Indicators with Full, Partial, and Insufficient Data
Throughout the report, we have classified indicators into four
categories:
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Those with all
data required for periodic national reporting |
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Those with some,
but not all, of the data needed for national reporting |
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Indicators with
insufficient data for national reporting |
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Indicators that
need further development |
Of the 103 indicators included in this report, 58 (56%) are in
the first two categoriesthat is, there are sufficient data
to support periodic national-level reporting. Of these, 33 have
all the data required and the remaining 25 have some data gaps.
These gaps may be regional (i.e., data are available for part but
not all of the country) or they may be topical (i.e., data are available
on some but not all components of an indicator). An example of the
former is the coastal shoreline
types indicator, where data are available for the Pacific and
southern Atlantic coasts, but not for the middle and northern Atlantic
or Gulf Coasts. Several of the at-risk species indicators (see the
forest and grasslands
indicators) provide examples of the latter. In these cases, we have
reported data on the status of native animals, but not plants (such
data are available but required additional analysis before they
could be used). Table A.1 shows the
data availability for all indicators in the report.
Data availability varies by both ecosystem type and indicator category,
as shown in Figures A.1 and A.2.
Data are available for more forest indicators than for any other
system: there are complete data for about half the forest indictors
and some data for another quarter. Full or partial data are available
for 50% or fewer of the indicators for farmlands, grasslands and
shrublands and urban and suburban areas (although there are more
indicators with full data for farmlands than for any
other system) (see Box A.1). The indicator categories with the highest
percentages of data available include those addressing ecosystem
extent; contaminants; ecosystem productivity; and food, fiber, and
water (i.e., goods provided by ecosystems). Indicator categories
with the poorest data availability include those addressing landscape
patterns, biological communities, and services provided by ecosystems.
No data are included for 45 of the indicators in the report. For
31 of these, the desired indicator is clear, but available data
are insufficient for national reporting. For the remaining 14, the
indicator itself needs further development. Data gaps and problems
with indicator definitions are discussed below.
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A.1. Three Systems with Large Data Gaps |
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Farmlands and
grasslands and shrublands
make up about 60% of the land area of the lower 48 states.
Urban and suburban areas, which are quite small in comparison,
are home to about three-quarters of all Americans. Yet, for
these three ecosystems, full or partial data are available
for half or fewer of the indicators.
We can report on
the acreage of croplands, the food and fiber they produce,
and the nutrients and contaminants that occur in farmland
streams. Surprisingly, given how important soil is to farming,
we cannot report nationally on soil organic matter, soil salinity,
or the microscopic animal communities in cropland soils. Finally,
we could not report on any of the indicators describing biological
components in farmland areas, either because data were not
available or because the indicators need additional development.
(Interestingly, for farmlands, where data do exist, they are
more complete than for other systemsthere are more indicators
with all required data than for any other system.)
Data gaps for grasslands
and shrublands include information about how these areas are
used, the amount of nitrate in groundwater, the amount of
carbon stored in plants and soil, the depth to groundwater,
the extent of non-native plants, the frequency of fires, and
recreation on these lands. We can report fully on the acreage
of grasslands and shrublands and the number of cattle that
feed on them, on stream and river flows, on population trends
for invasive birds and the number of animal species (but not
plants) that are at risk of extinction.
We report data
for fewer urban and suburban indicators than for any other
ecosystem typeonly 6 of 15 indicators. We can report
on the extent of urban and suburban areas and on the undeveloped
lands they contain. We can also report on nutrients and contaminants
in stream water (but not on the degree of contamination in
soils). All remaining indicators either have inadequate data
or require additional development.
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