As explained
in Chapter 2, we attempted to locate data of sufficient quality and
coverage to support national reporting for each of the 103 indicators
included in this report. As might be expected, we found a wide variation
in the availability of data. Throughout the report, we highlight those
indicators for which sufficient data are not available and, in doing
so, identify needs for additional monitoring. We also highlight a
number of measures for which additional research is needed to define
more fully the specific value to be reported. This appendix summarizes
the state of the data for the indicators in the report.
Guidelines for Including Data
Once an indicator was chosen and relevant sources of data were identified,
the first screen for inclusion was scientific credibility. Again, data
were not used simply because they were the best available
but, based on the professional judgment of the members of each work group,
they had to meet the highest standards of the appropriate discipline.
The judgments of the work groups were then extensively peerreviewed.
The second criterion for including a data source was that it provide
information on a substantial majority of the resource or issue in question.
The practical result is that we relied on data sources that covered a
majority of states or a significant fraction of coastline. For some indicators,
complete coverage is available (such as is provided by remote sensing
data). For others, regionally or nationally representative samples are
used (such as is provided by monitoring programs employing statistical
sampling techniques).
The first draft/prototype of this report, released in 1999, included
many examples of data for small areas of the country, as illustrations
of the types of results we had hoped to include. Feedback from readers
led us to conclude that while such examples are interesting, they obscure
the fact that data are not available for a significant fraction of the
desired indicators.
Third, to be included in this report, data sources must be from ongoing
programsthat is, there must be a reasonable chance that the measurements
will be repeated at regular intervals in the future. Although all
monitoring and reporting programs are subject to changes in funding and
priorities, established programs are clearly different from one-time studies
conducted by individual researchers or groups. One-time efforts are extremely
valuable because they often break new ground scientifically, and they
may provide baselines against which data collected later may be compared,
but they do not necessarily form a solid foundation for periodic reporting.
Ideally, data sources used in this report have time trends, but the lack
of trends was not a criterion for eliminating data. Where possible, we
have attempted to use data from 1950 to the present, with longer historical
perspectives included as needed to provide an ecological context for current
reporting. These longer-term perspectives include reporting on conditions
before European settlement, in the early 20th century, or for other relevant
time periods. Many data sources, particularly those based on remote sensing,
cover shorter time periods but will illuminate longer-term trends as time
goes on and measurements are repeated.
Note as well that there were a number of cases where we were not able
to determine which of several possible indicators for an important ecosystem
attribute was best, and thus we could not judge whether adequate data
are available. We have highlighted these cases, and we hope to work closely
with the relevant scientific communities to narrow the range of possible
indicators.
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