cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34777/r18q-pr81
title: FRLL-Morphs

description: FRLL-Morphs is a dataset of morphed face images generated by applying different landmark and generative adversarial networks techniques on the Face Research London Lab dataset.
DOI: 10.17632/kg2cpcjg39.1
title: Antibiotics dispensing practice in communiy pharmacies: results of a cross sectional study in Italy

description: The dataset was used in a cross-sectional study primarily aimed to investigate knowledge and attitudes regarding antibiotic resistance (ABR) and dispensing antibiotic without prescription (DAwP), and to assess the extent of the practice of DAwP among Italian community pharmacists (CPs). From July 2019 to February 2020, a nationwide cross-sectional study was conducted in a representative sample of the Italian CPs. The information is collected through a mixed technique, which uses an online questionnaire that is filled in by respondents, a direct telephone interview with the questionnaire administered by an interviewer, and a self-administered paper questionnaire. An anonymous, structured, validated and pilot-tested questionnaire was used, comprising of five sections: (1) the first section gathered data on demographic and professional characteristics; (2) the second section evaluated pharmacists’ knowledge about ABR and DAwP and its impact on the emergence of ABR and on public health; (3) the third section evaluated CPs’ attitudes towards DAwP and ABR; (4) the fourth section evaluated CPs’ practices regarding dispensing antibiotic with or without prescription, including reasons for DAwP; (5) the fifth section explored the information sources that CPs used to update their knowledge about ABR. Bivariate (t-tests, chi-square and Fisher exact test) and multivariate analyses were conducted to determine the independent association of explanatory variables with the outcomes of interest: (1) having ever been involved in DAwP and (2) having informed clients about antibiotic use while engaged in dispensing. 415 CPs answered the general questionnaire (response rate 86.5%).
DOI: 10.17632/7swv73drgr.2
title: Digiteo_seq1

description: This dataset was recorded with an intel® RealSense™ Depth Camera D435i. The dataset was recorded in the corridors of the laboratory Digiteo bât 650. This dataset has three acquisition modes: IR-D, Passive-Stereo RGB-D and Stereo.
DOI: 10.17632/5t4dkvdy2p.1
title: Assessment of the expression of genes involved in Notch-signalin in Spen- and Connexin43-ablated zebrafish embryos

description: Our study on DCM-candidate gene spen in zebrafish suggests that loss-of Spen leads to development of heart failure and cardiac arrhythmia by downregulation of Connexin43 (Cx43). Since Spen is known to be a regulator of the Notch-signaling pathway via direct interaction with RBPJ, we assessed the regulation of Notch-pathway genes in spen- and cx43-morphants. Additionally, expressional levels of spen and cx43 were assessed in RBPJ-morphants. We found that there is no distinct and significant up- or down regulation of the analyzed Notch targets hey, her3.1, her6, her8.2, and myca in both, MO-spen and MO-cx43 injected embryos. The potential loss of Notch repression in spen morphants does not seem to be sufficient to decisively alter the expression of Notch target genes. Interestingly, the expression of notch1a, the membrane bound notch receptor, was significantly increased in both morphants. Intriguingly, in Notch signaling deficient embryos, which was achieved by rbpja/b-MO injection, we observed a downregulation of spen and cx43. Since RBPJ is the main switch of the Notch signaling pathway, one could assume that the Notch signal transduction cascade might somehow be involved in the regulation of cx43. Further deciphering of the molecular interplay of Cx43 and Spen is part of our future research. Methods: Morpholino and mRNA Injection Procedures: For all Morpholino-modified antisense oligonucleotide injection procedures, the TüAB wild-type strain was used. Morpholino-modified antisense oligonucleotides (MO; Gene Tools, LLC) were directed against the splice donor site of exon 1/intron 1 (5’ CTCAGCAAATCGTCACTTACCGTTT 3’) of zebrafish spen on chromosome 23 (MO-spensplice), the translational start site (5’ TCCCAACGCACTCCAGTCACCCATC 3’) of zebrafish connexin43 on chromosome 20 (MO-cx43ATG). For RBPJ knockdown a morpholine targeting the open reading frame was used (5' CAAACTTCCCTGTCACAACAGGCGC 3'). Reverse Transcriptase (RT)-PCR and quantitative real-time PCR: RNA isolation was performed by using Qiazol Lysis Reagent (Qiagen) according to the manufacturer’s instructions. cDNA was generated from RNA of 72 hpf MO-spensplice- and MO-Ctrl injected embryos using oligo(dT) primer and SuperScript III reverse transcriptase (Invitrogen). RT-PCR was performed according to standard protocols with cx43-, spen-, hey1-, her3.1-, her6-, her8.2- and myca- specific primers. Quantitative real-time PCR was carried out according to standard protocols with the SYBR-Green method (Bio- Rad) and an Eppendorf Realplex-2 cycler or a Roche LightCylcer480.
DOI: 10.17632/2r7j9ms3xc.1
title: Performance-art is a preferred model for malaria education among high school students in western Kenya

description: The data set describes the results of a cross-sectional study designed to determine the level of malaria awareness and the preferred malaria education model(s) among high school students from selected schools in Western Kenya. The study was conducted in three schools and a self-administered questionnaire was used to collect relevant information. Students also participated in art and science malaria-based projects/activities. The study findings show majority of the students (90%) to possess correct knowledge of malaria symptoms and prevention interventions. Performance art was identified as the most preferred malaria education model (51%), followed by open group discussion (16%), science-based demonstration (13%), essay writing (12%) and creative drawing (8%). There was a significant association between sex and preferred model of malaria education with female participation rate in performance arts being significantly higher than that of males (χ=38, p&lt;0.001). Overall, we show that performance art is the preferred model for malaria education among high school students in western Kenya. Identification of preferred engagement model may enable successful implementation of community-based malaria prevention and control activities.
DOI: 10.17632/cf2gn7w8cm.1
title: Drivers of Dietary Transition Supplementary Data

description: Database of Drivers of a new dietary transition towards a sustainable and healthy future
DOI: 10.17632/rzmw4p4kbh.1
title: NFL Counties COVID-19 Case Data

description: The following dataset are the raw cumulative counts for the 219 counties of interest. This includes the in-county (N=30) surrounding counties (N=189). The data is provided in two ways, for R users a .rds is provided, for Python-users and those who utilize statistical software a .csv file of the same data is provided.
DOI: 10.17632/hcvm3zrb95.1
title: Global high-resolution gridded dataset of N2O emission and mitigation potential (GhrdNEv1.0) from Maize and Wheat fields

description: The high-resolution N2O emission and mitigation potential dataset covers the globe (-179.9581 to 179.9812 degrees east and 83.59216 to -89.92174 degrees north) at 0.0833°x 0.0833° spatial resolution from maize and wheat fields at annual temporal resolution. It comprises estimation from four empirical N2O emission models; (a) CCAFS-MOT , (b) IPCC Tier-I , (c) IPCC Tier-II and (d) Tropical-N2O given in a NetCDF datasets. Description of the NetCDF data structure: Two data files are present containing estimated values from Maize and Wheat fields. The metadata in the individual NetCDF files describes the individual variables. The data has three dimensions namely "latitude", "longitude" and "Nreduction" in a global latitude-longitude coordinate. The "Nreduction" dimension variable has 5 levels (0%, 25%, 50%, 75%, 100%), describing the percentage amount of reduced excess nitrogen to each variable/model. The no data value is decoded by the value “-9999”. The variable names comprising the estimated values from the four empirical N2O emission models are described as follows. Where: (a) “N2O.ccafsMOT”: estimated emission values from CCAFS-MOT (b) “N2O.ipccTR1”: estimated emission values from IPCC Tier-I (c) “N2O.ipccTR2”: estimated emission values from IPCC Tier-II (d) “N2O.tropicalN2O”: estimated emission values from Tropical-N2O
DOI: 10.17632/wc3zjthmdp.1
title: TPK and cultivated species

description: The dataset includes the different taxa reported in each survey. This information served as a reference for the analyses of plant use in the community. The following sheets include the presence of cultivated species for both those plots that participated in the PAR project and those that did not. A summary of the descriptive statistics of the comparison of species richness between the different plots analysed is also included.
DOI: 10.17632/t9wbtt3mt2.1
title: LPH Marks et al. Publicly Available Dataset

description: This dataset and R code accompanies a manuscript submitted by Marks et al. to Lancet Public Health entitled "Identifying Counties at Risk of High Overdose Mortality Burden Throughout the Emerging Fentanyl Epidemic in the United States: A Predictive Statistical Modeling Study". The analyses and results are available in the manuscript. All publicly available data used in the study is included in this dataset, in addition to several additional variables. Since the study used restricted mortality records from the CDC, we have censored all variables derived from this restricted data. Given access to the restricted data, researchers can add these variables to this dataset in the indicated columns. The accompanying R Code was used for the analysis.
DOI: 10.17632/yc89ksvj8k.1
title: Design Files & BOM

description: These design files can be used to recreate an cost-efficient profiler that can carry different sensor packages to allow for autonomous dives in the upper two hundred meters and convey its location by satellite communication. The Arctic Research Center Cost-efficient Ocean Profiler (ARC-COP) is a student-built autonomous profiler/float made to do profiles across strong density gradient waters (from 998kg/m^3 to 1040 kg/m^3) such as in arctic coastal waters with meltwater input from rivers, glaciers, icebergs and sea ice. The ARC-COP is controlled by an Arduino Mega and can do weeks of profiling. It is made for easy usage and with its weight of 17 kg it is easy to deploy by a single person from a small boat. Construction parts are verified by FEA and CFD analysis. 2D-drawings (technical drawings) are attached for production guidelines. Software is well tested and commented. PCB layout is ready for production but easy customized.
DOI: 10.17632/hvnzwfvsm7.1
title: Dataset of macrobenthic species, organic matter content and grain-size distribution in surficial seafloor sediments in outer continental shelf, pockmark fields and Capbreton canyon tributaries in the southeastern Bay of Biscay

description: This dataset presents the macrobenthic species abundance and biomass in soft bottom areas located at southeastern Bay of Biscay. Data on organic matter content and grain-size distribution in surficial seafloor sediments is also provided. Samples were obtained with Shipek and Smith-McIntyre type grabs in several surveys carried out between 2010 and 2019, covering a range of depths of 32-1476 m. Abundance and biomass of macronbenthic species are given. This information contributes to the knowledge of the spatial variability in the composition of the soft-bottom macroinfauna in a transitional zone from the continental shelf to the tributaries of the Capbreton submarine canyon.
DOI: 10.15131/shef.data.5787318
title: Data for paper: Effects of carrier injection profile on low noise thin Al0.85Ga0.15As0.56Sb0.44 avalanche photodiodes

description: The files correspond to experimental results in paper: <b>"Effects of carrier injection profile on low noise thin Al0.85Ga0.15As0.56Sb0.44 avalanche photodiodes"</b> published in Optics Express (vol. 26 no. 3, p.3568-3576, Feb. 2018), DOI: https://doi.org/10.1364/OE.26.003568<br>There are two types of files:- .tif and .jpg, which correspond to the figures- .csv, which are raw data in figures and tables<br>This work presents gain and excess noise data for thin nip and pin diodes under different carrier injection profiles.<br>More details can be found in the "Readme.txt" file.
DOI: 10.17632/89yv2dgyxx.1
title: Data for A spatio-temporal framework for a location centric response to COVID-19 risk management with social sensitivity

description: This zipped data file contains R formatted Data and Meta-data used in the research project titled: "A spatio-temporal framework for a location centric response to COVID-19 risk management with social sensitivity". the file is organized in two sub-folders: *The first folder named "Econometric Estimation data and Codes" contains all data for the implemented econometric model estimations, along with the numerical descriptive statistics. *The second folder named "Indices Data and Spatial Visualization Codes" contains the data for creating the two novel indices capturing society's preferences for Covid-19 risk mitigation measures across various sub-national jurisdictions and overtime; along with spatial meta-data for their mapping and visualization.
DOI: 10.17632/7b74nzpf4b.1
title: Inquiry based instruction T-test results

description: The pre-test and post-test results of the control group of students and the experimental group of students provides an insight into the effectiveness of the Inquiry based teaching method.
DOI: 10.17632/4bhyrbftbg.1
title: EFFECT OF SHOULDER INTERNAL ROTATORS STRENGTHENING VERSUS MUSCLE ENERGY TECHNIQUE FOR SHOULDER EXTERNAL ROTATORS ON BOWLING SPEED AMONG FAST BOWLERS PLAYING CRICKET

description: Study Design: Two group, pretest-posttest randomized clinical trial. Purpose: To analyze the efficacy of shoulder internal rotators muscles strengthening and muscle energy technique for external rotators enhancing the bowling in speed among fast bowlers in cricket. Methods: Participants will be screened based on the inclusion and exclusion criteria. Demographic data shall be collected. Participants taken shall be in the age group between 18-30 years, be randomly assigned in two groups. “Experimental group 1” and ‘Experimental group 2’. Out comes considered in the study are Universal Goniometer and Bowling speed km\h. Significance: Results from this study can provide the basis for studying shoulder internal rotators muscles strengthening and MET of shoulder external rotators to be used in rehabilitation and clinical setups which provide additional helpful to the bowlers to increase bowling speed. Procedure of the study is noninvasive, safe, and feasible. Keywords: Bowling, Cricket, Shoulder internal rotators, Shoulder external rotators.
DOI: 10.17632/59zfn6fdb2.1
title: GEOGRAPHIC DISTRIBUTION AND ENVIRONMENTAL TRIGGERS OF SYSTEMIC SCLEROSIS CASES FROM TWO LARGE ACADEMIC TERTIARY CENTERS IN MASSACHUSETTS: SUPPLEMENTAL FIGURES

description: Supplemental figures for Geographic distribution and environmental triggers of systemic sclerosis cases from two large academic tertiary centers in Massachusetts
DOI: 10.17632/8hrx63cpns.1
title: Aquatic Acute Toxicity Data for Water Quality Criteria Development

description: Acute toxicity data from marine and freshwater aquatic species compiled from the US EPA's ECOTOXicology knowledgebase with additional data from marine species gathered from Web of Science and Google Scholar searches. Data are limited to twelve chemicals.
DOI: 10.17632/sdkg5xfvkx.2
title: MOLECULAR-CELL-D-20-01167_Supporting Data

description: Supporting data for MOLECULAR-CELL-D-20-01167, Sadras et al.
DOI: 10.6084/m9.figshare.14222411
title: Supplementary data for: Types of pulsating aurora: Comparison of model and EISCAT electron density observations

description: Supplementary videos: types of pulsating aurora observed over Tromsø. Data is provided by the National institute of Polar research (NIPR), Japan.
DOI: 10.5281/zenodo.4607374
title: The Single-Cell Pathology Landscape of Breast Cancer

description: <strong>All data supporting the findings of the publication "The Single-Cell Pathology Landscape of Breast Cancer", including high-dimension tiff images, single-cell and tumor/stroma masks, single-cell and patient data. The code used to produce the results of this study is available at </strong>https://github.com/BodenmillerGroup/SCPathology_publication.<br> <br> <strong>OMEandSingleCellMasks.zip contains the ome-tiff stacks and the single-cell masks.<br> TumorStroma_masks.zip contains masks for tumor and stromal regions.<br> SingleCell_and_Metadata.zip contains the single-cell and patient data as well as all other input data for the R pipelines on the linked Github repository.</strong> <strong>Important notes when working with the data: </strong> <strong>The single-cell data provided for downstream R analysis is already spillover corrected.</strong> <strong> The single-cell masks that were generated using CellProfiler do not always contain strictly sequential single-cell labels. Every now and then an ID is skipped due to excluded edge cells. This can cause issues in histoCAT and therefore the single cells are automatically relabelled sequentially during loading into histoCAT. We exported the single-cell data from histoCAT for downstream R analysis and therefore the single-cell labels are the newly assigned sequential ones and match the labels in the histoCAT sessions. However, the original mask files that are also provided here still contain the original labels from CellProfiler. For matching the single-cell data provided here directly to the masks (e.g. for visualization of single-cell features on the image outside of histoCAT), the single-cell labels in the mask need to be relabelled as well or matched based on the rank.</strong>
DOI: 10.5281/zenodo.3518283
title: The Single-Cell Pathology Landscape of Breast Cancer

description: <strong>All data supporting the findings of the publication "The Single-Cell Pathology Landscape of Breast Cancer", including high-dimension tiff images, single-cell and tumor/stroma masks, single-cell and patient data. The code used to produce the results of this study is available at </strong>https://github.com/BodenmillerGroup/SCPathology_publication.<br> <br> <strong>OMEandSingleCellMasks.zip contains the ome-tiff stacks and the single-cell masks.<br> TumorStroma_masks.zip contains masks for tumor and stromal regions.<br> SingleCell_and_Metadata.zip contains the single-cell and patient data as well as all other input data for the R pipelines on the linked Github repository.</strong> <strong>Important notes when working with the data: </strong> <strong>The single-cell data provided for downstream R analysis is already spillover corrected.</strong> <strong> The single-cell masks that were generated using CellProfiler do not always contain strictly sequential single-cell labels. Every now and then an ID is skipped due to excluded edge cells. This can cause issues in histoCAT and therefore the single cells are automatically relabelled sequentially during loading into histoCAT. We exported the single-cell data from histoCAT for downstream R analysis and therefore the single-cell labels are the newly assigned sequential ones and match the labels in the histoCAT sessions. However, the original mask files that are also provided here still contain the original labels from CellProfiler. For matching the single-cell data provided here directly to the masks (e.g. for visualization of single-cell features on the image outside of histoCAT), the single-cell labels in the mask need to be relabelled as well or matched based on the rank.</strong>
DOI: 10.5281/zenodo.3368891
title: Castillo de Alcalá de Xivert, Castellón, España, Europa │ Proyecto geomático 2D, 3D

description: Proyecto geomático realizado por <strong>AD&D 4D </strong>para la Diputación de Castellón. <br> Sistema de referencia geodésico:<strong> ETRS-89.</strong> Proyección <strong>UTM-31</strong>. Altitudes<br> Ortométricas referidas al nivel medio del mar de Alicante. Modelo de Geoide<br> <strong>EGM08</strong> con sobrecorreción de nivelación. Panorámica 360º 26.667 x 3066 pix (2019-07-10CastAlcalaXivertPano04) Nube de puntos densa (Cloud Point) GeoRef 153Millones de puntos (2019-07-02CastilloAlcaláDeXivertNPD153MCv) Nube de puntos densa (Cloud Point) GeoRef 47 Millones de puntos (2019-07-02CastilloAlcaláDeXivertNPD47MCv) OrtofotoMapa GeoTiff 1 cm / Pix (2019-07-02CastilloAlcaláDeXivertOrto1cmCv) DEM (Modelo Digital Elevación) 1 cm. / Pix (2019-07-02CastilloAlcaláDeXivertDEM1cmCv) El presente proyecto se encuentra en fase de investigación, los archivos están encriptados. Si desea obtener la clave, por favor póngase en contacto con nosotros a través de correo electrónico: <strong>robertm@add4d.org</strong> <strong>Clave: Divulgación2019</strong>
DOI: 10.6084/m9.figshare.14222456
title: Pathogenicity_auris_DB

description: Pathogenicity of Candida auris database
DOI: 10.15468/p4e45u
title: Distribution extension of Calotes irawadi Zug, Brown, Schulte & Vindum, 2006, previously confused with C. versicolor (Daudin, 1802): first record from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Liu, Shuo, Zuo, Changsheng, Rao, Dingqi (2021): Distribution extension of Calotes irawadi Zug, Brown, Schulte & Vindum, 2006, previously confused with C. versicolor (Daudin, 1802): first record from China. Herpetozoa 34: 83-88, DOI: http://dx.doi.org/10.3897/herpetozoa.34.e62596, URL: http://dx.doi.org/10.3897/herpetozoa.34.e62596
DOI: 10.15468/ubggey
title: A new species of Odorrana (Anura, Ranidae) from Hunan Province, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zhang, Bing, Li, Yuan, Hu, Ke, Li, Pipeng, Gu, Zhirong, Xiao, Nengwen, Yang, Daode (2021): A new species of Odorrana (Anura, Ranidae) from Hunan Province, China. ZooKeys 1024: 91-115, DOI: http://dx.doi.org/10.3897/zookeys.1024.56399, URL: http://dx.doi.org/10.3897/zookeys.1024.56399
DOI: 10.15468/c5s6qx
title: Review of the North American fauna of Drymeia Meigen (Diptera, Muscidae) and evaluation of DNA barcodes for species-level identification in the genus

description: This dataset contains the digitized treatments in Plazi based on the original journal article Savage, Jade, Sorokina, Vera S. (2021): Review of the North American fauna of Drymeia Meigen (Diptera, Muscidae) and evaluation of DNA barcodes for species-level identification in the genus. ZooKeys 1024: 31-89, DOI: http://dx.doi.org/10.3897/zookeys.1024.60393, URL: http://dx.doi.org/10.3897/zookeys.1024.60393
DOI: 10.15468/qkrr2z
title: A new species of leaf-toed gecko (Phyllodactylidae, Phyllodactylus) from Maria Cleofas Island, Nayarit, Mexico

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ramirez-Reyes, Tonatiuh, Barraza-Soltero, Ilse K., Nolasco-Luna, Jose Rafael, Flores-Villela, Oscar, Escobedo-Galvan, Armando H. (2021): A new species of leaf-toed gecko (Phyllodactylidae, Phyllodactylus) from Maria Cleofas Island, Nayarit, Mexico. ZooKeys 1024: 117-136, DOI: http://dx.doi.org/10.3897/zookeys.1024.60473, URL: http://dx.doi.org/10.3897/zookeys.1024.60473