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> Combined CBC/BBS trends
2.3 Combined Common Birds Census (CBC)
and Breeding Bird Survey (BBS) trends
The field protocols for the two surveys are described in sections
2.1 and 2.2. As previously noted, the CBC has been an enormously
influential project, providing the main source of information on
national population levels in the UK since its inception. For all
its importance and impact, however, certain biases in coverage have
long been known. Coverage is predominantly in lowland south-eastern
Britain, where the numbers of potential volunteers are greatest.
Coverage in more sparsely populated upland regions has always been
much more patchy. Even within the well-covered regions, sites are
situated in a limited number of habitats, predominantly farmland
and woodland. Within this region, the results are nevertheless believed
to be broadly accurate (Fuller
et al. 1985). However, several species such as Wood
Warbler and Meadow Pipit have the greater part of their numbers
in the north or west of the country, outside the area adequately
covered. For these species, the CBC may not accurately reflect national
trends.
The BBS, on account of its more rigorous, stratified random sampling
design, and its simplicity in the field, produces data that better
cover the previously under-represented areas. In previous editions
of 'Breeding Birds in the Wider Countryside’ (e.g. Baillie
et al. 2002), indices have been published both from
CBC and BBS data, for those species with sufficiently large sample
sizes. The CBC was discontinued in 2000; from now on, BBS data will
be used in the production of national population trends dating back
to its year of establishment, 1994.
For many purposes, however, the presentation and analysis of longer
time-series will be required, dating back to before the establishment
of the BBS but coming right up to the present day. The calculation
of 25-year alert designations, as in this report, provides just
one example. This need has led to the BTO recently carrying out
research into the compatibility of indices from BBS and CBC data
in various years and regions, and the possibility of deriving trustworthy
long-term indices from the two data sources in combination (Freeman
et al. 2003). This research suggested that for the
vast majority of species considered there was no significant difference
between population trends, calculated from the two surveys, based
on that part of the country where CBC data are sufficient to support
a meaningful comparison. Where a statistically significant difference
was found, this was sometimes for very abundant species for which
the power to detect even a biologically insubstantial difference
was considerable. Within this region, therefore, long-term trends
based on CBC and BBS data can be produced for almost all species
previously monitored by the CBC alone. In Freeman
et al. (2003) this was the area covered by Fuller
et al. (1985), because CBC plots in that region were
shown to be representative of lowland farmland there. As this region
covers the bulk of England, and for consistency with the rest of
this report we have produced joint indices for CBC/BBS for the whole
of England (called CBC/BBS-England index), rather than just the
Fuller rectangle.
A second question then is whether one can obtain reliable trends
over the same period for the entire UK. That is, since prior to
1994 only CBC data are available, are the population trends within
the region well-covered by the CBC typical of those for the UK as
a whole? The shortage of CBC data in the north and west means that
the only way of investigating this is via the BBS data. Significant
regional variation in trends was found for approximately half the
species (see Freeman et
al. 2003 for full details). For such species, the regional
bias in CBC data means that no reliable UK index can be produced
prior to 1994. In summary, joint population indices dating back
to the start of the CBC can continue to be produced for that part
of the country well served by the CBC for almost all common species.
A similar UK index can be produced for only about 50% of species
(CBC/BBS-UK index).
The present ‘Breeding Birds in the Wider Countryside’
is the first since the close of the CBC and the first to present
joint CBC/BBS indices, in place of those derived solely from the
CBC. The model fitted to these combined data is that historically
employed for the BBS, a Generalized Linear Model with counts assumed
to follow a Poisson distribution and a logarithmic link function.
Standard errors were calculated via a bootstrapping procedure. For
presentation in the figures, both the population trend and its confidence
limits were also subsequently smoothed using a thin-plate smoothing
spline with 11 degrees of freedom.
Indices are
plotted as the blue line on the graphs, and provide a relative measure
of population size on an arithmetic scale with a 2000 value of 100.
If an index value increases from 100 to 200, the population has
doubled; if it declines from 100 to 50, it has halved. The two green
lines on the graphs, above and below the index line, are the upper
and lower 85% confidence limits. A narrow confidence interval indicates
that the index series is estimated precisely, a wider interval indicates
that it is less precise. The use of 85% confidence limits allows
relatively straightforward comparison of points along the modelled
line: non-overlap of the 85% confidence limits is equivalent to
a significant difference at approximately the 5% level (Anganuzzi
1993).
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