cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.4483463
title: Object-Based Image Analysis for Detection of Japanese Knotweed s.l. taxa (Polygonaceae) in Wales (UK)

description: Japanese Knotweed <i>s.l. </i>taxa are amongst the most aggressive vascular plant Invasive Alien Species (IAS) in the world. These taxa form dense, suppressive monocultures and are persistent, pervasive invaders throughout the more economically developed countries (MEDCs) of the world. The current paper utilises the Object-Based Image Analysis (OBIA) approach of Definiens Imaging Developer software, in combination with very high spatial resolution (VHSR) colour infra-red (CIR) and visible-band (RGB) aerial photography in order to detect Japanese Knotweed <i>s.l. </i>taxa in Wales (UK). An algorithm was created using Definiens in order to detect these taxa, using variables found to effectively distinguish them from landscape and vegetation features. The results of the detection algorithm were accurate, as confirmed by field validation and desk-based studies. Further, these results may be incorporated into Geographical Information Systems (GIS) research as they are readily transferable as vector polygons (shapefiles). The successful detection results developed within the Definiens software should enable greater management and control efficacy. Further to this, the basic principles of the detection process could enable detection of these taxa worldwide, given the (relatively) limited technical requirements necessary to conduct further analyses.
DOI: 10.6084/m9.figshare.4483460
title: Sample reads from R

description: The number of reads from all samples after DNA sequnecing, obtained from the program R, and presented in excel.
DOI: 10.6084/m9.figshare.4483478.v1
title: SeqID and Rawdata from DNA measurements ft item

description: The Sequence Identities (SeqID) with linked samples and their respective DNA absorbance measurements from Infinite M1000 PRO and DNA concentrations from Qubit ® 2.0 Fluorometer are presented in excel.
DOI: 10.6084/m9.figshare.4483445
title: Supplementary Material for: A Current Estimation of the Early Risk of Stroke after Transient Ischemic Attack: A Systematic Review and Meta-Analysis of Recent Intervention Studies

description: <strong><em>Objective:</em></strong> Recent studies have demonstrated that there is a decrease in the risk of subsequent stroke after transient ischemic attack (TIA) when urgent care (UC) is administered. However, no meta-analysis has been developed with contemporaneous TIA studies. We perform a systematic review and a meta-analysis to establish the risk of early stroke recurrence (SR) considering data from studies that offered UC to TIA patients. <b><i>Methods:</i></b> We searched for studies, without language restriction, from January 2007 to January 2015 according to PRISMA guidelines. We included studies with TIA patients who underwent UC and reported the proportion of SR at 90 days. We excluded studies that were centered on less than 100 patients and cohorts including both stroke and TIA, if stroke risk after TIA was not described. For its relevance, we included the TIAregistry.org study published in 2016. We performed both fixed and random effects meta-analyses to determine SR and assess sources of heterogeneity. <b><i>Results:</i></b> From 4,103 identified citations, we selected 15 papers that included 14,889 patients. There was great variation in terms of the number of patients included in each study, ranging from 115 to 4,160. Seven studies were TIA clinic based. The mean age and the percentage of men were similar among studies, ranging from 62.4 to 73.1 years and 45.1-62%, respectively. The reported risk of stroke ranged from 0 to 1.46% 2 days after TIA (9 studies included), 0-2.55% 7 days after TIA (11 studies included), 1.91-2.85% 30 days after TIA (4 studies included), and 0.62-4.76% 90 days after TIA (all studies included). The pooled stroke risk was 3.42% (95% CI 3.14-3.74) at 90 days, 2.78% (95% CI 2.47-3.12) at 30 days, 2.06% (95% CI 1.83-2.33) at 7 days and 1.36% (95% CI 1.15-1.59) at 2 days. Although we did not find statistically significant heterogeneity in SR among studies, those with a higher proportion of patients with motor weakness had a significantly higher risk of SR. No statistically significant association was observed between TIA clinic management and SR. <b><i>Conclusion:</i></b> The pooled early SR is lower than in previous meta-analyses and homogeneous for all studies with an urgent assessment and management strategy regardless of vascular risk factors and clinical characteristics. Therefore, the best setting for TIA management can be individualized for each center.
DOI: 10.6084/m9.figshare.4483460.v1
title: Sample reads from R

description: The number of reads from all samples after DNA sequnecing, obtained from the program R, and presented in excel.
DOI: 10.6084/m9.figshare.4483484.v1
title: ContigsReference.fasta

description: Contigs with SNPs in linkage map. Detailed information in: <br>Palomar et al. 2017. Comparative high-density linkage mapping reveals conserve genome structure but variation in levels of heterochiasmy and location of recombination cold spots in the common frog. G3: genes, genomes, genetics.
DOI: 10.6084/m9.figshare.4483436
title: Supplementary Material for: Lost Productivity in Stroke Survivors: An Econometrics Analysis

description: <strong><em>Background:</em></strong> Stroke leads to a substantial societal economic burden. Loss of productivity among stroke survivors is a significant contributor to the indirect costs associated with stroke. We aimed to characterize productivity and factors associated with employability in stroke survivors. <b><i>Methods:</i></b> We used the Canadian Community Health Survey 2011-2012 to identify stroke survivors and employment status. We used multivariable logistic models to determine the impact of stroke on employment and on factors associated with employability, and used Heckman models to estimate the effect of stroke on productivity (number of hours worked/week and hourly wages). <b><i>Results:</i></b> We included data from 91,633 respondents between 18 and 70 years and identified 923 (1%) stroke survivors. Stroke survivors were less likely to be employed (adjusted OR 0.39, 95% CI 0.33-0.46) and had hourly wages 17.5% (95% CI 7.7-23.7) lower compared to the general population, although there was no association between work hours and being a stroke survivor. We found that factors like older age, not being married, and having medical comorbidities were associated with lower odds of employment in stroke survivors in our sample. <b><i>Conclusions:</i></b> Stroke survivors are less likely to be employed and they earn a lower hourly wage than the general population. Interventions such as dedicated vocational rehabilitation and policies targeting return to work could be considered to address this lost productivity among stroke survivors.
DOI: 10.6084/m9.figshare.4483439
title: Draft genome Rana temporaria

description: Draft genome of common frog based on Spanish lineage. More information in: Palomar et al. 2017. Comparative high-density linkage mapping reveals conserve genome structure but variation in levels of heterochiasmy and location of recombination cold spots in the common frog. G3: genes, genomes, genetics.
DOI: 10.6084/m9.figshare.4483436.v1
title: Supplementary Material for: Lost Productivity in Stroke Survivors: An Econometrics Analysis

description: <strong><em>Background:</em></strong> Stroke leads to a substantial societal economic burden. Loss of productivity among stroke survivors is a significant contributor to the indirect costs associated with stroke. We aimed to characterize productivity and factors associated with employability in stroke survivors. <b><i>Methods:</i></b> We used the Canadian Community Health Survey 2011-2012 to identify stroke survivors and employment status. We used multivariable logistic models to determine the impact of stroke on employment and on factors associated with employability, and used Heckman models to estimate the effect of stroke on productivity (number of hours worked/week and hourly wages). <b><i>Results:</i></b> We included data from 91,633 respondents between 18 and 70 years and identified 923 (1%) stroke survivors. Stroke survivors were less likely to be employed (adjusted OR 0.39, 95% CI 0.33-0.46) and had hourly wages 17.5% (95% CI 7.7-23.7) lower compared to the general population, although there was no association between work hours and being a stroke survivor. We found that factors like older age, not being married, and having medical comorbidities were associated with lower odds of employment in stroke survivors in our sample. <b><i>Conclusions:</i></b> Stroke survivors are less likely to be employed and they earn a lower hourly wage than the general population. Interventions such as dedicated vocational rehabilitation and policies targeting return to work could be considered to address this lost productivity among stroke survivors.
DOI: 10.6084/m9.figshare.4483439.v1
title: Draft genome Rana temporaria

description: Draft genome of common frog based on Spanish lineage. More information in: Palomar et al. 2017. Comparative high-density linkage mapping reveals conserve genome structure but variation in levels of heterochiasmy and location of recombination cold spots in the common frog. G3: genes, genomes, genetics.
DOI: 10.6084/m9.figshare.4483391
title: Supplementary Material for: Effects of Vitamin E-Coated versus Conventional Membranes in Chronic Hemodialysis Patients: A Systematic Review and Meta-Analysis

description: <strong><em>Introduction:</em></strong> Accruing evidence suggests that vitamin E-coated membranes (ViE-m) might improve the clinical management of chronic hemodialysis (HD) patients. <b><i>Methods:</i></b> We conducted a systematic review and meta-analysis of RCTs comparing ViE-m to conventional HD. Endpoints of interest were a series of biomarkers pertaining to anemia status, inflammation, oxidative stress and dialysis efficacy/status. <b><i>Results:</i></b> Sixty studies were included. ViE-m significantly improved the Erythropoietin Resistance Index but had no impact on other anemia parameters. As for oxidative stress and inflammation, ViE-m produced a significant decrease in interleukin-6 levels, thiobarbituric acid reactive substances, plasma and red blood cell (RBC) malonylaldehyde and a significant increase in blood and RBC vitamin E. Conversely, ViE-m use had no impact on lipid profile, dialysis adequacy, blood pressure, albumin and uric acid. <b><i>Conclusions:</i></b> ViE-m might ameliorate anemia management by reducing oxidative stress and inflammation. Benefits of these bio-membranes on harder clinical outcomes are uncertain and need to be investigated by future, targeted trials.
DOI: 10.6084/m9.figshare.4483181
title: Vision for Machine Intelligence to Drive Predictive Toxicology

description: Overview of how machine intelligence technologies will drive the future of predictive toxicology.
DOI: 10.6084/m9.figshare.4483181.v2
title: Vision for Machine Intelligence to Drive Predictive Toxicology

description: Overview of how machine intelligence technologies will drive the future of predictive toxicology.
DOI: 10.6084/m9.figshare.4482743
title: Spectral tissue sensing to identify intra-and extravascular needle placement - case report forms

description: Case Report Forms for a study into discriminating intra- and extravascular needle placement using spectroscopy.
DOI: 10.6084/m9.figshare.4482725
title: Characteristics of Women Obtaining Abortions

description: These four datasets were collected by the Guttmacher Institute. They consist of the Ethiopia Prospective Data Survey (2014), Nigeria Community-Based Survey (2002-2003), Nigeria Hospital-Based Survey (2002-2003), and the Philippines Community-Based Survey (CBS). We used these data to calculate the distribution of abortions by women's sociodemographic characteristics and abortion rates (Nigeria, Philippines).
DOI: 10.6084/m9.figshare.4482743.v1
title: Spectral tissue sensing to identify intra-and extravascular needle placement - case report forms

description: Case Report Forms for a study into discriminating intra- and extravascular needle placement using spectroscopy.
DOI: 10.6084/m9.figshare.4482725.v1
title: Characteristics of Women Obtaining Abortions

description: These four datasets were collected by the Guttmacher Institute. They consist of the Ethiopia Prospective Data Survey (2014), Nigeria Community-Based Survey (2002-2003), Nigeria Hospital-Based Survey (2002-2003), and the Philippines Community-Based Survey (CBS). We used these data to calculate the distribution of abortions by women's sociodemographic characteristics and abortion rates (Nigeria, Philippines).
DOI: 10.6084/m9.figshare.4480289
title: Raw data repos.xlsx

description: Raw dataset of the paper <b>Ammonium and nitrate uptake by phytoplankton in tropical reservoirs</b><b> <br></b>
DOI: 10.6084/m9.figshare.4480262
title: Data García-Palacios et al JEcol.csv

description: This data and metadata correspond to a litter decomposition experiment perform in 2013-2014 in southern France using 10 sites, 10 litter mixtures and 4 blocks.<br>
DOI: 10.6084/m9.figshare.4480289.v1
title: Raw data repos.xlsx

description: Raw dataset of the paper <b>Ammonium and nitrate uptake by phytoplankton in tropical reservoirs</b><b> <br></b>
DOI: 10.6084/m9.figshare.4480244
title: Cap.6 - Sectorialization of language.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480262.v1
title: Data García-Palacios et al JEcol.csv

description: This data and metadata correspond to a litter decomposition experiment perform in 2013-2014 in southern France using 10 sites, 10 litter mixtures and 4 blocks.<br>
DOI: 10.6084/m9.figshare.4480238
title: Cairngorms_SVD

description: Thsi dataset contains time seires of visitor days to the Cairngorms National Park obtained from the National Park Authority.
DOI: 10.6084/m9.figshare.4480349.v1
title: Bootstrapping to the Molecular Frame with Time-domain Photoionization Interferometry

description: Manuscript (to follow), supplementary materials and data.<br>Manuscript - Bootstrapping to the Molecular Frame with Time-domain Photoionization Interferometry<br>Data:- XUV ionization data (Claude Marceau)- ADM fitting and extraction (Varun Makhija)- BLM fitting and matrix element extraction (Paul Hockett)- ePolyScat calculations (Paul Hockett)<br>Data currently supplied in Matlab format only, see .m file for further details and data plotting routines.<br>To process the ePolyScat results, use ePSproc, https://github.com/phockett/ePSproc
DOI: 10.6084/m9.figshare.4480235
title: A Set of Metrics for Effort Estimation of Mobile Apps

description: In this work, we report on a study carried out to identify a set of metrics to early estimate the development effort of mobile apps. The applied methodology was inspired by the work of Mendes et al. who addressed a similar problem in the field of web applications. In particular, we extracted an initial set of metrics by analyzing the online quotes forms that companies made available on their websites. Afterward, a Delphi approach with four project managers was employed to identify the proposed set of 41 relevant factors.
DOI: 10.6084/m9.figshare.4480238.v1
title: Cairngorms_SVD

description: Thsi dataset contains time seires of visitor days to the Cairngorms National Park obtained from the National Park Authority.
DOI: 10.6084/m9.figshare.4480244.v1
title: Vocabulary width.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480235.v2
title: A Set of Metrics for Effort Estimation of Mobile Apps

description: In this work, we report on a study carried out to identify a set of metrics to early estimate the development effort of mobile apps. The applied methodology was inspired by the work of Mendes et al. who addressed a similar problem in the field of web applications. In particular, we extracted an initial set of metrics by analyzing the online quotes forms that companies made available on their websites. Afterward, a Delphi approach with four project managers was employed to identify the proposed set of 41 relevant factors.
DOI: 10.6084/m9.figshare.4480232
title: Cap.2 - Actors Facebook Data.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480244.v2
title: Cap.6 - Vocabulary width.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480232.v1
title: Cap.2 - Actors Facebook Data.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480244.v4
title: Cap.6 - Sectorialization of language.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480202
title: Animal movement in the absence of predation: environmental drivers of movement strategies in a partial migration system

description: Bastille-Rousseau, G. et al. 2016. Data from: Animal movement in the absence of predation: environmental drivers of movement strategies in a partial migration system. Oikos
DOI: 10.6084/m9.figshare.4480229
title: WildlifeWatching

description: The three datasets contain data about pictures of wildlife that were taken in Scotland and uploaded on Flickr. They represent bird watching, seal watching ad whale &dolphin watching in Scotland.
DOI: 10.6084/m9.figshare.4480202.v1
title: Animal movement in the absence of predation: environmental drivers of movement strategies in a partial migration system

description: Bastille-Rousseau, G. et al. 2016. Data from: Animal movement in the absence of predation: environmental drivers of movement strategies in a partial migration system. Oikos
DOI: 10.6084/m9.figshare.4480229.v1
title: WildlifeWatching

description: The three datasets contain data about pictures of wildlife that were taken in Scotland and uploaded on Flickr. They represent bird watching, seal watching ad whale &dolphin watching in Scotland.
DOI: 10.6084/m9.figshare.4480244.v3
title: Cap.6 - Sectorialization of actors language.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480349.v4
title: Bootstrapping to the Molecular Frame with Time-domain Photoionization Interferometry

description: Manuscript, supplementary materials and data.<br>Manuscript - Bootstrapping to the Molecular Frame with Time-domain Photoionization Interferometry<br>Data:- XUV ionization data (Claude Marceau)- ADM fitting and extraction (Varun Makhija)- BLM fitting and matrix element extraction (Paul Hockett)- ePolyScat calculations (Paul Hockett)<br>Data currently supplied in Matlab format only, see .m file for further details and data plotting routines.<br>To process the ePolyScat results, use ePSproc, https://github.com/phockett/ePSproc
DOI: 10.6084/m9.figshare.4480187
title: flickr_survey_pop.txt

description: These datasets contain numbers of wildlife watchers in coastal areas in Scotland estimated from Flickr and obtained from a survey. Each observation represents the number of Flickr users that took a picture of wildlife in a cell and the correspondig number of survey respondents that indicating visiting the same area. The data also contains the population size for every cell. The three datasets represents three spatial resolutions: 5, 10 and 20 km cells.
DOI: 10.6084/m9.figshare.4480184
title: Cairngorms_FVD.txt

description: This is a datasets of time series of visitor days to the Cairgorms National Park in Scotland estimated from the number of pictures that were taken in the area and uploaded on the website Flickr.
DOI: 10.6084/m9.figshare.4480187.v1
title: flickr_survey_pop.txt

description: These datasets contain numbers of wildlife watchers in coastal areas in Scotland estimated from Flickr and obtained from a survey. Each observation represents the number of Flickr users that took a picture of wildlife in a cell and the correspondig number of survey respondents that indicating visiting the same area. The data also contains the population size for every cell. The three datasets represents three spatial resolutions: 5, 10 and 20 km cells.
DOI: 10.6084/m9.figshare.4480184.v1
title: Cairngorms_FVD.txt

description: This is a datasets of time series of visitor days to the Cairgorms National Park in Scotland estimated from the number of pictures that were taken in the area and uploaded on the website Flickr.
DOI: 10.6084/m9.figshare.4480181
title: Cap.2 - Actors.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480349.v5
title: Bootstrapping to the Molecular Frame with Time-domain Photoionization Interferometry

description: Manuscript, supplementary materials and data.<br>Manuscript - Bootstrapping to the Molecular Frame with Time-domain Photoionization Interferometry<br>Data:- XUV ionization data (Claude Marceau)- ADM fitting and extraction (Varun Makhija)- BLM fitting and matrix element extraction (Paul Hockett)- ePolyScat calculations (Paul Hockett)- Tabulated matrix elements and Blms for MFPADs (Paul Hockett)<br>Data currently supplied in Matlab format only, see .m file for further details and data plotting routines. Additional tabulated data in XML format (spreadsheet).<br>To process the ePolyScat results, use ePSproc, https://github.com/phockett/ePSproc
DOI: 10.6084/m9.figshare.4480178
title: Cap.5 - Actors Facebook Images.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480181.v1
title: Cap.2 - Actors.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480178.v2
title: Cap.5 - Actors Facebook Images.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480160
title: Cap.6 - CAPS ? !.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480169
title: Cap. 6 - Queries frequency post and comments.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480178.v1
title: Actors Facebook Images.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480160.v1
title: Cap.6 - CAPS ? !.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480148
title: Cap.4 - Queries Network.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480145
title: Cap.1 - Google Search Results with Queries.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480169.v2
title: Cap. 6 - Queries frequency post and comments.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480148.v1
title: Cap.4 - Queries Network.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480169.v1
title: Queries frequency post and comments.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480094
title: Cap.3 - Facebook Like Networs (Edges&Nodes).xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480145.v2
title: Cap.1 - Google Search Results with Queries.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480145.v1
title: Google Search Results with Queries.xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480349.v9
title: Bootstrapping to the Molecular Frame with Time-domain Photoionization Interferometry

description: Manuscript, supplementary materials and data.<br>Manuscript - Bootstrapping to the Molecular Frame with Time-domain Photoionization Interferometry<br>Docs (pdf):- Manuscript (arXiv 1701.08432, Jan 2017)- Manuscript Supplementary Materials (Jan 2017)- Data analysis summary (Oct. 2016)- Concept figure (April 2017)- E-dependence of MFPADs over 1 eV ranges, plotted from the ePolyScat calculations (May 2017)<br>Data:- XUV ionization data (Claude Marceau)- ADM fitting and extraction (Varun Makhija)- BLM fitting and matrix element extraction (Paul Hockett)- ePolyScat calculations (Paul Hockett)- Tabulated matrix elements and Blms for MFPADs (Paul Hockett)<br>Code:- AFPAD_fitting_code_distro_190517.zip, AFPAD calculation and fitting codes (Paul Hockett)- Rotational wavepacket fitting code coming soon (Varun Makhija)<br><br>Data currently supplied in Matlab format only, see .m file for further details and data plotting routines. Additional tabulated data in XML format (spreadsheet).<br>To process the ePolyScat results, use ePSproc, https://github.com/phockett/ePSproc
DOI: 10.6084/m9.figshare.4480094.v2
title: Cap.3 - Facebook Like Networs (Edges&Nodes).xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480094.v1
title: Facebook Like Networs (Edges&Nodes).xlsx

description: migrants
DOI: 10.6084/m9.figshare.4480022
title: DOAC Dosing Manuscript Data.xlsx

description: Appropriateness of direct oral anticoagulant dosing
DOI: 10.6084/m9.figshare.4479893
title: 6_totalnews.xlsx

description: Dataset about total news article in 7 different periods