cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5102769
title: A Deep Learning Approach to the Forward Prediction and Inverse Design of Plasmonic Metasurface Structural Color - Raw Data

description: Reflection spectra of PDMS - Al nanorod metamaterials were collected using LUMERICAL FDTD simulations. PDMS material properties were defined using a refractive index of 1.41 and Al material properties were defined using frequency selective permittivities from the handbook of Palik. A total of 4620 structures were simulated, sweeping the following dimension parameters: Aluminium thickness (t) Pillar height (h) Pillar diameter (d) Reflectance spectra were converted into CIE 1931 chromaticity values (x,y). This dataset is comprehensive and allows for the development of deep learning models for the forward and inverse design of the given metamaterial structure as detailed in the associated manuscript. The associated manuscript and supporting documentation provide extensive details of data collection and processing methods.
description: Additional data, relevant to the associated manuscript (including pre-processed reflectance spectra) are available from the corresponding author upon reasonable request.
DOI: 10.5281/zenodo.5102828
title: Auxiliary evaluation data of SmartReviews

description: Contains two files related to the evaluation of SmartReviews: 1. Evaluation of the Web Content Accessibility Guidelines (WCAG) for SmartReviews 2. Comparison with existing authoring tools, includes a textual justification of the scores
DOI: 10.6084/m9.figshare.13103240
title: Dual-Polarization Radar Rainfall Prediction and Gauge Data

description: This data record includes a single data file, <b>Dual Pol and Gauge Data.xlsx</b>, in .xlsx file format. These data were taken from multiple sources, and represent several radar sites and rain gauge sites. The spreadsheet has two columns, Gauge (mm) and Radar (mm), and 12, 734 rows of data. The data file comprises two columns of rainfall data; Gauge and Radar. Gauge consists of rainfall values in millimeters given by the recording gauge following the precipitation event. Radar consists of estimated rainfall values in millimeters given by the dual-pol radar estimates prior to the precipitation event.<br> <b>Background and objectives</b>: Prediction of rainfall using the upgrade to the Doppler Radar, the Dual-Polarization (dual-pol) technology, relies on synthesizing the signal information that the radars receive back from the atmosphere. The data in this article represent multiple gauge sets and multiple radar sites of like-type Dual-Polarization (dual-pol) data sets combined to produce populations of ordered pairs. Publications both recent and those spanning decades specific to dual-pol radar sites contain graphs of data pairs of radar precipitation estimates versus rain gauge precipitation readings. The data are relevant to other researchers involved in investigating the association of dual-pol radar data and gauge precipitation estimate relationships.
DOI: 10.6084/m9.figshare.13103240.v1
title: Dual-Polarization Radar Rainfall Prediction and Gauge Data

description: This data record includes a single data file, <b>Dual Pol and Gauge Data.xlsx</b>, in .xlsx file format. These data were taken from multiple sources, and represent several radar sites and rain gauge sites. The spreadsheet has two columns, Gauge (mm) and Radar (mm), and 12, 734 rows of data. The data file comprises two columns of rainfall data; Gauge and Radar. Gauge consists of rainfall values in millimeters given by the recording gauge following the precipitation event. Radar consists of estimated rainfall values in millimeters given by the dual-pol radar estimates prior to the precipitation event.<br> <b>Background and objectives</b>: Prediction of rainfall using the upgrade to the Doppler Radar, the Dual-Polarization (dual-pol) technology, relies on synthesizing the signal information that the radars receive back from the atmosphere. The data in this article represent multiple gauge sets and multiple radar sites of like-type Dual-Polarization (dual-pol) data sets combined to produce populations of ordered pairs. Publications both recent and those spanning decades specific to dual-pol radar sites contain graphs of data pairs of radar precipitation estimates versus rain gauge precipitation readings. The data are relevant to other researchers involved in investigating the association of dual-pol radar data and gauge precipitation estimate relationships.
DOI: 10.5281/zenodo.5102832
title: Auxiliary evaluation data of SmartReviews

description: Contains two files related to the evaluation of SmartReviews: 1. Evaluation of the Web Content Accessibility Guidelines (WCAG) for SmartReviews 2. Comparison with existing authoring tools, includes a textual justification of the scores
DOI: 10.5281/zenodo.5102827
title: Auxiliary evaluation data of SmartReviews

description: Contains two files related to the evaluation of SmartReviews: 1. Evaluation of the Web Content Accessibility Guidelines (WCAG) for SmartReviews 2. Comparison with existing authoring tools, includes a textual justification of the scores
DOI: 10.6073/pasta/3e8db9207ac7dc08e66dde5a0c47ff8b
title: PIE LTER benthic microalgal biomass in fiddler-crab plots in a salt marsh of West Creek, Rowley, MA.

description: It is well known that species across the world are expanding or shifting their ranges because of climate change. Yet, we know little about their impact on the habitats they colonize. In an observational study, we examined the effect of the fiddler crab Minuca pugnax (Smith, 1870) on benthic microalgal biomass in salt marshes in its expanded range (northeastern Massachusetts, USA). We found that plots with M. pugnax had, on average, 74% lower diatom biomass and 77% lower cyanobacteria biomass than plots without M. pugnax. Our results indicate that this climate migrant can impact saltmarsh functioning by limiting benthic microalgal biomass. See: Johnson, D.S., K.S. Martínez-Soto, S. Wittyngham, M. Pant, and E. Goetz. 2020. The fiddler crab Minuca pugnax (Smith, 1870) (Decapoda: Brachyura: Ocypodidae) reduces saltmarsh algae in its expanded range. Journal of Crustacean Biology 40: 668-672
DOI: 10.5281/zenodo.5042202
title: Raw data for the article "Cu(I)-Catalyzed gem-Aminoalkynylation of Diazo Compounds: Synthesis of Fluorinated Propargylic Amines"

description: Raw NMR, MS and IR data for the article "Cu(I)-Catalyzed gem-Aminoalkynylation of Diazo Compounds: Synthesis of Fluorinated Propargylic Amines" published in the Journal of Organic Chemistry, DOI: https://doi.org/10.1021/acs.joc.1c01423 The number of the folders correspond to compounds numbers in the article. All details concerning conditions and equipment for measurements can be found in the supporting information of the article.
DOI: 10.5281/zenodo.5042201
title: Raw data for the article "Cu(I)-Catalyzed gem-Aminoalkynylation of Diazo Compounds: Synthesis of Fluorinated Propargylic Amines"

description: Raw NMR, MS and IR data for the article "Cu(I)-Catalyzed gem-Aminoalkynylation of Diazo Compounds: Synthesis of Fluorinated Propargylic Amines" published in the Journal of Organic Chemistry, DOI: https://doi.org/10.1021/acs.joc.1c01423 The number of the folders correspond to compounds numbers in the article. All details concerning conditions and equipment for measurements can be found in the supporting information of the article.
DOI: 10.6084/m9.figshare.13321304.v1
title: Data Files for Study on Egoistic and Prosocial Motivation in Maintaining Healthy Behaviors

description: These files give full details of the analytical procedures for a study about egoistic and prosocial motivation in maintaining healthy behaviors. They contain data (datasets, syntax, and output), detailed analytical explanations of the research design, and other files that would make it so that a third party with the appropriate level of expertise should be able to replicate the study.
DOI: 10.5281/zenodo.5085959
title: Measurement and prediction of bottom boundary layer hydrodynamics under modulated oscillatory flows

description: Experimental and numerical model data pertaining to the manuscript "Measurement and prediction of bottom boundary layer<br> hydrodynamics under modulated oscillatory flows" accepted for publication in Coastal Engineering (https://doi.org/10.1016/j.coastaleng.2021.103954) Please read the README.txt file for more information.
description: {"references": ["O'Donoghue et al. (2021)"]}
DOI: 10.5281/zenodo.5085958
title: Measurement and prediction of bottom boundary layer hydrodynamics under modulated oscillatory flows

description: Experimental and numerical model data pertaining to the manuscript "Measurement and prediction of bottom boundary layer<br> hydrodynamics under modulated oscillatory flows" accepted for publication in Coastal Engineering (https://doi.org/10.1016/j.coastaleng.2021.103954) Please read the README.txt file for more information.
description: {"references": ["O'Donoghue et al. (2021)"]}
DOI: 10.7284/142854
title: GNSS (Global Navigation Satellite System) data collected during research cruise NBP1104A using a Furuno GP-330B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142856
title: Gyrocompass data collected during research cruise NBP1104A using a Yokogawa CMZ700B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142857
title: INS (Inertial Navigation System) data collected during research cruise NBP1104A using a Kongsberg Seapath 200 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142839
title: Expendable Probe data collected during research cruise NBP1105 using a Sippican MK12 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142841
title: GNSS (Global Navigation Satellite System) data collected during research cruise NBP1105 using a Furuno GP-330B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142843
title: Gyrocompass data collected during research cruise NBP1105 using a Yokogawa CMZ700B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142844
title: INS (Inertial Navigation System) data collected during research cruise NBP1105 using a Kongsberg Seapath 200 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142845
title: Meteorological Station data collected during research cruise NBP1105 using a USAP RVDAS Metstation instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142851
title: Multibeam Echosounder data collected during research cruise NBP1105 using a Kongsberg EM122 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142826
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise NBP1107 using a Sea-Bird SBE-911+ instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142824
title: Expendable Probe data collected during research cruise NBP1107 using a Sippican MK12 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142827
title: GNSS (Global Navigation Satellite System) data collected during research cruise NBP1107 using a Furuno GP-330B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142829
title: Gyrocompass data collected during research cruise NBP1107 using a Yokogawa CMZ700B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142830
title: INS (Inertial Navigation System) data collected during research cruise NBP1107 using a Kongsberg Seapath 200 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142831
title: Meteorological Station data collected during research cruise NBP1107 using a USAP RVDAS Metstation instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142837
title: Multibeam Echosounder data collected during research cruise NBP1107 using a Kongsberg EM122 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.21232/vkxouiyn
title: Greater Cape Floristic Region Leaf Spectral Library

description: null
DOI: 10.18112/openneuro.ds003720.v1.0.0
title: Music Genre fMRI Dataset
DOI: 10.6084/m9.figshare.14981079.v1
title: Thermonasty Stats and raw data - CA vs NA comparison.xlsx

description: <b>Raw data for Arora et al., 2021 (Amer J Bot)</b><br><b><br></b>
DOI: 10.6084/m9.figshare.14981079
title: Thermonasty Stats and raw data - CA vs NA comparison.xlsx

description: <b>Raw data for Arora et al., 2021 (Amer J Bot)</b><br><b><br></b>
DOI: 10.6084/m9.figshare.14981061
title: List of analyzed apps

description: The list of apps that we analyzed for the paper titled "Security Smells Pervade Mobile App Servers," ESEM, 2021.<br>The closed-source apps have been downloaded from the AndroZoo repository hosted at the University of Luxembourg (https://androzoo.uni.lu/), and the open-source apps have been downloaded from the F-Droid repository (https://f-droid.org/).<br>
DOI: 10.6084/m9.figshare.14910495
title: Accelerated identification of equilibrium structures of multicomponent inorganic crystals using machine learning potentials

description: This dataset provide the lowest-energy structures found by SPINNER during crystal structure prediction.<br>Contents:1. crystal structures in VASP input format (POSCAR_composition_id)
DOI: 10.6084/m9.figshare.14910495.v3
title: Accelerated identification of equilibrium structures of multicomponent inorganic crystals using machine learning potentials

description: This dataset provide the lowest-energy structures found by SPINNER during crystal structure prediction.<br>Contents:1. crystal structures in VASP input format (POSCAR_composition_id)
DOI: 10.5281/zenodo.5086002
title: Comparing and Combining Existing and Emerging Data Collection and Modeling Strategies in Support of Signal Control Optimization and Management (Project M2)

description: For decades, traffic signal management agencies have used signal timing optimization tools combined with fine-tuning of signal timing based on field observations in their updates of time-of-day signal timing plans. These traditional signal optimization methods and tools use very limited amount of data and depend on default values in the signal timing optimization/simulation tools to estimate network performance under different signal optimization strategies. In recent years, new data collection technologies are emerging including high resolution controller data, more advanced detection technologies such as video image detection that are based on vehicle tracking and possible integration with microwave detectors, automatic-vehicle based identification technologies, third party crowdsourcing data, connected vehicles, and connected automated vehicles data. The objective of the proposed study is to propose methods and algorithms to combine data collected from existing and emerging sources with enhanced models and optimization algorithms to optimize and manage signal operations. The results from applying the developed methods and algorithms will be compared with traditional signal timing and optimization methods currently used by transportation agencies.
DOI: 10.5281/zenodo.5086001
title: Comparing and Combining Existing and Emerging Data Collection and Modeling Strategies in Support of Signal Control Optimization and Management (Project M2)

description: For decades, traffic signal management agencies have used signal timing optimization tools combined with fine-tuning of signal timing based on field observations in their updates of time-of-day signal timing plans. These traditional signal optimization methods and tools use very limited amount of data and depend on default values in the signal timing optimization/simulation tools to estimate network performance under different signal optimization strategies. In recent years, new data collection technologies are emerging including high resolution controller data, more advanced detection technologies such as video image detection that are based on vehicle tracking and possible integration with microwave detectors, automatic-vehicle based identification technologies, third party crowdsourcing data, connected vehicles, and connected automated vehicles data. The objective of the proposed study is to propose methods and algorithms to combine data collected from existing and emerging sources with enhanced models and optimization algorithms to optimize and manage signal operations. The results from applying the developed methods and algorithms will be compared with traditional signal timing and optimization methods currently used by transportation agencies.
DOI: 10.6084/m9.figshare.14980386.v1
title: The list of file names for all participants

description: The SubInfo.mat contains information about the file names for MEG data, eye movement data and Psychtoolbox data. In total, we have 39 participants for both datasets. The field names for the first dataset is 'Targ60', for the second one is 'JEP60' (adapted from Degno et al. 2019, Journal of Experimental Psychology).<br>
DOI: 10.25740/bn398fc4306
title: Structural data used to train, test, and characterize a new geometric deep learning RNA scoring function

description: What is in this directory?--------------------------blind.tar =&gt; blind/RNA Puzzles challenges 24, 26, 27, and 28 datasets.paper_notebooks.tar =&gt; paper_notebooks/Data analysis code to replicate plots in paper.rnaome.tar =&gt; rnaome/Non-redundant set of RNAs dataset.translation.tar =&gt; translation/Helix translation dataset.augmented_puzzles.tar =&gt; augmented_puzzles/Augmented Puzzles dataset.classics_train_val.tar =&gt; classics_train_val/Training data from FARFAR2-Classics
DOI: 10.25934/00002442.0
title: Available IPD datapackage for study 'A Phase 3 Study to Evaluate the Efficacy and Safety of TAK-390MR (60 mg Once- Daily [QD] and 90 mg QD) and an Active Comparator, Lansoprazole (30 mg QD) on Healing of Erosive Esophagitis'

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: 10.25934/00002442.1
title: IPD datapackage for study 'A Phase 3 Study to Evaluate the Efficacy and Safety of TAK-390MR (60 mg Once- Daily [QD] and 90 mg QD) and an Active Comparator, Lansoprazole (30 mg QD) on Healing of Erosive Esophagitis' and research request: 'Heterogeneity in relative treatment efficacy by age, sex, socioeconomic status and comorbidity (McAllister)'

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: 10.25934/00002443.0
title: Available IPD datapackage for study 'A Phase 3 Study to Evaluate the Efficacy and Safety of TAK-390MR (60 mg Once-daily [QD] and 90 mg QD) and an Active Comparator, Lansoprazole (30 mg QD) on Healing of Erosive Esophagitis'

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: 10.25934/00002443.1
title: IPD datapackage for study 'A Phase 3 Study to Evaluate the Efficacy and Safety of TAK-390MR (60 mg Once-daily [QD] and 90 mg QD) and an Active Comparator, Lansoprazole (30 mg QD) on Healing of Erosive Esophagitis' and research request: 'Heterogeneity in relative treatment efficacy by age, sex, socioeconomic status and comorbidity (McAllister)'

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: 10.25934/00002447.0
title: Available IPD datapackage for study 'A Phase 3 Study to Evaluate the Safety and Efficacy of Dexlansoprazole MR (60 mg QD and 90 mg QD) Compared to Placebo in Maintenance of Healing in Subjects With Healed Erosive Esophagitis'

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: 10.15468/az39n4
title: Relicthemisia, a new subgenus of the oil-collecting bee genus Centris Fabricius, 1804 with notes on distribution and host plants of C. xanthomelaena Moure & Castro, 2001 (Hymenoptera: Apidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Vivallo, Felipe, Zanella, Fernando César Vieira (2021): Relicthemisia, a new subgenus of the oil-collecting bee genus Centris Fabricius, 1804 with notes on distribution and host plants of C. xanthomelaena Moure & Castro, 2001 (Hymenoptera: Apidae). European Journal of Taxonomy 760: 1-15, DOI: https://doi.org/10.5852/ejt.2021.760.1435, URL: http://dx.doi.org/10.5852/ejt.2021.760.1435