Data size and type Sample Clauses

Data size and type. On the question what the data size is or will be, the replies were very diverse. Some projects give the amount of data per time unit, others per file, and others the total size. The size of single observations or events varies between tens of KB to tens of TB. The data production varies from a few TB to a few EB per year. From the answers we can see that astronomy projects (with “observation-based” data products) have pre-defined targets on the sky, with data products planned specifically with science goals for that target in mind. Particle and astroparticle scientists work on “experiment” data - where conditions are created within an experiment that will trigger data capture and the generation of data products when a particular event (e.g particle interaction / decay shower) occurs. Citizen science also tends to see results as “experiment” based, since here too conditions are set up which will lead to the generation of results but with no direct control over precisely when (or from which citizen contributors) these results will happen. However, even in astronomy, we can easily imagine use cases where we need to consider an “experiment” approach - where the collection of data products presented to the users enables statistical analyses that go far beyond any individual “observation” or single project.
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