cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1476457
title: Appendix A: Raw Data Collected From Selected Studies

description: Appendix A: Included studies for Systematic literature review
DOI: 10.17632/47x4scy37y.1
title: Patient-reported outcomes associated with different restorative techniques in pediatric dentistry: a systematic review and MTC meta-analysis

description: Literature searching was carried out on prospective studies indexed in PubMed, Scopus and OpenGrey. A Mixed Treatment Comparisons (MTC) meta-analysis was undertaken considering the results from reviewed studies. Anxiety, pain and quality of life were extracted as mean with standard deviation, presence of pain (%), and mean difference of scores with standard deviation respectively. For direct comparisons, data were combined using a random-effect model. Heterogeneity was assessed with the I2 statistic. For indirect comparisons, the choice between fixed and random effects was made through the comparison of competing models based on the DIC. The expected ranking of efficacy based on the posterior probabilities of all treatment rankings was also calculated.
DOI: 10.17632/2c8vrv8ns5.1
title: Visualizing academic librarians: an arts-informed inquiry

description: The primary question investigated was ‘How do Deakin University academic staff perceive the role of liaison librarians?’ This investigation was conducted to collect and analyze data to better understand how academics at Deakin University perceive the role of librarians, regardless of whether they are faculty liaison or service desk based, and to help inform how liaison librarians at Deakin University undertake their role. Focus groups were formed by inviting academics and selected library staff to participate in an activity, during which they created an artifact – a visual representation of the role of a liaison librarian using mixed media, including drawing and collage. During an unstructured interview section, participants gave an oral explanation of their work in order to make meaning of their creative representation. This was recorded, and de-identified, for data analysis.
DOI: 10.17632/3vm2scd4ry.1
title: Bond strength of a Self-Adhesive Resin Nanoparticulate

description: Bond strenght data from of three materials that are used to seal pit and and fissures in primary enamel.
DOI: 10.17632/bxnc698bk3.1
title: Integrated analysis of miRNA and mRNA expression profiles in 2-, 6-, and 12-month-old Small Tail Han Sheep ovaries reveals that oar-miR-432 downregulates RPS6KA1 expression

description: miRNA sequencing data during 2-, 6-, and 12- month-old Small Tail Han Sheep ovaries,
DOI: 10.17632/mbjvdj4nzx.1
title: 2018 - Cooperia oncophora establishment in calves

description: The establishment rate of Cooperia oncophora related to host age and previous infection was investigated in young calves.
DOI: 10.17632/t7xmzmtx23.1
title: Articles retrieved from WOS in August, 2018 for BIM literature

description: Articles retrieved from web of science in August, 2018 for BIM literature.
DOI: 10.17632/44839ncpg5.1
title: Study of m6A modification controls the innate immune response to infection by targeting type I interferons

description: Full images of immunoblots presented in this study.
DOI: 10.17632/ddxtvjjfdk.4
title: Data for "Mechanical characterization and strain-rate sensitivity measurement of Ti-7333 alloy based on nanoindentation and crystal plasticity modeling"

description: the supporting data for paper entitled 'Mechanical characterization and strain-rate sensitivity measurement by nanoindentation and crystal plasticity finite element modeling: Application to Ti-7Mo-3Nb-3Cr-3Al near β titanium alloy'
DOI: 10.17632/xfs8s6z6yx.3
title: Data for: Multitrophic interactions in a geothermal setting: boring arthropods, fungi and additional microorganisms in a decomposing conifer wood from the Jurassic of Patagonia.

description: RAW microphotographs used for the illustration of fossil wood tissues with arthropod borings,fungal rot, actinomycete, fungi and fungus-like structures from the Jurassic of Patagonia (Argentina). Scales can be seen in the published figures.
DOI: 10.18430/m36mel
title: X-ray diffraction data for the succinyl-CoA synthase from Campylobacter jejuni (6MEL)
DOI: 10.18430/m36mgg
title: X-ray diffraction data for the succinyl-CoA synthase from Francisella tularensis, phosphorylated, in complex with CoA (6MGG)
DOI: 10.5281/zenodo.1477209
title: The Influence Of Pitch Feedback On Learning Of Motor-Timing And Sequencing: A Piano Study With Novices

description: These files contain values and conditions for each subject in csv format.
DOI: 10.5281/zenodo.1477210
title: The Influence Of Pitch Feedback On Learning Of Motor-Timing And Sequencing: A Piano Study With Novices

description: These files contain values and conditions for each subject in csv format.
DOI: 10.7910/dvn/ejpfek/jxvil1
title: supplemental data 1 Table of qPCR Primer.doc

description: qPCR primer
DOI: 10.21227/xa1c-bw69
title: Novel context-aware network traffic classification based on a machine learning approach

description: The dataset was constructed by capturing real-time background traffic of 9 applications. The 9 applications represent different types of network behaviour in the background, for high level of networkinteraction; we have considered video and voice calls of Skype and Google Hangouts. For the varied level of interactions Facebook and Gmail been chosen, for Gmail,  emails were received at random instances. And tagged posts were received at random instances for Facebook as updates. NSS and NSC chosen to represent all applications with lower degree of interaction, these applications mostly are offline, the interaction occurred only during fetching advertisements. Finally, to represent applications with audio buffering capability XiiaLive internet radio application considered, we chose a random station 128kbps stream. The dataset has been labelled in accordance to the level of interactivity in the background of each application. All inputs of applications with high and constant level of background interactivity are labelled as high. Inputs of applications of varied level of background interactivity were labelled as varied. Low was the label for the inputs of applications with low level of interactivity, and we have labelled the samples of XiiaLive internet radio app with output class buffer.The dataset with full number of six highly correlated features named as Dataset 1.
DOI: 10.25919/5bdbf09ba0db2
title: Genomic changes associated with adaptation to arid environments in cactophilic Drosophila species

description: Genome, annotation and raw data for publication titled: "Genomic changes associated with adaptation to arid environments in cactophilic Drosophila species "
DOI: 10.5281/zenodo.1476855
title: Clay Content In % (Kg / Kg) At 6 Standard Depths (0, 10, 30, 60, 100 And 200 Cm) At 250 M Resolution

description: Clay content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution. Based on machine learning predictions from global compilation of soil profiles and samples. Processing steps are described in detail <strong>here</strong>. Antartica is not included.

To access and visualize maps use: <strong>https://landgis.opengeohub.org</strong>

All files internally compressed using "COMPRESS=DEFLATE" creation option in GDAL. File naming convention:


	sol = theme: soil,
	clay.wfraction = variable: sand weight fraction,
	usda.3a1a1a = determination method: laboratory method code,
	m = mean value,
	250m = spatial resolution / block support: 250 m,
	b10..10cm = vertical reference: 10 cm depth below surface,
	1950..2017 = time reference: period 1950-2017,
	v0.1 = version number: 0.1,
description: {"references": ["USDA-NRCS, (2014) Laboratory Methods Manual (SSIR 42). U.S. Department of Agriculture, Natural Resources Conservation Service, National Soil Survey Center.", "Hengl T, Mendes de Jesus J, Heuvelink GBM, Ruiperez Gonzalez M, Kilibarda M, Blagoti\u0107 A, et al. (2017) SoilGrids250m: Global gridded soil information based on machine learning. PLoS ONE 12(2): e0169748."]}
DOI: 10.5281/zenodo.1445454
title: Input data for performing a model evaluation of the sectional aerosol module SALSA embedded to PALM model system 6.0

description: This dataset includes the input information applied to perform a model evaluation study of the PALM model system together with the sectional aerosol module SALSA. 

The content:


	PIDS_STATIC: building height and leaf area density data
	PIDS_AERO_&lt;simulation time&gt;_&lt;number of aerosol size bins&gt;: aerosol emission data as size bin specific surface emissions (level of detail 2) and aerosol background concentrations
	PIDS_CHEM_&lt;simulation time&gt;: emission data and background concentrations of gaseous compounds


PIDS_STATIC contains static data and is therefore the same for all simulations.

See the model documentation https://palm.muk.uni-hannover.de/trac/wiki/doc for further details.
DOI: 10.5281/zenodo.1445455
title: Input Data For Performing A Model Evaluation Of The Sectional Aerosol Module Salsa Embedded To Palm Model System 6.0

description: This dataset includes the input information applied to perform a model evaluation study of the PALM model system together with the sectional aerosol module SALSA. 

The content:


	PIDS_STATIC: building height and leaf area density data
	PIDS_AERO_&lt;simulation time&gt;_&lt;number of aerosol size bins&gt;: aerosol emission data as size bin specific surface emissions (level of detail 2) and aerosol background concentrations
	PIDS_CHEM_&lt;simulation time&gt;: emission data and background concentrations of gaseous compounds


PIDS_STATIC contains static data and is therefore the same for all simulations.

See the model documentation https://palm.muk.uni-hannover.de/trac/wiki/doc for further details.
DOI: 10.5281/zenodo.1476845
title: Predicted USDA soil great groups at 250 m (probabilities)

description: Distribution of the USDA soil great groups based on machine learning predictions from global compilation of soil profiles. To learn more about soil great groups please refer to the Illustrated Guide to Soil Taxonomy - NRCS - USDA. Processing steps are described in detail <strong>here</strong>. Antartica is not included.

To access and visualize maps use: <strong>https://landgis.opengeohub.org</strong>

If you discover a bug, artifact or inconsistency in the LandGIS maps, or if you have a question please use some of the following channels:


	Technical issues and questions about the code: https://github.com/Envirometrix/LandGISmaps/issues 
	General questions and comments: https://disqus.com/home/forums/landgis/


All files internally compressed using "COMPRESS=DEFLATE" creation option in GDAL. File naming convention:


	sol = theme: soil,
	grtgroup = variable: USDA great group,
	usda.argiustolls = determination method: USDA soil taxonomy class Argiustolls,
	p = probability,
	250m = spatial resolution / block support: 250 m,
	s0..0cm = vertical reference: soil surface,
	1950..2017 = time reference: period 1950-2017,
	v0.1 = version number: 0.1,
description: {"references": ["USDA-NRCS, (2014). Illustrated Guide to Soil Taxonomy: Version 1.0, September 20014, U.S. Department of Agriculture, Natural Resources Conservation Service, National Soil Survey Center.", "Hengl T, Mendes de Jesus J, Heuvelink GBM, Ruiperez Gonzalez M, Kilibarda M, Blagoti\u0107 A, et al. (2017) SoilGrids250m: Global gridded soil information based on machine learning. PLoS ONE 12(2): e0169748.", "Hengl, T., MacMillan, R.A., (2019). Predictive Soil Mapping with R. OpenGeoHub foundation, Wageningen, the Netherlands, 370 pages, www.soilmapper.org, ISBN: 978-0-359-30635-0."]}
DOI: 10.5281/zenodo.1476932
title: Co2 Emission From Energy, Manufacturing And Transport Sector From Pakistan

description: Pakistan's CO2 emission data from
DOI: 10.5281/zenodo.1476933
title: Co2 Emission From Energy, Manufacturing And Transport Sector From Pakistan

description: Pakistan's CO2 emission data from
DOI: 10.3886/e107141v1
title: Seigniorage in the Civil War South

description: During the U.S. Civil War, the Confederate
Congress adopted three currency reforms that were intended to reduce the
quantity of Treasury notes in circulation by inducing the money-holding public
to exchange their notes for long-term bonds. In this paper, we examine the
political factors that influenced the adoption of the reforms and their effect
on the flow of seigniorage - revenue that the government derived by using the newly-printed
Treasury notes to purchase the goods and services it required. We argue that
the bifurcation of the Confederate Congress into two groups – those legislators
that represented the Confederacy’s interior and those from areas no longer
under Confederate control – contributed to the adoption of the reforms. Our
findings indicate that representing an area outside of the rebel government’s
control increased the likelihood that a legislator would support efforts to reform
the currency by over 90 percent. In addition, our results indicate that the
rate of monetary expansion in the South was below that which would have
maximized the revenue from seigniorage. We find that the reforms reduced the
flow of seigniorage by approximately 57 percent, depriving the Confederate
government of much-needed revenue.
DOI: 10.5281/zenodo.1477076
title: Soil Texture Classes (Usda System) For 6 Soil Depths (0, 10, 30, 60, 100 And 200 Cm) At 250 M

description: Soil texture classes (USDA system) for 6 standard soil depths (0, 10, 30, 60, 100 and 200 cm) at 250 m. Derived from predicted soil texture fractions using the soiltexture package in R. Processing steps are described in detail <strong>here</strong>. Antartica is not included.

To access and visualize maps use: <strong>https://landgis.opengeohub.org</strong>

All files internally compressed using "COMPRESS=DEFLATE" creation option in GDAL. File naming convention:


	sol = theme: soil,
	texture.class = variable: soil texture class,
	usda = determination method: USDA texture triangle,
	c = factor,
	250m = spatial resolution / block support: 250 m,
	b10..10cm = vertical reference: 10 cm depth below surface,
	1950..2017 = time reference: period 1950-2017,
	v0.1 = version number: 0.1,
description: {"references": ["Moeys, J., & Shangguan, W. (2015). soiltexture: functions for soil texture plot, classification and transformation. R package version 1.3. 3."]}
DOI: 10.5281/zenodo.1476815
title: Qos Values And Qos Functions

description: Experiment results of QoS values and QoS functions.
DOI: 10.5281/zenodo.1476814
title: Qos Values And Qos Functions

description: Experiment results of QoS values and QoS functions.
DOI: 10.5281/zenodo.1476816
title: Technical Report Of Service Termination In Nans Services

description: Technical Report of Service Termination in NANS Services
DOI: 10.5281/zenodo.1476817
title: Technical Report Of Service Termination In Nans Services

description: Technical Report of Service Termination in NANS Services
DOI: 10.17632/dsgfxw6zm8.1
title: Data for: Understanding the diversity in yield potential and stability among commercial sorghum hybrids to inform crop designs

description: An Excel spreadsheet containing plot means for treatments applied in sorghum agronomy trials conducted across the Queensland production region
DOI: 10.21227/nabk-vz16
title: Classification of violin type using electroencephalography and machine learning to determine violin quality perception

description: Violin melody clips expressing happiness, sadness, threat, excitement, and neutrality. Both electric and acoustic violin.
DOI: 10.5281/zenodo.1477083
title: Positive And Negative Affect Schedule (Panas): Psychometric Properties For The Online Version In A Clinical Sample With Emotional Disorders

description: This dataset contains sociodemographic and clinical data about 595 patients with emotional disorders that participated in a study with the objective of examining the psychometric properties of the online version of the Positive and Negative Affect Schedule (PANAS) in Spanish clinical sample.
DOI: 10.7910/dvn/l6c4dk/0wlf2u
title: 113-5_0010.dcm
DOI: 10.7910/dvn/l6c4dk/cvivyo
title: 113-1_0126.dcm
DOI: 10.7910/dvn/l6c4dk/dzc02z
title: 113-5_0205.dcm
DOI: 10.7910/dvn/l6c4dk/evwkuf
title: 113-5_0132.dcm
DOI: 10.7910/dvn/l6c4dk/p4l5nd
title: 113-1_0103.dcm
DOI: 10.17632/bdbsgn32n6.1
title: Data for: Towards a Holarctic synthesis of peatland testate amoeba ecology: development of a new continental-scale palaeohydrological transfer function for North America and comparison to European data

description: Testate amoeba community data for 1956 modern surface samples throughout Canada and the USA, alongside environmental data (water table depth, pH) and location (lat/long). Full details given in 'Read me' tab.
DOI: 10.7910/dvn/l6c4dk/35iil1
title: 113-1_0152.dcm
DOI: 10.7910/dvn/l6c4dk/ftmuvs
title: 113-5_0173.dcm
DOI: 10.7910/dvn/l6c4dk/mfr7ua
title: 113-5_0172.dcm
DOI: 10.7910/dvn/l6c4dk/p5xrod
title: 113-5_0203.dcm
DOI: 10.7910/dvn/l6c4dk/rktndu
title: 113-1_0122.dcm
DOI: 10.7910/dvn/l6c4dk/wa9dvp
title: 113-1_0130.dcm
DOI: 10.7910/dvn/l6c4dk/wynxm4
title: 113-5_0097.dcm
DOI: 10.7910/dvn/l6c4dk/xctxhr
title: 113-5_0124.dcm
DOI: 10.17632/786d8rmc8x.1
title: Data for: Hydrogen-bonding interactions and compostability of bionanocomposite films prepared from corn starch and nano-fillers with and without added Jamaica flower extract

description: These files provide the transparent date of this article.
DOI: 10.5281/zenodo.1477239
title: Dataset of Digitized Screen-film Mammograms of African Descent

description: This dataset contains 78 mammographic images of African cancer patients
DOI: 10.5281/zenodo.1477240
title: Dataset of Digitized Screen-film Mammograms of African Descent

description: This dataset contains 78 mammographic images of African cancer patients
DOI: 10.5281/zenodo.1477241
title: Enhanced Dataset Of Digitized Screen-Film Mammograms Of African Descent

description: This dataset presents the enhanced version of digitized Screen-film Mammograms of African Descent. It contains mamographic images of 78 African cancer patients
DOI: 10.5281/zenodo.1477242
title: Enhanced Dataset Of Digitized Screen-Film Mammograms Of African Descent

description: This dataset presents the enhanced version of digitized Screen-film Mammograms of African Descent. It contains mamographic images of 78 African cancer patients
DOI: 10.5281/zenodo.1477246
title: Dataset Of Digitized Screen-Film Mammograms Of African Descent

description: This dataset contains 78 mammographic Images obtained from Cancer Patients
DOI: 10.5281/zenodo.1477247
title: Dataset Of Digitized Screen-Film Mammograms Of African Descent

description: This dataset contains 78 mammographic Images obtained from Cancer Patients
DOI: 10.5287/bodleian:6qjdgndpj
title: Kuramoto Model Simulation
DOI: 10.7910/dvn/zqhdre/0jppng
title: 16ja078_archival_manuscript.pdf
DOI: 10.17632/h6d3ccdr8v.1
title: Data for: Estimation of gait timing using wearable inertial sensors: comparison of 17 algorithms from a systematic literature review

description: 'Walking' and 'Walking_Plate' data are referred to walking tasks of 35 healthy subjects acquired using inertial measurement units and platform force, respectively, in controlled laboratory condition.
DOI: 10.17632/n5zbc44y85.1
title: Data for: Transmission on empirical dynamic contact networks is influenced by data processing decisions

description: This is a set of contact-based adjacency matrix arrays (70 x 70) created from locational data of 70 feed lot cattle over 21 days. Data were processed according to 4 parameters, including Spatial Threshold(0.1665m-0.999m), temporal sampling window(called TempAgg here) (10-180 sec), and minimum sampling duration (1-4). Half the dataset includes contacts aggregated over days(array length 21), and half the dataset includes contacts aggregated over hours(array length 504).
DOI: 10.17632/nz4bjrc7yg.1
title: Data for: Accelerated thermal ageing behavior of bagasse fibers reinforced Poly (Lactic Acid) based biocomposites

description: X- ray diffraction data and Dynamic Mechanical analysis data for PLA and biocomposites
DOI: 10.17632/z72grcxdc6.1
title: Data for: Geographic factors predict wild food and nonfood NTFP collection by households across four African countries.

description: This consists of data from from the Vital Signs project (vitalsigns.org) as well as geographic data extracted from various public datasets. Geographic data was extracted using the scripts "Extract_SPI.R" and "pg_connect.py" and all data was brought together and analyzed in "NTFP_use.r".
DOI: 10.17632/33bjkn8rx8.1
title: Data for: High Self-Efficacy is Associated with Prescription Contraceptive Use

description: Self efficacy and prescription contraception
DOI: 10.17632/37kjmxp6py.1
title: Data for: Modulation of the transcriptomic profile of the R2C tumor Leydig cell line by the adipose tissue derived hormone leptin

description: We examined if leptin could alter the transcriptome of the constitutively steroidogenic rat tumor Leydig cell line R2C. These cells were treated with high levels leptin (1000 ng/ml) for 4 h, followed by mRNA extraction and RNA-Seq analysis. Total RNA extractions from cultured R2C Leydig cells were performed using the E.Z.N.A. Total RNA kit (Omega Bio-Tek, Inc., Norcross, GA). Libraries were constructed using the TruSeq Stranded mRNA LT (Illumina) for cDNA synthesis and polyA enrichment. Quality and quantification of libraries were assessed using the Agilent 2100 Bioanalyzer (Agilent Technologies) and KAPA SYBR® FAST qPCR Kit (KAPA Bio Systems), respectively. Transcriptomic sequencing was performed on an Illumina NextSeq 500 in paired reads layout with approximately 13 million reads per sample and 75 bp of sequencing length. Libraries and next generation sequencing were completed by Applied Biological Materials Inc. (Richmond, BC, CAN). Paired-end raw reads are available in FASTQ format.
DOI: 10.17632/x29dgg2463.1
title: Data for: Diversity analysis of Plio-Pleistocene large mammal communities in the Omo-Turkana Basin, eastern Africa

description: Included are 1) three csv files, each of which is a species by member matrix with abundance data for either the Shungura, Koobi Fora, or Nachukui Formation, 2) another csv file with the geological ages of the members in each formation (for plotting purposes), 3) a Word document with the full bibliography for references cited in the member ages dataset, and 4) complete R code for running the analyses and making the figures in the manuscript.
DOI: 10.17632/xymzj2fgn8.1
title: Data for: The exopolysaccharides from fungal endophytic Fusarium sp. A14 isolated from Fritillaria unibracteata Hsiao et KC Hsia and its antioxidant effect

description: These is the data we obtained in the process of the polysaccharide separation and determination of antioxidant activity.
DOI: 10.17632/6wyn9ktx7f.1
title: Data for: Pragmatic combinations of acupuncture points for lateral epicondylalgia are unreliable in the physiotherapy setting

description: Supplementary file 1: Electronic worksheet file with the dataset of 361 channel acupuncture points (filename: dataset#2.xlsx). Supplementary file 2: Electronic worksheet file with the dataset of traditional Chinese medicine patterns related to lateral epicondylitis (filename: dataset#3.xlsx). Supplementary file 3: Electronic worksheet file with the dataset of acupuncture points prescribed for lateral epicondylalgia in published studies (filename: dataset#4.xlsx). Supplementary file 4: Electronic worksheet file with the dataset of all raters' acupuncture points for all simulated human patients (filename: all.raters.xlsx). Supplementary file 5: Electronic script file for complete statistical analysis (filename: statistics.R).
DOI: 10.17632/hc6rvfkvry.1
title: Data for: Neolithic water management and flooding in the Lesser Caucasus (Georgia)

description: Sets of data concerning the hydraulic calculation on the anthropic channels and the sedimentological description of the studied stratigraphic sections