cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kvwdj99pns.2
title: Hydrological data via field observations of the Beibu gulf during the Typhoon Sinlaku 

description: A hydrological dataset which contains water level, wave height and wave period at the Beibu gulf in China through a field observation during the Typhoon Sinlaku in 2020. Additionally, the information of the Typhoon Sinlaku and Rammasun were also recorded in this dataset. Meanwhile the dataset also contains calculated data, such as the damping coefficient of the wave height, Reynolds Number (Re), drag coefficient and the vegetation information.
DOI: 10.17632/kvwdj99pns.3
title: Hydrological data via field observations of the Beibu gulf during the Typhoon Sinlaku 

description: A hydrological dataset which contains water level, wave height and wave period at the Beibu gulf in China through a field observation during the Typhoon Sinlaku in 2020. Additionally, the information of the Typhoon Sinlaku and Rammasun were also recorded in this dataset.
DOI: 10.17632/8yp4xb6d3s.1
title: Neuronal cultures on PDMS topographical patterns: experiments and simulations

description: This dataset contains experimental recordings on neuronal cultures grown on PDMS topographical cultures as well as the corresponding numerical simulations. Data is in the form of raster plots and includes a representative full analysis for the extraction of important properties such as activity and effective connectivity.  See READ_FIRST.txt on the Experimental or Numerical folders for details on data format.
DOI: 10.17632/jhdv4drxbx.1
title: Development and performance of a HemeLB GPU code for human-scale blood flow simulation

description: In recent years, it has become increasingly common for high performance computers (HPC) to possess some level of heterogeneous architecture - typically in the form of GPU accelerators. In some machines these are isolated within a dedicated partition, whilst in others they are integral to all compute nodes - often with multiple GPUs per node - and provide the majority of a machine's compute performance. In light of this trend, it is becoming essential that codes deployed on HPC are updated to execute on accelerator hardware. In this paper we introduce a GPU implementation of the 3D blood flow simulation code HemeLB that has been developed using CUDA C++. We demonstrate how taking advantage of NVIDIA GPU hardware can achieve significant performance improvements compared to the equivalent CPU only code on which it has been built whilst retaining the excellent strong scaling characteristics that have been repeatedly demonstrated by the CPU version. With HPC positioned on the brink of the exascale era, we use HemeLB as a motivation to provide a discussion on some of the challenges that many users will face when deploying their own applications on upcoming exascale machines.
DOI: 10.23669/clyqhg
title: Data for: Who believes in COVID-19 conspiracy theories in Croatia? Prevalence and predictors of conspiracy beliefs

description: The aim of this study was to simultaneously investigate a range of individual predictors of beliefs in COVID-19 conspiracy theories that account for socio-demographic characteristics (age, gender, education, economic standard, the importance of religion and political self-identification), distinctive motivational orientations (social dominance and authoritarianism), relevant social attitudes (sense of political powerlessness and trust in science and scientists) and perceived personal risk (perceived risk for self and family members, concern of being infected and expected influence of pandemic on one’s own economic standard). Data collection was done as a part of a longitudinal study in progress using the online panel of respondents who were compensated for their time. The sample was a national probabilistic quota sample that was two-way stratified: by region and by settlement size. The structure of the total sample corresponded to the structure of the targeted population according to the valid census, including the distribution of age, gender and, with corrections, education. Participants were 1060 adults recruited from the general population of Croatia.
DOI: 10.23669/clyqhg/npluev
title: cda1009_dat_covid-19-conspiracies_en.tab

description: :unav
DOI: 10.23669/clyqhg/obf7wd
title: cda1009_dat_covid-19-conspiracies_en.tab

description: :unav
DOI: 10.17632/jwfyn6snyc.1
title: Data on the diversity of lactic acid bacteria isolated from traditional sourdough and their leavening Ability.

description: In this dataset, we isolate lactic acid bacteria  from traditionally sourdough microbiota and determine their functional properties, including acidification, growth rate, EPS biosynthesis, and Gaz production (CO2), as well as investigate interactions between yeast and lactic acid bacteria.
This data would be  important for industries with special needs for microorganisms at various capacities and can satisfy consumers’ demands by reducing the use of food additives.
DOI: 10.17632/scrxnk26gs.1
title: Diabetes Mellitus, Metabolic Syndrome and Obesity in Patients with long COVID-19

description: This study was conducted by the researchers of the University of Medicine and Pharmacy "Victor Babes" Timisoara.
DOI: 10.17632/8hv5d3sm2h.1
title: Analysis of adverse selection in the consumer debt market in Chile and counterfactual policy outcomes

description: These codes help to replicate the empirical analysis of the article “Adverse selection, loan access and default behavior in the Chilean consumer debt market”, Financial Innovation, 2022, forthcoming.

Why do households use different loan types? Which factors cause borrowers to default? Using a comprehensive survey dataset from Chile, I estimate a partial information model of consumer debt access, lender choice, loan amounts and default. The model consists of a first stage multinomial logit that explains the choice across 5 loan types, plus the options of no access to debt due to credit constraints and a no wish for consumer debt. At a second and third stages the model assumes a log-linear regression of the debt amount and a logit regression of the default behavior, accounting for the loan type selection probability. Identification is obtained by using factors measured at a different time periods for the default and the loan type choices.
DOI: 10.17632/d73n5rk5y5.1
title: Data for Comparative ecology of two closely associated scrub-dominating oaks in South Florida: Quercus myrtifolia and Q. geminata (Fagaceae)

description: Field datasets for field studies of Quercus myrtifolia and Q. geminata in SE Florida
DOI: 10.17632/d73n5rk5y5.2
title: Data for Comparative ecology of two closely associated scrub-dominating oaks in South Florida: Quercus myrtifolia and Q. geminata (Fagaceae)

description: Field datasets for field studies of Quercus myrtifolia and Q. geminata in SE Florida
DOI: 10.17632/frhjtk3jf9.2
title: Original membranes Kataura-Sedlackova et al Dev Cell

description: Immunoblotting and RT-PCR original scan.
DOI: 10.17632/hjbw899ywp.1
title: Retreat, advance accretionary processes and final closure of the Northern Tianshan Ocean in the southern Altaids

description: Manuscript-supplementary Text
Text S1. Analytical methods
Table S1. LA-ICP-MS zircon U–Pb isotopic dating results for the samples from the Yamansu-Central Tianshan arc.
Table S2. Zircon Lu–Hf isotopic data for the samples from the Yamansu-Central Tianshan arc
Table S3. The concentration of major (wt.%), trace elements (ppm) and parameters for the samples from the Yamansu-Central Tianshan arc.
Table S4. Compilation of isotopic data of magmatic rocks in the Yamansu-Central Tianshan arc.
DOI: 10.17632/wm3nwkrd4m.1
title: Microprobe data (mineral chemistry) - Samples SP308b, SP319, SP329, SP332 (Massa Unit, Apuan Alps, Italy)

description: Excel spreadsheets containing the mineral analyses carried out through electron microprobe on samples of metapelites.

Sample labels:
-SP308b
-SP319
-SP329
-SP332

Details of the analytical conditions and samples are available in the associated manuscript (submitted to the Journal of Metamorphic Geology)
DOI: 10.17632/5hdh6b4ngv.1
title: Environment noise

description: Tables, graphs and statistics from the article "Evaluation and modeling of environmental noise in the urban area of the district of Huaraz, Ancash – 2022"
DOI: 10.17632/pp29zcctvh.1
title: Vanilla Dispersal Data

description: Vanilla Dispersal Data "Karremans-et al-First evidence for multimodal animal seed dispersal in orchids. Current Biology"
DOI: 10.17632/sr9pwhgv2s.1
title: Data for: Interactive neurotoxicity of environmentally relevant concentrations of polystyrene nanoplastics and butyl methoxydibenzoyl methane in early zebrafish embryos

description: The first to fifth files present data on particle size analysis of PS-NPs, growth and developmental index responses, behavioral responses, neurodevelopmental/apoptotic gene expression, and neurotransmitter content/regulatory enzyme activity, respectively.
DOI: 10.17632/8tygkfnrr5.1
title: First report of composite pseudotachylyte-ultracataclasite veins at the Main Central Thrust (central Nepal): formation conditions, fabrics, and fabric forming process

description: Research on the internal fabric of the pseudotachylyte has been less.  No reports of the pseudotachylyte and ultracataclasite composite veins from the thrust sheet, Nepal Himalaya. The presence of pseudotachylyte-ultracataclasite vein at the vicinity of the MCT reveals repeated processes of fragmentation, fluidization, injection, flow, and solidification. Pseudotachylyte-ultracataclasite formed at high pressure low temperature probably during the Late Miocene to Early Pliocene, younger than 7.5 Ma
DOI: 10.17632/8tygkfnrr5.2
title: Interplay of fragmentation, flow, mingling, and mixing in composite pseudotachylyte-ultracataclasite veins – an example from the Main Central Thrust (central Nepal)

description: The study on the internal fabric of the pseudotachylyte has been less. No reports of the pseudotachylyte-ultracataclasite composite veins from the thrust sheet, Nepal Himalaya. The presence of a pseudotachylyte-ultracataclasite vein in the vicinity of the MCT reveals repeated processes of fragmentation, fluidization, injection, flow, and solidification. Pseudotachylyte-ultracataclasite formed at high-pressure low temperatures probably during the Late Miocene to Early Pliocene, younger than 7.5 Ma.
DOI: 10.17632/yxg66nys6y.1
title: NFT Coins returns

description: daily returns of NFT coins from 18-01-2018 to 01-12-2021,collected from www.coinmarketcap.com
DOI: 10.17632/fjwcpndk3d.1
title: Analysis and modeling of SDS and DPC micelle SAXS data for membrane protein solution structure characterization

description: SAXS_DPC_absolute_intensities.zip and SAXS_SDS_absolute_intensities.zip folders contain absolute SAXS intensities in cm-1 of DPC and SDS micelles at different concentrations.
Analysed SAXS data are .csv files: "Data IQ over C" represents the absolute intensities normalized to surfactant concentrations for DPC and SDS; "Data I0-Na-RG" represents forward intensity, micelle aggregation number and radius of gyration for each DPC ans SDS concentration, obtained from Guinier analysis of SAXS curves IQ over C; "Data PDDF" corresponds to the pair-distance distribution function of DPC at 5 g.L-1 and SDS at 6.25 g.L-1; "Data Sasview" corresponds to the analytical modeling of the absolute intensities of DPC at 5 g.L-1 and SDS at 6.25 g.L-1.
All figures (.png) are those appearing in the Data In Brief article.
DOI: 10.17632/snx9zkrvts.1
title: Dataset - Large thrusting and late faulting shape the Aiguilles Rouges crystalline massif (Western Alps), structural implications

description:  The dataset includes outcrop locations, structural measurements of geological features, and samples used in the study: Large thrusting and late faulting shape the Aiguilles Rouges crystalline massif (Western Alps), structural implications. Data are from the Aiguilles Rouges and Mont-Blanc massifs, two of the External Crystalline Massifs of the Western Alps. The data are given in comma-separated values (CSV). The locations were georeferenced by using hand-GPS devices. Measurements of planar and linear geological features were measured using high-precision professional compasses (Freiberger and Topochaix). The dataset is fully interoperable, with operating standards and lexicons from the international consortium (OGC) and the Darwin Core. This dataset has been used partly for building two 3D geological models based on potential field interpolation (GeoModeller). The data may be helpful for any other structural geologist or engineer who works on the geology of the External Alps and more precisely on the Aiguilles Rouges and Mont-Blanc massif.
The dataset includes a 3D photogrammetric model of the highest peak of the Aiguillles Rouges, used for describing the geological features atop the massif. Because the peak is in a high-mountain area, access is quite challenging. Therefore, we acquired high-resolution drone images, to build a 3D photogrammetric digital elevation model (DEM) with Agistoft Metashape 1.7.3 software. The DEM is based on 260 shots with a spatial resolution of about 6 cm.
DOI: 10.5281/zenodo.7331120
title: Research Beyond the Lab, Spring Term 2022, Global Health Engineering, ETH Zurich. Raw data and analysis-ready derived data on waste management in public spaces in Zurich, Switzerland.

description: This repository contains all raw and derived data produced as part of the ETH Zurich course "Research Beyond the Lab: Open Science and Research Methods for a Global Engineer" (151-8102-00L) offered in spring term 2022. Students were assigned teams of four to conduct a collaborative research project broadly addressing the theme of “Trash in the Public Spaces of Zurich” in collaboration with Entsorgung & Recycling Zürich (ERZ), the waste management department at Stadt Zürich. Research methods and design are taught in the first half of the course. Surveys and a waste characterisation study are then designed based on the research questions students have developed in their respective teams. The collected raw data is used in the course to teach principles of research data management, tidy data structures, reproducible research with R & RStudio, and collaboration and version control with Git & GitHub.
description: If you use this data, please cite it as below.
DOI: 10.5281/zenodo.7331119
title: Research Beyond the Lab, Spring Term 2022, Global Health Engineering, ETH Zurich. Raw data and analysis-ready derived data on waste management in public spaces in Zurich, Switzerland.

description: This repository contains all raw and derived data produced as part of the ETH Zurich course "Research Beyond the Lab: Open Science and Research Methods for a Global Engineer" (151-8102-00L) offered in spring term 2022. Students were assigned teams of four to conduct a collaborative research project broadly addressing the theme of “Trash in the Public Spaces of Zurich” in collaboration with Entsorgung & Recycling Zürich (ERZ), the waste management department at Stadt Zürich. Research methods and design are taught in the first half of the course. Surveys and a waste characterisation study are then designed based on the research questions students have developed in their respective teams. The collected raw data is used in the course to teach principles of research data management, tidy data structures, reproducible research with R & RStudio, and collaboration and version control with Git & GitHub.
description: If you use this data, please cite it as below.
DOI: 10.17632/stkfz3vdxz.1
title: Supplementary Material

description: The additional details describing the analyses of statistical data
DOI: 10.17632/h4m3nvzv6d.1
title: Settlement Dataset of Undersea Immersed Tunnel

description: The dataset of differential settlement and long-term accumulated settlement was collected from the Hong Kong-Zhuhai-Macao Bridge immersed tunnel for four years.
DOI: 10.17632/h4m3nvzv6d.2
title: Settlement Dataset of Undersea Immersed Tunnel

description: The dataset of differential settlement and long-term accumulated settlement was collected from the Hong Kong-Zhuhai-Macao Bridge immersed tunnel for four years.
DOI: 10.17632/wxc4n6t47y.1
title: Thermal Comfort Analysis of TAGFRG Roof for Various Hydronic Flow Path Configuration

description: 
A novel combination of the Thermally Activated Cooling System (TABS) and Glass Fiber Reinforced Gypsum (GFRG) was investigated for various water flow path configurations. The proposed combination is called a Thermally Activated Glass Fiber Reinforced Gypsum (TAGFRG) system. In a warm and humid climate, the 3.5 m x 3.5 m x 3.5 m experiment room is built with a TAGFRG roof. The parameters required for thermal comfort index calculation, i.e., surface and air temperature, indoor humidity, and air velocity, are continuously monitored and recorded at an interval of 1 minute using a data acquisition system. The configuration of the various water flow paths is clearly described in the article. The data repository contains the hourly averaged measured data as well as the thermal comfort indices that were calculated.
DOI: 10.5066/p9yt80j4
title: Baseline High Resolution Land Cover Map for the Mainstem Klamath River Corridor Downstream of Iron Gate Dam, Klamath River, CA, 2018

description: This data release includes a file geodatabase with land cover maps for a 313-kilometer segment along the mainstem Klamath River corridor downstream from Iron Gate Dam, CA. The maps were derived from high-resolution (15cm) imagery and topobathymetric elevation data, collected by NV5 Geospatial (formerly QSI, Inc) and published on Open Topography (https://doi.org/10.5069/G9DN436N). Acquisition dates spanned 06/01/2018 to 06/14/2018. The area of interest was discretized into three zones and land cover maps were generated using geoprocessing tools, implemented in ArcMap 10.8.1, and image classification tools, implemented in Ecognition 10.2. The maps include six land cover classes: 1) trees, 2) shrubs, 3) grass, 4) bare ground, 5) rock outcrop and 6) water. Water was defined by a lidar hydrobreak raster product. Trees, shrubs and grass were classified using a lidar-derived canopy height model and threshold values in vegetation indices. The bare ground and rock outcrop classes were further classified using a random forest classifier. A total of 639 independent reference points were used in an accuracy assessment. The overall accuracy of the Level II classification (all 6 classes) is 87%. The overall accuracy of the Level I classification [ 6) water, 7) vegetation (trees, shrubs, grass) and 8) unvegetated (bare ground, rock outcrop) ] is 95%. See attached Klamath_AccuracyAssessment.csv for more details. The file geodatabase includes land cover maps for three zones. Zone A covers Iron Gate Dam to Fort Goff. Zone B covers Fort Goff to Somes Bar. Zone C covers Somes Bar to the estuary. The USGS Integrated Water Availability Assessments (IWAAs) Program and the USGS National Land Imaging Program funded generation of these high-resolution digital products.
DOI: 10.5066/p9q2fzk2
title: Sediment mobility and river corridor assessment for a 140-km segment of the mainstem Klamath River below Iron Gate Dam, CA - vegetation mapping

description: This report documents river response to hydrologic disturbance along a 140-km segment of the mainstem Klamath River below Iron Gate Dam, CA by assessing fundamental indicators of active sediment transport and dynamic changes in riparian vegetation. A combination of field and remote sensing methods were used to document river response to natural rainfall-runoff events (e.g., 2006 and 2017) and managed flow releases (e.g., 2016 to 2019). Field data provide direct evidence of near-bed sediment transport, episodic scour and fill, and surface flushing of alluvial margins. Remote-sensing data provide spatially-continuous summaries of alluvial features and dynamic vegetation changes. These physical datasets validate channel maintenance flows proposed by Shea and others (2016). Sediment mobility thresholds defined at two USGS gaging stations were 5,210 ft3/s at Iron Gate Dam and 8,810 ft3/s at Seiad Valley. Peak flows during water years 2006 and 2017 resulted in 1 to 2 feet of aggradation of the channel bed that was followed by scour during the intervening dry years. Episodic scour and fill resulted in no long-term trend in the mean bed elevations. Surface fines along alluvial margins were flushed by high flows in 2017 with a recurrence interval 5 years. From 2005 to 2009, riparian vegetation was scoured by high flows in 2006 with recurrence intervals of 5 to 10 years, which was followed by vegetation encroachment from 2009 to 2016. Dynamic channel changes caused by high flows with recurrence intervals of 5-years or more initiated dynamic channel changes. The study results will be useful for interpreting linkages among physical and biological processes and evaluating the effectiveness of flow management decisions that impact endangered salmonid populations.
DOI: 10.17632/4pc5bp4c48.1
title: Tomomatsu and Watanabe et al gel image

description: This dataset contains original blot images of western blot, northern blot and primer extension and indicates how the images are altered to prepare final figures of the manuscript 'Two modes of Cue2-mediated mRNA cleavage with distinct substrate recognition initiate No-go decay (Tomomatsu and Watanabe et al. )'.
DOI: 10.17632/fx434zhdmr.1
title: Synergetic effects of the hydrogeochemical and sedimentological factors on arsenic mobility in a sand-gravel deep confined aquifer

description: Both groundwater and sediment were sampled to investigate mechanisms of groundwater arsenic (As) mobility in sand-gravel confined aquifers from the Songnen Basin, China. In the study area, geogenic high-As groundwater occurred in both shallow Late-Pleistocene sandy unconfined aquifers and deep Early-Pleistocene sand-gravel confined aquifers. In relative to shallow groundwater, higher dissolved As and Mn concentrations, proportion of HCO3- to equivalent anion concentrations, and BDOC/DOC in deep groundwater were observed, being accompanied by relatively constant dissolved Fe(II) and DOC concentrations along the depth profile. The deep confined aquifer also had considerably higher As concentrations of sediment porewater than those in the shallow one. Furthermore, sand-gravel sediments in deep aquifers had remarkably higher contents of extracted Fe(III) oxides and the bound As, HCl-extractable Fe(II) minerals, and adsorbed As, but considerably lower contents of Mn oxides and Mn(II) minerals than the shallow sandy sediments. Together the study shows that high dissolved groundwater and porewater As concentrations in the deep confined aquifer were caused by arsenic-bearing Fe(III) oxide reduction, being facilitated by high contents of Fe(III) oxide-bound arsenic and negligible Mn oxides in sediments.