Introduction to Open Access Data

To compile the data presented in this study we reviewed literature, specimen’s records from museums, open access databases, and the species collected during recent samplings made in 2011 by Universidad Nacional de Colombia-Sede Caribe and the Seaflower Expeditions 2016 and 2017.

Recently, the Molecular Atlas of Lung Development Program (LungMAP) was funded by the National Heart, Lung, and Blood Institute to develop an integrated open access database (known as BREATH) to characterize the molecular and cellular anatomy of the developing lung.

Indeed, only half of the search systems analyzed and only a few Open Access databases can be recommended for evidence syntheses without adding substantial caveats.

Specifically, using open access data of terrorist attacks occurred worldwide from 1997 to 2016, we build a multi-partite network that includes terrorist groups and related information on tactics, weapons, targets, active regions.

Trial registration This study was not registered in an open access database.

Furthermore, in this work, we release for the first time code for DANN evaluation in open access datasets for computational pathology.

Methods This was a “virtual” study in which weight estimates were generated using the PAWPER XL-MAC tape and Broselow tape 2007B and 2011A editions in a very large open access dataset.

The proposed methodology has been tested on signals acquired from physionet open access database for clinical relevance.

All data were standardised into units of cigarettes consumed per year in each country, a detailed accounting of data quality and sourcing was prepared, and all collected data and metadata were made freely available in an open access dataset.

An increasing number of trait data is available for many different organism groups, published as open access data on a variety of file hosting services.

Nineteen national and international scientific publications, published between 2010 and 2015, were selected in open access databases.

In light of this, the present study employs transition networks to construct trails and analyze the behavioral patterns of the world’s five most active jihadist groups using open access data on terror attacks from 2001 to 2016.

What is MetaboLights? MetaboLights [3] is the first general purpose, open access [4] repository for metabolomics [5] studies, their raw experimental data and associated metadata [6], maintained by one of the major open access data providers in molecular biology (Figure 1).

In model evaluations, we used one of the largest open access dataset, i.

Although, additionally it also forms the basis of an open access data resource for future research.

Nineteen national and international scientific publications, published between 2010 and 2015, were selected in open access databases.

We supplement our study with Open Access database containing information about type of medication, comorbid mood disorder, and detailed measurement of the severity of BD symptoms for sharing and accumulating multidisciplinary knowledge aiming to support the development of interventions.

When applied to open access databases, the proposed algorithm performed better than conventional back-propagation based CNN methods.

We combined literature review, analyses of open access data, and logical argument to assess abiotic and biotic characters of freshwater systems across gradients of latitude and elevation that drive precipitation, temperature, and other variability.

Trial registration This study was not registered in an open access database.

The methods are illustrated using an example of longitudinal micro-data from the Agincourt HDSS, one of a number of open access datasets available through the INDEPTH iShare2 data repository.

eu ) which served as a open access database for authentic math problems in the environment.

Methods: Open access data were sourced from the 2015 Social Survey on Living and Disaster Recovery (SSLDR) (N = 1439) of Fukushima citizens.

We document important milestones for South African amphibian conservation, including the first Biodiversity Management Plan for Species (BMP-S) for Hyperolius pickersgilli , a smart device app that uploads locality data to an open access database, 15 years of monitoring data and new amphibian identification books for adults and children.

However, using open access data presents challenges for researchers in understanding the data.

Our objective was, using open access databases with indicators across all the European seas with agreed targets, to demonstrate if the Nested Environmental status Assessment Tool (NEAT), can be used at the European scale, serving to managers and policy-makers as a tool to assess the environmental status under the Marine Strategy Framework Directive (MSFD).

The open access database from Mammalian Crania Photographic Archive 2 nd Edition (MCPA2) was used for cranial characterization analysis.

Digital elevation models (DEMs) ASTER GDEM Version 2, GMTED2010, and open access data of the drainage network at a scale of 1 : 1,000,000 were the inputs for the identification of drainage basin borders of the area of interest.

Such collaborations are increasingly facilitated by, and dependent upon, sharing open access data from a variety of disciplinary communities and data sources, including those within biology, paleontology, and archaeology.

Using integrated analyses of open access data, we could specifically identify ESE‐disrupting variants.

Open access data from a healthy population of 567 participants (aged 18–88 years).

Case studies conducted on an open access dataset from Ireland demonstrate the effectiveness and superiority of the proposed framework.

It now provides unprecedented data coverage under an open access data policy and is the main plant trait database used by the research community worldwide.

Through the ecological interpretation of both inferred microbial association networks and available knowledge on diatom interactions compiled in an open access database, we propose an eco-systems level understanding of diatom interactions in the ocean.

International Social Survey Programme (ISSP), Gallup World Polls, Eurobarometer) and provides a comprehensive review of available open access data sets.

Specific features of the methodology and developed software for estimating the generation of energy by wind power plants based on weather stations open access data are considered.

With this open access data platform we demonstrate the path forward for scientists and practitioners promoting a cross-exchange of expertise through openly sharing of in-situ and model data.

Here we present a new, open access database that contains information describing (mainly) mineral phases and (minor) glass compositions of distal and proximal deposits from the Miocene to the present day.

Methods: This was a descriptive study based on open access data on ANC and SBA use between 2012 and 2015 available through the Global Health Observatory of WHO.

This document presents an exploratory documentary research that explains public policies adopted by several Higher Education institutions in terms of inclusion and functional diversity, mainly in the Universidad Autonoma de Nayarit, therefore, a search was run on open access databases.

An open access data basis of life-like measurements is presented to allow testing and comparison of signal processing and simulation algorithms.

Embracing key technologies, high quality open access data, modelling and satellite observations, it will support sustainable blue growth, warning and forecasting coastal services and healthy marine ecosystem.

htm ), an open access database currently consisting of 813 emotional pictures.

Along with the Cancer Genome Project, various open access databases, including The Cancer Genome Atlas and Gene Expression Omnibus, provide large volumes of data, which allow researchers to explore responsive or resistant biomarkers of immune checkpoint inhibitors.

This document presents an exploratory documentary research that explains public policies adopted by several Higher Education institutions in terms of inclusion and functional diversity, mainly in the Universidad Autonoma de Nayarit, therefore, a search was run on open access databases.

All data and their accompanying documentation were prepared to form an open access data source: the iCoverT (osf.

Methods We used primary field observations, open access data, and climatic niche modeling to construct climatic niches of four owlets for four periods, the Last Interglacial (~120–140 Ka), Last Glacial Maximum (~22 Ka), Mid‐Holocene (~6 Ka), and Current (1960–1990).

METHODS We analyzed the open access data of the Eurobavar study, which contains a set of ECG and arterial blood pressure (BP) wave signals recorded at 11 European centers.

The introduction of open access data policies by research councils, the enforcement of best practices, and the deployment of persistent online repositories have enabled datasets that support results in scientific papers to become more widely accessible.

We used two datasets to train and validate our approach, the first composed by images from the DIV2K open access dataset and the second by images from Sentinel-2 satellite.

org) is an open access database dedicated to the curation and archival storage of protein, genetic and chemical interactions for all major model organism species and humans.

7 million articles from the PubMed Open Access dataset, and evaluated them based on a biomedical benchmark set containing 100 sentence pairs annotated by human experts and a smaller contradiction subset derived from the original benchmark set.

OASIS-3 is available as an open access data set to the scientific community to answer questions related to healthy aging and dementia.

Here we present an open access database ‘FlavoDb’ that is focused on providing physicochemical properties as well as topological descriptors that can be effectively implemented in deducing large scale quantitative structure property models of flavonoid compounds.

In this paper, a validated approach for estimating drivetrain concept-specific risk of unplanned maintenance based on open access data is presented.

Acknowledging the absence of a thorough investigation at the geographic level, we used 2014 outbreak sequence information from the Taiwan government’s open access databases plus GenBank records to analyze PEDV dissemination among Taiwanese pig farms.

As a methodology, the literature review was carried out in open access databases: EmeraldInsight, SciELO, Redalyc; and the consultation of policies and reports of international organizations and, laws of the Ecuadorian government and research carried out in Ecuador, for the importance of establishing minimum wages according to the basic and real needs of each country context.

We used the open access database of National Police Agency, Ministry of the Interior in Taiwan and analyzed all daily criminal cases of illicit drugs from 2013 to 2017 and monthly illicit drug enforcement data from the same database from 2002 to 2017.

Materials and Methods: by utilizing open access data, we determined KRT16 expression in LUAD.

The overall rate of open access, indexed publications that were not peer reviewed and/or included in open access databases was 6.

Total output and longitudinal trends were identified through a multi-database unified record approach considering thirteen databases and indexes for foreign and national journals (Scopus, Web of Science Core Collection, Biosis, Current Contents Connect, Zoological Record, Pubmed/Medline, SciELO Citation Index, Pascal and Francis, CABI Websites, CLASE and PERIÓDICA, and AGRIS), three open access databases (SciELO, Redalyc and Dialnet), two Cuban digital libraries of scholarly journals (Health Virtual Library (BVS) and InfoAgro) and 200 national certified academic journals.

We report here an update to DEPOD by integrating and/or linking to annotations from 69 other open access databases including disease associations, phosphorylating kinases, protein interactions, and also genome browsers.

NIRS data from an open access dataset containing five types of motion artifact (i.

To facilitate the identification of relevant open access data sources for PPH research a "one-stop" shop was created and tested.

We conduct the experiments on six open access data sets from different domains.

The fundus cataract images are collected from the various open access datasets and labelled into four stages with the help of ophthalmologic experts.

For this model, digitized ECG data was collected from open access databases such as PTB (for kidney patients) and Fantasia (for healthy people) from Physionet Database (www.

Therefore, we aimer at identifying and linting in an open access database all the proteins described so far as components of SGs.

Aqua and Terra satellite platforms have available the sensor MODIS (Moderate-Resolution Imaging Spectroradiometer) which has available open access data for earth observation.

Key Points Question What are the postdonation outcomes of living kidney donors? Findings In this cohort study of 10 869 living kidney donors from the ImmPort open access data repository, 9558 individuals’ postdonation data were analyzed.

But we agree that registration of the trial in an open access database would facilitate such verification, indeed.

With the increase of sonic life in digital spaces, new platforms for the exhibition of sound are emerging; from multisensory web interfaces, open access databases, apps for playing with sound, to experimental locative and geo-located pieces.

Information regarding open access databases for drugs, protein sequences, 3D protein structures; tools/software tools and servers for homology modeling, docking and pharmacophore modeling are listed and discussed.

Therefore, the objective of this article is to review the scientific literature proposed in open access databases according to the variables established for the search for information.

Persistent scatterer interferometry (PSI) with synthetic aperture radar (SAR) is a powerful tool to monitor land deformation with high precision using relatively low-cost technology, also thanks to the open access data of Sentinel-1, which provides global observations every 6 days at 20-m ground resolution.

Where possible, we make datasets collected over the course of the research in this thesis available as open access data.

Despite rapid evolution in the area of microbial natural products chemistry, there is currently no open access database containing all microbially produced natural product structures.

In addition, we have created an open access database for hyperspectral datasets collected from natural scenes in the UK and India.

The purpose of this article is to make available reliable open access data to allow replicability and enhance research in similar studies while giving first-hand information to users.

Today, Sentinel-1 (S1) and Sentinel-2 (S2) satellites present a good opportunity for operational SSM estimates in agricultural areas because they provide free and open access data at high spatial resolution (10 m x 10 m) and high revisit time (6 days over Europe).

The open access data of official web-site of Minzdrav of Russia and Roszdravnadzor were used for analysis and preparation of article.

Individual efforts have been undertaken to document flood defence failures but no systematically gathered large scale, open access dataset is currently available for thorough scientific research.

Another one new developed method is an estimation of carbohydrate-active family affiliation of unknown proteins using Markov hidden model similarities and open access databanks of protein sequences.

Patent registries, because they are available in open access databases, are great bases of technological knowledge, which can be used in research in several areas, among them smoke inhalation treatments.

In order to fill knowledge gaps on the fossil record of Mediterranean cold-water corals and to fully exploit the valuable potential of these organisms as palaeoenvironmental archives, the setup of a comprehensive open access database, including quality-controlled data on both modern and fossil species, is highly recommended.

Here we describe the open access dataset entitled “Longitudinal Brain Correlates of Multisensory Lexical Processing in Children” hosted on OpenNeuro.

Today, Sentinel-1 (S1) and Sentinel-2 (S2) satellites present a good opportunity for operational SSM estimates in agricultural areas because they provide free and open access data at high spatial resolution (10 m × 10 m) and high revisit time (6 days over Europe).

Despite the advancement of remote sensing technology and the availability of open access data and tools, the monitoring and surface water extraction works has not been carried out in Nepal.

The focus of this article is to evaluate different remote sensing indices and methods that can be used to identify wet areas in agricultural lands using open access data and software.

We customized an open access data collection application using Collector for ArcGIS and investigated its impacts on student engagement and perception of the incorporation of technology within an environmental science curriculum.