cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12630380
title: All species data.csv

description: This dataset provides coordinates, dates and the platform where the data originated from for Bryde's whale, Humpback whale, Sperm whale and Southern right whale in the Southern African region for summer and winter seasons.
DOI: 10.5281/zenodo.7102157
title: Supplementary dataset for cell-free supernatant proteome analysis from Bacillus subtilis and Lactobacillus helveticus in response to pH changes

description: Data obtained through Scaffold 5 was used for quantification of the proteins based on spectra count values. These spectral count values were normalized, and analysis of variance (ANOVA) performed to detect differential abundance among the treatments at the 95 % confidence level (p &lt; 0.05).<br>
DOI: 10.5281/zenodo.7102156
title: Supplementary dataset for cell-free supernatant proteome analysis from Bacillus subtilis and Lactobacillus helveticus in response to pH changes

description: Data obtained through Scaffold 5 was used for quantification of the proteins based on spectra count values. These spectral count values were normalized, and analysis of variance (ANOVA) performed to detect differential abundance among the treatments at the 95 % confidence level (p &lt; 0.05).<br>
DOI: 10.6084/m9.figshare.21183493
title: Measuring minimum variance hedging effectiveness: Traditional vs. sophisticated models

description: <strong>Dataset (Measuring minimum variance hedging effectiveness: Traditional vs. sophisticated models)</strong>
DOI: 10.6084/m9.figshare.21183493.v1
title: Measuring minimum variance hedging effectiveness: Traditional vs. sophisticated models

description: <strong>Dataset (Measuring minimum variance hedging effectiveness: Traditional vs. sophisticated models)</strong>
DOI: 10.6084/m9.figshare.16614124
title: Healthier Lives Our Land and Water Collaboration

description: Data and calculations involved in the production of a healthy, low greenhouse gas, and water quality footprint diet for NZ
DOI: 10.6084/m9.figshare.16614124.v1
title: Healthier Lives Our Land and Water Collaboration

description: Data and calculations involved in the production of a healthy, low greenhouse gas, and water quality footprint diet for NZ
DOI: 10.6084/m9.figshare.21183532
title: Stress/Strain data

description: Stress/strain data of the 37 grain boundary misorientation angles studied with a 24,000 atom simulation size.
DOI: 10.6084/m9.figshare.21183532.v1
title: Stress/Strain data

description: Stress/strain data of the 37 grain boundary misorientation angles studied with a 24,000 atom simulation size.
DOI: 10.5281/zenodo.7101941
title: The Data for "Improved Sendai Viral System for Reprogramming to Naive Pluripotency"

description: These data are the original data used in the report "Improved Sendai Viral System for Reprogramming to Naive Pluripotency".
DOI: 10.5281/zenodo.7101940
title: The Data for "Improved Sendai Viral System for Reprogramming to Naive Pluripotency"

description: These data are the original data used in the report "Improved Sendai Viral System for Reprogramming to Naive Pluripotency".
DOI: 10.6084/m9.figshare.21183538.v1
title: Varying Simulation Size, Compressive Stress, and Overlap parameter

description: Spreadsheet giving results for varying simulation size and degree of compressive stress in our simulations. Also included are the results from changing the overlap parameter in LAMMPS, to delete overlapping atoms. <br> All simulations in this spreadsheet were done on a single representative boundary out of the 37.
DOI: 10.6084/m9.figshare.21183538
title: Varying Simulation Size, Compressive Stress, and Overlap parameter

description: Spreadsheet giving results for varying simulation size and degree of compressive stress in our simulations. Also included are the results from changing the overlap parameter in LAMMPS, to delete overlapping atoms. <br> All simulations in this spreadsheet were done on a single representative boundary out of the 37.
DOI: 10.6084/m9.figshare.21183643
title: Random seed analysis

description: Spreadsheet comparing how results change with changing the initial seed in LAMMPS simulations. This seed determines atom initial velocities before relaxation.
DOI: 10.6084/m9.figshare.21183649
title: Working spreadsheet containing misorientation data

description: This was the main "working" spreadsheet through the work, so it is less cleanly organized. In it are all results of simulation runs against misorientation angles, and comparisons of different datasets across misorientation space.
DOI: 10.5281/zenodo.7102312
title: Table S01

description: Multidisciplinary Scientific Cruises for Environmental Characterization in the Santos Basin
DOI: 10.5281/zenodo.7102311
title: Table S01

description: Multidisciplinary Scientific Cruises for Environmental Characterization in the Santos Basin
DOI: 10.5281/zenodo.7007417
title: Sex-related differences in symptom presentation of patients with aneurysmal subarachnoid hemorrhage

description: Retrospective study regarding sex-related differences in symptom presentation of patients with aneurysmal subarachnoid hemorrhage.
description: The manuscript is not yet published.
DOI: 10.5281/zenodo.7102321
title: Table S02

description: Multidisciplinary Scientific Cruises for Environmental Characterization in the Santos Basin
DOI: 10.5281/zenodo.7102320
title: Table S02

description: Multidisciplinary Scientific Cruises for Environmental Characterization in the Santos Basin
DOI: 10.5281/zenodo.7102326
title: Table S03

description: Multidisciplinary Scientific Cruises for Environmental Characterization in the Santos Basin
DOI: 10.5281/zenodo.7102325
title: Table S03

description: Multidisciplinary Scientific Cruises for Environmental Characterization in the Santos Basin
DOI: 10.17632/425fcppvkn.1
title: Knee and sacroiliac joints MRI scans

description: A data set consisting of MRI scans collections used for analysis of possibility to use superpixels to improve medical images annotations reliability. It contains 6 3D images of knee joint of patients with rheumatoid arthritis (before and after contrast administration) and 9 3D images of sacroiliac joints of patients with sacroiliitis in the course of axial spondyloarthritis. All images are in .raw format (big-endian, 16-bit per pixel) and the name of file codes image dimensions: type_patientNo_width_height_slicesNo_bytesPerPixel_.raw
DOI: 10.17632/56nbknmkgk.1
title: Ejection fraction estimation using Polynomial Regression

description: Polynomial regression using proposed feature functions; SDCR and SDCRsimp to estimate Left ventricular ejection fraction from echocardiogram videos. The echocardiogram videos comprise of apical 4-chamber view.
DOI: 10.17632/zvpvp3jdbf.1
title: Dataset Survey and Result of Developmental Digital Literacy and Resilience Scale

description: This survey aims to get an overview of the digital literacy and Digital Resilience profile of students at the university in Indonesia, Malaysia, and Timor-Leste. This scale was developed by the researcher according to the digital literacy concept by S. Carretero, R. Vuorikari, and Y. Punie (2017) and the digital resilience concept by UK Council for Internet Safety (2019).
DOI: 10.6084/m9.figshare.3761562.v2348
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: 10.6084/m9.figshare.21183709
title: Figure1_data.xlsx

description: This data is used for generating Figure 1 in Ruacho et al. (2022).
DOI: 10.6084/m9.figshare.21183709.v1
title: Figure1_data.xlsx

description: This data is used for generating Figure 1 in Ruacho et al. (2022).
DOI: 10.17632/89jt9s77v8.1
title: Long-term follow up of Epidermolysis Bullosa in real practice shows stability of the EBDASI and improvement with some off-label therapies

description: Supplementary 1. EBDASI scores of patients with EBS (A), JEB (B), DDEB (C) and RDEB (D) against age of patient with significant interventions indicated by red arrow. Blue line= EBDASI activity sub scores; Red line = EBDASI damage sub scores.; A1- Recessive EBS #361; A2- EBS-Plec #605; A3 -EBDASI for EBS #34, in green is the Eczema Area and Severity Index score of patient #34; A4-EBS # 49; B1- DDEB #17-VI:14; B2- DDEB #213; B3- DDEB #345-2; C1- JEB AEBRB #11-2; C2- JEB AEBR #11-1; C3 -JEB AEBR#31; C4-JEB AEBR#14; C5- JEB AEBR#488; D1 RDEB-GI #485 ; D2-RDEB-GS #36; D3-RDEB-GS #86 ; D4-RDEB-GS #412; D5-RDEB-GI #398 ; D6- RDEB-GI #595
Abbreviations: AEBR= Australasian Epidermolysis Bullosa Registry ; PBM=photobiomodulation; SPC= Supra-pubic catheter.
DOI: 10.17632/89jt9s77v8.2
title: Long-term follow up of Epidermolysis Bullosa in real practice shows stability of the EBDASI and improvement with some off-label therapies

description: Supplementary 1. EBDASI scores of patients with EBS (Fig 1, JEB (Fig 2), DDEB (Fig 3) and RDEB (Fig 4) against age of patient with significant interventions indicated by red arrow. Blue line= EBDASI activity sub scores; Red line = EBDASI damage sub scores.; A1- Recessive EBS #361; A2- EBS-Plec #605; A3 -EBDASI for EBS #34, in green is the Eczema Area and Severity Index score of patient #34; A4-EBS # 49; B1- DDEB #17-VI:14; B2- DDEB #213; B3- DDEB #345-2; C1- JEB AEBRB #11-2; C2- JEB AEBR #11-1; C3 -JEB AEBR#31; C4-JEB AEBR#14; C5- JEB AEBR#488; D1 RDEB-GI #485 ; D2-RDEB-GS #36; D3-RDEB-GS #86 ; D4-RDEB-GS #412; D5-RDEB-GI #398 ; D6- RDEB-GI #595
Abbreviations: AEBR= Australasian Epidermolysis Bullosa Registry ; PBM=photobiomodulation; SPC= Supra-pubic catheter.
DOI: 10.17632/crmdz9wzjw.1
title: SREP-20-02757

description: This dataset corresponds to paper titled "COVID-19: Risks of Re-emergence, Re-infection, and Control Measures -- A Long Term Modeling Study". In this work we define a modified SEIR model that accounts for the spread of infection during the latent period, infections from asymptomatic or pauci-symptomatic infected individuals, potential loss of acquired immunity, people’s increasing awareness of social distancing and the use of vaccination as well as non-pharmaceutical interventions like social confinement. We estimate model parameters in three different scenarios - in Italy, where there is a growing number of cases and re-emergence of the epidemic, in India, where there are significant number of cases post confinement period and in Victoria, Australia where a re-emergence has been controlled with severe social confinement program. Our result shows the benefit of long term confinement of 50% or above population and extensive testing. With respect to loss of acquired immunity, our model suggests higher impact for Italy. We also show that a reasonably effective vaccine with mass vaccination program can be successful in significantly controlling the size of infected population. We show that for India, a reduction in contact rate by 50% compared to a reduction of 10% in the current stage can reduce death from 0.0268% to 0.0141% of population. Similarly, for Italy we show that reducing contact rate by half can reduce a potential peak infection of 15% population to less than 1.5% of population, and potential deaths from 0.48% to 0.04%. With respect to vaccination, we show that even a 75% efficient vaccine administered to 50% population can reduce the peak number of infected population by nearly 50% in Italy. Similarly, for India, a 0.056% of population would die without vaccination, while 93.75% efficient vaccine given to 30\% population would bring this down to 0.036% of population, and 93.75% efficient vaccine given to 70% population would bring this down to 0.034%.
DOI: 10.17632/crmdz9wzjw.2
title: SREP-20-02757A

description: This dataset corresponds to paper titled "A Mathematical Model for COVID-19 Considering Waning Immunity, Vaccination and Control Measures". In this work we define a modified SEIR model that accounts for the spread of infection during the latent period, infections from asymptomatic or pauci-symptomatic infected individuals, potential loss of acquired immunity, people’s increasing awareness of social distancing and the use of vaccination as well as non-pharmaceutical interventions like social confinement. We estimate model parameters in three different scenarios - in Italy, where there is a growing number of cases and re-emergence of the epidemic, in India, where there are significant number of cases post confinement period and in Victoria, Australia where a re-emergence has been controlled with severe social confinement program. Our result shows the benefit of long term confinement of 50% or above population and extensive testing. With respect to loss of acquired immunity, our model suggests higher impact for Italy. We also show that a reasonably effective vaccine with mass vaccination program  can be successful in significantly controlling the size of infected population. We show that for India, a reduction in contact rate by 50% compared to a reduction of 10% in the current stage can reduce death from 0.0268% to 0.0141% of population. Similarly, for Italy we show that reducing contact rate by half can reduce a potential peak infection of 15% population to less than 1.5% of population, and potential deaths from 0.48% to 0.04%. With respect to vaccination, we show that even a 75% efficient vaccine administered to 50% population can reduce the peak number of infected population by nearly 50% in Italy. Similarly, for India, a 0.056% of population would die without vaccination, while 93.75% efficient vaccine given to 30\% population would bring this down to 0.036% of population, and 93.75% efficient vaccine given to 70% population would bring this down to 0.034%.
DOI: 10.17632/r33tshd53t.1
title: Data set for the crew scheduling and routing problem in road restoration

description: This dataset contains instances that can be used to validate and test the crew scheduling and routing problem (CSRP) in road restoration and some variants. The dataset includes two main types of instances: synthetic (randomly generated) and real-world inspired ones. Synthetic instances were obtained by means of a network generator based on the widely used NETGEN generator. Real-world inspired instances were produced based on data gathered from a series of open data sources and documents.
DOI: 10.17632/3wjvmymf68.1
title: Eastwick Compound Flood Model

description: This HEC-Ras model is developed under a NOAA funded Coastal Ocean Climate Applications and Sectoral Applications Research Programs (COCA/SARP) project titled Compound Fluvial‐Coastal Flood and Climate Adaptation: A Transferable Framework of Engagement, Modeling and Cost‐Benefit Analysis.
DOI: 10.17632/cx4zpmmwbx.1
title: HIF-1α Accumulation in Response to Transient Hypoglycemia May Worsen Diabetic Eye Disease (Guo et al data)

description: Uncut western blot gels for HIF-1α Accumulation in Response to Transient Hypoglycemia May Worsen Diabetic Eye Disease (Guo et al data)
DOI: 10.17632/f8dnvsgn38.1
title: SAMHD1 controls innate immunity by regulating condensation of immunogenic self RNA

description: Here are unprocessed data for our manuscript entitled "SAMHD1 controls innate immunity by regulating condensation of immunogenic self RNA". 
All western blot images and nuclease assays are combined in separate PDF files.
DOI: 10.17632/tsrr4c5288.1
title: SUPPLEMENTARY DATA

description: SUPPLEMENTARY DATA
DOI: 10.17632/bh8nwwdxgw.1
title: Particel Base Compass model for collective electrotaixs

description: Particel Base Compass model used in paper titled Propagation dynamics of electrotactic motility in large epithelial cell sheets
DOI: 10.17632/v6hg73mfj4.1
title: Propagation dynamics of electrotactic motility in large epithelial cell sheets

description: raw data for  Propagation dynamics of electrotactic motility in large epithelial cell sheets
DOI: 10.3886/3tz8-4p61
title: Rwanda Threshold - Strengthening Justice and Promoting Political Rights: Baseline Analysis Report
DOI: 10.3886/137t-hg65
title: Rwanda Threshold - Strengthening Justice and Promoting Political Rights: Baseline Analysis Report
DOI: 10.17632/wb3xfw75zz.1
title: Gordy and Straka [ISCIENCE-D-22-02377R1]

description: This repository houses the original code generated for the analysis of Xenopus laevis tadpole behavior (eye movements) and electrophysiology data (abducens motoneuron extracellular discharge) for the manuscript by Gordy and Straka in iScience [ISCIENCE-D-22-02377R1]. Please consult the Read Me file for information on individual scripts and their usage for associated data files. All relevant data will be shared by the lead contact Dr. Hans Straka (straka@lmu.de) upon request.
DOI: 10.17632/x5t6htsg9p.1
title: Interactions of Framing and Timing in Nudging Online Game Security

description: (1) The experimental conditions were framing and timing.
(2) The outcome of participants' security decision-making was measured in terms of a binary choice on whether to set a game password, password guesses, and the time spent on the security warnings.
DOI: 10.17632/2dtg9jcdsd.1
title: Elections (Karnik et al)

description: Indian elections data
DOI: 10.17632/f8gvhzr8j6.1
title: A dissected dataset for single and double wildlife fences in South Africa

description: The dataset consists of 211 images collected using a standalone camera and a drone, stored in jpeg format with a height and width of 512 and 512 pixels, respectively. The image dataset contains 105 single fences and 106 double fences. The drone camera images included 26 single fences and 26 double fence images. In contrast, the standalone camera has 159 images with 79 single and 80 double fences. We labeled the datasets as either still or aerial datasets. The still dataset contains only images that used a standalone camera; the drone captured aerial images of wildlife fences and scenes from the sky. The images can be used to develop deep learning algorithms that classify whether a wildlife fence is single or double. This study uses wildlife electric fences for both single and double. When machine learning algorithms detect electric fences, dangerous animals, such as lions, are in the game reserve, and road users expect to take extra precautions while using the road. In addition, the double fence ensures high double protection in case of failure of the inner fence to protect wildlife from escaping.
DOI: 10.17632/tr443fxrzy.1
title: Re-Evaluation of PhishI Game and its utilization in Eliciting Security Requirements

description: PhishI Game - Redesigning of Game Cards.
DOI: 10.3886/jzj9-3d96
title: Rwanda Threshold - Strengthening Justice and Promoting Political Rights: Design Report
DOI: 10.3886/7vy2-0853
title: Rwanda Threshold - Strengthening Justice and Promoting Political Rights: Design Report
DOI: 10.3886/8a5e-fx30
title: Sierra Leone Threshold - Electricity Sector Reform: Design Report
DOI: 10.3886/xpp7-1h74
title: Sierra Leone Threshold - Electricity Sector Reform: Design Report
DOI: 10.17632/85g9c7gs5d.1
title: A study of Jian Zhang (Adiponectin ameliorates hypertrophic scar by inhibiting YAP transcription through SIRT1-mediated deacetylation of C/EBPβ and histone H3) Sample et al.

description: The original dataset of western blot.
DOI: 10.17632/njms3jnbp4.1
title: Evolution of self-organised division of labour driven by stigmergy in leaf-cutter ants

description: Agent-based simulation model testing the evolution of task partitioning in leaf-cutter ants
DOI: 10.17632/njms3jnbp4.2
title: Evolution of self-organised division of labour driven by stigmergy in leaf-cutter ants

description: Agent-based simulation model testing the evolution of task partitioning in leaf-cutter ants
DOI: 10.17632/wmdzv5bksf.1
title: Sovereign Credit and Exchange Rate Risks: Evidence from Asia-Pacific Local Currency Bonds

description: These files include data and the Matlab replication codes that report the results in the paper. The data are recorded in Matlab files. There is also a read-me file describing which files replicate which Tables and Figures.
DOI: 10.17632/bf49k2822m.2
title: Rhythm Training and Short-Term Memory

description: This is the data associated with the manuscript "How musical rhythm training improves short-term memory for faces"
DOI: 10.17632/6nrvvkbyfv.2
title: Data for Hydrological Modeling: A case of Pınarbaşı Karst Spring (Seydişehir, Turkey)

description: This dataset includes: 
* The shapefiles of the Susuz karst aquifer (Seydişehir, Turkey). 
* Daily mean discharge of Pınarbaşı karst spring. 
* MODIS daily snow covered-area time series (processed for the catchment). 
* Daily total precipitation data of the surrounding weather stations.
* Daily mean air temperature data of the surrounding weather stations. 

The coordinates of the meteorological stations can be found in the "All_data.xlsx" file. 

All rigths of the "daily total precipitation", and "daily mean air temperature" data are belong to the "Turkish State Meteorological Service".
DOI: 10.17632/fxcdxs7w4b.1
title: Examining the spatial spillover of gambling regulation in the Czech Republic.

description: Abstact: Background and aims: The responsibility of spatial regulation of gambling in the Czech Republic is placed on municipalities, the smallest self-governing units in the country. The Czech Republic has one of the smallest average size of municipality in the EU. This creates a possibility that the effectiveness of regulation of gambling may be reduced by spatial spillover to the neighbouring municipality. Thus, the aim of the paper is to evaluate the effectiveness of gambling regulation in the Czech Republic under the conditions of fragmented regulation and mobility of gamblers.
Design: Tax revenues on technical games of all municipalities in the Czech Republic.
Measurements: Pooled OLS regression was used to identify the spatial spillover effect, and, more specifically, to answer the question of whether the proliferation of technical games in populated areas affects the proliferation in surrounding municipalities. 
Findings: The decline of tax revenue on technical games (that is directly connected with gambling activity) in a district capital by one percentage point is associated with the rise of the same revenue in surrounding municipalities that are reachable by car in 10 minutes by 0.45 of a percentage point. Spatial spillover in more distant municipalities is close to zero. The results remain stable when control variables are employed.
Conclusions: Local restrictions in district capitals shift the problem to the surrounding municipalities. The regulation in very small regulatory units produces considerable spatial spillover.
DOI: 10.17632/p6k5dh6jzk.1
title: Effects of exclusive use of stored sperm on offspring production in the sailfin molly Poecilia latipinna

description: This research investigated how the first brood of Poecilia latipinna varied in size, fry characteristics, and interbrood interval when females were only able to rely on stored sperm (compared to females that were remated). Females were isolated after giving birth and then either given access to a potential mate or remain in isolation. Brood sizes, fry sizes at days 1 and 7, and inter-brood intervals were all measured
DOI: 10.17632/p6k5dh6jzk.2
title: Effects of exclusive use of stored sperm on offspring production in the sailfin molly Poecilia latipinna

description: This research investigated how the first brood of Poecilia latipinna varied in size, fry characteristics, and interbrood interval when females were only able to rely on stored sperm (compared to females that were remated). Females were isolated after giving birth and then either given access to a potential mate or remain in isolation. Brood sizes, fry sizes at days 1 and 7, and inter-brood intervals were all measured
DOI: 10.3886/3zc5-p873
title: El Salvador Compact - Formal Technical Education: Design Report
DOI: 10.3886/9eyy-1q84
title: El Salvador Compact - Formal Technical Education: Design Report