The Indicator
This indicator reports both the yield and load of nitrogen from major rivers
to the U.S. coastal ocean. The yield of nitrogen from major watersheds is defined
as the pounds of nitrogen per square
mile of watershed area that enters rivers and streams through discharges,
runoff, and other sources. The load of nitrate, a common
form of nitrogen, from major rivers is defined as the tons of nitrate
carried to the ocean each year by the four largest U.S. rivers.
Nitrogen can cause significant water-quality problems by stimulating the growth
of algae. Two key references provide additional information about how excess
nutrients can cause problems in coastal waters. The National Research Council
published a study on nutrient pollution in the coastal ocean (NRC 2000) and
the National Oceanographic and Atmospheric Administration (NOAA) did a one-time
study of actual conditions in the nations estuaries (National Estuarine
Eutrophication Assessment, http://spo.nos.noaa.gov/projects/cads/nees/Eutro_Report.pdf).
The Data
Data Source: Riverine loads of total nitrogen were estimated using streamflow
and water-quality data collected by the U.S. Geological Survey (USGS) as part
of its National Stream Water Quality Accounting Network (NASQAN), its 19961999
National Water Quality Assessment (NAWQA), and its FederalState Cooperative
Program. A few of the stream gauges, most notably those at the mouth of the
Mississippi River, are operated by the U.S. Army Corps of Engineers rather than
the USGS.
Data Collection Methodology: Stream discharge is estimated by frequent
measurement of water depth (stage), which is converted to discharge by use of
a rating curve. Data are reported as daily averages. All water-quality samples
are representative of the entire river cross-section (depth- and width-integrated)
at the time of collection.
At the sites for which data are included in this report, samples
were collected at least quarterly over the 4-year period
19961999; at most sites, approximately 15 samples were collected
each year. A regression model relating concentration to discharge,
day-of-year (to capture seasonal effects), and time (to capture
any trend over the period) was developed using robust
statistical techniques that made no assumption about the underlying
statistical distribution of the data. One model was developed
for nitrate plus nitrite concentrations (note that nitrite is usually
much less abundant than nitrate, so it is normal to discuss the sum
of nitrate plus nitrite simply as nitrate); a second model was
developed for whole-water organic nitrogen plus ammonia for
each station. These models were then used to make daily estimates
of concentration, which were multiplied by the daily average
discharge to yield the daily load. The daily load of total nitrogen
was the sum of predictions of the two models.
Data Manipulation: For the maps, these daily loads were summed over
the 4-year period to estimate the load for the entire period and divided by
4 to obtain the average annual load. The coefficient of variation of the average
annual load is generally between 20 and 30%. The incremental load was then calculated
as the difference between the output load that flowed from the watershed and
the input(s) to the watershed. Outputs include the load at the downstream stations
and, in the arid western areas, any decrease in runoff, because it was assumed
that solutes accompanied any water that was lost to irrigation or transfers
to other watersheds (i.e., piping water across watershed boundaries). The incremental
yield (shown in the maps) is defined as the incremental load divided by the
watershed area. The gray areas of the map are areas for which insufficient
USGS data exist to calculate loads.
For the time series plots, the daily loads were summed to
determine the annual loads shown in the figure. Note that most of
the year-to-year variation in the loads is due to differences in
runoff, with wet years having higher loads and dry years having
lower loads.
Data Access: All USGS data are available at http://waterdata.usgs.gov/nwis/.
This site includes the discharge and nutrient concentration data
used in developing the models that produced the load calculations
presented here, but the models themselves are not available. Further
information on the NASQAN and NAWQA programs can be found at http://water.usgs.gov/nasqan/
and http://water.usgs.gov/nawqa/.
The NASQAN Web site contains stream discharge data collected by
the U.S. Army Corps of Engineers.
2003 Web Site Update: data for the Mississippi and
the Columbia rivers were added in this update. Both
of these data sets were obtained from the NASQAN
web site (http://water.usgs.gov/nasqan with
the guidance from USGS personnel.
2005 Web Site Update:Data on Nitrogen loads in the Columbia (2001-2002), Saint Lawrence (1995-1996), and Susquehanna (1999-2002) rivers were added in this update. These data were obtained directly from USGS. In addition to these new data, this update also provides revisions to previously reported data for all four rivers. Recently, the USGS applied new and improved models and methodology to this dataset; resulting in slight differences and two substantial changes: a new peak in nitrogen load carried by the Mississippi in 1993, and an upward rather than downward trend in the nitrogen load carried by the St. Lawrence since the mid-1980s (see comparison figures). The USGS is in the process of documenting changes in these models and methods; a link to this documentation (cited below) will be provided when available.
References
Aulenbach, B.T., Annual nitrate plus nitrite and total phosphorous loads for the Mississippi, Columbia, St. Lawrence, and Susquehanna rivers, 1971 – 2002, U.S. Geological Survey Open File Report.
National Research Council. 2000. Clean coastal waters:
Understanding and reducing the effects of nutrient pollution.
Washington, DC: National Academy Press.
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