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2.3 Challenges encountered whilst collating and comparing data
We recognize that countries are free to adopt their own approaches to implement the WFD
and, as a result, this exercise has to work with the data that are supplied. Consistency in data
collection within a country allows historical comparisons which may reveal trends in water
quality and ecological status. However, this creates some challenges when attempting to
compare national approaches.
Two principal challenges were encountered whilst compiling this report, and readers need to be
aware of these as they interpret outcomes. The first is where different assessment concepts
were applied to the same supporting element and the second is ambiguity in data reporting.
The latter may, in some cases, reduce over time as national experts notice discrepancies in the
outputs reported for their country and we encourage everyone to communicate any changes
that are needed in order to improve these outputs in the future.
2.3.1 Different assessment concepts
A good example of differences in assessment concept is the use of either concentration of
dissolved oxygen or percent saturation as a measure. The two values are, in theory,
interchangeable if the temperature was recorded at the time that the measurement was made
but this is rarely possible with the high-level aggregations of data used in this exercise. Both
approaches are valid means of assessing the oxygenation state of water bodies but national
standards can only be compared with others that use the same parameter.
A similar issue was encountered in the use of ammonium-N and unionized ammonia. Although
most countries use ammonium-N, toxicity is exerted through the action of unionized ammonia
on cells and the equilibrium between ammonium and ammonia depends upon pH. In practice,
too few countries measure unionized ammonia for this to be the basis of EU-wide comparisons.
Finally, a range of statistical metrics are used, including annual averages, seasonal averages,
upper and lower percentiles (Table 2.2). There will be, in many cases, good reasons behind
these choices, and the differing levels of risk associated to particular measures may be reflected
in the decision-making process. However, there are also, we suspect, national conventions that
predate the WFD and which may benefit from being revisited.
2.3.2 Ambiguity with data reporting:
Many countries report ranges, which can mean different things:
- If reported for “All” types, the range can be for many national types (often spanning several
broad types). There may, indeed, be no reason to expect variation between types for some
supporting elements;