cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4419732
title: Waveform Data -BbVar_Syn

description: Synthetic waveform with EMI varying in magnitude and frequency. File RefValuesBb_Var_Data.csv contains the reference values as the time domain rms values of each frequency component.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4431668
title: Waveform Data -NbVar_Syn

description: Synthetic waveform with EMI constant in frequency, varying in magnitude.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4419723
title: Waveform Data -NbVar_Syn

description: Synthetic waveform with EMI constant in frequency, varying in magnitude.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.25345/c5dn5p
title: MassIVE MSV000086692 - Fibroblast-specific Proteo-transcriptomes of Human Sinoatrial Node in Non-failing and Failing Hearts
title: Sinoatrial node (SAN), and right atrial (RA) fibroblasts were isolated from explanted non-failing (nHF) and HF human hearts, cultured, passaged once, and treated +/- transforming growth factor beta 1(TGF beta-1). Fibroblast pellets were subjected to comprehensive high-throughput proteomic analyses.
DOI: 10.6073/pasta/004a8efe8b08bb223612b3fc1f094fb3
title: PIE LTER, Year 2019, 15 minute interval, water quality measurements of water column temperature, salinity, oxygen, and depth near the mouth of Plum Island Sound, Massachusetts

description: Year 2019, 15 minute measurements of water column temperature, salinity, oxygen and depth in Plum Island Sound at the Ipswich Bay Yacht Club, Ipswich, MA.
DOI: 10.5281/zenodo.4431657
title: Waveform Data -EVCharger_Lab

description: Measurement of EV with the on-board charger connected to supply voltage in the laboratory. Waveform includes EMI with switching frequency of a charger (at around 27 kHz) and its 2<sup>nd</sup> harmonic.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4419696
title: Waveform Data -EVCharger_Lab

description: Measurement of EV with the on-board charger connected to supply voltage in the laboratory. Waveform includes EMI with switching frequency of a charger (at around 27 kHz) and its 2<sup>nd</sup> harmonic.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4419730
title: Waveform Data -BbConst_Syn

description: Synthetic waveform with EMI constant in magnitude, varying in frequency. File RefValuesBb_Const_Data.csv contains the reference values as the time domain rms values of each frequency component.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.7303/syn24168329
title: Data resource for manuscript - The heterogeneous landscape of human brain immunity in neurodegenerative disease
DOI: 10.5281/zenodo.3785742
title: Convolutional Neural Network Formulation to Compare 4D Seismic and Reservoir Simulation Models

description: This dataset contains the .npy (numpy) files of the simulation models and reference discussed in the paper "Convolutional Neural Network Formulation to Compare 4D Seismic and Reservoir Simulation Models". The folders contain all simulation models and reference maps already divided in subregions. Each .npy file is a numpy 2D array with delta IP or delta Sw values. The csv files contain the 3-tuples and the selected model in each. There are two csv files: the first is the dataset used for training the CNN, with 1280 labeled tuples evaluated by a single specialist. The second is the ground-truth, with 164 tuples evaluated by three specialists (in which 2 or more agreed on the selected model), used for validating the models and comparing different approaches. We also provide a Python code to read and visualize the .npy files.
DOI: 10.5281/zenodo.3785741
title: Convolutional Neural Network Formulation to Compare 4D Seismic and Reservoir Simulation Models

description: This dataset contains the .npy (numpy) files of the simulation models and reference discussed in the paper "Convolutional Neural Network Formulation to Compare 4D Seismic and Reservoir Simulation Models". The folders contain all simulation models and reference maps already divided in subregions. Each .npy file is a numpy 2D array with delta IP or delta Sw values. The csv files contain the 3-tuples and the selected model in each. There are two csv files: the first is the dataset used for training the CNN, with 1280 labeled tuples evaluated by a single specialist. The second is the ground-truth, with 164 tuples evaluated by three specialists (in which 2 or more agreed on the selected model), used for validating the models and comparing different approaches. We also provide a Python code to read and visualize the .npy files.
DOI: 10.6084/m9.figshare.3761562.v1743
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.5281/zenodo.4431658
title: Waveform Data -NbConst_Syn

description: Synthetic waveform with EMI constant in magnitude and frequency.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4419714
title: Waveform Data -NbConst_Syn

description: Synthetic waveform with EMI constant in magnitude and frequency.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5519/qd.qkjnq1bv
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (6 records)
DOI: 10.5281/zenodo.4434267
title: Waveform Data -BbConst_Syn

description: Synthetic waveform with EMI constant in magnitude, varying in frequency. File RefValuesBb_Const_Data.csv contains the reference values as the time domain rms values of each frequency component.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4419729
title: Waveform Data -BbConst_Syn

description: Synthetic waveform with EMI constant in magnitude, varying in frequency. File RefValuesBb_Const_Data.csv contains the reference values as the time domain rms values of each frequency component.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4434268
title: Waveform Data -BbVar_Syn

description: Synthetic waveform with EMI varying in magnitude and frequency. File RefValuesBb_Var_Data.csv contains the reference values as the time domain rms values of each frequency component.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4419731
title: Waveform Data -BbVar_Syn

description: Synthetic waveform with EMI varying in magnitude and frequency. File RefValuesBb_Var_Data.csv contains the reference values as the time domain rms values of each frequency component.
description: This project 18NRM05 SupraEMI has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.3554934
title: Datsets for Publication "In-Vitro MPI-Guided IVOCT Catheter Tracking in Real Time for Motion Artifact Compensation"

description: This dataset contains Magnetic Particle Imaging and Intravascular optical coherence tomography data for the profiles Standard Profile (3x) Bending Profile (3x) Heart Beat Profile (3x) used in the publication "In-Vitro MPI-Guided IVOCT Catheter Tracking in Real Time for Motion Artifact Compensation".
DOI: 10.5281/zenodo.3991815
title: Estimating individual level plant traits at scale

description: Derived prediction of traits for ~5 million trees at two NEON sites (OSBS and TALL)
DOI: 10.5281/zenodo.3991814
title: Estimating individual level plant traits at scale

description: Derived prediction of traits for ~5 million trees at two NEON sites (OSBS and TALL)
DOI: 10.5281/zenodo.3941994
title: Replication data for: Nanoscale mechanics of antiferromagnetic domain walls

description: Data repository for: <strong>Nanoscale mechanics of antiferromagnetic domain walls</strong> <em>Data description.pdf</em><strong><em>: </em></strong>describes the uploaded data <em>Data.xlsx: </em> the data represented in the paper <em>***.m: <strong> </strong></em>Matlab code files used to transform and fit the data ***.py: Python code files used to transform and fit the data
description: We gratefully acknowledge financial support through the NCCR QSIT, a competence center funded by the Swiss NSF, through the Swiss Nanoscience Institute, by the EU FET-OPEN Flagship Project ASTERIQS (grant 820394), SNF Project Grant 188521, German Research Foundation (projects MA 5144/22-1 and MA 5144/24-1) and Taras Shevchenko National University of Kyiv (Project No. 19BF052 - 01).
DOI: 10.5281/zenodo.3941993
title: Replication data for: Nanoscale mechanics of antiferromagnetic domain walls

description: Data repository for: <strong>Nanoscale mechanics of antiferromagnetic domain walls</strong> <em>Data description.pdf</em><strong><em>: </em></strong>describes the uploaded data <em>Data.xlsx: </em> the data represented in the paper <em>***.m: <strong> </strong></em>Matlab code files used to transform and fit the data ***.py: Python code files used to transform and fit the data
description: We gratefully acknowledge financial support through the NCCR QSIT, a competence center funded by the Swiss NSF, through the Swiss Nanoscience Institute, by the EU FET-OPEN Flagship Project ASTERIQS (grant 820394), SNF Project Grant 188521, German Research Foundation (projects MA 5144/22-1 and MA 5144/24-1) and Taras Shevchenko National University of Kyiv (Project No. 19BF052 - 01).
DOI: 10.5281/zenodo.3974354
title: FLEXIES Input Data Central Europe

description: <strong>If you use this data, please cite the following publication:</strong> Maeder, M., Weiss, O., & Boulouchos, K. (2021). Assessing the need for flexibility technologies in decarbonized power systems: A new model applied to Central Europe. <em>Applied Energy</em>, <em>282</em>, 116050. https://doi.org/10.1016/j.apenergy.2020.116050 <strong>Description:</strong> FLEXibility from Interconnections and Electricity Storages (FLEXIES) is a power system optimization model that investigates flexibility technologies for fully decarbonized power systems. Authors: Mattia Maeder & Olga Weiss (June 2020) Developed in the Master Thesis "The role of energy flexibility measures in the energy transition" by Mattia Maeder and supervised by Olga Weiss, ETH Zurich (April 2020) Introduced and used in the manuscript "Assessing the need for flexibility technologies in decarbonized power systems: A new model applied to Central Europe" by Mattia Maeder, Olga Weiss, and Konstantinos Boulouchos (June 2020) This upload contains the <strong>input datasets on energy generation and flexibility technologies for the case study of Central Europe</strong> (Switzerland, Austria, France, Germany, and Italy). Furthermore, it contains the files that <strong>read the data into MATLAB</strong>. The FLEXIES code can be accessed here: 10.5281/zenodo.3881499
DOI: 10.5281/zenodo.3974353
title: FLEXIES Input Data Central Europe

description: <strong>If you use this data, please cite the following publication:</strong> Maeder, M., Weiss, O., & Boulouchos, K. (2021). Assessing the need for flexibility technologies in decarbonized power systems: A new model applied to Central Europe. <em>Applied Energy</em>, <em>282</em>, 116050. https://doi.org/10.1016/j.apenergy.2020.116050 <strong>Description:</strong> FLEXibility from Interconnections and Electricity Storages (FLEXIES) is a power system optimization model that investigates flexibility technologies for fully decarbonized power systems. Authors: Mattia Maeder & Olga Weiss (June 2020) Developed in the Master Thesis "The role of energy flexibility measures in the energy transition" by Mattia Maeder and supervised by Olga Weiss, ETH Zurich (April 2020) Introduced and used in the manuscript "Assessing the need for flexibility technologies in decarbonized power systems: A new model applied to Central Europe" by Mattia Maeder, Olga Weiss, and Konstantinos Boulouchos (June 2020) This upload contains the <strong>input datasets on energy generation and flexibility technologies for the case study of Central Europe</strong> (Switzerland, Austria, France, Germany, and Italy). Furthermore, it contains the files that <strong>read the data into MATLAB</strong>. The FLEXIES code can be accessed here: 10.5281/zenodo.3881499
DOI: 10.5281/zenodo.4434496
title: Dataset_EEC_Zanoli_et_al_2021

description: This is the dataset used for the analyses published in the paper: "<strong>LOOKING INTO EACH OTHER’S EYES MAKES IT BETTER: EYE-TO-EYE CONTACT ENHANCES SEXUAL INTERACTIONS IN GELADAS</strong>"
DOI: 10.5281/zenodo.4434495
title: Dataset_EEC_Zanoli_et_al_2021

description: This is the dataset used for the analyses published in the paper: "<strong>LOOKING INTO EACH OTHER’S EYES MAKES IT BETTER: EYE-TO-EYE CONTACT ENHANCES SEXUAL INTERACTIONS IN GELADAS</strong>"
DOI: 10.5281/zenodo.3937308
title: Dataset_end-copulation_calls_Zanoli_et_al

description: This is the dataset used for the analyses published in the paper: "The best part comes at the end": the role of male copulation calls in gelada sexual contacts.
DOI: 10.5281/zenodo.4434520
title: New genetic markers for Sapotaceae phylogenomics: more than 600 nuclear genes applicable from family to population levels

description: Some tropical plant families, such as the Sapotaceae, have a complex taxonomy, which can be resolved using Next Generation Sequencing (NGS). For most groups however, methodological protocols are still missing. Here we identified 531 monocopy genes and 227 Short tandem repeats (STR) markers and tested them on Sapotaceae using target capture and NGS. The probes were designed using two genome skimming samples from<em>Capurodendron delphinense</em> and <em>Bemangidia lowryi</em>, both from the Tseboneae tribe, as well as the published <em>Manilkara zapota</em> transcriptome from the Sapotoideae tribe. We combined our probes with 261 additional ones previously published and designed for the entire angiosperm group. On a total of 792 low-copy genes, 638 showed no signs of paralogy and were used to build a phylogeny of the family with 231 individuals from all main lineages. A highly supported topology was obtained at high taxonomic ranks but also at the species level. This phylogeny revealed the existence of more than 20 putative new species. Single nucleotide polymorphisms (SNPs) extracted from the 638 genes were able to distinguish lineages within a species complex and to highlight geographical structuration. STR were recovered efficiently for the species used as reference (<em>C. delphinense</em>) but the recovery rate decreased dramatically with the phylogenetic distance to the focal species. All together, the new loci will help reaching a sound taxonomic understanding of the family Sapotaceae for which many circumscriptions and relationships are still debated, at the species, genus and tribe levels.
DOI: 10.5281/zenodo.4434481
title: Estimating individual level plant traits at scale: input data

description: This dataset includes the input data to ensure replicability of the results. This dataset include the (1) reflectance for individual tree crowns, extracted from field and algorithmically delineated crowns in 2 NEON sites (OSBS and TALL); (2) the associated measures of tree traits (N%, C%, P%, LMA). The folder should be decompressed inside of the root directory of the project in https://github.com/MarconiS/Estimating-individual-level-plant-traits-at-scale/ for correctly replicate the analysis.
DOI: 10.5281/zenodo.4434480
title: Estimating individual level plant traits at scale: input data

description: This dataset includes the input data to ensure replicability of the results. This dataset include the (1) reflectance for individual tree crowns, extracted from field and algorithmically delineated crowns in 2 NEON sites (OSBS and TALL); (2) the associated measures of tree traits (N%, C%, P%, LMA). The folder should be decompressed inside of the root directory of the project in https://github.com/MarconiS/Estimating-individual-level-plant-traits-at-scale/ for correctly replicate the analysis.
DOI: 10.5281/zenodo.4428848
title: Supplementary material: Prophylactic antibiotics for adults with chronic obstructive pulmonary disease: a network meta-analysis

description: Supplementary material for Cochrane review: Janjua S , Mathioudakis AG , Fortescue R , Walker RAE , Sharif S , Threapleton CJD , Dias S . Prophylactic antibiotics for adults with chronic obstructive pulmonary disease: a network meta-analysis. Cochrane Database of Systematic Reviews 2021, Issue 1. Art. No.: CD013198. DOI: 10.1002/14651858.CD013198.pub2.
description: Linked from Appendix 4 and Appendix 5 of the review
description: {"references": ["Janjua S , Mathioudakis AG , Fortescue R , Walker RAE , Sharif S , Threapleton CJD , Dias S . Prophylactic antibiotics for adults with chronic obstructive pulmonary disease: a network meta-analysis. Cochrane Database of Systematic Reviews 2021, Issue 1. Art. No.: CD013198. DOI: 10.1002/14651858.CD013198.pub2."]}
DOI: 10.5281/zenodo.4428847
title: Supplementary material: Prophylactic antibiotics for adults with chronic obstructive pulmonary disease: a network meta-analysis

description: Supplementary material for Cochrane review: Janjua S , Mathioudakis AG , Fortescue R , Walker RAE , Sharif S , Threapleton CJD , Dias S . Prophylactic antibiotics for adults with chronic obstructive pulmonary disease: a network meta-analysis. Cochrane Database of Systematic Reviews 2021, Issue 1. Art. No.: CD013198. DOI: 10.1002/14651858.CD013198.pub2.
description: Linked from Appendix 4 and Appendix 5 of the review
description: {"references": ["Janjua S , Mathioudakis AG , Fortescue R , Walker RAE , Sharif S , Threapleton CJD , Dias S . Prophylactic antibiotics for adults with chronic obstructive pulmonary disease: a network meta-analysis. Cochrane Database of Systematic Reviews 2021, Issue 1. Art. No.: CD013198. DOI: 10.1002/14651858.CD013198.pub2."]}
DOI: 10.5281/zenodo.4434454
title: Immunofluorescence staining of a human kidney (#1, tumor area) obtained by MELC

description: 19 marker MELC run in a human peri-tumor kidney sample (#1). Each image shows the same field of view, sequentially stained with the depicted fluorescence labelled antibodies. Images contain 2024 x 2024 pixels and are generated using an inverted wide field fluorescence microscope with a 20 x objective, a lateral resolution of 325 nm and an axial resolution above 5 µm. Scale bar 100 µm. All raw images were aligned based on the reference phase contrast image taken at the beginning of measurement. Each fluorescence MELC image was processed by background subtraction and illumination correction, based on bleaching images. Then an “Extended Depth of Field” algorithm was applied to the 3D fluorescence stack in each cycle. Images were at last normalized in ImageJ, where a rolling ball algorithm was used for background estimation, edges were removed (accounting for the maximum allowed shift during the autofocus procedure) and fluorescence intensities were stretched to the full intensity range (16 bit -&gt; 2<sup>16</sup>).
DOI: 10.5281/zenodo.4434453
title: Immunofluorescence staining of a human kidney (#1, tumor area) obtained by MELC

description: 19 marker MELC run in a human peri-tumor kidney sample (#1). Each image shows the same field of view, sequentially stained with the depicted fluorescence labelled antibodies. Images contain 2024 x 2024 pixels and are generated using an inverted wide field fluorescence microscope with a 20 x objective, a lateral resolution of 325 nm and an axial resolution above 5 µm. Scale bar 100 µm. All raw images were aligned based on the reference phase contrast image taken at the beginning of measurement. Each fluorescence MELC image was processed by background subtraction and illumination correction, based on bleaching images. Then an “Extended Depth of Field” algorithm was applied to the 3D fluorescence stack in each cycle. Images were at last normalized in ImageJ, where a rolling ball algorithm was used for background estimation, edges were removed (accounting for the maximum allowed shift during the autofocus procedure) and fluorescence intensities were stretched to the full intensity range (16 bit -&gt; 2<sup>16</sup>).
DOI: 10.5281/zenodo.4434473
title: Immunofluorescence staining of a human kidney (#2, tumor area) obtained by MELC

description: 19 marker MELC run in a human tumor kidney sample (#2). Each image shows the same field of view, sequentially stained with the depicted fluorescence labelled antibodies. Images contain 2024 x 2024 pixels and are generated using an inverted wide field fluorescence microscope with a 20 x objective, a lateral resolution of 325 nm and an axial resolution above 5 µm. Scale bar 100 µm. All raw images were aligned based on the reference phase contrast image taken at the beginning of measurement. Each fluorescence MELC image was processed by background subtraction and illumination correction, based on bleaching images. Then an “Extended Depth of Field” algorithm was applied to the 3D fluorescence stack in each cycle. Images were at last normalized in ImageJ, where a rolling ball algorithm was used for background estimation, edges were removed (accounting for the maximum allowed shift during the autofocus procedure) and fluorescence intensities were stretched to the full intensity range (16 bit -&gt; 2<sup>16</sup>).
DOI: 10.5281/zenodo.4434472
title: Immunofluorescence staining of a human kidney (#2, tumor area) obtained by MELC

description: 19 marker MELC run in a human tumor kidney sample (#2). Each image shows the same field of view, sequentially stained with the depicted fluorescence labelled antibodies. Images contain 2024 x 2024 pixels and are generated using an inverted wide field fluorescence microscope with a 20 x objective, a lateral resolution of 325 nm and an axial resolution above 5 µm. Scale bar 100 µm. All raw images were aligned based on the reference phase contrast image taken at the beginning of measurement. Each fluorescence MELC image was processed by background subtraction and illumination correction, based on bleaching images. Then an “Extended Depth of Field” algorithm was applied to the 3D fluorescence stack in each cycle. Images were at last normalized in ImageJ, where a rolling ball algorithm was used for background estimation, edges were removed (accounting for the maximum allowed shift during the autofocus procedure) and fluorescence intensities were stretched to the full intensity range (16 bit -&gt; 2<sup>16</sup>).