cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1259043.v1
title: README_Fvb_Tennessen.txt

description: read me file describing other files
DOI: 10.6084/m9.figshare.1259008.v1
title: Systematic Review: Retinal Degeneration

description: Meta-data on the article
DOI: 10.6084/m9.figshare.1259011.v1
title: The Effects of Acid Deposition on the Invasion of Ecosystems by Non-Native Species: A Systematic Review

description: The effects of acid deposition on invasive species was analyzed using 25 peer-reviewed journal articles.The purpose was to determine whether acid deposition aids in or inhibits the invasion of ecosystems, and to identify gaps in this body of research. Searches were conducted using Web of Science and Google Scholar in November 2014. Results were filtered based of relevance to the topic, and non-relevant articles were excluded from the review.
DOI: 10.6084/m9.figshare.1258993
title: Evaluating alternative weather inputs for hydrologic modeling in the tropics: an application to Puerto Rico

description: This R script and data are associated with a paper in <i>Hydrological Processes</i>.http://onlinelibrary.wiley.com/doi/10.1002/hyp.10860/abstractCorrectly representing weather is critical to hydrological modelling, but scarce or poor quality observations can often compromise model accuracy. Reanalysis datasets may help to address this basic challenge. The Climate Forecast System Reanalysis (CFSR) dataset provides continuous, globally available records, and CFSR data have produced satisfactory hydrological model performance in some temperate and monsoonal locations. However, the use of CFSR for hydrological modelling in tropical and semi-tropical basins has not been adequately evaluated. Taking advantage of exceptionally high rainfall station density in the catchments of the Rio Grande de Loiza above San Juan, Puerto Rico, we compared model performance based on CFSR records with that based on publicly available weather stations in the Global Historical Climate Network (GHCN, <em>n</em> = 21) and on a dataset of rainfall records maintained by the United States Geological Survey Caribbean Water Science Center (USGS, <em>n</em> = 24). For an implementation of the Soil and Water Assessment Tool (SWAT) with subbasins defined at 11 streamflow gages, uncalibrated measures of Nash–Sutcliffe efficiency (NSE) were &gt;0 at 8 of 11 gages using USGS precipitation data for daily simulations over the period 1998–2012, but were &lt;0 using GHCN weather station records (8 of 11) and CFSR reanalysis data (9 of 11). Autocalibration of individual SWAT models for each of the 11 basins against each of the available weather datasets yielded NSE values &gt; 0 using all precipitation inputs, including CFSR. However, the ground weather station closest to the geographic basin centre produced the highest NSE values in only 5 of 11 cases. The spatially interpolated CFSR data performed as well or better than single ground observations made further than 20–30 km, and sometimes better than individual weather stations &lt;10 km from the basin centroid. In addition to demonstrating the need to evaluate available weather inputs, this research reinforces the value of CFSR data as a means to supplement ground records and consistently determine a baseline for hydrologic model performance.
DOI: 10.6084/m9.figshare.1259002
title: Hammerhead-sys-rev meta data

description: Meta-data-for systematic reveiw for biology 3250
DOI: 10.6084/m9.figshare.1259007
title: BFR Training: A Brief Review

description: Excel organized data used for systematic review of muscle hypertrophy and strength gains using BFR training.
DOI: 10.6084/m9.figshare.1259006
title: BFR Training: A Brief Review

description: A review of existing studies looking at BFR training. This review looks at the suggested benefits of BFR training and muscle hypertrophy and strength gains.
DOI: 10.6084/m9.figshare.1259007.v1
title: BFR Training: A Brief Review

description: Excel organized data used for systematic review of muscle hypertrophy and strength gains using BFR training.
DOI: 10.6084/m9.figshare.1259023.v1
title: 10.1371/journal.pone.0115525

description: Paper data PLOS ONE Pardo et al. FUNDING : FONDECYT 1110445
DOI: 10.6084/m9.figshare.1258993.v1
title: Evaluating alternative weather inputs for hydrologic modeling in the tropics: an application to Puerto Rico

description: This R script and data are associated with a paper in <i>Hydrological Processes</i>.http://onlinelibrary.wiley.com/doi/10.1002/hyp.10860/abstractCorrectly representing weather is critical to hydrological modelling, but scarce or poor quality observations can often compromise model accuracy. Reanalysis datasets may help to address this basic challenge. The Climate Forecast System Reanalysis (CFSR) dataset provides continuous, globally available records, and CFSR data have produced satisfactory hydrological model performance in some temperate and monsoonal locations. However, the use of CFSR for hydrological modelling in tropical and semi-tropical basins has not been adequately evaluated. Taking advantage of exceptionally high rainfall station density in the catchments of the Rio Grande de Loiza above San Juan, Puerto Rico, we compared model performance based on CFSR records with that based on publicly available weather stations in the Global Historical Climate Network (GHCN, <em>n</em> = 21) and on a dataset of rainfall records maintained by the United States Geological Survey Caribbean Water Science Center (USGS, <em>n</em> = 24). For an implementation of the Soil and Water Assessment Tool (SWAT) with subbasins defined at 11 streamflow gages, uncalibrated measures of Nash–Sutcliffe efficiency (NSE) were &gt;0 at 8 of 11 gages using USGS precipitation data for daily simulations over the period 1998–2012, but were &lt;0 using GHCN weather station records (8 of 11) and CFSR reanalysis data (9 of 11). Autocalibration of individual SWAT models for each of the 11 basins against each of the available weather datasets yielded NSE values &gt; 0 using all precipitation inputs, including CFSR. However, the ground weather station closest to the geographic basin centre produced the highest NSE values in only 5 of 11 cases. The spatially interpolated CFSR data performed as well or better than single ground observations made further than 20–30 km, and sometimes better than individual weather stations &lt;10 km from the basin centroid. In addition to demonstrating the need to evaluate available weather inputs, this research reinforces the value of CFSR data as a means to supplement ground records and consistently determine a baseline for hydrologic model performance.
DOI: 10.6084/m9.figshare.1259002.v1
title: Hammerhead-sys-rev meta data

description: Meta-data-for systematic reveiw for biology 3250
DOI: 10.6084/m9.figshare.1259006.v1
title: BFR Training: A Brief Review

description: A review of existing studies looking at BFR training. This review looks at the suggested benefits of BFR training and muscle hypertrophy and strength gains.
DOI: 10.6084/m9.figshare.1258901
title: Ранговий розподіл видань у депозитарії електронних копій наукової періодики України

description: Висвітлено нормативно-правові засади та інформаційно-технологічні аспекти формування документальних ресурсів депозитарію наукової періодики України. Запропоновано показники для аналізу ступеня їхньої інтегрованості в систему наукових комунікацій. Проведено аналіз рангового розподілу видань у депозитарії за ступенем інтегрованості й констато-вано його відповідність закономірності концентрації та розсіювання інформації.
DOI: 10.6084/m9.figshare.1258910
title: БІБЛІОМЕТРИЧНІ ПОКАЗНИКИ НАУКОВОЇ ПЕРІОДИКИ УКРАЇНИ

description: У статті розглянуто стан представлення українських періодичних наукових<br>видань у міжнародних наукометричних системах та їх бібліометричні показники.
DOI: 10.6084/m9.figshare.1258910.v1
title: БІБЛІОМЕТРИЧНІ ПОКАЗНИКИ НАУКОВОЇ ПЕРІОДИКИ УКРАЇНИ

description: У статті розглянуто стан представлення українських періодичних наукових<br>видань у міжнародних наукометричних системах та їх бібліометричні показники.
DOI: 10.6084/m9.figshare.1258899
title: Національні індекси наукового цитування

description: The article consider international scientometrics database and stated lack of representation in these non-English editions. Represented<br>global experience in the formation of national scientific citation indexes.The publication determines the feasibility of establishing<br>Ukrainian scientometrics database.
DOI: 10.6084/m9.figshare.1258900
title: Когнітивно орієнтовані ресурси й наукові Інтернет-комунікації

description: The article consider cognitive aspects of Internet-communications and stated that in general cases the transfer of knowledge from the<br>author to the user accompanied by some loss of information, that is entropy. Determined approach to reducing information entropy – a<br>cognitive-oriented network resources that provide information about the authors of documentary information. The publication examines<br>the convergence of documentaries and cognitive oriented resource that is in the V. Vernadskyi National Library of Ukraine through the<br>organization of hypertext links between them.
DOI: 10.6084/m9.figshare.1258899.v1
title: Національні індекси наукового цитування

description: The article consider international scientometrics database and stated lack of representation in these non-English editions. Represented<br>global experience in the formation of national scientific citation indexes.The publication determines the feasibility of establishing<br>Ukrainian scientometrics database.
DOI: 10.6084/m9.figshare.1258901.v1
title: Ранговий розподіл видань у депозитарії електронних копій наукової періодики України

description: Висвітлено нормативно-правові засади та інформаційно-технологічні аспекти формування документальних ресурсів депозитарію наукової періодики України. Запропоновано показники для аналізу ступеня їхньої інтегрованості в систему наукових комунікацій. Проведено аналіз рангового розподілу видань у депозитарії за ступенем інтегрованості й констато-вано його відповідність закономірності концентрації та розсіювання інформації.
DOI: 10.6084/m9.figshare.1258898
title: Наукова періодика України та бібліометричні дослідження

description: Systematized technical bases of formation and use of scientific electronic periodicals of<br>Ukraine, based on convergence of scientific and publishing, library and informational, as<br>well as bibliometric technologies, were developed. The generalization of empirical and<br>ranked regularities in library science, linguistics and study of science for their mathematical<br>description as one Act was carried out. The expedience of combining qualitative and<br>quantitative methods of outcomes evaluation of scholars and research organizations activity<br>through conducting of expert analysis of materials, obtained in the course of formalized<br>bibliometric research was grounded. Delimitation of areas of rational use of international<br>bibliometric systems for current monitoring accomplishment of the national science and<br>implementation of complex scientific researches was carried out.<br>The edition is oriented at scholars and practicians in the field of scientific<br>communications, ICT, students and the general public who take an interest in this issue.
DOI: 10.6084/m9.figshare.1258898.v1
title: Наукова періодика України та бібліометричні дослідження

description: Systematized technical bases of formation and use of scientific electronic periodicals of<br>Ukraine, based on convergence of scientific and publishing, library and informational, as<br>well as bibliometric technologies, were developed. The generalization of empirical and<br>ranked regularities in library science, linguistics and study of science for their mathematical<br>description as one Act was carried out. The expedience of combining qualitative and<br>quantitative methods of outcomes evaluation of scholars and research organizations activity<br>through conducting of expert analysis of materials, obtained in the course of formalized<br>bibliometric research was grounded. Delimitation of areas of rational use of international<br>bibliometric systems for current monitoring accomplishment of the national science and<br>implementation of complex scientific researches was carried out.<br>The edition is oriented at scholars and practicians in the field of scientific<br>communications, ICT, students and the general public who take an interest in this issue.
DOI: 10.6084/m9.figshare.1258799
title: Sleep restriction during simulated wildfire suppression: effect on physical task performance_FigshareRaw

description: PONE-D-14-36012 10.1371/journal.pone.0115329 Raw data from above manuscript
DOI: 10.6084/m9.figshare.1258839
title: Salt Precipitation in sea ice and its effect on albedo, with application to Snowball Earth

description: Dataset supporting the paper titled "Salt precipitation in sea ice and its effect on albedo, with application to Snowball Earth"
DOI: 10.6084/m9.figshare.1258839.v1
title: Salt Precipitation in sea ice and its effect on albedo, with application to Snowball Earth

description: Dataset supporting the paper titled "Salt precipitation in sea ice and its effect on albedo, with application to Snowball Earth"
DOI: 10.6084/m9.figshare.1257838
title: Silver standard concept annotations from biomedical texts with special relevance to phenotypes

description: This dataset documents the results achieved by applying four concept recognition systems to text minining phenotypes from unstructured data. It comprises the individual stand-off annotations created by the systems on four corpora. In addition, for each textual corpus, system-based silver standard corpora have been created using both exact matching, as well as sentence-level matching. The four systems are: * NCBO Annotator * MetaMap * cTAKES * BeCAS The four corpora are: * Pubmed: A corpus of 2,163 publication abstracts from Pubmed * CT_Phenotype: A corpus of 906 clinical trials from http://clinicaltrials.gov/ * i2b2: The i2b2 corpus * SHARE: The ShARE/CLEF e-health 2013 Task 1 testing dataset All annotations are stored in stand-off tab based format in files carrying the names corresponding to the files listed in the original corpus. In the case of the Pubmed and CT_Phentoype corpora, the file names represent Pubmed or Clinical Trials IDs, which can be directly retrived from their original publishers. The stand-off annotation format is: startOffset::endOffset [tab] original text span [tab] list of CUIs separated by comma. Silver standard corpora created from the system annotations ommit the original text span and list only the offsets and the CUIs.
DOI: 10.6084/m9.figshare.1257833
title: A Systematic Review of the Current Practices and Regimes for Sports-Related Concussions of Athletes

description: In exploration of the current status of research and investigations on sport-related concussions on athletes reviews and critical analyzes ,current research designs and treatments used were of focus. Extensive research of both current research publications and systematic reviews was performed using the York University Library associated search engine Web of Science. Publications were screened using the following criteria: methods for recovery present, date of re-test, diagnostic testing method, gender balance of sample, and the factor tested for among athletes. The IMPACT testing modules was used by 50% of researchers in the publications screened, while the remaining studies utilized a variety of different modules. The majority of re-test dates occurred within three days of the initial concussive incident, 44.44%. Where in conjunction, the majority of studies showed a strong skew toward male sample participants 77.78%.
DOI: 10.6084/m9.figshare.1257838.v1
title: Silver standard concept annotations from biomedical texts with special relevance to phenotypes

description: This dataset documents the results achieved by applying four concept recognition systems to text minining phenotypes from unstructured data. It comprises the individual stand-off annotations created by the systems on four corpora. In addition, for each textual corpus, system-based silver standard corpora have been created using both exact matching, as well as sentence-level matching. The four systems are: * NCBO Annotator * MetaMap * cTAKES * BeCAS The four corpora are: * Pubmed: A corpus of 2,163 publication abstracts from Pubmed * CT_Phenotype: A corpus of 906 clinical trials from http://clinicaltrials.gov/ * i2b2: The i2b2 corpus * SHARE: The ShARE/CLEF e-health 2013 Task 1 testing dataset All annotations are stored in stand-off tab based format in files carrying the names corresponding to the files listed in the original corpus. In the case of the Pubmed and CT_Phentoype corpora, the file names represent Pubmed or Clinical Trials IDs, which can be directly retrived from their original publishers. The stand-off annotation format is: startOffset::endOffset [tab] original text span [tab] list of CUIs separated by comma. Silver standard corpora created from the system annotations ommit the original text span and list only the offsets and the CUIs.
DOI: 10.6084/m9.figshare.1257833.v1
title: A Systematic Review of the Current Practices and Regimes for Sports-Related Concussions of Athletes

description: In exploration of the current status of research and investigations on sport-related concussions on athletes reviews and critical analyzes ,current research designs and treatments used were of focus. Extensive research of both current research publications and systematic reviews was performed using the York University Library associated search engine Web of Science. Publications were screened using the following criteria: methods for recovery present, date of re-test, diagnostic testing method, gender balance of sample, and the factor tested for among athletes. The IMPACT testing modules was used by 50% of researchers in the publications screened, while the remaining studies utilized a variety of different modules. The majority of re-test dates occurred within three days of the initial concussive incident, 44.44%. Where in conjunction, the majority of studies showed a strong skew toward male sample participants 77.78%.
DOI: 10.6084/m9.figshare.1257813
title: Systematic review of Adiponectin effect on cancer development

description: The data is aanalysisi from 1045 articles which were searched for Adiponectin AND CANCER.IT narrows it down to biophysical aspect of the topic
DOI: 10.6084/m9.figshare.1257814
title: A systematic review of Red Knots

description: A systematic review was conducted using Web Of Science for all years with search terms “red” and “knots”. A total of 641 were the result for this search. The search was refined for only articles in ecology and articles in field of genetics, biochemistry were excluded. This refined the total search to 83 articles of which 4 were excluded (2 were proceeding papers and 2 were not on Red Knots) (Figure 1). The remaining 79 research articles were categorized by studies conducted on each subspecies of Red Knots
DOI: 10.6084/m9.figshare.1257813.v1
title: Systematic review of Adiponectin effect on cancer development

description: The data is aanalysisi from 1045 articles which were searched for Adiponectin AND CANCER.IT narrows it down to biophysical aspect of the topic
DOI: 10.6084/m9.figshare.1257814.v1
title: A systematic review of Red Knots

description: A systematic review was conducted using Web Of Science for all years with search terms “red” and “knots”. A total of 641 were the result for this search. The search was refined for only articles in ecology and articles in field of genetics, biochemistry were excluded. This refined the total search to 83 articles of which 4 were excluded (2 were proceeding papers and 2 were not on Red Knots) (Figure 1). The remaining 79 research articles were categorized by studies conducted on each subspecies of Red Knots
DOI: 10.6084/m9.figshare.1257784
title: Meta-data of articles

description: Metadata of articles included in systematic review
DOI: 10.6084/m9.figshare.1257785
title: Voting Behavior, Coalitions and Government Strength through a Complex Network Analysis

description: We analyze the network of relations between parliament members according to their voting behavior.<br>In particular, we examine the emergent community structure with respect to political coalitions<br>and government alliances. We rely on tools developed in the Complex Network literature to explore<br>the core of these communities and use their topological features to develop new metrics for party<br>polarization, internal coalition cohesiveness and government strength. As a case study, we focus<br>on the Chamber of Deputies of the Italian Parliament, for which we are able to characterize the<br>heterogeneity of the ruling coalition as well as parties specific contributions to the stability of the<br>government over time. We find sharp contrast in the political debate which surprisingly does not<br>imply a relevant structure based on establised parties. We take a closer look to changes in the<br>community structure after parties split up and their effect on the position of single deputies within<br>communities. Finally, we introduce a way to track the stability of the government coalition over<br>time that is able to discern the contribution of each member along with the impact of its possible<br>defection. While our case study relies on the Italian parliament, whose relevance has come into the<br>international spotlight in the present economic downturn, the methods developed here are entirely<br>general and can therefore be applied to a multitude of other scenarios.
DOI: 10.6084/m9.figshare.1257785.v1
title: Voting Behavior, Coalitions and Government Strength through a Complex Network Analysis

description: We analyze the network of relations between parliament members according to their voting behavior.<br>In particular, we examine the emergent community structure with respect to political coalitions<br>and government alliances. We rely on tools developed in the Complex Network literature to explore<br>the core of these communities and use their topological features to develop new metrics for party<br>polarization, internal coalition cohesiveness and government strength. As a case study, we focus<br>on the Chamber of Deputies of the Italian Parliament, for which we are able to characterize the<br>heterogeneity of the ruling coalition as well as parties specific contributions to the stability of the<br>government over time. We find sharp contrast in the political debate which surprisingly does not<br>imply a relevant structure based on establised parties. We take a closer look to changes in the<br>community structure after parties split up and their effect on the position of single deputies within<br>communities. Finally, we introduce a way to track the stability of the government coalition over<br>time that is able to discern the contribution of each member along with the impact of its possible<br>defection. While our case study relies on the Italian parliament, whose relevance has come into the<br>international spotlight in the present economic downturn, the methods developed here are entirely<br>general and can therefore be applied to a multitude of other scenarios.
DOI: 10.6084/m9.figshare.1257782
title: Deputies' votes

description: The file contains data on deputies' votes from 05/2013 to 12/2013 and the relevant Italian Chamber of Deputies poll (as described in votazioni.json) they refer to.
DOI: 10.6084/m9.figshare.1257778
title: Partition from modularity score

description: The folder contains txt files with the partitions generated by modularity algorithm. Monthly partitions are numbered from 05 (may) to 12 (december) while CNpa.txt refers the graph of all (pooled) votes occurred between may and december 2013. Each lines contains a couple (uri deputy , partition) separated by a tab.