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Several pitfalls with the use of these datasets have been identified in the literature, as well as useful guidelines for generating more effective decoy datasets.
The report also notes that the rules governing use of these datasets "are not defined in legislation".
Data availability is rapidly improving, and new algorithms and computer processing capacities allow for better use of these datasets.
However, broader use of these datasets is limited as they typically include only a single type of data (e.g., water quality) or lack supporting geographic data.
To assist with the use of these datasets we further provide an information file for each run containing the characteristics of every dataset in the Pareto-optimal front.
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Successful data integration and mediation will make the re-use of these datasets more viable and valuable.
Given, the diversity of datasets, and the possibility of overlapping uses of these datasets, it is important that the degree of agreement or disagreement between them be understood.
The Guardian Datablog in particular has pioneered the use of these open datasets and often raised awareness of important matters of public interest by analysing, visualising and mapping them.
The facets of the MaFFMaP include steps toward improving the quantity and quality of data resources regarding this hazard, aspects for use of these new datasets within a mixed-measure (structural and non-structural) approach from the authorities, and programmes for building community and civil society capacity through improving awareness and engagement.
Use of these spatial datasets enabled the measurement of the share of rural population on less favored agricultural land for the 35 LAC countries in 2000, the mid-point of the 1990 2011 estimation period.6.6
Our use of these two datasets ("all" contigs of ≥100 bp and "long" contigs of >500 bp) allowed us to evaluate SNP frequencies in long transcripts.
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