The Indicator
A variety of nutrients are needed for plant growth in aquatic systems: nitrogen,
phosphorus, carbon, sulfur, iron, manganese, and various trace metals (e.g.,
copper, cobalt, molybdenum, and zinc). Silica is required by some kinds of algae
(e.g., diatoms) because it is the main component of the shells that surround
the cells. However, nitrogen (N) and phosphorus (P) are by far the most common
nutrient elements that limit or control the amount and rate of plant growth
in aquatic systems and, thus, define their trophic status and corresponding
water quality. Of these two elements, phosphorus is widely considered
to be the element that most commonly limits aquatic plant growth in fresh waters
under natural conditions (i.e., minimal impacts from human activity). Total
phosphorus (TP) includes all forms of phosphorus present in a water sampledissolved
and particulate, inorganic and organic; adsorbed onto suspended clays and hydrous
oxides; present in planktonic organisms and in organic detritus; and phosphorus
in dissolved natural organic matter. Phosphorus in macrophytes, fish, and bottom
sediments generally is not included.
TP was selected for reporting because it is a comprehensive measure of the
many operationally defined and chemical forms of phosphorus, most of which are
directly or indirectly available for plant growth. Excess phosphorus can contribute
to algal blooms, poor water clarity, and other symptoms of eutrophication.
TP levels are a measure of trophic state (Carlson 1977) and general water quality
in lakes, reservoirs, and large rivers. (Large rivers typically behave as lakes;
water residence times in stretches of large rivers are sufficiently long that
substantial phytoplankton growth can occur in them.) The concentrations of TP
that contribute to symptoms of eutrophication are poorly understood for flowing
waters, but generally they are thought to be higher than the critical levels
in lakes. Consequently, TP is reported separately for lakes and rivers. (The
effects of phosphorus enrichment are different for lakes and rivers in tropical
areas than they are for temperate zones; this discussion relates to temperate
zones only.)
TP measurements are straightforward; TP in lakes should be reported as an average
over the growing season (e.g., April to September), which will require several
(e.g., 46) samples over the course of the period. Consideration was given
to the appropriate number of samples each year (e.g., Knowlton et al. 1984),
and complications of sampling in areas with minimal seasonal influence, such
as Florida (Brown et al. 1988).
TP measurements in rivers are restricted to those large rivers with flows exceeding
1000 cubic feet per second (cfs). To ensure proper characterization of average
values for each river, only sites that had at least 30 samples over the course
of 2 years were included.
Information on the 1986 phosphorus recommended goal for preventing
excess algae growth can be found in EPA 440/5-86- 001 (see references).
Information on regional nutrient (phosphorus) criteria can be found
at http://www.epa.gov/waterscience/criteria/nutrient/ecoregions/.
The Data
Data for river phosphorus are from sites operated by the U.S. Geological Survey
(USGS) National Water Quality Assessment (NAWQA) and National Stream Water Quality
Accounting Network (NASQAN). Data were available from 140 sites, with data collection
from 1992 to 1998; 116 of these sites were either NAWQA or NAWQA and NASQAN
joint sites.
NAWQA is described generally in the technical
notes for the core national indicator for contaminants and for nitrate
in farmland streams. While that note describes data collection from streams
with relatively homogenous land cover (and often relatively low discharge volumes),
the data used in this indicator are from larger rivers, with both larger discharge
volumes and watersheds with generally more diverse land uses. Thus, these samples
represent the integrating influences of many different land uses. The methods
for processing and summarizing these data for large rivers, such as computing
annual-weighted discharge concentrations, also have been described in the technical
note for the Farmlands nitrate indicator.
NASQAN is a USGS program that is focused on four major river basins: the Mississippi,
the Rio Grande, the Colorado, and the Columbia River. NASQAN stations are located
on major tributaries in the four river basins, along the mainstem of rivers
where there is a large increase in flow, and upstream and downstream from large
reservoirs. The program generally measures both stream flow and a broad range
of chemical constituents. An extensive quality-assurance/quality-control program
enables constituents present in very low concentrations (micrograms per liter,
roughly parts per billion) to be measured with definable accuracy and precision.
See http://water.usgs.gov/nasqan/progdocs/index.html.
Because there was concern over the use of STORET data for this indicator (see
below) with respect to the possibility that sampling locations might be strongly
influenced by virtue of being located near outfalls from wastewater treatment
plants, this question was also raised with respect to the NAWQA/NASQAN data.
These programs collect data using procedures that ensure that the sample is
representative of the entire stream cross-section. So, even if the stream at
the point of collection were not well mixed, the samples would still be representative
of the entire stream flow. In addition, the measure that is being reportedannual
discharge- weighted average concentrationsaddresses the potential concern
that samples might be overly representative of summer low flows when wastewater
effluent can comprise a large fraction of the flow in some rivers.
The Data Gap
In assessing the availability of data for reporting on phosphorus
in lakes and rivers, we reviewed two major datasets in addition
to the one reported here (NAWQA/NASQAN). These were STORET, maintained
as a data repository by the Environmental Protection Agency (http://www.epa.gov/storet/),
and within STORET, data from the National Water Information System
(NWIS), a USGSmaintained data system (http://waterdata.usgs.gov/nwis/).
Under contract to The Heinz Center, Procter & Gambles Miami Valley
Laboratory undertook an assessment of the quality and spatial and temporal variability
of the data from these two sources. They concluded that phosphorus data were
likely to be comparable in terms of reporting thresholds; that is, there were
few if any problems related to the use of different reporting thresholds in
different states or jurisdictions.
The second step was to determine whether either data system had sufficient
numbers and geographic distribution of sampling sites. It was apparent from
inspection of a map of lake phosphorus sampling sites that neither NWIS nor
STORET as a whole has sufficient coverage across the country. STORET has phosphorus
concentration data from a large number of river sampling sites, and this record
extends into the 1980s.
However, there was significant concern among workgroup members regarding the
fact that STORET data are derived from studies undertaken for many reasons and
using many methods for selecting sampling sites. For example, some sampling
was undertaken specifically as part of before-and-after effectiveness studies
relating to phosphorus removal in publicly owned sewage treatment works (POTWs).
Other studies may have been undertaken to determine the nature and extent of
known phosphorus contamination problems, while others may have been located
randomly as part of efforts to characterize nutrient concentrations in both
clean and dirty areas.
STORET has very little information that can be used to determine the rationale
for sampling-site selection. Thus any determination of the appropriate subset
of STORET results to use would have to be based on a complex analysis of the
proximity of sampling sites to POTWs, urban areas, and the like, which could
be used to determine if the sampling was biased to inclusion or exclusion of
such sites. Unfortunately, this analysis has not been done and could not be
accomplished within the time and resources of this project. Therefore, given
the significant potential for STORET data to be unrepresentative, we have decided
that it is inappropriate to rely on it for this indicator until such studies
can be completed.
References
Brown, C.D., D.E. Canfield, Jr., R.W. Bachmann, and M.V. Hoyer. 1998. Seasonal
patterns of chlorophyll, nutrient concentrations and Secchi disk transparency
in Florida lakes. Lake and Reserv. Manage. 14:6076.
Carlson, R.E. 1977. A trophic state index for lakes. Limnol. Oceanogr. 22:361369.
Knowlton, M.F., M.V. Hoyer, and J.R. Jones. 1984. Sources of variability in
phosphorus and chlorophyll and their effects on use of lake survey data. Water
Resour. Bull. 20:397407. U.S. Environmental Protection Agency. 1986. Quality
criteria for water1986, U.S. Environmental Protection Agency report, EPA
440/5-86-001.
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