cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7284/105340
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN19MV using a Trimble NT-200D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105344
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN19MV using a Ashtech ADU2 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105342
title: Gravimeter data collected during research cruise MGLN19MV using a Bell BGM-3 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105343
title: Meteorological Station data collected during research cruise MGLN19MV using a SIO MET-System instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105345
title: Winch data collected during research cruise MGLN19MV using a Markey DUSH-5 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105287
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise MGLN22MV using a Hawaii UHDAS instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105285
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN22MV using a Furuno GP-90D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105286
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN22MV using a Trimble NT-200D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7459106.v1
title: computational_fluid_dynamics_analysis_single_two-phase_photobioreactors_postprocessing.zip

description: Included here are the supplementary graphics and the postprocessing done in a jupyter notebook. The python3 requirements have been included in this repository so that anyone can create a virtual environment and download the dependencies. <br>
DOI: 10.7284/105290
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN22MV using a Ashtech ADU2 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105289
title: Meteorological Station data collected during research cruise MGLN22MV using a SIO MET-System instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105293
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise MGLN23MV using a Hawaii UHDAS instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105291
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN23MV using a Furuno GP-90D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105292
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN23MV using a Trimble NT-200D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105296
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN23MV using a Ashtech ADU2 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105295
title: Meteorological Station data collected during research cruise MGLN23MV using a SIO MET-System instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7459028
title: U-net weights for brain segmentation

description: U-net weights for U-net
DOI: 10.6084/m9.figshare.7459010
title: Geophysical signatures of New Zealand epithermal Au-Ag deposits, and methods for new exploration

description: Volcanic-hosted epithermal Au-Ag quartz vein deposits in the Hauraki Goldfield are investigated using a range of geophysical methods. Tools such as airborne magnetics and ground-based resistivity have focussed on mapping alteration zones, lateral contacts in the volcanic rocks, and prospect scale faults. Reviewing the merits of each geophysical method is valuable as it provides exploration teams with the background material required to apply the most effective tools. The review compiles existing data and summarises the rock properties useful for constraining geophysical models. The Golden Cross mine in the Waitekauri Valley is used to illustrate the strengths and limitations of various techniques. Electrical resistivity is the most valuable rock property to target exploration, but magnetic surveying and gamma-ray spectrometry can reduce the ambiguity between quartz-rich mineralised zones and un-altered volcanic host formations. Density and porosity variations caused by alteration can be mapped with gravity data provided the regional field is defined.
DOI: 10.6084/m9.figshare.7458980
title: Raw Data - Natural variation in C. elegans arsenic toxicity is explained by differences in branched chain amino acid metabolism

description: raw data files used to generate arsenic processed data and files
DOI: 10.6084/m9.figshare.7459010.v1
title: Geophysical signatures of New Zealand epithermal Au-Ag deposits, and methods for new exploration

description: Volcanic-hosted epithermal Au-Ag quartz vein deposits in the Hauraki Goldfield are investigated using a range of geophysical methods. Tools such as airborne magnetics and ground-based resistivity have focussed on mapping alteration zones, lateral contacts in the volcanic rocks, and prospect scale faults. Reviewing the merits of each geophysical method is valuable as it provides exploration teams with the background material required to apply the most effective tools. The review compiles existing data and summarises the rock properties useful for constraining geophysical models. The Golden Cross mine in the Waitekauri Valley is used to illustrate the strengths and limitations of various techniques. Electrical resistivity is the most valuable rock property to target exploration, but magnetic surveying and gamma-ray spectrometry can reduce the ambiguity between quartz-rich mineralised zones and un-altered volcanic host formations. Density and porosity variations caused by alteration can be mapped with gravity data provided the regional field is defined.
DOI: 10.7284/105281
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise MGLN27MV using a Hawaii UHDAS instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105277
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN27MV using a Furuno GP-90D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7458980.v1
title: Raw experimental files used for manuscript

description: raw data files used to generate arsenic processed data and files
DOI: 10.7284/105278
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN27MV using a Trimble NT-200D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105284
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN27MV using a Ashtech ADU2 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7458932
title: First Revision - Natural variation in C. elegans arsenic toxicity is explained by differences in branched chain amino acid metabolism

description: GWA mapping results for all traits measured in 86 wild C<i>. elegans</i> isolates. FIles generated using AndersenLab/cegwas2-nf on github.<br>
DOI: 10.7284/105280
title: Gravimeter data collected during research cruise MGLN27MV using a Bell BGM-3 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7458932.v1
title: GWA results for all traits mapped in manuscript

description: GWA mapping results for all traits measured in 86 wild C<i>. elegans</i> isolates. FIles generated using AndersenLab/cegwas2-nf on github.<br>
DOI: 10.6084/m9.figshare.7458932.v2
title: Natural variation in C. elegans arsenic toxicity is explained by differences in branched chain amino acid metabolism

description: GWA mapping results for all traits measured in 86 wild C<i>. elegans</i> isolates. FIles generated using AndersenLab/cegwas2-nf on github.<br>
DOI: 10.7284/105283
title: Meteorological Station data collected during research cruise MGLN27MV using a SIO MET-System instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105279
title: Multibeam Echosounder data collected during research cruise MGLN27MV using a Kongsberg EM120 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105270
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN28MV using a Furuno GP-90D instrument system onboard the platform RV Melville
DOI: 10.7284/105267
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise MGLN29MV using a Hawaii UHDAS instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105265
title: Expendable Probe data collected during research cruise MGLN29MV using a Sippican MK21 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7458674
title: Suppression of Angiotensin II-induced Pathological Changes in Heart and Kidney by the Caveolin-1 Scaffolding Domain Peptide (Plos One, 2018)

description: The files contain raw data for the relevant figures and tables shown in the Plos One manuscript (2018).
DOI: 10.7284/105263
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN29MV using a Furuno GP-90D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7456430
title: Supp Table 1

description: Adolescent menstrual cycle characteristics, progesterone exposure in cycle 1, inter-cycle FSH dynamics, and follicle growth in cycle 2
DOI: 10.6084/m9.figshare.7458674.v1
title: Suppression of Angiotensin II-induced Pathological Changes in Heart and Kidney by the Caveolin-1 Scaffolding Domain Peptide (Plos One, 2018)

description: The files contain raw data for the relevant figures and tables shown in the Plos One manuscript (2018).
DOI: 10.6084/m9.figshare.7458776.v1
title: Bayesian Repulsive Gaussian Mixture Model

description: We develop a general class of Bayesian repulsive Gaussian mixture models that encourage well-separated clusters, aiming at reducing potentially redundant components produced by independent priors for locations (such as the Dirichlet process). The asymptotic results for the posterior distribution of the proposed models are derived, including posterior consistency and posterior contraction rate in the context of nonparametric density estimation. More importantly, we show that compared to the independent prior on the component centers, the repulsive prior introduces additional shrinkage effect on the tail probability of the posterior number of components, which serves as a measurement of the model complexity. In addition, a generalized urn model that allows a random number of components and correlated component centers is developed based on the exchangeable partition distribution, which gives rise to the corresponding blocked-collapsed Gibbs sampler for posterior inference. We evaluate the performance and demonstrate the advantages of the proposed methodology through extensive simulation studies and real data analysis.
DOI: 10.6084/m9.figshare.7456403
title: PulsemeterCirc

description: figure
DOI: 10.6084/m9.figshare.7456403.v1
title: PulsemeterCirc

description: figure
DOI: 10.6084/m9.figshare.7456430.v1
title: Supp Table 1

description: Adolescent menstrual cycle characteristics, progesterone exposure in cycle 1, inter-cycle FSH dynamics, and follicle growth in cycle 2
DOI: 10.25380/iastate.7455404
title: New Approach to Electron Microscopy Imaging of Gel Nanocomposites in situ

description: The files in this dataset contain raw scanning transmission electron microscopy (STEM) images, raw and ASCII files of UV-Vis absorbance, Dynamic Light Scattering and Rheometry data, images recorded during the window membrane patterning, and raw and converted surface profiling data of the<b> </b>patterned windows. Gatan files have a DM3 file extension and TIA files have EMI/SER file extensions. To view and process bright field TEM images, the Reader can use a Gatan free offline software called Gatan Microscopy Suite® software (GMS, Gatan Microscopy Suite® (GMS) software version 3.x - http://www.gatan.com/installation-instructions). To view the HAADF-STEM images, EMI file extension can be opened with the program Emispec ES Vision (FEI, https://www.fei.com/software/) or TIA_Reader.jar plugin from ImageJ (Image J, (https://imagej.net/Welcome ?), plug-in (https://imagej.nih.gov/ij/plugins/tia-reader.html). Dynamic Light Scattering data with file extension DTS can be viewed with the Zetasizer software 7.10 by Malvern Instruments (https://www.malvernpanalytical.com/en/support/product-support/zetasizer-range/zetasizer-nano-range/zetasizer-nano-zs90/index.html). Rheometry data files with TRI extension can be processed and viewed with the free software TRIOS from TA instruments (https://www.tainstruments.com/support/software-downloads-support/downloads/#tab-1478023717256-9-7). UV-Vis absorption spectra files with extension PDA can be opened with the software SoftMax Pro available for purchase from Molecular Devices: (https://www.moleculardevices.com/products/microplate-readers/acquisition-and-analysis-software/softmax-pro-gxp-software#Order) Sensofar 3D files with the PLUX extension, readable with a Sensofar S neox Non-contact 3D Surface Profiler spftware, have been exported as X3P file format with a .x3p file extension. To view the Sensofar X3P 3D image files offline, the Reader can request a link to the link to the SensoComp software viewer Sensofar (https://www.sensofar.com/download/sensocomp/). Alternatively, the X3P 3D image files can be viewed offline by requesting free Cadre Viewer software from openfms.org (https://www.openfmc.org). The STEM data uploaded herein are used to generate figures, linear plots, and tables associated with the data analysis in the manuscript.<br> Supplementary Materials provide additional information on nanoparticles synthesis and characterization, rheological data of citrate-bearing gel, gel deposition schematics and fluid cell assembly, and cited references. The associated files include SI 1, SI 2, SI 3, SI 4, and SI 5.<br> <b></b><i></i><sub></sub><sup></sup><b></b><i></i><sub></sub><sup></sup>
DOI: 10.6084/m9.figshare.7455338
title: PM7 COSMO Energetics of Quinones and their Corresponding Anthrone Forms

description: This dataset contains geometries and optimized PM7 COSMO energies for a set of quinones and their corresponding anthrone forms. The smiles strings in this set are given in the .csv file. <br>1. Files are grouped into two batches: Initial conformer generation and PM7 COSMO optimization of these conformers. Each of these is compressed into the corresponding tar.gz file. <br> 2. Once unzipped, the directories contain the inchikey of the molecule, which can be found in the .csv file for a given smiles. The numbers in the directories are a product job orchestration software that managed the submission and archiving of these calculations and does not have any meaning. The set2_ prefix is to avoid directory clashes upon export and also does not have any meaning. <br> 3. Once unzipped, the conformer files take up about 330 MB in total and the PM7 COSMO files take up 605 MB of space. <br> 4. Each conformer directory contains a .smi file containing the smiles of the molecule and between 1 and 20 .xyz files that are the lowest energy conformers of the molecule found using RDKit. <br> 5. Each PM7 COSMO directory contains the input and archive file for the MOPAC calculation. The calculated values in the .csv file are based on the lowest energy conformers found at the PM7 COSMO level of theory. The relative anthrone reaction energy is reported in units of eV and the voltage vs. DHAQ is reported in V. <br> 6. The tabulated half cell potentials in the .csv file were calculated in the following paper: doi.org/10.26434/chemrxiv.6990053.v2. Note that all possible anthrone forms were considered, so the directories contain some calculations for molecules that are not ultimately plotted in the text as they are higher energy anthrone forms.
DOI: 10.7284/105264
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN29MV using a Trimble NT-200D instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/105269
title: GNSS (Global Navigation Satellite System) data collected during research cruise MGLN29MV using a Ashtech ADU2 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25380/iastate.7455404.v2
title: New Approach to Electron Microscopy Imaging of Gel Nanocomposites in situ

description: The files in this dataset contain raw scanning transmission electron microscopy (STEM) images, raw and ASCII files of UV-Vis absorbance, Dynamic Light Scattering and Rheometry data, images recorded during the window membrane patterning, and raw and converted surface profiling data of the<b> </b>patterned windows. Gatan files have a DM3 file extension and TIA files have EMI/SER file extensions. To view and process bright field TEM images, the Reader can use a Gatan free offline software called Gatan Microscopy Suite® software (GMS, Gatan Microscopy Suite® (GMS) software version 3.x - http://www.gatan.com/installation-instructions). To view the HAADF-STEM images, EMI file extension can be opened with the program Emispec ES Vision (FEI, https://www.fei.com/software/) or TIA_Reader.jar plugin from ImageJ (Image J, (https://imagej.net/Welcome ?), plug-in (https://imagej.nih.gov/ij/plugins/tia-reader.html). Dynamic Light Scattering data with file extension DTS can be viewed with the Zetasizer software 7.10 by Malvern Instruments (https://www.malvernpanalytical.com/en/support/product-support/zetasizer-range/zetasizer-nano-range/zetasizer-nano-zs90/index.html). Rheometry data files with TRI extension can be processed and viewed with the free software TRIOS from TA instruments (https://www.tainstruments.com/support/software-downloads-support/downloads/#tab-1478023717256-9-7). UV-Vis absorption spectra files with extension PDA can be opened with the software SoftMax Pro available for purchase from Molecular Devices: (https://www.moleculardevices.com/products/microplate-readers/acquisition-and-analysis-software/softmax-pro-gxp-software#Order) Sensofar 3D files with the PLUX extension, readable with a Sensofar S neox Non-contact 3D Surface Profiler spftware, have been exported as X3P file format with a .x3p file extension. To view the Sensofar X3P 3D image files offline, the Reader can request a link to the link to the SensoComp software viewer Sensofar (https://www.sensofar.com/download/sensocomp/). Alternatively, the X3P 3D image files can be viewed offline by requesting free Cadre Viewer software from openfms.org (https://www.openfmc.org). The STEM data uploaded herein are used to generate figures, linear plots, and tables associated with the data analysis in the manuscript.<br> Supplementary Materials provide additional information on nanoparticles synthesis and characterization, rheological data of citrate-bearing gel, gel deposition schematics and fluid cell assembly, and cited references. The associated files include SI 1, SI 2, SI 3, SI 4, and SI 5.<br> <b></b><i></i><sub></sub><sup></sup><b></b><i></i><sub></sub><sup></sup>
DOI: 10.25380/iastate.7455404.v1
title: New Approach to Electron Microscopy Imaging of Gel Nanocomposites in situ

description: The files in this dataset contain raw scanning transmission electron microscopy (STEM) images, raw and ASCII files of UV-Vis absorbance, Dynamic Light Scattering and Rheometry data, images recorded during the window membrane patterning, and raw and converted surface profiling data of the<b> </b>patterned windows. Gatan files have a DM3 file extension and TIA files have EMI/SER file extensions. To view and process bright field TEM images, the Reader can use a Gatan free offline software called Gatan Microscopy Suite® software (GMS, Gatan Microscopy Suite® (GMS) software version 3.x - http://www.gatan.com/installation-instructions). To view the HAADF-STEM images, EMI file extension can be opened with the program Emispec ES Vision (FEI, https://www.fei.com/software/) or TIA_Reader.jar plugin from ImageJ (Image J, (https://imagej.net/Welcome ?), plug-in (https://imagej.nih.gov/ij/plugins/tia-reader.html). Dynamic Light Scattering data with file extension DTS can be viewed with the Zetasizer software 7.10 by Malvern Instruments (https://www.malvernpanalytical.com/en/support/product-support/zetasizer-range/zetasizer-nano-range/zetasizer-nano-zs90/index.html). Rheometry data files with TRI extension can be processed and viewed with the free software TRIOS from TA instruments (https://www.tainstruments.com/support/software-downloads-support/downloads/#tab-1478023717256-9-7). UV-Vis absorption spectra files with extension PDA can be opened with the software SoftMax Pro available for purchase from Molecular Devices: (https://www.moleculardevices.com/products/microplate-readers/acquisition-and-analysis-software/softmax-pro-gxp-software#Order) Sensofar 3D files with the PLUX extension, readable with a Sensofar S neox Non-contact 3D Surface Profiler spftware, have been exported as X3P file format with a .x3p file extension. To view the Sensofar X3P 3D image files offline, the Reader can request a link to the link to the SensoComp software viewer Sensofar (https://www.sensofar.com/download/sensocomp/). Alternatively, the X3P 3D image files can be viewed offline by requesting free Cadre Viewer software from openfms.org (https://www.openfmc.org). The STEM data uploaded herein are used to generate figures, linear plots, and tables associated with the data analysis in the manuscript.<br> Supplementary Materials provide additional information on nanoparticles synthesis and characterization, rheological data of citrate-bearing gel, gel deposition schematics and fluid cell assembly, and cited references. The associated files include SI 1, SI 2, SI 3, SI 4, and SI 5.<br> <b></b><i></i><sub></sub><sup></sup><b></b><i></i><sub></sub><sup></sup>
DOI: 10.7284/105266
title: Gravimeter data collected during research cruise MGLN29MV using a Bell BGM-3 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition