardized, high-quality datasets to enhance prediction accuracy in pavement infrastructure management. This data article presents a comprehensive dataset compiled to support pavement performance prediction research, focusing on Southeast Texas, particularly the flood-prone region of Beaumont. The dataset includes pavement and traffic data, meteorological records, flood maps, ground deformation, and topographic indices to assess the impact of load-associated and non-load-associated pavement degradation. Data preprocessing was conducted using ArcGIS Pro, Microsoft Excel, and Python, ensuring the dataset is formatted for direct application in data-driven modeling approaches, including Machine Learning methods. Key contributions of this dataset include facilitating the analysis of climatic and environmental impacts on pavement conditions, enabling the identification of critical features influencing pavement performance, and allowing comprehensive data analysis to explore correlations and trends among input variables. By addressing gaps in input variable selection studies, this dataset supports the development of predictive tools for estimating future maintenance needs and improving the resilience of pavement infrastructure in flood-affected areas. This work highlights the importance of standardized datasets in advancing pavement management systems and provides a foundation for future research to enhance pavement performance prediction accuracy.
DOI: 10.6084/m9.figshare.13235009.v1
title: The Hybrid Dataset of CXR images, CT images and clinical indicators used in our article: Fast automated detection of COVID-19 from medical images using convolutional neural networks

description: The dataset used in our article was uploaded on our Google Drive account and the download link is provided as follows:<br>https://drive.google.com/drive/folders/1-tXCaPtv0vupjXeLvrEX2cGt3tCOqyiv?usp=sharing<br>Six compressed files (named as clinical.zip, COVID-19.zip, CXR.zip, Influenza.zip, Normal.zip and Pneumonia.zip) were included in the download address with a total size of 31.7GB.<br>The sample of this is study is a multi-modal dataset consisting of X-ray image data (X-data), CT image data (CT-data) and clinical indicators data (Clinical-data).The X-data of COVID-19 cases collected from the CCD contained 212 patients diagnosed with COVID-19. We also collected 5,100 normal cases and 3,100 pneumonia cases from the RSNA. In addition, The X-data collected from the Youan hospital contained 45 cases diagnosed with COVID-19, 503 normal cases, 435 cases diagnosed with pneumonia(not COVID-19 patients), and 145 cases diagnosed as influenza.We collected CT-data of 120 normal cases from the LUNA-16. We also collected the CT-data of 215 pneumonia cases from the ICNP. The CT-data collected from the Youan hospital contained 95 patients diagnosed with COVID-19, 50 patients diagnosed with influenza and 215 patients diagnosed with pneumonia.The Clinical-data contained 95 clinical indicators data pairs of COVID-19 (369 images of the lesion area and 95×5 clinical indicators).<br>The persistent web links for the four public data repositories are listed as below: CCD: (https://github.com/ieee8023/covid-chestxray-dataset) RSNA: (https://www.kaggle.com/c/rsna-pneumonia-detection-challenge) LUNA16: (https://luna16.grand-challenge.org/Data/) ICNP: (https://data.mendeley.com/datasets/kk6y7nnbfs/1)<br>
DOI: 10.6084/m9.figshare.15040692.v1
title: GRL Repository 2021

description: Datasets associated with 2021 GRL paper "Ongoing landslide deformation in thawing permafrost" by Patton, Rathburn, Capps, McGrath, and Brown.
DOI: 10.6084/m9.figshare.22337500.v1
title: Co-assembled metagenomic reads from the hindgut samples from the millipede species, Epibolus pulchripes

description: Three quality-filtered reads from the hindgut samples of <em>Epibolus pulchripes</em> were called into anvi’o v7 metagenomic workflow, co-assembled (<em>de novo</em>) with MEGAHITvv1.2.9, and contigs &lt;1 kbp were removed.
DOI: 10.6084/m9.figshare.28582160.v3
title: Dataset

description: dataset for human and AI translation
DOI: 10.6084/m9.figshare.7007534.v1
title: Supplementary Material for: Zinc Alleviates Lipopolysaccharide Interference with Both Body Temperature and Sickness Behavior in Virgin Female Rats

description: <b><i>Objectives:</i></b> Previous studies from our group<b><i></i></b> showed that lipopolysaccharide (LPS) exposure induces several signs of sickness behavior, including a decrease in food consumption, body weight gain, adipsia, and a biphasic effect in tympanic temperature with a first phase of hypothermia, followed by an increased tympanic temperature. LPS can activate a chain of nonspecific host responses, including the immune response, and decreased zinc levels. In addition, there are differences in the immune response between males and females, particularly fever, with sex hormones interfering with body temperature. This study aims to characterize the effects of zinc treatment on tympanic temperature, body weight gain, food and water consumption, and general activity in open field of virgin female rats exposed to a dose of LPS that was previously reported to induce sickness behavior. <b><i>Methods:</i></b> Virgin female Wistar rats were treated with either saline (S) or LPS. One hour later, the S group received another injection of saline (S + S group), half of the LPS group received saline (LPS + S group) and the other half received zinc (LPS + Zn group). Tympanic temperature, body weight, and water and food consumption were measured for 96 h. Measurements and observations started 2 h after LPS administration. <b><i>Results:</i></b> Treatment with zinc attenuated LPS-increased temperature, decreased the body weight gain and food consumption, and water consumption was increased. <b><i>Conclusion:</i></b> Zinc treatment is beneficial as it reduces the increased tympanic temperature induced by LPS, but it does not influence other sickness behavior caused by exposure to LPS.
DOI: 10.6084/m9.figshare.9331643.v1
title: Supplementary Excel File.xlsx

description: List of candidate genetic variants for all 9 subjects
DOI: 10.6084/m9.figshare.12478880.v1
title: JARVIS-DFT input/output files (JVASP-3780 to JVASP-5848)

description: Input/output files from JARVIS-DFT
DOI: 10.6084/m9.figshare.23996292.v1
title: Calculon - SC'23 reproducibility data

description: This file contains both scripts to generate data and generated data for SC'23 paper `Calculon: A Methodology and Tool for High-Level Co-Design of Systems and Large Language Models`.The scripts are copied from the [Calculon SC'23 reproducibilty github](https://github.com/calculon-ai/sc23).The scripts skip all the tasks with pre-existing results.
DOI: 10.6084/m9.figshare.26409490.v2
title: DEMSR-Depth

description: Multi-modal DEM Super-Resolution Using Relative Depth: A New Dataset and Beyond
DOI: 10.17632/2kjkw962gd
title: Dataset on anthropometric measurements of the adult population in Slovakia

description: Table 1 List of 25 anthropometric dimensions and measures that can be used in hygienic and ergonomic practice, especially when designing the optimal spatial arrangement of the workplace and creating an optimal working environment.
Table 2 Database of measured data of selected anthropometric characteristics of the adult population in Slovakia for the years 2003-2023.
Table 3 Summary data of the basic statistical analysis of descriptive statistics for the measured data of anthropometric dimensions in differentiation by gender.
DOI: 10.6084/m9.figshare.19555132.v3
title: NCHEM-22030547_source data

description: Source data