cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/14095777
title: World-wide InSAR sensitivity index data set for landslide deformation tracking

description: The application of InSAR deformation measurements is feasible in a geometry sensitive to deformation. Our sensitivity index is a static analysis of the lower bound of the sensitivity of Sentinel-1 to the downslope deformation of a potential landslide. <br> The full process is explained in the linked paper (<sub>https://doi.org/10.1016/j.jag.2022.102829</sub>). Provided here is a global data set of the sensitivity index derived from the Copernicus digital elevation model (COP-DEM_GLO-30, 2019_1). <br> Individual sheets of 1°×1° are identified by their lower left corner in WGS84. Sheets are combined in archives of 10°×10°, numbered by the truncated sheet indices (e.g. S49_00_W053.tiff is in S40_W050.zip). A sheet index is provided in <sub>S_v1.gpkg</sub> and as an interactive map. No data is provided over Armenia and Azerbaijan, as these areas were not included in the public Copernicus data. The underlying Python script (<sub>20210208_CopernicusSpherical.py</sub>) is provided with the data.
DOI: 10.4121/14572644.v1
title: Extracted Features of Amsterdam Cross-time Dataset

description: This collection contains feature files where the features are extracted on Amsterdam Cross-time dataset using various methods and models such as SIFT, LIFT, and pre-trained VGG-16, ResNets, NetVLAD, AP-GeM and supervisely and self-supervisely trained models. The details of feature extraction procedure and other details can be found on https://github.com/seyrankhademi/cross-time-dataset.<br>
DOI: 10.4121/14572644.v2
title: Extracted Features of Cross-time Amsterdam Dataset

description: This collection contains feature files where the features are extracted on Cross-time Amsterdam dataset using various methods and models such as SIFT, LIFT, and pre-trained VGG-16, ResNets, NetVLAD, AP-GeM and supervisely and self-supervisely trained models. The details of feature extraction procedure and other details can be found on https://github.com/seyrankhademi/cross-time-dataset.<br>
DOI: 10.4121/14572644.v3
title: Extracted Features on AmsterTime Dataset

description: This collection contains feature files where the features are extracted on AmsterTime dataset using various methods and models such as SIFT, LIFT, and pre-trained VGG-16, ResNets, NetVLAD, AP-GeM and supervisely and self-supervisely trained models. The details of feature extraction procedure and other details can be found on https://github.com/seyrankhademi/AmsterTime.<br>
DOI: 10.4121/14572644.v4
title: Extracted Features on AmsterTime Dataset

description: This collection contains feature files where the features are extracted on AmsterTime dataset using various methods and models such as SIFT, LIFT, and pre-trained VGG-16, ResNets, NetVLAD, AP-GeM and supervisely and self-supervisely trained models. The details of feature extraction procedure and other details can be found on https://github.com/seyrankhademi/AmsterTime.<br>
DOI: 10.4121/14572644
title: Extracted Features on AmsterTime Dataset

description: This collection contains feature files where the features are extracted on AmsterTime dataset using various methods and models such as SIFT, LIFT, and pre-trained VGG-16, ResNets, NetVLAD, AP-GeM and supervisely and self-supervisely trained models. The details of feature extraction procedure and other details can be found on https://github.com/seyrankhademi/AmsterTime.<br>
DOI: 10.4121/19705156.v1
title: Data from: Impacts of harvesting methods on nutrient removal in Dutch forests exposed to high nitrogen deposition

description: Nutrient concentrations in tree compartments were assessed for seven major tree species in the Netherlands. Average nutrient concentrations in stems were based on measured concentrations in heartwood, sapwood and bark and estimated volumes and densities of these compartments. Similarly, average nutrient concentrations in branches were based on measured concentrations in coarse branches, fine branches and the bark of coarse branches and estimated volumes and densities of these compartments.
DOI: 10.4121/19944569
title: Data underlying the research on influence of face velocity and exhaled breath condensate on the filtration efficiency of masks and mask materials for COVID-19 transmission prevention

description: In this research, the filtration capability of 15 types of masks and filter materials usable as insert in masks were tested at two different face velocities (10 and 25 cm/s). Four of these masks were tested at two additional face velocities (17.5 and 32.5 cm/s): level 3 surgical masks, two designs of cotton masks and disposable non-medical masks. Seven of these masks were also exposed to aerated simulated exhaled breath condensate (EBC) for 1 to 24 hours and their filtration efficiency was tested immediately following exposure.
DOI: 10.4121/19940420.v1
title: Data underlying the research on evaluation of masks and mask material suitability for bioaerosol capture

description: This research provides a quantitative evaluation of various non-medical facemasks, assesses their potential for the reduction of transmission of bioaerosols such as the SARS-CoV-2 virus, and compares them to medical masks. Using a testing line with a NaCl challenge aerosol, four types of commercial reusable cloth masks, two types of disposable non-medical masks, three types of medical masks and seven types of commonly available materials were tested individually and in combinations. The testing line and procedure were adapted from the ASTM F2299 testing method used for testing medical masks. <br> The data is organized by mask type and face velocity the mask was tested at.
DOI: 10.4121/19940420
title: Data underlying the research on evaluation of masks and mask material suitability for bioaerosol capture

description: This research provides a quantitative evaluation of various non-medical facemasks, assesses their potential for the reduction of transmission of bioaerosols such as the SARS-CoV-2 virus, and compares them to medical masks. Using a testing line with a NaCl challenge aerosol, four types of commercial reusable cloth masks, two types of disposable non-medical masks, three types of medical masks and seven types of commonly available materials were tested individually and in combinations. The testing line and procedure were adapted from the ASTM F2299 testing method used for testing medical masks. <br> The data is organized by mask type and face velocity the mask was tested at.
DOI: 10.4121/19411379
title: Supporting data for the article "Effect of the anisotropy of martensitic transformation on ferrite deformation in Dual-Phase steels"

description: The raw and supporting data required to reproduce the findings of the research article "Effect of the anisotropy of martensitic transformation on ferrite deformation in Dual-Phase steels" are provided within four text files for the experimental and modelling techniques used. Please read the ''Read me.txt'' file for better interpretation and re-use of data provided.
DOI: 10.4121/19411379.v1
title: Supporting data for the article "Effect of the anisotropy of martensitic transformation on ferrite deformation in Dual-Phase steels"

description: The raw and supporting data required to reproduce the findings of the research article "Effect of the anisotropy of martensitic transformation on ferrite deformation in Dual-Phase steels" are provided within four text files for the experimental and modelling techniques used. Please read the ''Read me.txt'' file for better interpretation and re-use of data provided.
DOI: 10.4121/19918654.v1
title: Supporting data on the research of: Non-carcinogenic and carcinogenic health risks associated with heavy-metals and polycyclic aromatic hydrocarbons in well-water samples from an automobile junk market in Ibadan, south west Nigeria

description: Raw data on selected heavy metals and polycyclic aromatic hydrocarbons (PAHs) of well-water samples from seven wells within an automobile junk market, Ibadan, SW-Nigeria. A maximum of five samples (1-5) were analysed.
DOI: 10.4121/19918654.v2
title: Supporting data on the research of: Non-carcinogenic and carcinogenic health risks associated with heavy-metals and polycyclic aromatic hydrocarbons in well-water samples from an automobile junk market in Ibadan, south west Nigeria

description: Raw data on selected heavy metals and polycyclic aromatic hydrocarbons (PAHs) of well-water samples from seven wells within an automobile junk market, Ibadan, SW-Nigeria. A maximum of five samples (1-5) were analysed.
DOI: 10.4121/19918654
title: Supporting data on the research of: Non-carcinogenic and carcinogenic health risks associated with heavy-metals and polycyclic aromatic hydrocarbons in well-water samples from an automobile junk market in Ibadan, south west Nigeria

description: Raw data on selected heavy metals and polycyclic aromatic hydrocarbons (PAHs) of well-water samples from seven wells within an automobile junk market, Ibadan, SW-Nigeria. A maximum of five samples (1-5) were analysed.
DOI: 10.4121/19768477.v1
title: Supporting information for the publication: An Evaluation of Microplastics in Gastric Samples from Free-Ranging Common Bottlenose Dolphins (Tursiops truncatus)

description: Microplastic contamination is ubiquitious throughout the marine and terrestrial environments; however, exposure is not well understood in bottlenose dolphins. The objective of this descriptive study was to screen for evidence of microplastic ingestion and evaluate the characteristics of ingested microplastics (e.g., shape, color, quantity). Ultimately, these findings will contribute to a larger effort to understand potential sources of phthalate exposure among Sarasota Bay dolphins. This dataset contains characteristics of observed microplastic particles, including particle type, size, color, and counts in gastric fluid samples from the dolphins. Gastric fluid samples were obtained from free-ranging dolphins during opportunistic, capture-release health assessments. Particles were characterized visually using a dissection microscope (Leica EZ4, magnification 8-35x).
DOI: 10.4121/19768477
title: Supporting information for the publication: An Evaluation of Microplastics in Gastric Samples from Free-Ranging Common Bottlenose Dolphins (Tursiops truncatus)

description: Microplastic contamination is ubiquitious throughout the marine and terrestrial environments; however, exposure is not well understood in bottlenose dolphins. The objective of this descriptive study was to screen for evidence of microplastic ingestion and evaluate the characteristics of ingested microplastics (e.g., shape, color, quantity). Ultimately, these findings will contribute to a larger effort to understand potential sources of phthalate exposure among Sarasota Bay dolphins. This dataset contains characteristics of observed microplastic particles, including particle type, size, color, and counts in gastric fluid samples from the dolphins. Gastric fluid samples were obtained from free-ranging dolphins during opportunistic, capture-release health assessments. Particles were characterized visually using a dissection microscope (Leica EZ4, magnification 8-35x).
DOI: 10.4121/16930693.v1
title: Data underlying the publication: Tidal dissipation from free drift sea ice in the Barents Sea assessed using GNSS beacon observations

description: The aim of the research is to understand the dissipation between free drift sea ice and tides. For this, we had an observation dataset of 6 buoys in the Barents Sea region. A point ice model was developed later to model the observed buoy drift. In the uploaded dataset here, you will find the results of the various runs of the point ice model. The results are in separate folders for each buoy with separate excel/csv sheets. A readme.md file is given as description in each folder.
DOI: 10.4121/16930693
title: Data underlying the publication: Tidal dissipation from free drift sea ice in the Barents Sea assessed using GNSS beacon observations

description: The aim of the research is to understand the dissipation between free drift sea ice and tides. For this, we had an observation dataset of 6 buoys in the Barents Sea region. A point ice model was developed later to model the observed buoy drift. In the uploaded dataset here, you will find the results of the various runs of the point ice model. The results are in separate folders for each buoy with separate excel/csv sheets. A readme.md file is given as description in each folder.
DOI: 10.4121/17040749
title: Data underlying the research on: Emotion perception rules abide by cultural display rules

description: These data include those collected from Korean and American participants playing an iterative Prisoner's Dilemma Game.
DOI: 10.4121/19773601.v1
title: Data from manuscript: Experimental and simulation data of cluster size distribution and average cluster size

description: Datasets belonging to research on the self-assembly of colloidal molecules prepared from positively charged colloidal hematite cubes and negatively charged colloidal spheres. The data sets contain experimental and simulated data on the cluster size distribution and average cluster size of colloidal molecules. Experimental cluster size was determined by counting at least 100 clusters from microscopy images after self-assembly driven by electrostatic interactions. Simulation cluster size was determined by counting 1000 clusters from Monte Carlo simulations.
DOI: 10.4121/19773601
title: Data from manuscript: Experimental and simulation data of cluster size distribution and average cluster size

description: Datasets belonging to research on the self-assembly of colloidal molecules prepared from positively charged colloidal hematite cubes and negatively charged colloidal spheres. The data sets contain experimental and simulated data on the cluster size distribution and average cluster size of colloidal molecules. Experimental cluster size was determined by counting at least 100 clusters from microscopy images after self-assembly driven by electrostatic interactions. Simulation cluster size was determined by counting 1000 clusters from Monte Carlo simulations.
DOI: 10.4121/16566141.v1
title: Data underlying the publication Application of a dual-thermopile radical probe to high-flux expanding hydrogen plasmas

description: Publication information:<br>Title: Application of a dual-thermopile radical probe to high-flux expanding hydrogen plasmas<br>Authors: Shih-Chi Wang, Maarten van Kampen, and Thomas W. Morgan<br>Corresponding author: Shih-Chi Wang<br>Corresponding ORCID: 0000-0002-1892-5285<br>Corresponding email address: s.c.wang@differ.nl<br>Organizations: DIFFER - Dutch Institute for Fundamental Energy Research and ASML<br>Journal: Plasma Sources Science and Technology<br>Keywords: cascaded arc source, heat flux sensor, hydrogen plasma, plasma-material processing, radical probe<br>Resource title: To be determined<br>Resource DOI: To be determined<br><br>Description: This publication concerns experimental work on plasma diagnostics, and the research objective is to measure hydrogen radical flux using a dual-thermopile radical probe. The data collection was carried out by a Keithley 2410 SourceMeter and a GraphTec midi logger GL200A connected to a PC. The collected data is series of numbers and is plotted in the multiple figures of the publication. This replication package contains multiple folders, each of which corresponds to a figure in the publication.<br><br>Creation date: 07-Sep-2021<br><br>Access right: open access<br><br>File formats: text file (.txt), common separated data file (.csv), excel sheet (.xlsx), portable network graphics (.png), and python script (.py).<br><br>Software version: Anaconda3-2019.10<br><br>Hardware version: Intel(R) Core(TM) i7-8650U CPU, RAM 8.0 GB<br><br>
DOI: 10.4121/16566141.v2
title: Data underlying the publication Application of a dual-thermopile radical probe to expanding hydrogen plasmas

description: Publication information:<br> Title: Data underlying the publication Application of a dual-thermopile radical probe to expanding hydrogen plasmas<br> Authors: Shih-Chi Wang, Ruud van der Horst, Maarten van Kampen, and Thomas W. Morgan<br> Corresponding author: Shih-Chi Wang<br> Corresponding ORCID: 0000-0002-1892-5285<br> Corresponding email address: s.c.wang@differ.nl<br> Organizations: DIFFER - Dutch Institute for Fundamental Energy Research and ASML<br> Journal: Plasma Sources Science and Technology<br> Keywords: cascaded arc source, heat flux sensor, hydrogen plasma, plasma-material processing, radical probe<br> Resource title: Application of a dual-thermopile radical probe to expanding hydrogen plasmas<br> Resource DOI: https://doi.org/10.1088/1361-6595/ac71c3<br> <br> Description: This publication concerns experimental work on plasma diagnostics, and the research objective is to measure hydrogen radical flux using a dual-thermopile radical probe. The data collection was carried out by a Keithley 2410 SourceMeter and a GraphTec midi logger GL200A connected to a PC. The collected data is series of numbers and is plotted in the multiple figures of the publication. This replication package contains multiple folders, each of which corresponds to a figure in the publication.<br> <br> Creation date: 07-Sep-2021<br> <br> Access right: open access<br> <br> File formats: text file (.txt), common separated data file (.csv), excel sheet (.xlsx), portable network graphics (.png), and python script (.py).<br> <br> Software version: Anaconda3-2019.10<br> <br> Hardware version: Intel(R) Core(TM) i7-8650U CPU, RAM 8.0 GB<br> <br>
DOI: 10.4121/16566141.v3
title: Data underlying the publication Application of a dual-thermopile radical probe to expanding hydrogen plasmas

description: <br> Publication information: Title: Data underlying the publication Application of a dual-thermopile radical probe to expanding hydrogen plasmas Authors: Shih-Chi Wang, Ruud van der Horst, Maarten van Kampen, and Thomas W. Morgan Corresponding author: Shih-Chi Wang Corresponding ORCID: 0000-0002-1892-5285 Corresponding email address: s.c.wang@differ.nl Organizations: DIFFER - Dutch Institute for Fundamental Energy Research and ASML Journal: Plasma Sources Science and Technology Keywords: cascaded arc source, heat flux sensor, hydrogen plasma, plasma-material processing, radical probe Resource title: Application of a dual-thermopile radical probe to expanding hydrogen plasmas Resource DOI: https://doi.org/10.1088/1361-6595/ac71c3 <br> Description: This publication concerns experimental work on plasma diagnostics, and the research objective is to measure hydrogen radical flux using a dual-thermopile radical probe. The data collection was carried out by a McPherson 234/302 with 3mm thick MgF2 window, a Keithley 2410 SourceMeter, and a GraphTec midi logger GL200A. The collected data is series of numbers and is plotted in the multiple figures of the publication. This replication package contains multiple folders, each of which corresponds to a figure in the publication. <br> Creation date: 31-May-2022 <br> Access right: open access <br> File formats: text file (.txt), excel sheet (.xlsx), and portable network graphics (.png). <br> Software version: Anaconda3-2019.10 <br> Hardware version: Intel(R) Core(TM) i7-8650U CPU, RAM 8.0 GB <br>
DOI: 10.4121/16566141
title: Data underlying the publication Application of a dual-thermopile radical probe to expanding hydrogen plasmas

description: <br> Publication information: Title: Data underlying the publication Application of a dual-thermopile radical probe to expanding hydrogen plasmas Authors: Shih-Chi Wang, Ruud van der Horst, Maarten van Kampen, and Thomas W. Morgan Corresponding author: Shih-Chi Wang Corresponding ORCID: 0000-0002-1892-5285 Corresponding email address: s.c.wang@differ.nl Organizations: DIFFER - Dutch Institute for Fundamental Energy Research and ASML Journal: Plasma Sources Science and Technology Keywords: cascaded arc source, heat flux sensor, hydrogen plasma, plasma-material processing, radical probe Resource title: Application of a dual-thermopile radical probe to expanding hydrogen plasmas Resource DOI: https://doi.org/10.1088/1361-6595/ac71c3 <br> Description: This publication concerns experimental work on plasma diagnostics, and the research objective is to measure hydrogen radical flux using a dual-thermopile radical probe. The data collection was carried out by a McPherson 234/302 with 3mm thick MgF2 window, a Keithley 2410 SourceMeter, and a GraphTec midi logger GL200A. The collected data is series of numbers and is plotted in the multiple figures of the publication. This replication package contains multiple folders, each of which corresponds to a figure in the publication. <br> Creation date: 31-May-2022 <br> Access right: open access <br> File formats: text file (.txt), excel sheet (.xlsx), and portable network graphics (.png). <br> Software version: Anaconda3-2019.10 <br> Hardware version: Intel(R) Core(TM) i7-8650U CPU, RAM 8.0 GB <br>
DOI: 10.4121/14510817.v2
title: STORM climate change tropical cyclone wind speed return periods

description: Datasets containing tropical cyclone maximum wind speed (in m/s) return periods, generated using the STORM climate change datasets (see https://figshare.com/s/397aff8631a7da2843fc) Return periods were empirically calculated using Weibull's plotting formula. The STORM_FIXED_RETURN_PERIOD datasets contain maximum wind speeds for a fixed set of return periods at 10 km resolution in every basin and for every climate model used here (see below). The STORM_FIXED_WIND_SPEED dataset contains return periods for a fixed set of maximum wind speeds at 10 km resolution in every ocean basin. The STORM_CITIES dataset contains return periods at fixed wind speeds and wind speeds at fixed return periods (on two seperate sheets), occurring within 100 km from a selection of 18 coastal cities. The STORM_ISLANDS contains return periods at fixed wind speeds and wind speeds at fixed return periods (on two seperate sheets), occurring within 100 km from the capital city of an island. We included the Small Island Developing States and a set of other islands. <br> UPDATE 13/05/2022: The data directory now also contains .tif files for the fixed wind speeds and fixed return period maps. These .tif files can be used in GIS applications in case the netcdf-files cannot be loaded in. A special thanks to Bastian Manz for writing the code to create the tif files!
DOI: 10.4121/19923707.v1
title: Source data for the publication: Engineered modular microphysiological models of the human airway clearance phenomena

description: This data set contains the source data of the publication: Pedersoli, L., Zhang, S., Briatico-Vangosa, F., Petrini, P., Cardinaels, R., den Toonder, J.M.J. & Peneda Pacheco, D. (2021). Engineered modular microphysiological models of the human airway clearance phenomena. Biotechnol Bioeng. 118, 3898-3913, http://dx.doi.org/10.1002/bit.27866. This work demonstrates ad hoc mucus models of physiological and pathological mucus are combined with magnetic artificial cilia to model mucociliary transport in both physiological and pathological states. The modular concept adopted in this study enables the development of mucociliary clearance models with high versatility since these can be easily modified to reproduce phenomena characteristic of healthy and diseased human airways while allowing to determine the effect of each parameter and/or structure separately on the overall mucociliary transport. The data are experimentally obtained with methods described in the publication.