cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14439503
title: WaterWatcher data

description: A measurement and development platform for collecting water quality data (the WaterWatcher) was developed. The platform includes sensors to measure turbidity, total dissolved solids (TDS), and water temperature as variables that are often collected to assess water quality. The design is extensible for research and monitoring purposes, and all design files are provided under open-source permissive licenses for further development. System design and operation are discussed for illustrative purposes. A block diagram indicates elements of mechanical, electrical, and software design for this system. The mechanical assembly used to house circuit boards and sensors is designed using 3D printing for rapid prototyping. The electronic circuit board acts as a carrier for an Arduino 32-bit microcontroller board and an associated cellular module along with a GPS for geolocation of water quality measurements. The cellular module permits data transfer for Internet of Things (IoT) functionality. System operation is set up using a command line interface (CLI) and C++ code that allows for calibration coefficients and human-readable transfer functions to be defined so that sensor voltages are related to physical quantities. Data are cached on a secure digital (SD) card for backup. The circuit was calibrated, and system operation assessed by deployment on an urban reservoir. Biogeochemical cycles were identified in the collected data using spectrogram and semivariogram analyses to validate system operation. As a system with hardware and software released under an open source license, the WaterWatcher platform reduces the time and effort required to build and deploy low-cost water quality measurement sensors and provides an example of the basic hardware design that can be used for measurements of water quality.<br>Dr. Nicholas Kinar & Dr. Markus Brinkmann<br>@ University of SaskatchewanSaskatoon, Saskachewan, Canada
DOI: 10.6084/m9.figshare.14439503.v1
title: WaterWatcher data

description: A measurement and development platform for collecting water quality data (the WaterWatcher) was developed. The platform includes sensors to measure turbidity, total dissolved solids (TDS), and water temperature as variables that are often collected to assess water quality. The design is extensible for research and monitoring purposes, and all design files are provided under open-source permissive licenses for further development. System design and operation are discussed for illustrative purposes. A block diagram indicates elements of mechanical, electrical, and software design for this system. The mechanical assembly used to house circuit boards and sensors is designed using 3D printing for rapid prototyping. The electronic circuit board acts as a carrier for an Arduino 32-bit microcontroller board and an associated cellular module along with a GPS for geolocation of water quality measurements. The cellular module permits data transfer for Internet of Things (IoT) functionality. System operation is set up using a command line interface (CLI) and C++ code that allows for calibration coefficients and human-readable transfer functions to be defined so that sensor voltages are related to physical quantities. Data are cached on a secure digital (SD) card for backup. The circuit was calibrated, and system operation assessed by deployment on an urban reservoir. Biogeochemical cycles were identified in the collected data using spectrogram and semivariogram analyses to validate system operation. As a system with hardware and software released under an open source license, the WaterWatcher platform reduces the time and effort required to build and deploy low-cost water quality measurement sensors and provides an example of the basic hardware design that can be used for measurements of water quality.<br>Dr. Nicholas Kinar & Dr. Markus Brinkmann<br>@ University of SaskatchewanSaskatoon, Saskachewan, Canada
DOI: 10.24431/rw1k57v
title: From bycatch to breeding colonies: Determining the source of Northern Fulmar bycatch in Alaska longline fisheries 2006-2016

description: This dataset is from a project that used northern fulmar samples taken at breeding colonies (1992-2004) and from a bycatch necropsy program (2006-2016) to determine the genetic population structure of the species in Alaska and create a reference ‘baseline’ dataset for genetic stock identification. The specimens collected as bycatch in fisheries were genotyped and the data used to ascertain the proportion of bycatch from each colony and whether particular colonies are disproportionately represented in bycatch. This dataset is composed of 7 files that include data as well as R code used and developed as part of the analysis for this project: nprb_1714_northern_fulmar_Rproject.zip, nprb_1714_northern_fulmar_reference.vcf.gz, nprb_1714_northern_fulmar_RADseq_baseline.vcf.gz, nprb_1714_northern_fulmar_bycatch_BAM_files2.zip, nprb_1714_northern_fulmar_bycatch_BAM_files1.zip, nprb_1714_northern_fulmar_baseline_genotypes.csv, nprb_1714_northern_fulmar_baseline_BAM_files.zip
DOI: 10.5281/zenodo.3939561
title: IODP Expedition 327, Hole U1362A - Well Logging Data

description: Logging data are measurements of physical properties of the formation surrounding a borehole, acquired in situ after completion of coring (wireline logging) or during drilling (Logging-While-Drilling, LWD). The range of data (resistivity, gamma radiation, velocity, density, borehole images,…) in any hole depends on the scientific objectives and operational constraints.
description: IODP Expedition 327: Juan de Fuca Ridge-Flank Hydrogeology
DOI: 10.5281/zenodo.3939560
title: IODP Expedition 327, Hole U1362A - Well Logging Data

description: Logging data are measurements of physical properties of the formation surrounding a borehole, acquired in situ after completion of coring (wireline logging) or during drilling (Logging-While-Drilling, LWD). The range of data (resistivity, gamma radiation, velocity, density, borehole images,…) in any hole depends on the scientific objectives and operational constraints.
description: IODP Expedition 327: Juan de Fuca Ridge-Flank Hydrogeology
DOI: 10.25934/00005635.0
title: Available IPD datapackage for study 'Chemotherapy and Antibody Response Evaluation (CARE): A phase III, multinational, randomized study of recombinant humanized anti-p185HER2 monoclonal antibody (rhuMAb HER2) combined with chemotherapy in patients with HER2 overexpression who have not received cytotoxic chemotherapy for metastatic breast cancer.'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00005635.1
title: IPD datapackage for study 'Chemotherapy and Antibody Response Evaluation (CARE): A phase III, multinational, randomized study of recombinant humanized anti-p185HER2 monoclonal antibody (rhuMAb HER2) combined with chemotherapy in patients with HER2 overexpression who have not received cytotoxic chemotherapy for metastatic breast cancer.' and research request: 'Roles of neutrophil/lymphocyte ratio (NLR) and platelet/lymphocyte ratio (PLR) in prognosis and in differentiation of potential beneficiaries in HER2-positive breast cancer with trastuzumab therapy'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00005640.0
title: Available IPD datapackage for study 'A Multicenter, Randomized Comparative Study on the Efficacy and Safety of Herceptin (Trastuzumab) Plus Docetaxel (Taxotere) Versus Docetaxel Alone as First Line Treatment in Patients with HER2-Positive Metastatic Breast Cancer'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00005640.1
title: IPD datapackage for study 'A Multicenter, Randomized Comparative Study on the Efficacy and Safety of Herceptin (Trastuzumab) Plus Docetaxel (Taxotere) Versus Docetaxel Alone as First Line Treatment in Patients with HER2-Positive Metastatic Breast Cancer' and research request: 'Roles of neutrophil/lymphocyte ratio (NLR) and platelet/lymphocyte ratio (PLR) in prognosis and in differentiation of potential beneficiaries in HER2-positive breast cancer with trastuzumab therapy'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.5281/zenodo.4697026
title: Virtual T-maze paradigm including resting EEG: Example dataset

description: These electroencephalography (EEG) data files were collected in a virtual T-maze paradigm. Here we provide an example dataset that was recorded during a student research project and that was used as example files for the EPOS pipeline (https://osf.io/cw5qv/). The EEG data was collected using brainvision recorder <em> (BrainVision Analyzer, Version 2.2.0, Brain Products GmbH, Gilching, Germany)</em> and Brainvision BrainAmp with 64 Channels. It comprises 8 minutes of resting EEG, training sessions before the virtual T-maze task, the virtual T-maze task and partly also the rating sessions after the virtual T-maze. This sample dataset was chosen for demonstration EPOS as this chain has be developped to investigate event related frequency responses in datasets with trials from 13 seconds up to 20 seconds duration, including joystick movement artifacts. The data collection was carried out in accordance with the recommendations of the “Ethical guidelines, The Association of German Professional Psychologists” (“Berufsethische Richtlinien, Berufsverband Deutscher Psychologinnen und Psychologen”) with written informed consent from all subjects. All subjects gave written informed consent in accordance with the Declaration of Helsinki before they participated in the experiment. The protocol was approved with the file reference GZEK-2017-18 by the local ethics committee of the department of psychology of the Julius-Maximilians-University of Würzburg (Ethikkommission des Institutes für Psychologie der Humanwissenschaftlichen Fakultät der Julius-Maximilians-Universität Würzburg). For additional information about the virtual T-maze, please see the following references: Rodrigues, J. (2016). <em>Let me change your mind… Frontal brain activity in a virtual T-maze</em>. https://opus.bibliothek.uni-wuerzburg.de/frontdoor/index/index/docId/14328 Rodrigues, J., Allen, J. J. B., Müller, M., & Hewig, J. (2021). Methods matter: An examination of factors that moderate predictions of the capability model concerning the relationship of frontal asymmetry to trait measures. <em>Biological Psychology</em>, <em>158</em>, 107993. https://doi.org/10.1016/j.biopsycho.2020.107993 Rodrigues, J., Müller, M., & Hewig, J. (2020). Cardiac defensive reactions and orienting responses correspond to virtual withdrawal behavior choices in a virtual T-maze. <em>International Journal of Psychophysiology</em>, <em>158</em>, 73–85. https://doi.org/10.1016/j.ijpsycho.2020.08.010 Rodrigues, J., Müller, M., Mühlberger, A., & Hewig, J. (2018). Mind the movement: Frontal asymmetry stands for behavioral motivation, bilateral frontal activation for behavior. <em>Psychophysiology</em>, <em>55</em>(1), e12908. https://doi.org/10.1111/psyp.12908 Rodrigues, J., Ziebell, P., Müller, M., & Hewig, J. (2020). <em>Tell me what I told you Mini-Me: Constructing and providing a two layer feedforward networks for behavioral classification of continuous data</em>. https://doi.org/http://dx.doi.org/10.23668/psycharchives.4199
DOI: 10.5281/zenodo.4697025
title: Virtual T-maze paradigm including resting EEG: Example dataset

description: These electroencephalography (EEG) data files were collected in a virtual T-maze paradigm. Here we provide an example dataset that was recorded during a student research project and that was used as example files for the EPOS pipeline (https://osf.io/cw5qv/). The EEG data was collected using brainvision recorder <em> (BrainVision Analyzer, Version 2.2.0, Brain Products GmbH, Gilching, Germany)</em> and Brainvision BrainAmp with 64 Channels. It comprises 8 minutes of resting EEG, training sessions before the virtual T-maze task, the virtual T-maze task and partly also the rating sessions after the virtual T-maze. This sample dataset was chosen for demonstration EPOS as this chain has be developped to investigate event related frequency responses in datasets with trials from 13 seconds up to 20 seconds duration, including joystick movement artifacts. The data collection was carried out in accordance with the recommendations of the “Ethical guidelines, The Association of German Professional Psychologists” (“Berufsethische Richtlinien, Berufsverband Deutscher Psychologinnen und Psychologen”) with written informed consent from all subjects. All subjects gave written informed consent in accordance with the Declaration of Helsinki before they participated in the experiment. The protocol was approved with the file reference GZEK-2017-18 by the local ethics committee of the department of psychology of the Julius-Maximilians-University of Würzburg (Ethikkommission des Institutes für Psychologie der Humanwissenschaftlichen Fakultät der Julius-Maximilians-Universität Würzburg). For additional information about the virtual T-maze, please see the following references: Rodrigues, J. (2016). <em>Let me change your mind… Frontal brain activity in a virtual T-maze</em>. https://opus.bibliothek.uni-wuerzburg.de/frontdoor/index/index/docId/14328 Rodrigues, J., Allen, J. J. B., Müller, M., & Hewig, J. (2021). Methods matter: An examination of factors that moderate predictions of the capability model concerning the relationship of frontal asymmetry to trait measures. <em>Biological Psychology</em>, <em>158</em>, 107993. https://doi.org/10.1016/j.biopsycho.2020.107993 Rodrigues, J., Müller, M., & Hewig, J. (2020). Cardiac defensive reactions and orienting responses correspond to virtual withdrawal behavior choices in a virtual T-maze. <em>International Journal of Psychophysiology</em>, <em>158</em>, 73–85. https://doi.org/10.1016/j.ijpsycho.2020.08.010 Rodrigues, J., Müller, M., Mühlberger, A., & Hewig, J. (2018). Mind the movement: Frontal asymmetry stands for behavioral motivation, bilateral frontal activation for behavior. <em>Psychophysiology</em>, <em>55</em>(1), e12908. https://doi.org/10.1111/psyp.12908 Rodrigues, J., Ziebell, P., Müller, M., & Hewig, J. (2020). <em>Tell me what I told you Mini-Me: Constructing and providing a two layer feedforward networks for behavioral classification of continuous data</em>. https://doi.org/http://dx.doi.org/10.23668/psycharchives.4199
DOI: 10.5281/zenodo.3942022
title: IODP Expedition 329, Hole U1368F - Well Logging Data

description: Logging data are measurements of physical properties of the formation surrounding a borehole, acquired in situ after completion of coring (wireline logging) or during drilling (Logging-While-Drilling, LWD). The range of data (resistivity, gamma radiation, velocity, density, borehole images,…) in any hole depends on the scientific objectives and operational constraints.
description: IODP Expedition 329: South Pacific Gyre Subseafloor Life
DOI: 10.5281/zenodo.3942021
title: IODP Expedition 329, Hole U1368F - Well Logging Data

description: Logging data are measurements of physical properties of the formation surrounding a borehole, acquired in situ after completion of coring (wireline logging) or during drilling (Logging-While-Drilling, LWD). The range of data (resistivity, gamma radiation, velocity, density, borehole images,…) in any hole depends on the scientific objectives and operational constraints.
description: IODP Expedition 329: South Pacific Gyre Subseafloor Life
DOI: 10.5281/zenodo.3939571
title: IODP Expedition 330, Hole U1374A - Well Logging Data

description: Logging data are measurements of physical properties of the formation surrounding a borehole, acquired in situ after completion of coring (wireline logging) or during drilling (Logging-While-Drilling, LWD). The range of data (resistivity, gamma radiation, velocity, density, borehole images,…) in any hole depends on the scientific objectives and operational constraints.
description: IODP Expedition 330: Louisville Seamount Trail
DOI: 10.5281/zenodo.3939570
title: IODP Expedition 330, Hole U1374A - Well Logging Data

description: Logging data are measurements of physical properties of the formation surrounding a borehole, acquired in situ after completion of coring (wireline logging) or during drilling (Logging-While-Drilling, LWD). The range of data (resistivity, gamma radiation, velocity, density, borehole images,…) in any hole depends on the scientific objectives and operational constraints.
description: IODP Expedition 330: Louisville Seamount Trail
DOI: 10.5281/zenodo.3939573
title: IODP Expedition 330, Hole U1376A - Well Logging Data

description: Logging data are measurements of physical properties of the formation surrounding a borehole, acquired in situ after completion of coring (wireline logging) or during drilling (Logging-While-Drilling, LWD). The range of data (resistivity, gamma radiation, velocity, density, borehole images,…) in any hole depends on the scientific objectives and operational constraints.
description: IODP Expedition 330: Louisville Seamount Trail
DOI: 10.5281/zenodo.3939572
title: IODP Expedition 330, Hole U1376A - Well Logging Data

description: Logging data are measurements of physical properties of the formation surrounding a borehole, acquired in situ after completion of coring (wireline logging) or during drilling (Logging-While-Drilling, LWD). The range of data (resistivity, gamma radiation, velocity, density, borehole images,…) in any hole depends on the scientific objectives and operational constraints.
description: IODP Expedition 330: Louisville Seamount Trail
DOI: 10.17632/hvdd3ytyz2.1
title: Supplementary Material for JAAD-D-21-00432

description: Supplementary material for JAAD-D-21-00432 Increased susceptibility to sunburn with hydrochlorothiazide is influenced by race/ethnicity, sex, and treatment duration: Results from the National Health and Nutrition Examination Survey, 2009-2018
DOI: 10.17632/72hvpmctvg.1
title: Can large trade shocks cause crises

description: This dataset replicates the results for the paper "Can large trade shocks cause crises? The case of the Finnish-Soviet trade collapse", by Adam Gulan, Markus Haavio, Juha Kilponen
DOI: 10.17632/3b8rywn9db.1
title: Data for: Numerical and analytical study of stainless steel beam-to-column extended end-plate connections

description: In the associated article [1], a finite element (FE) parametric study was performed on a total of 180 stainless steel extended end-plate beam-to-column connections. Then, depending on the numerical results, an analytical method, for estimating the key moment-rotation characteristics of this connection type, was constructed. This dataset provides the details of the 180 connection configurations investigated in the FE parametric study, in addition to other 36 configurations employed in a further verification of the developed analytical equations. Moreover, an online worksheet (built based on the suggested equations) for predicting the complete moment-rotation response of extended end-plate connections produced from stainless steel, is attached to the dataset. [1] M.M. Eladly, B.W. Schafer, Numerical and analytical study of stainless steel beam-to-column extended end-plate connections, Engineering Structures (2021) 112392.
DOI: 10.17632/4tmssyhp37.1
title: Wear data of a ball mill liner

description: Wear data of a ball mill liner
DOI: 10.17632/82sck9pckz.1
title: EWASP_v1.2

description: The entire MATLAB directory required to run the EWASP model, the instruction manual, and some example output datasets.
DOI: 10.17632/88c4g9xrfk.1
title: Damage measurements and images on low-crested breakwaters

description: Low-crested and submerged structures (LCS) help stabilize beach nourishment and shorelines to minimize visual and water circulation impacts. In an era of climate change, it is essential to understand LCS resilience. There are gaps in the understanding of damage progression in LCS. This study's objectives were to i) explore the importance of LCS stability variables, ii) extend the existing datasets with a data collection campaign, and iii) formulate a damage progression model on an extended dataset. A scale model testing programme added 124 new data points and confirms the importance of relative crest height, period, increased vulnerability of the seaward slope, and crest and damage progression. The proposed model predicted damage similar to the pooled data and offered insights into the importance of i) seaward slope erosion, ii) drag and lift forces, iii) Shield’s stress relationships to relative depth, stone size, Reynolds number and gradation, and iv) non-linearity of damage progression.
DOI: 10.17632/dg9chp9sz6.1
title: New insights into the cholesterol esterase- and lipase-inhibiting potential of bioactive peptides from camel whey hydrolysates: Identification, characterization, and molecular interaction

description: This data set and figures represents effect of various hydrolysis variables on Cholesterol Esterase and lipase inhibiting potential of camel whey hydrolysates. The data represents three way and two interactions of various processing variables on enzyme inhibition by camel milk hydrolysates. About 196 peptides generated by camel whey hydrolysates using a factorial design are also mentioned here. The full research article has been published in journal of dairy science.
DOI: 10.17632/z53y4654fs.1
title: Two-color 3D dSTORM sample data on Rad51 and RPA

description: This set contains sample two-color 3D dSTORM data published in Haas et al., 2018, Nucleic Acid Research. For more information on the sample, data, and methods description, please refer two the above publication. The data was acquired on Nikon N-STORM in 3D mode using the astigmatism approach. It contains two folders, one for truncated BRCA2 mutation (EUFA) and the other with reconstituted full-length BRCA2 (EUFABRCA2). The data corresponds to 5 hours after exposure to x-ray irradiation and presents super-resolution images of Rad51 and RPA. Each folder contains original data in the '.txt' format and the various analysis steps performed using Grafeo Matlab-based software. The analysis was performed using version 1 of the Grafeo; this and other versions can be found on my GitHub page 'inatamara'. The new updated analysis with the latest Grafeo 3 version should be published shortly.