cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48420/22122569.v1
title: LITTER orientation-independent analysis scripts and metadata for manuscript "Conformational information from orientationally selective Light-Induced Triplet–Triplet Electron Resonance spectroscopy"

description: LITTER_orientation_independent_analysis.zip - Scripts and metadata for the orientational averaging and orientation-independent analysis of the LITTER data presented in the manuscript "Conformational information from orientationally selective Light-Induced Triplet–Triplet Electron Resonance spectroscopy", for molecules [1], [2], [3] and [4]. Experimental and computational methods are described in the METHODS section of the manuscript. DOI of the manuscript to be added after acceptance. <br> Contents: <br> &gt; Averaged_trace - Orientational averaging of experimental LITTER traces. - LITTER_avg.DTA - Trace resulting from the average of the traces measured at different field values, weighted by the corresponding intensities of the porphyrin triplet ESR spectrum at those field positions. - LITTER_avg_CDA.zip - Metadata and results from the analysis of the averaged trace using Comparative Deer Analyzer in DeerAnalysis2022. <br> &gt; Individual_traces - Orientation-independent analysis of individual LITTER traces by DeerAnalysis2022 and Comparative Deer Analyzer.
DOI: 10.6073/pasta/e990bec9b635714f8ab9bad1c0bfe05c
title: Survey of North Carolina Coastal Plain Ditches for Wetland Characteristics, 2015

description: We surveyed 32 drainage ditch reaches in the North Carolina Coastal Plain in summer 2015, including forested, freeway (roadside), and agricultural ditches, for wetland structure. We surveyed vegetation, including herbaceous communities and the tree/shrub layer, soils for water and organic matter content, and some hydrology, including USACE hydrologic indicators. This dataset supports a forthcoming publication.
DOI: 10.48420/21975953
title: LITTER primary data for the manuscript "Conformational information from orientationally selective Light-Induced Triplet–Triplet Electron Resonance spectroscopy"

description: LITTER_primary_data.zip - Raw and phased LITTER traces acquired at the different magnetic field values for molecules [1], [2], [3] and [4] presented in the manuscript "Conformational information from orientationally selective Light-Induced Triplet–Triplet Electron Resonance spectroscopy". Experimental and computational methods are described in the METHODS section of the manuscript. DOI of the manuscript to be added after acceptance. <br>
DOI: 10.48420/21975932
title: DEER primary data for manuscript "Conformational information from orientationally selective Light-Induced Triplet–Triplet Electron Resonance spectroscopy"

description: DEER_primary_data.zip - Raw and phased DEER traces acquired at the different magnetic field values for molecule Cu2-[3] in the manuscript "Conformational information from orientationally selective Light-Induced Triplet–Triplet Electron Resonance spectroscopy". Experimental and computational methods are described in the METHODS section of the manuscript. DOI of the manuscript to be added after acceptance. <br>
DOI: 10.48420/21975932.v1
title: DEER primary data for manuscript "Conformational information from orientationally selective Light-Induced Triplet–Triplet Electron Resonance spectroscopy"

description: DEER_primary_data.zip - Raw and phased DEER traces acquired at the different magnetic field values for molecule Cu2-[3] in the manuscript "Conformational information from orientationally selective Light-Induced Triplet–Triplet Electron Resonance spectroscopy". Experimental and computational methods are described in the METHODS section of the manuscript. DOI of the manuscript to be added after acceptance. <br>
DOI: 10.5281/zenodo.7826045
title: Persistent and occasional: searching for the variable population of the ZTF/4MOST sky using ZTF data release 11.

description: In this dataset we provide classifications of Zwicky Transient Facility (ZTF) Data Release 11 (DR11) light curves, from the work "Persistent and occasional: searching for the variable population of the ZTF/4MOST sky using ZTF data release 11", accepted for publication in the Astronomy and Astrophysics Journal (Sánchez-Sáez et al. 2023). Here we provide classifications for objects in the ZTF/4MOST sky, including 86,576,577 sources in the g band and 140,409,824 in the r band. The classifications are provided in parquet files, separated by class and ZTF band. We also provide the labeled sets used to train the models for each band, and the master catalog used to construct the labeled sets. File description: Classifications: files with names %class%_cand_%band%.parquet.gz Labeled set g band: LS_ZTFg.parquet.gz Labeled set r band: LS_ZTFr.parquet.gz Master catalog: mast_cat.parquet.gz
DOI: 10.5281/zenodo.7826044
title: Persistent and occasional: searching for the variable population of the ZTF/4MOST sky using ZTF data release 11.

description: In this dataset we provide classifications of Zwicky Transient Facility (ZTF) Data Release 11 (DR11) light curves, from the work "Persistent and occasional: searching for the variable population of the ZTF/4MOST sky using ZTF data release 11", accepted for publication in the Astronomy and Astrophysics Journal (Sánchez-Sáez et al. 2023). Here we provide classifications for objects in the ZTF/4MOST sky, including 86,576,577 sources in the g band and 140,409,824 in the r band. The classifications are provided in parquet files, separated by class and ZTF band. We also provide the labeled sets used to train the models for each band, and the master catalog used to construct the labeled sets. File description: Classifications: files with names %class%_cand_%band%.parquet.gz Labeled set g band: LS_ZTFg.parquet.gz Labeled set r band: LS_ZTFr.parquet.gz Master catalog: mast_cat.parquet.gz
DOI: 10.5281/zenodo.7105589
title: High-throughput metabolomics for the design and validation of a diauxic shift model

description: Untargeted metabolomics on ten different regulatory strains in <em>Saccharomyces cerevisiae, </em>(BY4741). Samples were taken before and after the diauxic shift, to investigate regulatory consequences of gene deletions and their roles during the substantial metabolic reconfiguration that is the diauxic shift. The analysis of samples was performed on an Agilent UHPLC-qTOF-MS system which consisted of a 1290 II Infinity series UHPLC system with a 6550 UHD iFunnel accurate-mass qTOF spectrometer. Data-set used in: High-throughput metabolomics for the design and validation of a diauxic shift model
DOI: 10.5281/zenodo.7105588
title: High-throughput metabolomics for the design and validation of a diauxic shift model

description: Untargeted metabolomics on ten different regulatory strains in <em>Saccharomyces cerevisiae, </em>(BY4741). Samples were taken before and after the diauxic shift, to investigate regulatory consequences of gene deletions and their roles during the substantial metabolic reconfiguration that is the diauxic shift. The analysis of samples was performed on an Agilent UHPLC-qTOF-MS system which consisted of a 1290 II Infinity series UHPLC system with a 6550 UHD iFunnel accurate-mass qTOF spectrometer. Data-set used in: High-throughput metabolomics for the design and validation of a diauxic shift model
DOI: 10.6084/m9.figshare.22644802
title: Apparent Aging during Accelerated Cycling Aging Test of Cylindrical Silicon Containing Li-Ion Cells

description: Test data for the publication " Apparent Aging during Accelerated Cycling Aging Test of Cylindrical Silicon Containing Li-Ion Cells" in MDPI Batteries.
DOI: 10.6084/m9.figshare.22644802.v1
title: Apparent Aging during Accelerated Cycling Aging Test of Cylindrical Silicon Containing Li-Ion Cells

description: Test data for the publication " Apparent Aging during Accelerated Cycling Aging Test of Cylindrical Silicon Containing Li-Ion Cells" in MDPI Batteries.
DOI: 10.5281/zenodo.7506967
title: Rat gadoxetate MRI signal dataset for the IMI-WP2-TRISTAN Six Test Compounds study

description: Dataset to accompany the manuscript "Use of In Vivo Imaging and Physiologically-Based Kinetic Modelling to Predict Hepatic Transporter Mediated Drug–Drug Interactions in Rats" by Nicola Melillo, Daniel Scotcher, J. Gerry Kenna, Claudia Green, Catherine D. G. Hines, Iina Laitinen, Paul D. Hockings, Kayode Ogungbenro, Ebony R. Gunwhy, Steven Sourbron, John C. Waterton, Gunnar Schuetz, and Aleksandra Galetin (referred to as the 'Six Test Compounds' study). <strong>data.zip</strong> After extracting the contents within the data.zip folder, the MRI signal data acquired in this study are provided in csv format and can be found inside the <code>data/SixTestCompounds/01_signals</code> subfolder. Each csv file contains the liver and spleen region of interest (ROI) time curve data for a single rat at a specific site and day, after administration of the test compound of interest. The corresponding filename for each file is formatted as a string containing study descriptors (metadata) separated by underscores, i.e., filename = <code>compound_site_RatNumber_dayNumber_dataType</code>, e.g., <code>Asunaprevir_E_Rat2_2_Signals</code>. <strong>results.zip</strong> The results and figures relating to this manuscript were created using the outputs contained in <code>results/SixTestCompounds/2022-09-01</code>. <code>01_model_ouputs</code> contains all outputs generated as a result of the tracer kinetic model fitting. Within this, plotted signal time curves for each acquistion per rat may be found in <code>figures/per_rat</code>, while average deltaR1 curves per drug may be found in <code>figures/per_drug</code>. All estimated parameter variables from the fitting are stored in <code>all_parameters.csv</code>. The folder <code>relaxation_rates_and_signals</code> contains the fitted MRI signal data in a similar format to the original csv data in <code>data/01_signals</code>. Additional columns have been included showing the MRI signals converted to R1. <code>02_effect_sizes</code> contains results of the statistical analysis performed on the tracer kinetic modelling output. This is summarised in tabular format in <code>effect_sizes.csv</code>, while graphical distributions are provided within the <code>figures/</code> folder. <code>fit_errors.txt</code> contains an ID list for any computational fitting errors found during quality control of the tracer kinetic modelling.
DOI: 10.5281/zenodo.7506968
title: Rat gadoxetate MRI signal dataset for the IMI-WP2-TRISTAN Six Test Compounds study

description: Dataset to accompany the manuscript "Use of In Vivo Imaging and Physiologically-Based Kinetic Modelling to Predict Hepatic Transporter Mediated Drug–Drug Interactions in Rats" by Nicola Melillo, Daniel Scotcher, J. Gerry Kenna, Claudia Green, Catherine D. G. Hines, Iina Laitinen, Paul D. Hockings, Kayode Ogungbenro, Ebony R. Gunwhy, Steven Sourbron, John C. Waterton, Gunnar Schuetz, and Aleksandra Galetin (referred to as the 'Six Test Compounds' study). <strong>data.zip</strong> After extracting the contents within the data.zip folder, the MRI signal data acquired in this study are provided in csv format and can be found inside the <code>data/SixTestCompounds/01_signals</code> subfolder. Each csv file contains the liver and spleen region of interest (ROI) time curve data for a single rat at a specific site and day, after administration of the test compound of interest. The corresponding filename for each file is formatted as a string containing study descriptors (metadata) separated by underscores, i.e., filename = <code>compound_site_RatNumber_dayNumber_dataType</code>, e.g., <code>Asunaprevir_E_Rat2_2_Signals</code>. <strong>results.zip</strong> The results and figures relating to this manuscript were created using the outputs contained in <code>results/SixTestCompounds/2022-09-01</code>. <code>01_model_ouputs</code> contains all outputs generated as a result of the tracer kinetic model fitting. Within this, plotted signal time curves for each acquistion per rat may be found in <code>figures/per_rat</code>, while average deltaR1 curves per drug may be found in <code>figures/per_drug</code>. All estimated parameter variables from the fitting are stored in <code>all_parameters.csv</code>. The folder <code>relaxation_rates_and_signals</code> contains the fitted MRI signal data in a similar format to the original csv data in <code>data/01_signals</code>. Additional columns have been included showing the MRI signals converted to R1. <code>02_effect_sizes</code> contains results of the statistical analysis performed on the tracer kinetic modelling output. This is summarised in tabular format in <code>effect_sizes.csv</code>, while graphical distributions are provided within the <code>figures/</code> folder. <code>fit_errors.txt</code> contains an ID list for any computational fitting errors found during quality control of the tracer kinetic modelling.
DOI: 10.5281/zenodo.2582092
title: FT12 Castlas 7-key fagottino: measurements, photos, endoscopic video

description: Dataset of F12 Castlas 7-key fagottino containing detailed external and internal measurements, photos, and an endoscopic video.
DOI: 10.5281/zenodo.2589336
title: FT19 Merklein 8-key tenoroon: measurements, photos, endoscopic video

description: Dataset of FT19 Merklein 8-key tenoroon containing detailed external and internal measurements, photos, and an endoscopic video.
DOI: 10.5281/zenodo.2595101
title: FT20 Müller 4-key fagottino: measurements, photos, endoscopic video

description: Dataset of F20 Müller 4-key fagottino containing detailed external and internal measurements, photos, and an endoscopic video
DOI: 10.5281/zenodo.2604485
title: FT33 Tuerlinckx (1) 4-key fagottino: measurements, photos, endoscopic video

description: Dataset of FT33 Tuerlinckx (1) 4-key fagottino containing detailed external and internal measurements, photos, and an endoscopic video.
DOI: 10.5281/zenodo.2647780
title: FT1 Adler (1) 11-key tenoroon: basic data, photos

description: Dataset of FT1 Adler (1)11-key tenoroon containing detailed information and photos. Complete measurement data is not yet available.
DOI: 10.5281/zenodo.2647807
title: FT3 Anonymous (1) 4-key fagottino: measurements, photos.

description: Dataset of FT3 Anonymous (1) 4-key fagottino containing (partial) external and internal measurements and photos.
DOI: 10.5281/zenodo.2648153
title: FT7 Anonymous (8) 3-key fagottino: measurements, photos, endoscopic video

description: Dataset of FT7 Anonymous (8) 3-key fagottino containing detailed external and internal measurements, photos, and an endoscopic video. Note: Better quality photos will be available at a later date.
DOI: 10.5281/zenodo.2648154
title: FT7 Anonymous (8) 3-key fagottino: measurements, photos, endoscopic video

description: Dataset of FT7 Anonymous (8) 3-key fagottino containing detailed external and internal measurements, photos, and an endoscopic video.  Please note: Better quality photos will be available at a later date.
DOI: 10.5281/zenodo.3269294
title: FT7 Anonymous (8) 3-key fagottino: measurements, photos, endoscopic video

description: Dataset of FT7 Anonymous (8) 3-key fagottino containing detailed external and internal measurements, photos, and an endoscopic video. Note: Better quality photos will be available at a later date.
DOI: 10.5281/zenodo.7838014
title: FT7 Anonymous (8) 3-key fagottino: measurements, photos, endoscopic video

description: Dataset of FT7 Anonymous (8) 3-key fagottino containing detailed external and internal measurements, photos, and an endoscopic video. Note: Better quality photos will be available at a later date.
DOI: 10.57745/wixxli
title: DATA_Correction_JACS.csv

description: :unav
DOI: 10.6084/m9.figshare.22223284.v1
title: Fine-structure relaxation collisions: Si with H and S with H

description: Using a quantum-mechanical close-coupling method, we calculate cross sections for fine structure excitation and relaxation of Si and S atoms in collisions with atomic hydrogen. Rate coefficients are calculated over a range of temperatures for astrophysical<br> applications.
DOI: 10.7284/152950
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE22-27 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152980
title: GNSS (Global Navigation Satellite System) data collected during research cruise PE22-27 using a Trimble ABX-Two instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152951
title: Gyrocompass data collected during research cruise PE22-27 using a Sperry NAVIGAT X MK 1 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152952
title: Meteorological Station data collected during research cruise PE22-27 using a RMYoung 92000 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152953
title: Meteorological Station data collected during research cruise PE22-27 using a RMYoung 92000 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152948
title: Transmissometer data collected during research cruise PE22-27 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152947
title: TSG (Thermosalinograph) data collected during research cruise PE22-27 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.7243211
title: Collagen fiber images and centerline annotations based on SHG imaging

description: The dataset contains images of collagen fibers collected using SHG and manual annotations of the fiber centerlines, from sections of the pancreas, kidney, and breast.
DOI: 10.5281/zenodo.7243210
title: Collagen fiber images and centerline annotations based on SHG imaging

description: The dataset contains images of collagen fibers collected using SHG and manual annotations of the fiber centerlines, from sections of the pancreas, kidney, and breast.
DOI: 10.5281/zenodo.7838026
title: Finite Element Analysis-Based Soft Robotic Modeling: Simulating a Soft Actuator in SOFA

description: This document represent a step by step guide for a simulation in SOFA framework of a cable driven soft robot.
DOI: 10.5281/zenodo.7838025
title: Finite Element Analysis-Based Soft Robotic Modeling: Simulating a Soft Actuator in SOFA

description: This document represent a step by step guide for a simulation in SOFA framework of a cable driven soft robot.
DOI: 10.5281/zenodo.7837548
title: art_subfield

description: This is the cleaned version of the subgraph of the field of art, The processing data can be found here: https://github.com/macs30200-s23/replication-materials-LyuZejian
description: 1400 E 55TH PL APT 304S
DOI: 10.5281/zenodo.7837547
title: art_subfield

description: This is the cleaned version of the subgraph of the field of art, The processing data can be found here: https://github.com/macs30200-s23/replication-materials-LyuZejian
description: 1400 E 55TH PL APT 304S
DOI: 10.7284/152964
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE22-29 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152982
title: GNSS (Global Navigation Satellite System) data collected during research cruise PE22-29 using a Trimble ABX-Two instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152965
title: Gyrocompass data collected during research cruise PE22-29 using a Sperry NAVIGAT X MK 1 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152966
title: Meteorological Station data collected during research cruise PE22-29 using a RMYoung 92000 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152967
title: Meteorological Station data collected during research cruise PE22-29 using a RMYoung 92000 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152962
title: Transmissometer data collected during research cruise PE22-29 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/152961
title: TSG (Thermosalinograph) data collected during research cruise PE22-29 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.7836831
title: Patterns of convergence and bound constraint violation in Differential Evolution on SBOX-COST benchmarking suite

description: The data sets contain information collected during runs of : DE/rand/1/bin (D=20, N=50, F=0.5, CR=0.5); L-SHADE(D=20, N_init = 18*D) on all 24 test functions from instances 1-5 and 101-110 from the SBOX-COST and BBOB test suites. For the <strong>analysis with fixed budget</strong>, the number of independent runs was 30 and the stopping condition NFE (number of function evaluations) was 5000*D. For the <strong>convergence analysis</strong>, 5 independent runs were used for instances 1-5 of the 24 test functions and there was a combined stopping condition consisting of NFE=10000*D, population size larger than 10, variance of the population greater than 10^(-15) and the difference between the global best optimum and known best greater than 10^(-8).
DOI: 10.5281/zenodo.7836830
title: Patterns of convergence and bound constraint violation in Differential Evolution on SBOX-COST benchmarking suite

description: The data sets contain information collected during runs of : DE/rand/1/bin (D=20, N=50, F=0.5, CR=0.5); L-SHADE(D=20, N_init = 18*D) on all 24 test functions from instances 1-5 and 101-110 from the SBOX-COST and BBOB test suites. For the <strong>analysis with fixed budget</strong>, the number of independent runs was 30 and the stopping condition NFE (number of function evaluations) was 5000*D. For the <strong>convergence analysis</strong>, 5 independent runs were used for instances 1-5 of the 24 test functions and there was a combined stopping condition consisting of NFE=10000*D, population size larger than 10, variance of the population greater than 10^(-15) and the difference between the global best optimum and known best greater than 10^(-8).
DOI: 10.3886/e125701v2-136560
title: Replication for "The Changing Geography of Social Mobility" (Proceedings of the National Academy of Sciences)

description: This repository contains all major (allowable) data sources and scripts that can be shared for replication purposes for the article entitled "The Changing Geography of Social Mobility."<br><br>
DOI: 10.6084/m9.figshare.22645198
title: CPTAC Analysis

description: Corresponds to Figure 1 in the associated manuscript.
DOI: 10.34740/kaggle/dsv/5436723
title: Nigerian Presidential Election 2023 Tweets
DOI: 10.34740/kaggle/dsv/5436726
title: Elon Musk Tweets