cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/p5gb-xh73
title: Hydrophobicity Classes Photos

description: This paper discusses the classification of composite insulators in hydrophobicity classes, according to the spray method of IEC Standard 62073, using convolutional neural networks. By applying the spray method, about 4500 photos were collected and are available online, from all hydrophobicity classes using distilled water-ethyl alcohol as spraying sollution. Convolutional neural networks based on Keras and Tensorflow libraries of Python programming language were trained, validated and tested in order to determine the hydrophobicity class of composite insulators. Various configuration setups of convolutional neural networks are applied and compared for their appropriateness in accurately classifying the composite insulators. The proposed methodology is a useful tool for the classification of composite insulators in hydrophobicity classes restricting the subjectivity of human judgment. The experiments showed that this method gives almost 98% accuracy in this classification task.
DOI: 10.21227/e0pv-pd83
title: Hydrophobicity Classes Photos
DOI: 10.17632/fs6jkvgxwj.2
title: Data for: First-principles study of CO and OH adsorption on In-doped ZnO surfaces

description: Data for surface models; band structures character
DOI: 10.5281/zenodo.3229900
title: Supplementary data for "Molecular-scale thermally activated fractures in methane hydrates: A molecular dynamics study"

description: In this dataset you can find

- a data sample that can be used to confirm the plots in the paper. This can be found in the folder "data_sample". Each folder inside "data_sample" is one simulation. It contains the thermodynamic output from the simulation (log.lammps), and the input script (mw_hydrate_pennycrack.in) and input data (s1_unit_cell_mw.data and water_methane_hydrate.sw) that enables rerunning the simulation using LAMMPS.

- A custom LAMMPS region, region_ellipsoid. This has to be compiled into LAMMPS in order to create the systems that we simulate.

- A python script, plot_data.py, that shows how to extract the relevant data from the lammps log files, which enables the partial reproduction of figure 3 in the paper. See instructions below for requirements to use this script.

 

"region_ellipsoid" and "data_sample" are in zip containers. In order to use them, please unzip them and leave the resulting folders in the same directory as this README file.

 

Installation instructions to make "plot_data.py" work (assuming you already have numpy and matplotlib):

&gt; pip3 install git+https://github.com/henriasv/regex-file-collector.git

&gt; pip3 install git+https://github.com/henriasv/lammps-logfile.git

 

If this does not work, please contact Henrik Andersen Sveinsson, henriasv@fys.uio.no
description: {"references": ["Henrik Andersen Sveinsson and Anders Malthe-s\u00f8renssen. Molecular- scale thermally activated fractures in methane hydrates : a molecular dynamics study. Physical Chemistry Chemical Physics (2019"]}
DOI: 10.6084/m9.figshare.8188310
title: Supplementary Material for: Limitations of Fat-Free Mass for the Assessment of Muscle Mass in Obesity

description: <b><i>Background:</i></b> A high amount of adipose tissue limits the accuracy of methods for body composition analysis in obesity. <b><i>Objectives:</i></b> The aim was to quantify and explain differences in fat-free mass (FFM) (as an index of skeletal muscle mass, SMM) measured with bioelectrical impedance analysis (BIA), dual energy X-ray absorptiometry (DXA), air displacement plethysmography (ADP), and deuterium dilution in comparison to multicompartment models, and to improve the results of BIA for obese subjects. <b><i>Methods:</i></b> In 175 healthy subjects (87 men and 88 women, BMI 20–43.3 kg/m<sup>2</sup>, 18–65 years), FFM measured by these methods was compared with results from a 3- (3C) and a 4-compartment (4C) model. FFM<sub>4C</sub> was compared with SMM measured by magnetic resonance imaging. <b><i>Results:</i></b> BIA and DXA overestimated and ADP underestimated FFM in comparison to 3C and 4C models with increasing BMI (all <i>p</i> &lt; 0.001). ­Differences were largest for DXA. In obesity, BIA results were improved: value<sub>corrected</sub> = ­value<sub>uncorrected</sub> – <i>a</i>(BMI – 30 kg/m<sup>2</sup>), <i>a</i> = 0.256 for FFM and <i>a</i> = 0.298 for SMM. SMM accounts for 45% of FFM in women and 49% in men. <b><i>Conclusions:</i></b> In obesity, the use of FFM is limited by a systematic error of reference methods. In addition, SMM accounts for about 50% of FFM only. Corrected measurement of SMM by BIA can overcome these drawbacks.
DOI: 10.7910/dvn/wx6zpc/2fxqk0
title: Main Replication Code.do

description: :unav
DOI: 10.7910/dvn/wx6zpc/bzw4cb
title: hou88kh.tab

description: :unav
DOI: 10.7910/dvn/wx6zpc/rn73wx
title: hou93kh.tab

description: :unav
DOI: 10.7910/dvn/wx6zpc/tlfggd
title: PresidentialReplication.tab

description: :unav
DOI: 10.7910/dvn/ffhrm1/kkwzlf
title: README_Citizen_Attitudes_on_Politicians_Pay.pdf

description: README
DOI: 10.7910/dvn/ffhrm1/n52kbf
title: Analysis_Citizen_Attitudes_on_politicians_pay.do

description: Stata do file with all analyses
DOI: 10.7910/dvn/ffhrm1/qo7lc5
title: Rawdata_Citizen_Attitudes_on_Politicians_Pay.tab

description: Rawdata
DOI: 10.7910/dvn/wx6zpc/3061u3
title: 1970pop.tab

description: :unav
DOI: 10.7910/dvn/wx6zpc/6asbgp
title: HOU91kh.tab

description: :unav
DOI: 10.7910/dvn/wx6zpc/ejl9xl
title: Read Me.pdf

description: :unav
DOI: 10.7910/dvn/wx6zpc/fpjn6s
title: Figure Replication Code.R

description: :unav
DOI: 10.7910/dvn/wx6zpc/gqrc4h
title: fsrollout.tab

description: :unav
DOI: 10.7910/dvn/wx6zpc/vyecj3
title: Table 2 Replication.do

description: :unav
DOI: 10.14455/nrct.img.2019.557
title: เครื่องอัดกระทงใบตอง
DOI: 10.14455/nrct.img.2019.558
title: การพัฒนาเทคนิคจำแนกความแก่ของทุเรียนพันธุ์หมอนทองแบบไม่ทำลายผลด้วยการประยุกต์ใช้เทคนิคสเปคโตรสโคปีและการวิเคราะห์ภาพถ่าย
DOI: 10.14455/nrct.img.2019.563
title: การพัฒนาระบบการจัดทำบัญชีและการคำนวณต้นทุนผลิตภัณฑ์และบริการของวิสาหกิจชุมชนข้าวสังข์หยด : กรณีศึกษาบ้านเขากลาง อำเภอควนขนุน จังหวัดพัทลุง
DOI: 10.14455/nrct.img.2019.572
title: การพัฒนาผลิตภัณฑ์และกลยุทธ์ทางการตลาดวิสาหกิจชุมชนบ้านเขาแหลม จังหวัดนครสวรรค์
DOI: 10.14455/nrct.img.2019.573
title: ผลสัมฤทธิ์ทางการเรียนของนักศึกษาวิชาประชาคมอาเซียนโดยการเรียนรู้จาการผลิตสื่อ Infographic
DOI: 10.14455/nrct.img.2019.574
title: ฐานข้อมูลสารสนเทศดิจิทัล วัฒนธรรมและภูมิปัญญาท้องถิ่น จังหวัดศรีสะเกษ
DOI: 10.5281/zenodo.3229949
title: Trophic niche partitioning of seven skate species (Rajidae), in the Northern and Central Patagonia, Argentina-Raw data

description: Skate´s content stomach information and statistics information
DOI: 10.5281/zenodo.3229950
title: Trophic niche partitioning of seven skate species (Rajidae), in the Northern and Central Patagonia, Argentina-Raw data

description: Skate´s content stomach information and statistics information
DOI: 10.7910/dvn/guats6/a9qfnu
title: conjoint.csv

description: data
DOI: 10.7910/dvn/guats6/varbrz
title: replication.R

description: replication code
DOI: 10.14455/nrct.img.2019.587
title: การพัฒนาข้าวตูเสริมข้าวไรซ์เบอรี่
DOI: 10.14455/nrct.img.2019.588
title: คุณภาพน้ำในบ่อเลี้ยงปลาดุกที่มีการเจริญเติบโตอย่างหนาแน่นของแพลงก์ตอนพืช
DOI: 10.5281/zenodo.3063979
title: TAU Urban Acoustic Scenes 2019 Mobile, Evaluation dataset

description: TAU Urban Acoustic Scenes 2019 Mobile, Evaluation dataset consists of 10-seconds audio segments from 10 acoustic scenes: Airport - <em>airport</em> Indoor shopping mall - <em>shopping_mall</em> Metro station - <em>metro_station</em> Pedestrian street - <em>street_pedestrian</em> Public square - <em>public_square</em> Street with medium level of traffic - <em>street_traffic</em> Travelling by a tram - <em>tram</em> Travelling by a bus - <em>bus</em> Travelling by an underground metro - <em>metro</em> Urban park - <em>park</em> The dataset contains in total 30 hours of audio.
DOI: 10.5281/zenodo.3063980
title: TAU Urban Acoustic Scenes 2019 Mobile, Evaluation dataset

description: TAU Urban Acoustic Scenes 2019 Mobile, Evaluation dataset consists of 10-seconds audio segments from 10 acoustic scenes: Airport - <em>airport</em> Indoor shopping mall - <em>shopping_mall</em> Metro station - <em>metro_station</em> Pedestrian street - <em>street_pedestrian</em> Public square - <em>public_square</em> Street with medium level of traffic - <em>street_traffic</em> Travelling by a tram - <em>tram</em> Travelling by a bus - <em>bus</em> Travelling by an underground metro - <em>metro</em> Urban park - <em>park</em> The dataset contains in total 30 hours of audio.
DOI: 10.5281/zenodo.3229176
title: pH sensor ageing experiment (SoDAN-dataset1)

description: The data in this repository has been used to produce all results reported in [1]. It includes raw pH sensor potential measurements (in mV) recorded during exposure to nitrified urine and during sensor characterization tests.

Modifications since v1.0.0:

- Grouped data into zip files

References:<br>
[1] https://engrxiv.org/mv6tz/
description: See README.md for instructions

This research was made possible by the Swiss National Foundation (Project: 157097). Mr. Ohmura's contributions are financially supported by Toshiba, Tokyo, Japan. Dr. Carbajal's contributions are financially supported by Eawag Discretionary Funds (grant no.: 5221.00492.011.05, project: DF2017/EMUmore).
description: {"references": ["Ohmura et al. (2018). Characterizing Long-term Wear and Tear of Ion-Selective pH Sensors. https://engrxiv.org/mv6tz/"]}
DOI: 10.6084/m9.figshare.8188316
title: Supplementary Material for: Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation Analysis

description: <b><i>Objective:</i></b> No existing studies have examined the mediating role of chronic inflammation between obesity and dysregulated glucose homeostasis in adolescent samples. This study evaluated whether C-reactive protein (CRP), an inflammation biomarker, mediated the effects of growth (annual increase) in body mass index (BMI) on glycated hemoglobin (HbA<sub>1c</sub>). <b><i>Methods:</i></b> BMI and biomarker data were used from wave I to wave IV of the National Longitudinal Study of Adolescent to Adult Health (Add Health study; 4,545 adolescents; mean age = 14.9 years; 55.7% female) with valid CRP data. A causal moderated mediation analysis evaluated the direct and indirect effects of BMI slope on HbA<sub>1c</sub> via CRP across gender, with demographic and clinical characteristics as model covariates. <b><i>Results:</i></b> The participants displayed a linear BMI growth of 0.53–0.58 kg/m<sup>2</sup>/year throughout adolescence, with substantial interindividual variation. The BMI slope showed positive direct and indirect effects on HbA<sub>1c</sub> via CRP across gender, and there was a significant exposure-mediator interaction effect. A standardized increase in the BMI slope raised the probability of an abnormal HbA<sub>1c</sub> value by 6.0–8.5% in participants with various profiles. The total natural indirect effect accounted for 13.3–15.9% of the total effect in males and 21.2–22.7% in females. <b><i>Conclusions:</i></b> The findings provide support for the inflammation mechanism in the effects of adiposity on glucose homeostasis. In adolescents, excess BMI growth was linked with a higher risk of glucose dysregulation either directly or indirectly via chronic inflammation.
DOI: 10.5281/zenodo.3064131
title: TAU Urban Acoustic Scenes 2019 Openset, Evaluation dataset

description: TAU Urban Acoustic Scenes 2019 Openset evaluation dataset consists of 10-seconds audio segments from 10 acoustic scenes: Airport - <em>airport</em> Indoor shopping mall - <em>shopping_mall</em> Metro station - <em>metro_station</em> Pedestrian street - <em>street_pedestrian</em> Public square - <em>public_square</em> Street with medium level of traffic - <em>street_traffic</em> Travelling by a tram - <em>tram</em> Travelling by a bus - <em>bus</em> Travelling by an underground metro - <em>metro</em> Urban park - <em>park</em> In addition, material for Unknown scene <em>unknown</em> is provided. The dataset contains in total 20 hours of audio.
DOI: 10.5281/zenodo.3064132
title: TAU Urban Acoustic Scenes 2019 Openset, Evaluation dataset

description: TAU Urban Acoustic Scenes 2019 Openset evaluation dataset consists of 10-seconds audio segments from 10 acoustic scenes: Airport - <em>airport</em> Indoor shopping mall - <em>shopping_mall</em> Metro station - <em>metro_station</em> Pedestrian street - <em>street_pedestrian</em> Public square - <em>public_square</em> Street with medium level of traffic - <em>street_traffic</em> Travelling by a tram - <em>tram</em> Travelling by a bus - <em>bus</em> Travelling by an underground metro - <em>metro</em> Urban park - <em>park</em> In addition, material for Unknown scene <em>unknown</em> is provided. The dataset contains in total 20 hours of audio.
DOI: 10.6084/m9.figshare.8188325
title: Supplementary Material for: The Sting of Rejection: Deferring Blood Donors due to Low Hemoglobin Values Reduces Future Returns

description: <b><i>Background:</i></b> Roughly one quarter of short-term temporary deferrals (STTD) of blood donors are low-hemoglobin deferrals (LHD), i.e. STTD due to a hemoglobin (Hb) value falling below a cutoff of 125 g/L for female and 135 g/L for male donors. Since voluntarily donating blood is a prosocial activity, donors may perceive deferral as social exclusion, which can cause social pain, decrease self-esteem, and lead to antisocial behavior. However, little is known about the causal impacts of LHD on donor return. <b><i>Study Design and Methods:</i></b> We conducted a quasi-experiment with 80,060 donors invited to blood drives in the canton of Zurich, Switzerland, between 2009 and 2014. Within a narrow window of Hb values around the predetermined cutoff, the rate of LHD jumps discontinuously. This discontinuous jump allows us to quantify the causal effects of LHD on donor return, as it is uncorrelated with other unobserved factors that may also affect donor return. <b><i>Results:</i></b> We found different behavioral reactions to LHD for female and male donors. Female donors do not react to the first LHD. However, after any repeated LHD, they are 13.53 percentage points (<i>p</i> <i>&lt;</i>0.001) less likely to make at least 1 donation attempt within the next 18 months and make 0.389 fewer donation attempts (<i>p</i> <i>&lt;</i>0.001). Male donors react to the first LHD. They are 5.32 percentage points (<i>p</i> = 0.139) less likely to make at least 1 donation attempt over the next 18 months and make 0.227 (<i>p</i> = 0.018) fewer donation attempts. After any repeated LHD, male donors are 13.30 percentage points (<i>p</i> = 0.004) less likely to make at least 1 donation attempt and make 0.152 (<i>p</i> = 0.308) fewer donation attempts. <b><i>Conclusion:</i></b> LHD have detrimental impacts on donor return, especially if they occur repeatedly – suggesting that avoiding false LHD and helping donors to better cope with them helps to maintain the pool of prospective donors.
DOI: 10.6084/m9.figshare.8188325.v1
title: Supplementary Material for: The Sting of Rejection: Deferring Blood Donors due to Low Hemoglobin Values Reduces Future Returns

description: <b><i>Background:</i></b> Roughly one quarter of short-term temporary deferrals (STTD) of blood donors are low-hemoglobin deferrals (LHD), i.e. STTD due to a hemoglobin (Hb) value falling below a cutoff of 125 g/L for female and 135 g/L for male donors. Since voluntarily donating blood is a prosocial activity, donors may perceive deferral as social exclusion, which can cause social pain, decrease self-esteem, and lead to antisocial behavior. However, little is known about the causal impacts of LHD on donor return. <b><i>Study Design and Methods:</i></b> We conducted a quasi-experiment with 80,060 donors invited to blood drives in the canton of Zurich, Switzerland, between 2009 and 2014. Within a narrow window of Hb values around the predetermined cutoff, the rate of LHD jumps discontinuously. This discontinuous jump allows us to quantify the causal effects of LHD on donor return, as it is uncorrelated with other unobserved factors that may also affect donor return. <b><i>Results:</i></b> We found different behavioral reactions to LHD for female and male donors. Female donors do not react to the first LHD. However, after any repeated LHD, they are 13.53 percentage points (<i>p</i> <i>&lt;</i>0.001) less likely to make at least 1 donation attempt within the next 18 months and make 0.389 fewer donation attempts (<i>p</i> <i>&lt;</i>0.001). Male donors react to the first LHD. They are 5.32 percentage points (<i>p</i> = 0.139) less likely to make at least 1 donation attempt over the next 18 months and make 0.227 (<i>p</i> = 0.018) fewer donation attempts. After any repeated LHD, male donors are 13.30 percentage points (<i>p</i> = 0.004) less likely to make at least 1 donation attempt and make 0.152 (<i>p</i> = 0.308) fewer donation attempts. <b><i>Conclusion:</i></b> LHD have detrimental impacts on donor return, especially if they occur repeatedly – suggesting that avoiding false LHD and helping donors to better cope with them helps to maintain the pool of prospective donors.
DOI: 10.21979/n9/3ryivp/8kzihr
title: DASE(PRPF40B)_sorted.tab
DOI: 10.21979/n9/muuld6/6psz8j
title: DEGs(PRPF40B)_sorted.tab
DOI: 10.25345/c5rh1w
title: MassIVE MSV000083860 - GNPS TC8 - Phosphate - Manip G - Pos
title: Work about phosphate starvation on marine biofilm, 5 conditions, pseudoalteromonas lipolytica
DOI: 10.5281/zenodo.3229647
title: The coincidence degree between the geochemical behavior of elements and the periodic variation of elements based on geochemical data of C2 coal seam in the Fengfeng mining area of the Handan Coalfield in Hebei, China

description: In this data-set, based on the geochemical data of C2 coal seam in the Fengfeng mining area of the Handan Coalfield in Hebei (China), where provided ideal coal samples changing continuously from low-rank metamorphic coal to high-rank metamorphic coal, the coincidence degree (or similarity degree) between the geochemical behavior of 57 elements and the periodic variation of elements during the thermal metamorphism process is calculated.
DOI: 10.5281/zenodo.3229648
title: The coincidence degree between the geochemical behavior of elements and the periodic variation of elements based on geochemical data of C2 coal seam in the Fengfeng mining area of the Handan Coalfield in Hebei, China

description: In this data-set, based on the geochemical data of C2 coal seam in the Fengfeng mining area of the Handan Coalfield in Hebei (China), where provided ideal coal samples changing continuously from low-rank metamorphic coal to high-rank metamorphic coal, the coincidence degree (or similarity degree) between the geochemical behavior of 57 elements and the periodic variation of elements during the thermal metamorphism process is calculated.
DOI: 10.25919/5ceaa5de2da3f
title: Parkes observations for project P892 semester 2019APRS_BPSR_02

description: SUPERBx looks at the highest Galactic latitudes in a search for pulsars and fast radio bursts (FRBs). We use optimised GPU codes and supercomputing to search for these, making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. Our pulsar discoveries are typically nearby scintillating sources, intermittent sources and those in interesting binary systems. Our FRB discoveries have discovery lags of ~1 second, rather than months/years and these feed rapid alerts to the world-wide follow-up community via a dedicated VOEvent format an Astronomer's Telegrams. The goal of this is to allow localisation of the discovered FRBs. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.5281/zenodo.2842084
title: Magnetically Addressable Shape-Memory and Stiffening in a Composite Elastomer

description: Open access data set for manuscript "Magnetically Addressable Shape-Memory and Stiffening in a Composite Elastomer" published in Advanced Materials (2019), 1900561

 

https://doi.org/10.1002/adma.201900561
description: Grant No. ETH-48 17-1
DOI: 10.25345/c5c92s
title: MassIVE MSV000083863 - GNPS-1284-SPE-Alternaria alternata
title: Fortunately, its not hard to distinguish between Septoria and early blight. Plus, they can be treated similarly.Here what to look for:Lower leaves show symptoms first.Round, yellow or water-soaked spots appear on the undersides of leaves. They quickly emerge on leaf tops and turn to black or brown with tiny black dots in the center.Heavily infected leaves turn completely yellow, then brown, and fall.Spotting works its way up the plant and can infect stems.Septoria leaf spot does not display characteristic target or concentric spots seen in early blight.Fruit is rarely infected.
DOI: 10.5281/zenodo.2842083
title: Magnetically Addressable Shape-Memory and Stiffening in a Composite Elastomer

description: Open access data set for manuscript "Magnetically Addressable Shape-Memory and Stiffening in a Composite Elastomer" published in Advanced Materials (2019), 1900561

 

https://doi.org/10.1002/adma.201900561
description: Grant No. ETH-48 17-1
DOI: 10.17632/s95d395273.1
title: Data for: Compatibility of vegetable oils with solid filler materials for thermocline thermal energy storage systems.

description: Detailed data about compatibility of vegetables oils with solid filler materials devoted to energy storage systems.
DOI: 10.25592/uhhfdm.133
title: Beta Maṣāḥǝft Data

description: Data is maintained here https://github.com/BetaMasaheft

This dump is provided as additional security and to facilitate reuse.

Includes the Ethio-SPaRe data and the IslHornAfr data.

Each file contains specific attribution and is visible in the online application https://betamasaheft.eu accessing it XML, RDF or HTML.
description: see https://betamasaheft.eu/apidoc.html  and https://betamasaheft.eu/lod.html for additional forms of access to the data in its latest available version
DOI: 10.17632/g36rhp4d4f.1
title: Data for: Pressure transient analysis for multi-wing fractured wells in dual-permeability hydrocarbon reservoirs

description: Data Source
DOI: 10.21227/g9bn-sn96
title: Supplementary Material for "Optimized Sampling Rate for Voltammetry-Based Electrochemical Sensing in Wearable and IoT Applications"

description: The Voltammetry-Based Sensing (VBS) methods are extremely interesting due to high specificity in several biochemical applications. Several considerations can be applied to use this method to measure different analytes, and implement efficient and optimized electronic measurement platform for point-of-care diagnostic, in wearable, portable, or IoT systems. The dataset contains the data presented in [1], which proves on real experimental data a method to define the optimized setup to develop efficient and electronic bio-sensing platforms. Namely, the dataset contains Scan Cyclic Voltammetry (SCV) and Differential Pulse Voltammetry (DPV) waveform, obtained from APAP (Paracetamol) samples, considering different sampling rate.[1] S. Aiassa, S. Carrara and D. Demarchi, "Optimized Sampling Rate for Voltammetry-Based Electrochemical Sensing in Wearable and IoT Applications," in IEEE Sensors Letters. doi: 10.1109/LSENS.2019.2918575.