cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ty4kz2245h
title: Innovative Approaches in the Development of the Tourism Industry of Kazakhstan

description: This article discusses modern innovative approaches and trends in the tourism industry, which are an integral part of the national economy, welfare, development and effective growth of regions, requiring support and financing from the state, business structures and potential investors. The article describes the main trends in the development of technologies and their impact on the tourism sector. Analyzed support measures and government regulation of the tourism industry. The participation and role of the state have caused high-tech growth of domestic tourism, but scientific discussions on the form and level of such participation are limited. This is especially true for specific aspects of the participation of the state and its bodies in the development of the innovative sphere of tourism. The paper presents a SWOT analysis of the use of innovations in the development of tourism in the Republic of Kazakhstan. Recommendations for the use of advanced innovative technologies in increasing the effective and progressive growth of the tourism industry.
DOI: 10.17632/vvgkgn5z8j
title: Mapas Geoambientais do município de Almadina-Bahia

description: As técnicas de geoprocessamento podem ser aplicadas em diversos segmentos, dentre eles, questões do planejamento ambiental, através dos estudos geoambientais, indispensáveis por possibilitarem compreender as dinâmicas naturais e os reflexos antrópicos na paisagem. O objetivo desse estudo consiste em analisar as características geoambientais do município de Almadina por meio das aplicações do geoprocessamento, para que possa ser útil ao planejamento ambiental do município. Desse modo, foi possível gerar um projeto cartográfico, com mapeamentos das variáveis dos aspectos climatológicos geológicos, geomorfológicos, hidrográficos pedológicos, e, uso e ocupação do solo da área de estudo. Constatou que a consolidação de dados físico-ambientais existentes foi útil no processo de arranjo, em ambiente de sistemas de informação geográfica, que tornou possível junto a analises destacar as potencialidades, fragilidades, e o uso do espaço pelo homem recorrente das formas de ocupação.
DOI: 10.6084/m9.figshare.12631916.v2
title: Latitudinal gradient of termite diversity indicates higher diversification and narrower thermal niches in the tropics

description: This dataset contains all the files used to investigate the main drivers of the latitudinal gradient of Termite diversity by Cerezer, Azevedo, Nascimento, Franklin, Morais & Dambros (GEB - 2020). The data includes: 1) "TermiteCodes.R" and "TermiteFunctions.R" - Codes and functions used to perform the analyses and produce the figures presented in Cerezer et al. (2020). 2) "TermiteRawData.csv" - Raw data of termite occurrence on a global scale that used the standardized sampling protocol of Jones & Eggleton, 2000 (see Methods for more details). 3) "TermitePredictors.csv" - Predictor variables extracted for each plot and used to test the association with species richness and composition (see Methods for more details). 4) "Metadata" - Description of the predictor variables used in the study.
DOI: 10.6084/m9.figshare.17014220.v1
title: Hesse_CSIA_AA_Stickleback_Archive.xlsx

description: Stable carbon isotope signatures of individual amino acids in permil (vs. VPDB) from three-spined stickleback liver and muscle tissue and dietary samples. Fish individuals were lab-raised offspring from a population gathered from a brook in North-West Germany.
DOI: 10.17632/hxhtnx5g7r
title: Use of Biologic Therapy for Refractory Pemphigoid Gestationis: An Evidence-Based Systematic Review

description: Pemphigoid gestationis (PG) is a rare inflammatory condition of pregnancy characterized by vesicobullous eruption and severe pruritus. It has been linked to maternal and fetal complications. Although use of biologics for refractory PG remains novel, this systematic review summarizes evidence surrounding their use for this condition.
DOI: 10.6084/m9.figshare.28915901.v1
title: Video QR Code in 60km

description: This is the video for a QR code attached in a windshield vehicle at 60 km/h
DOI: 10.6084/m9.figshare.3830001.v1
title: kddcup.data.gz

description: Part of the kddcup99 dataset used in scikit-learn.
DOI: 10.17632/725hpzpwzf
title: ParasitoBank: Dataset of helminths and protozoa in coprology samples

description: This dataset contains 779 images of the visual field from fresh fecal samples analyzed under the microscope. These images were acquired using a Motorola G84 cellphone at resolutions of 3,072 x 3,072 pixels and 3,072 x 4,080 pixels. Parasite content was labeled by outlining regions, resulting in a total of 1,620 intestinal parasites, with a particular focus on intestinal protozoa. Through image processing, non-informative and noisy regions that did not provide relevant information within the visual field were removed, yielding images with an approximately 1:1 aspect ratio and a resolution of 2,100 x 2,100 pixels. The labeling information was organized in a JSON file following the “Common Objects in Context” (COCO) format, which was combined with the folder containing the images into a compressed file.
DOI: 10.17632/zy3yt4hdwz
title: [2022] [GRL] [Jo_et_al] Hysteresis behaviors in East Asian Extreme Precipitation Frequency to CO2 Pathway

description: Supplemental material for "Hysteresis behaviors in East Asian Extreme Precipitation Frequency to CO2 Pathway"
DOI: 10.6084/m9.figshare.11912124.v1
title: Analysis code from A review and meta-analysis of collaborative research prioritization studies in ecology, biodiversity conservation and environmental science

description: R code used to conduct the analysis and create the figures in this study
DOI: 10.6084/m9.figshare.14799051.v1
title: test black excel document.xlsx

description: test blank excel document
DOI: 10.6084/m9.figshare.6605030.v1
title: Supplementary Material for: Distinct Gene Expression Patterns between Nasal Mucosal Cells and Blood Collected from Allergic Rhinitis Sufferers

description: <b><i>Background:</i></b> Investigations of gene expression in allergic rhinitis (AR) typically rely on invasive nasal biopsies (site of inflammation) or blood samples (systemic immunity) to obtain sufficient genetic material for analysis. New methodologies to circumvent the need for invasive sample collection offer promise to further the understanding of local immune mechanisms relevant in AR. <b><i>Methods:</i></b> A within-subject design was employed to compare immune gene expression profiles obtained from nasal washing/brushing and whole blood samples collected during peak pollen season. Twelve adults (age: 46.3 ± 12.3 years) with more than a 2-year history of AR and a confirmed grass pollen allergy participated in the study. Gene expression analysis was performed using a panel of 760 immune genes with the NanoString nCounter platform on nasal lavage/brushing cell lysates and compared to RNA extracted from blood. <b><i>Results:</i></b> A total of 355 genes were significantly differentially expressed between sample types (9.87 to –9.71 log<sub>2</sub> fold change). The top 3 genes significantly upregulated in nasal lysate samples were Mucin 1 (<i>MUC1</i>), Tight Junction Protein 1 (<i>TJP1</i>), and Lipocalin-2 (<i>LCN2</i>). The top 3 genes significantly upregulated in blood samples were cluster of differentiation 3e (<i>CD3E</i>), FYN Proto-Oncogene Src Family Tyrosine Kinase (<i>FYN</i>) and cluster of differentiation 3d (<i>CD3D</i>). <b><i>Conclusions:</i></b> Overall, the blood and nasal lavage samples showed vastly distinct gene expression profiles and functional gene pathways which reflect their anatomical and functional origins. Evaluating immune gene expression of the nasal mucosa in addition to blood samples may be beneficial in understanding AR pathophysiology and response to allergen challenge.
DOI: 10.17632/knmd3dmpb2
title: Raw data for modeling M-commerce adoption among Moroccan consumers.

description: This data was collected from 424 respondents across various cities in Morocco via a self-administered questionnaire.
DOI: 10.17632/nkdm57hvw3
title: KritiSamhita: South Indian Music Tonic Recognition Dataset (Audio)

description: The term ”kriti” stands for ”creation” or ”work” in Sanskrit and designates the primary method of musical composition in Carnatic music. It is a song with a particular arrangement that is a main feature in Carnatic music performances. Kriti is the fundamental unit of a Carnatic music performance in terms of musical form. The Sanskrit word, Samhita means a collection and expresses the idea of things being compiled or assembled following a particular methodology. KritiSamhita is therefore a systematic collection of vocal compositions that the dataset represents, classified by the music tonics of the compositions.

There are currently a limited number of Indian classical music datasets, especially those large enough and with useful annotations for training classification or prediction models. The tonic pitch, or base pitch, plays an important role in music, so much that it is sometimes called the keynote. The vocalists and the accompanying instrumental ensemble are fine-tuned to this keynote to render the composition. However, unlike in the western music where the tonic for a composition is predetermined, in Indian Classical Music (ICM), the lead artist or the vocalist chooses the tonic and other artists attune their rendition to the tonic. To create a large dataset with useful tonic annotations, we compiled these data. This dataset contains snippets covering four different tonics, ranging from F# to A, which are the most commonly used tonics.

The dataset contains two main files: "Carnatic_Dataset_Snippets.zip", a ZIP file containing the 20 second audio snippets, and "Carnatic_Dataset.csv", a CSV file containing the metadata and tonic annotations. Unzipping the ZIP file extracts a folder containing 4 sub folders for each of the 4 tonics represented in the dataset, labeled with the tonic name, such as "F#". Each of the 4 tonic folders contains 20 second snippets of songs in South Indian classical, or Carnatic, music. They are named as follows: {songName}_{tonic}_chunk{number}.mp3. For example, the first snippet of the song Raravenu, recorded in tonic F#, is named "Raravenu_F#_chunk0.mp3". The CSV file contains each snippet's file path and tonic annotation. Continuing the above example, an entry in the CSV file has "Carnatic_Dataset_Snippets/F#/Raravenu_F#_chunk0.mp3" in the first cell, and "F# Scale (4.5 Kattai)" in the second. (Kattai is the South Indian classical music term for tonic, and we included kattai conversions in the annotations as well.)

In total, there are 300 snippets in F#, 207 in G, 240 in G#, and 280 in A.

This dataset can be reused by other researchers to train their classification/prediction models and other automated systems to predict and leverage tonic. These data can also be valuable in helping new or experienced music learners test their pitch and find which tonic works best for them.
DOI: 10.6084/m9.figshare.14414240.v1
title: C41_CST_raw_data

description: Single nucleus RNAseq using CST extraction of Healthy Human Liver. Run on 10X Chromium and cellranger
DOI: 10.6084/m9.figshare.1476870.v1
title: Software to calculate the magnetocaloric effect in second-order magnetic phase transition materials

description: With this code, written in Scilab, the user can calculate the magnetic entropy change and refrigerant capacity of a material with second-order magnetic phase transition. It uses as input the isothermal magnetization vs. magnetization curves placed in the same file with three columns: the first one is for temperatures, the second for applied magnetic field, the last for magnetization. You can find an example of input file distribution in the document named Pr2Fe17_Bulk_O_M(T,H).THM.
DOI: 10.17632/cs5vhh5spg
title: Data for: Seasonality in Faecal Contamination of Drinking Water Sources in the Jirapa and Kassena-Nankana Municipalities of Ghana

description: I have uploaded two SPSS files containing that which were used for the analysis. The "Water_Points_Data" file contains attribute and location information of water sources which were sampled and the amount of faecal coliforms (with the indicator being coliform forming units) detected in water samples in the rainy and dry seasons. The second file named "Household_DATA_cleaned" contains socio-demographic information of the 568 respondents who participated in the study as well as data on access to water and amount of faecal coliforms (with the indicator being coliform forming units) detected in household drinking water sources fin the rainy and dry seasons.
DOI: 10.17632/s85ky27nk7
title: A Mid-Term Pregnancy in a Patient With Sapetat uterus And fetal Gastroschisis

description: Müllerian duct anomalies (MDAs) are congenital uterine abnormalities resulting from incorrectly developed Müllerian ducts. Septate uterus is a genetic abnormality. It’s not known what causes it to occur. It happens as the embryo is developing. All uteri begin development as two tubes that eventually fuse and become one uterus at the midline of the body. In a septate uterus, these two tubes do not fuse together effectively.
In other hand you may face another fetal congenital anomaly like, Gastroschisis is a rare congenital abdominal wall defect in which the intestines, and occasionally the stomach and/or the liver protruding into the amniotic space
This happen when 22 years old woman presented to us with pregnancy of sixth month with vaginal bleeding, she is known for previous two mid-trimestaric miscarriage which the etiology of it was unknown, Ultrasound reveal intrauterine fetal death, of 24 weeks Gestation complicated with Gastroschisis breach presentation minor placenta previa. and Sapetat uterus not reaching the cervix.
This case nead Multidisciplinary team and expertise sonogrophist and urgent wise decision to safe mother and thinking of future pregnancy.
Our descriptive methodology in this case to describe a genetic phenomenon happened to the mother and Congenital anomaly to the fetus and how the medical team explore the option treatment with the best of the patient future purpose of pregnancy
DOI: 10.6084/m9.figshare.22852937.v3
title: Minimal dataset for ConFindr testing using pytest

description: A .tar.gz archive containing 14 .fastq.gz files, which correspond to paired-end Illumina whole-genome sequence data from different foodborne pathogens, and an associated tab-separated value file for the metadata of these samples. These sequence data were obtained by selecting samples from the originally published ConFindr dataset (doi: 10.7717/peerj.6995) and downsampling them. The metadata for these samples was obtained from the Supplemental Information of the original publication. The DownsampleFactor column in the metadata file corresponds to the factor by which the original samples were downsampled (e.g. 0.5 is 2-fold downsampling, 0.1 is 10-fold). <br> Changelog <br> Version 3 <br> Changed test_samples archive from .zip to .tar.gz, as it was in Version 1. <br> Version 2 <br> Renamed '_1' and '_2' file patterns to '_R1' and '_R2' to reflect default ConFindr parameters.
DOI: 10.6084/m9.figshare.25323586.v1
title: The relationship between mitochondrial respiration, restingmetabolic rate and blood cell count in great tits

description: This dataset contains all the results presented in the article entitled "The relationship between mitochondrial respiration, resting metabolic rate and blood cell count in great tits".
DOI: 10.6084/m9.figshare.28696829.v1
title: Will Differences in Case Marking and Word Order affect cross-linguistic structure priming

description: Previous studies examining the role of case marking and word order in cross-linguistic structural priming obtained inconsistent results mostly in bilingual context and between languages with typologically close similarity. The present study extended the research into a trilingual context and between languages that are typologically different by examining cross-linguistic priming of ditransitive structures among Tibetan-Chinese-English trilinguals whose three languages are different in case marking (Tibetan is a case marking language while the other two are not) and word order (Tibetan is SOV but the other two are SVO). The results showed that the priming effect occurred across the three languages, indicating case marking and word order did not hind cross-linguistic priming among the trilinguals. Besides, language proficiency was found to have no moderating effect on the priming process. The results also suggest shared representation of ditransitive structure among Tibetan-Chinese-English trilinguals.
DOI: 10.17632/9bf7b4mdcp
title: Unconfined compression tests data sets

description: Those data are from USC test. the test results are presented with respect to curing time (the file called UCS test results). Several graphs are plotted to find the relation between them. Also the by which we decide the elastic modules are also available here, the file name after E50. The soil we used during the tests, soils index properties are available at gradation curve file. in addition, we go for machine learning approach so the input those what we used for machine learning are also available in file called Regression.
DOI: 10.17632/v9cfssysz9
title: Plots of the Monte Carlo Tree Search in control of the inverted pendulums on the cart

description: This is the supplementary material for the paper XYZ - paper details will be updated after publishing. 
Data presents simulation results for single and double inverted pendulum on cart - Plots present the number of time steps for which the Monte Carlo tree search agent successfully controls the environment. At most 200 steps were allowed (resulting in a total control time of 4s). For each data point, 10 separate simulations with control were run. For more details, please consult the original research.
DOI: 10.6084/m9.figshare.27177912.v2
title: Australian Camera Trap Data (ACTD)

description: The dataset comprises images from camera traps deployed across various sites in Victoria, Australia, regions to monitor biodiversity and conservation. The ecological experts manually sort and review the camera trap data based on the species class. The reviewed camera trap data is processed through the mega detector model to collect the bounding box coordinates of the species. The proposed dataset consists of three variants to address data imbalance issues in species classification by grouping species into higher-level categories (e.g., birds and small mammals) called terrestrial grouped species data, region-specific species data and feral animal data. Each dataset has cropped animal images, YOLO annotated files and COCO formatted JSON files to train efficient deep learning models.
DOI: 10.6084/m9.figshare.28680413.v2
title: Environmental heterogeneity as a determinant of bee diversity patterns in the Atlantic Forest

description: Species occurrence and variables used to construct species distribution models and environmental heterogeneity used in the analyses.<b>occurrences_cleaned_final_FILTERED</b>: cleaned occurrences of bee species native to the Atlantic Forest without correcting the sampling bias (i.e., unfiltered). <b>occurrences_cleaned_final_UNFILTERED</b>: cleaned and bias-corrected species occurrences of bee species native to the Atlantic Forest. Sampling bias was addressed by filtering species in the environmental space. Both datasets have the following columns id: occurrence IDspecies: binomial species namesx: longitude in decimal degree y: latitude in decimal degree<b>Predictor variables SDM</b><b>.zip</b>: Predictor variables in TIF format used to construct Species Distribution Models<b>heterogeneity</b><b>.tif: </b>A multilayer raster in TIF format with environmental heterogeneity variables used in the analyses<br><br>
DOI: 10.17632/2cdkgyk299
title: Data for: Optimal mathematical programming for the warehouse location problem with Euclidean distance linearization

description: Problem instances for the warehouse location problem, optimal solutions for small-sized instances, and source code for WLP by AMPL.
DOI: 10.17632/ddcrrrmxw9
title: QERaman: An open-source program for calculating resonance Raman spectra based on Quantum ESPRESSO

description: We present an open-source program QERaman that computes first-order resonance Raman spectroscopy of materials using the output data from Quantum ESPRESSO. Complex values of Raman tensors are calculated based on the quantum description of the Raman scattering from calculations of electron-photon and electron-phonon matrix elements, which are obtained by using the modified Quantum ESPRESSO. Our program also calculates the resonant Raman spectra as a function of incident laser energy for linearly- or circularly-polarized light. Hands-on tutorials for graphene and MoS2 are given to show how to run QERaman. All codes, examples, and scripts are available on the GitHub repository.
DOI: 10.17632/kpdy4jykbw
title: Knowledge transfer from reverse innovation in global value chains: A signaling theory perspective

description: Using multiple-informant survey data from subsidiaries in China and applying signaling theory, we examine how knowledge transfer through reverse innovation creates value for the MNCs while inducing perceived adaptation risk, which in turn affects parent company’s benefits.
DOI: 10.17632/xjxkyzm6vr
title: Dataset to Differential gene expression of immunity and inﬂammation genes in colorectal cancer using targeted RNA sequencing

description: This dataset contains RNA-seq data used for Reactome data analysis and data obtained in real-time PCR used for verification of RNA-seq data.
DOI: 10.17632/yg3cm325py
title: Chemical and Bioactive Compounds of Estuarine Gracilaria Seaweed from Indonesia

description: The data presents an assessment of the quality of Gracilaria seaweed as the primary raw material for various industrial products. Gracilaria, a type of red seaweed, is the main component used in the agar business and is also employed in the domains of food and biotechnology. The data show that the primary places for sampling are Karawang, Situbondo, and Pasuruan in Java, as well as one location in Lombok, Indonesia.
DOI: 10.6084/m9.figshare.4970222.v2
title: HELCATS LOWCAT

description: Under the EU FP7 HELCATS (helcats-fp7.eu) project, an automated back propagation algorithm has been developed to associate CMEs to solar flare events and their solar surface sources. CME kinematics are compared to active region magnetic field properties. The algorithm has been run on the HELCATS HICAT catalogue of over 2,000 events observed by STEREO/SECCHI-HI between 2007 and 2017, creating the LOWCAT catalogue. A more detailed description of the algorithm will follow with a publication currently under preparation.The LOWCAT catalogue can be downloaded here in several formats; .json, .txt., or an IDL .sav containing a structure. Also included is a property description file as well as a more in depth description of the algorithm.<br>The paper associated with this catalogue is Murray et al, 2018, ''Connecting Coronal Mass Ejections to their Solar Active Region Sources: Combining Results from the HELCATS and FLARECAST Projects", Solar Physics, doi:10.1007/s11207-018-1287-4 (https://arxiv.org/abs/1803.06529).<br>Note that the code used to create this catalogue, originally developed by P. Zucca can be found on GitHub (https://github.com/sophiemurray/lowcat), as well as the code used to analyse the results from the associated paper (https://github.com/sophiemurray/helcats-flarecast).