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Products gather parameter category, e.g. temperature and salinity of the water column are in a single product. Observation data sets also managed by the infrastructure are managed individually per sampling features (e.g. vertical profile, time series, trajectories, …), per observing platform.
Seadatanet provides compilation of data sets over decades for climatological study purpose.
The products group observations spatially, by sea basin (e.g. Black Sea, Baltic Sea, Arctic Ocean, North Atlantic Ocean, ...)
2. How are the data products of your RI stored - as separate “static” files, in a database system, or a combination?
The products are separated static files. The input observations also managed by the infrastructure are managed heterogenously in databases or files. The harmonization is done thanks to web services on top of the datasets.
For product version is managed (DOI are minted). For observation only the best (latest) copy is managed.
Yes
Yes if it enables to detect quality control updates in the dataset.
No
Yes
A central system called Common Data Index (CDI) delivers identifiers for observations. However the identifier is delivered 3 to 5 years after observation is done. Local identifiers are also used by the data centres of the network. We are looking into using UUID for observations or observing platforms. If one UUID is associated with each platform, then the identification of observations dataset is going to be eased. We are looking into OGC/PUCK standard interfaces to get these unique identifiers.
IGSN is sometimes used for geological sampling.
No
Yes product have UUID and DOIs
See above
DataCite DOIs are defined after automated UUID, for example: http://dx.doi.org/10.12770/2a5c1396-f832-4500-8faa-8cfeeded1ebb
No, cost are shared by differents infrastructures and small regaring the overall budget.
a) How does your “designated scientific community” (typical data users) primarily use your data products? As input for modelling, or for comparisons?
Comparison, local study
b) Do your primary user community traditionally refer to datasets they use in publications:
By providing information about producer, year, report number if available, title or short description in the running text (e.g. under Materials and Methods)?
By adding information about producer, year, report number if available, title or short description in the References section?
By DOIs, if available, in the References section? Would like to push for using DOIs.
By using other information?
c) Is it important to your data users to be able to refer to specific subsets of the data sets in their citation? Examples:
Date and time intervals
Geographic selection
Specific parameters or observables
For SeaDatNet strictly speaking the priority is to enalbe citation of the whole datasets which is static.
If we extend the scope to marine data management, subsetting is important (x,y,t, observed properties) but, in case of citation, no as much as snapshot tag, or quality assessment method applied to dataset which can evolve continuously. There is a challenge to improve this.
d) Is it important to be able to refer to many separate datasets in a collective way, e.g. having a collection of “all data” from your RI represented by one single DOI?
Datasets are compiled together in a specific process to harmonized data for specific usage (e.g. cliamtology). Then the product is cited and has its own DOI.
Not a priority to cite on-demand compilation yet.
e) What strategy does your RI have for collecting information about the usage of your data products?
Downloads/access Authentication of data access (user directory). Log analysis.
Visualization at your own data portal Non authenticated. Log analysis
Visualization at other data portals Non authenticated. Log and refererer analysis
References in scientific literature “Manual” survey done with the support a library team.
References in non-scientific literature “Manual” survey done with the support a library team.
Scientific “impact” “Manual” survey done with the support a library team.
f) Who receives credit when a dataset from your RI is cited? Hereafter is what should be done, not what is available
The RI itself yes
The RI’s institutional partners (all or in part, depending on the dataset contents)
yes, with weight or specific feedback (dashboards) related to the onctribution of each.
Experts in the RI’s organization (named individuals)
no (data managers or IT experts should be transparent, neutral in the process of data delivery)
“Principal investigators” in charge of measurements or data processing (named individuals)
yes, they are the one contributing to the RI by providing data
Staff (scientists, research engineers etc.) performing the measurements or data processing (named individuals)
yes, they are the one contributing to the RI by providing data
What steps in tooling, automation and presentation do you consider necessary to improve take up of identification and citation facilities and to reduce the effort required for supporting those activities?
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