cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/14140616.v1
title: Data underlying the publication: Virus spreading in ride-pooling networks. Can ride-pooling become a safe and sustainable mobility alternative for pandemic urban systems?

description: The dataset contains results of experiments for the study of our research https://arxiv.org/abs/2011.12770. Data is used to generate results with this reproducible notebook: https://github.com/RafalKucharskiPK/ExMAS/blob/master/ExMAS/spinoffs/corona/02_plots.ipynb<br>Files:- png with maps- .csv with epidemic modelling results (For any given day, the model outputs information about the number of travellers in each state (S-I-Q-R) and newly infected travellers, based on which we can reproduce epidemic spreading profiles.)<br>Abstract of the study:Urban mobility needs alternative sustainable travel modes to keep our pandemic cities in motion. Ride-pooling, where a single vehicle is shared by more than one traveller, is not only appealing for mobility platforms and their travellers, but also for promoting the sustainability of urban mobility systems. Yet, the potential of ride-pooling rides to serve as a safe and effective alternative given the personal and public health risks considerations associated with the COVID-19 pandemic is hitherto unknown. To answer this, we combine epidemiological and behavioural shareability models to examine spreading among ride-pooling travellers, with an application for Amsterdam. Findings are at first sight devastating, with only few initially infected travellers needed to spread the virus to hundreds of ride-pooling users. Without intervention, ride-pooling system may substantially contribute to virus spreading. Notwithstanding, we identify an effective control measure allowing to halt the spreading before the outbreaks (at 50 instead of 800 infections) without sacrificing the efficiency achieved by pooling. Fixed matches among co-travellers disconnect the otherwise dense contact network, encapsulating the virus in small communities and preventing the outbreaks.
DOI: 10.4121/14140616
title: Data underlying the publication: Virus spreading in ride-pooling networks. Can ride-pooling become a safe and sustainable mobility alternative for pandemic urban systems?

description: The dataset contains results of experiments for the study of our research https://arxiv.org/abs/2011.12770. Data is used to generate results with this reproducible notebook: https://github.com/RafalKucharskiPK/ExMAS/blob/master/ExMAS/spinoffs/corona/02_plots.ipynb<br>Files:- png with maps- .csv with epidemic modelling results (For any given day, the model outputs information about the number of travellers in each state (S-I-Q-R) and newly infected travellers, based on which we can reproduce epidemic spreading profiles.)<br>Abstract of the study:Urban mobility needs alternative sustainable travel modes to keep our pandemic cities in motion. Ride-pooling, where a single vehicle is shared by more than one traveller, is not only appealing for mobility platforms and their travellers, but also for promoting the sustainability of urban mobility systems. Yet, the potential of ride-pooling rides to serve as a safe and effective alternative given the personal and public health risks considerations associated with the COVID-19 pandemic is hitherto unknown. To answer this, we combine epidemiological and behavioural shareability models to examine spreading among ride-pooling travellers, with an application for Amsterdam. Findings are at first sight devastating, with only few initially infected travellers needed to spread the virus to hundreds of ride-pooling users. Without intervention, ride-pooling system may substantially contribute to virus spreading. Notwithstanding, we identify an effective control measure allowing to halt the spreading before the outbreaks (at 50 instead of 800 infections) without sacrificing the efficiency achieved by pooling. Fixed matches among co-travellers disconnect the otherwise dense contact network, encapsulating the virus in small communities and preventing the outbreaks.
DOI: 10.4121/14125880.v1
title: A Day in the Life with an Automated Vehicle: Supporting Data and Software

description: This dataset contains data from an interactive stated activity-travel survey aimed to investigate daily schedules of future automated vehicle users. The survey was conducted in the Netherlands, in July 2019. 509 respondents completed this survey.This dataset also contains the interactive survey tool (in Dutch), which was custom-built for this survey, and data analysis files (in R). The data was analysed using the multiple discrete-continuous extreme value model (MDCEV) framework.<br>
DOI: 10.4121/14125302.v1
title: S17_raw_data_set1 - Supporting material for "A hardware-efficient leakage-reduction scheme for quantum error correction with superconducting transmon qubits"

description: Surface code data generated using https://quantumsim.gitlab.io<br>This data pertains to the publication https://arxiv.org/abs/2102.08336 and is part of a collection of supporting materials.See README for more information.<br><br>
DOI: 10.4121/14125880
title: A Day in the Life with an Automated Vehicle: Supporting Data and Software

description: This dataset contains data from an interactive stated activity-travel survey aimed to investigate daily schedules of future automated vehicle users. The survey was conducted in the Netherlands, in July 2019. 509 respondents completed this survey.This dataset also contains the interactive survey tool (in Dutch), which was custom-built for this survey, and data analysis files (in R). The data was analysed using the multiple discrete-continuous extreme value model (MDCEV) framework.<br>
DOI: 10.4121/14125302
title: S17_raw_data_set1 - Supporting material for "A hardware-efficient leakage-reduction scheme for quantum error correction with superconducting transmon qubits"

description: Surface code data generated using https://quantumsim.gitlab.io<br>This data pertains to the publication https://arxiv.org/abs/2102.08336 and is part of a collection of supporting materials.See README for more information.<br><br>
DOI: 10.4121/14132193.v1
title: S17_decoded_data - Supporting material for "A hardware-efficient leakage-reduction scheme for quantum error correction with superconducting transmon qubits"

description: Decoded data (output of https://github.com/obriente/qgarden on S17_raw_data).This data pertains to the publication https://arxiv.org/abs/2102.08336 and is part of a collection of supporting materials.See README for more information.<br>
DOI: 10.4121/14132193
title: S17_decoded_data - Supporting material for "A hardware-efficient leakage-reduction scheme for quantum error correction with superconducting transmon qubits"

description: Decoded data (output of https://github.com/obriente/qgarden on S17_raw_data).This data pertains to the publication https://arxiv.org/abs/2102.08336 and is part of a collection of supporting materials.See README for more information.<br>
DOI: 10.4121/14132240.v1
title: Lindblad_raw_data - Supporting material for "A hardware-efficient leakage-reduction scheme for quantum error correction with superconducting transmon qubits"

description: Full data produced by the Lindblad simulations (part of which is saved in the minimal data to reproduce the figures).This data pertains to the publication https://arxiv.org/abs/2102.08336 and is part of a collection of supporting materials.See README for more information.<br>
DOI: 10.4121/14132240
title: Lindblad_raw_data - Supporting material for "A hardware-efficient leakage-reduction scheme for quantum error correction with superconducting transmon qubits"

description: Full data produced by the Lindblad simulations (part of which is saved in the minimal data to reproduce the figures).This data pertains to the publication https://arxiv.org/abs/2102.08336 and is part of a collection of supporting materials.See README for more information.<br>
DOI: 10.4121/14132243
title: data_code_figures - Supporting material for "A hardware-efficient leakage-reduction scheme for quantum error correction with superconducting transmon qubits"

description: Minimal data plotted in the paper figures, together with the code used to generate them.This data pertains to the publication https://arxiv.org/abs/2102.08336 and is part of a collection of supporting materials.See README for more information.<br>
DOI: 10.4121/14132243.v1
title: data_code_figures - Supporting material for "A hardware-efficient leakage-reduction scheme for quantum error correction with superconducting transmon qubits"

description: Minimal data plotted in the paper figures, together with the code used to generate them.This data pertains to the publication https://arxiv.org/abs/2102.08336 and is part of a collection of supporting materials.See README for more information.<br>
DOI: 10.4121/13685476.v1
title: Meiyu raingauge measurements 2020

description: A hourly precipitation dataset provided by the National Meteorological Information Center in China, which combines raingauge measurements from automatic meteorological stations with precipitation estimates from radar and satellite sensors.<br>
DOI: 10.4121/13685476
title: Meiyu raingauge measurements 2020

description: A hourly precipitation dataset provided by the National Meteorological Information Center in China, which combines raingauge measurements from automatic meteorological stations with precipitation estimates from radar and satellite sensors.<br>
DOI: 10.4121/13173422.v1
title: Rob2Pheno Annotated Tomato Image Dataset

description: Dataset of RGBD images of tomato plants in a production greenhouse (Enza Zaden BV) obtained using Realsense cameras, and object instance level ground truth annotations of the fruit for using object detectors such as MaskRCNN or YOLACT. These data were used to obtain the results reported in our paper Tomato Fruit Detection and Counting in Greenhouses using Deep Learning, Frontiers in Plant Science, 2020.<br>
DOI: 10.4121/13173422.v2
title: Rob2Pheno Annotated Tomato Image Dataset

description: Dataset of RGBD images of tomato plants in a production greenhouse (Enza Zaden BV) obtained using Realsense cameras, and object instance level ground truth annotations of the fruit for using object detectors such as MaskRCNN or YOLACT. These data were used to obtain the results reported in our paper Tomato Fruit Detection and Counting in Greenhouses using Deep Learning, Frontiers in Plant Science, 2020.<br>
DOI: 10.4121/13173422
title: Rob2Pheno Annotated Tomato Image Dataset

description: Dataset of RGBD images of tomato plants in a production greenhouse (Enza Zaden BV) obtained using Realsense cameras, and object instance level ground truth annotations of the fruit for using object detectors such as MaskRCNN or YOLACT. These data were used to obtain the results reported in our paper Tomato Fruit Detection and Counting in Greenhouses using Deep Learning, Frontiers in Plant Science, 2020.<br>
DOI: 10.4121/14039234.v1
title: Fracture Patterns from the Lilstock Pavement, Bristol Channel, UK

description: This dataset contains 2D fracture network data automatically traced from UAV-photogrammetry over the Lilstock limestone outcrops in the Bristol Channel, UK. The data consists of five large-scale networks pertaining to spatially discontinuous layers. These are named as Areas 1-5. <br>The fracture data corresponding to the five areas are available in three formats (1) as ESRI shapefiles of polylines (2) as csv files of graph node lists, edge lists, and spatial positioning information of nodes (3) as MATLAB graph objects and spatial positioning matrices<br>The shapefiles may be projected to UTM Zone 30 N or Coordinate Reference System EPSG: 32630. The MATLAB graph objects can be georeferenced by shifting origin of the respective spatial positioning matrices using the 'xmin', 'ymin' variables. The graph data in the form of csv files of nodes, edges, and spatial positioning information can be used to generate graphs in R, Python etc. <br>In addition to the fracture data, shape files of enclosed polygons corresponding to each of the five areas, and dual graphs are also attached.<br><br>
DOI: 10.4121/14039234
title: Fracture Patterns from the Lilstock Pavement, Bristol Channel, UK

description: This dataset contains 2D fracture network data automatically traced from UAV-photogrammetry over the Lilstock limestone outcrops in the Bristol Channel, UK. The data consists of five large-scale networks pertaining to spatially discontinuous layers. These are named as Areas 1-5. <br>The fracture data corresponding to the five areas are available in three formats (1) as ESRI shapefiles of polylines (2) as csv files of graph node lists, edge lists, and spatial positioning information of nodes (3) as MATLAB graph objects and spatial positioning matrices<br>The shapefiles may be projected to UTM Zone 30 N or Coordinate Reference System EPSG: 32630. The MATLAB graph objects can be georeferenced by shifting origin of the respective spatial positioning matrices using the 'xmin', 'ymin' variables. The graph data in the form of csv files of nodes, edges, and spatial positioning information can be used to generate graphs in R, Python etc. <br>In addition to the fracture data, shape files of enclosed polygons corresponding to each of the five areas, and dual graphs are also attached.<br><br>
DOI: 10.4121/13949276.v1
title: Dataset corresponding to publication: "Existence and properties of the logarithmic layer in oscillating flows"

description: Data of numerical simulations of a flow driven by an oscillating pressure gradient over a solid, flat, horizontal wall. This dataset contains data from 38 simulations. The data contains the horizontal velocity averaged over horizontal planes at specific phases of the oscillation as a function of the distance from the bottom wall.
DOI: 10.4121/13949276
title: Dataset corresponding to publication: "Existence and properties of the logarithmic layer in oscillating flows"

description: Data of numerical simulations of a flow driven by an oscillating pressure gradient over a solid, flat, horizontal wall. This dataset contains data from 38 simulations. The data contains the horizontal velocity averaged over horizontal planes at specific phases of the oscillation as a function of the distance from the bottom wall.
DOI: 10.4121/14060723
title: Dataset underlying the research of Impact of Electrode and Cell Design on Fast Charging Capabilities of Cylindrical Lithium-Ion Batteries

description: This data set includes the presented plot data for the referenced publication. The structure is referring to every plot shown in the research paper and presents the underlying data for every subplot. An overview of the presented data can be found in the attached "Content_of_Dataset" file.
DOI: 10.4121/14060678.v1
title: Dataset underlying the research of On The Impact of the Locality on Short-Circuit Characteristics: Experimental Analysis and Multiphysics Simulation of External and Local Short-Circuits Applied to Lithium-Ion Batteries

description: This data set includes the presented plot data for the referenced publication. The structure is referring to every plot shown in the research paper and presents the underlying data for every subplot. An overview of the presented data can be found in the attached "Content_of_Dataset" file.
DOI: 10.4121/14060678
title: Dataset underlying the research of On The Impact of the Locality on Short-Circuit Characteristics: Experimental Analysis and Multiphysics Simulation of External and Local Short-Circuits Applied to Lithium-Ion Batteries

description: This data set includes the presented plot data for the referenced publication. The structure is referring to every plot shown in the research paper and presents the underlying data for every subplot. An overview of the presented data can be found in the attached "Content_of_Dataset" file.
DOI: 10.4121/14061122.v1
title: Data underlying the publication: "The Pectobacterium pangenome, with a focus on Pectobacterium brasiliense, shows a robust core and extensive exchange of genes from a shared gene pool"

description: The dataset contains 197 genome (.fna) and 197 annotation (.gff) files that are placed in the compressed '<b>pectobacterium_genomes.zip</b>' and '<b>pectobacterium_annotations.zip</b>' directories. An overview of the data, including strain names, NCBI accessions, and Biosample identifiers is added as '<b>genome_annotation_data.xlsx</b>'<br>
DOI: 10.4121/14061122
title: Data underlying the publication: "The Pectobacterium pangenome, with a focus on Pectobacterium brasiliense, shows a robust core and extensive exchange of genes from a shared gene pool"

description: The dataset contains 197 genome (.fna) and 197 annotation (.gff) files that are placed in the compressed '<b>pectobacterium_genomes.zip</b>' and '<b>pectobacterium_annotations.zip</b>' directories. An overview of the data, including strain names, NCBI accessions, and Biosample identifiers is added as '<b>genome_annotation_data.xlsx</b>'<br>
DOI: 10.4121/14061122.v2
title: Data underlying the publication: "The Pectobacterium pangenome, with a focus on Pectobacterium brasiliense, shows a robust core and extensive exchange of genes from a shared gene pool"

description: The dataset contains 197 genome (.fna) and 197 annotation (.gff) files that are placed in the compressed '<b>pectobacterium_genomes.zip</b>' and '<b>pectobacterium_annotations.zip</b>' directories. An overview of the data, including strain names, NCBI accessions, and Biosample identifiers is added as '<b>genome_annotation_data.xlsx</b>'<br>
DOI: 10.4121/14096567
title: Cyclic ageing with driving profile of a lithium ion battery module

description: The dataset consists of cyclic ageing of a module built with commercially available 18650 cylindrical cells (Ni rich and Si/Gr anode). An adapted real driving profile was used to cycle the module. The raw data consist of voltage, current, time, temperature, and Ah counters.The data is the result of experiments conducted at VITO/EnergyVille. They are electrical measurements done with a battery tester on two 16S1P packs.<br><b>Note that the columns Tcell1 to Tcell 16 have an offset of 30 degrees C</b><b><br></b><b>For more data on cell level please check </b>https://doi.org/10.4121/13739296<br>
DOI: 10.4121/14102378.v1
title: Player data Cue Kitchen game

description: This dataset contains the measured outcome of the serious game Cue Kitchen, played in 2020. The data were measured through questionnaires and consist of player experience data and the effectiveness of the game. The data were gathered during an MSc thesis project by Harmen aan het Rot (MSc Complex Systems Engineering and Management, Delft University of Technology).
DOI: 10.4121/14102378
title: Player data Cue Kitchen game

description: This dataset contains the measured outcome of the serious game Cue Kitchen, played in 2020. The data were measured through questionnaires and consist of player experience data and the effectiveness of the game. The data were gathered during an MSc thesis project by Harmen aan het Rot (MSc Complex Systems Engineering and Management, Delft University of Technology).
DOI: 10.4121/14101928.v1
title: Raw data for paper "Manganese-mediated C-C bond formation: alkoxycarbonylation of organoboranes"

description: The dataset contains all spectral data produced and used in the preparation of the above mentioned manuscript.Numbering follows that of the available ESI that is published with the manuscript. For each entry the figurenumber is stated, together with a short description (usually the figure caption). The corresponding spectraldata is provided as xy-coordinates in the units indicated in the figure.
DOI: 10.4121/14101928
title: Raw data for paper "Manganese-mediated C-C bond formation: alkoxycarbonylation of organoboranes"

description: The dataset contains all spectral data produced and used in the preparation of the above mentioned manuscript.Numbering follows that of the available ESI that is published with the manuscript. For each entry the figurenumber is stated, together with a short description (usually the figure caption). The corresponding spectraldata is provided as xy-coordinates in the units indicated in the figure.
DOI: 10.4121/14066504.v1
title: Co-seismic Surface Dilatation and Shear Strain Fields Derived from SPOT-5 Displacements

description: Repeated earthquake cycles produce topography, fault damage zones, and other geologic structures along faults. These geomorphic and structural features indicate the presence of co-seismic permanent (inelastic) surface deformation, yet a long-standing question in earthquake research is how much of the co-seismic deformation field is elastic versus inelastic. These questions arise in part because it is unclear what measurable co-seismic characteristics, such as off-fault or distributed surface deformation and cracking, represent true unrecoverable deformation. One emerging descriptor of permanent co-seismic deformation is surface strain magnitudes inferred from imaging geodesy observations. In this study, we present the surface strain field of the 2013 Mw7.7 Baluchistan strike-slip earthquake in southern Pakistan. We invert co-seismic displacement fields generated from pixel-tracking of SPOT-5 and WorldView optical imagery for co-seismic surface horizontal strain tensors. We observe that co-seismic strain field is dominated by negative dilatation strains, indicating that the co-seismic fault zone contracted during the earthquake. We show that co-seismic inelastic failure exhibits a relatively consistent width along the rupture that is localized to a zone 100-200 m wide on the hanging wall side. The width of co-seismic permanent deformation does not correlate with variations in off-fault deformation or surface geology. Based on comparisons to other recent earthquakes, we posit that the permanent surface strains reflect inelastic deformation of the faults inner damage zone, and that the width of this zone reflects fault maturity.
DOI: 10.6084/m9.figshare.13151787.v1
title: Additional file 4 of Ecological genomics of Chinese wheat improvement: implications in breeding for adaptation

description: Additional file 4: Table S2. Genetic diversity and Fst for 47 polymorphic genes between Chinese landraces (CL) and modern Chinese cultivars (MCC) in ten wheat agro-ecological zones.
DOI: 10.6084/m9.figshare.7459772.v1
title: Additional file 9: of Transmembrane protein GRINA modulates aerobic glycolysis and promotes tumor progression in gastric cancer

description: Figure S3. Knockdown of GRINA in BGC-823 and AGS cell lines by short hairpin RNA (shRNNA). (XLS 293 kb)
DOI: 10.6084/m9.figshare.12695883.v1
title: Additional file 12 of Comparative transcriptome analyses reveal two distinct transcriptional modules associated with pollen shedding time in pine

description: Additional file 12: Data Set 5. The sequences of all 640 transcripts.
DOI: 10.6084/m9.figshare.21080608
title: Additional file 5 of Dynamic regulation of HIF-1 signaling in the rhesus monkey heart after ischemic injury

description: Additional file 5: Table S3. The list of previously validated HIF-1 target genes
DOI: 10.25549/usctheses-ouc11668566
title: Amanda-Cermak-Dissertation-minor-revisions-corrected