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M.W. Swinton and C.W. Boylen
22001144 NORTHEASTERN NATURALIST 2V1(o2l). :2213,4 N–2o4. 62
Phytoplankton and Macrophyte Response to Increased
Phosphorus Availability Enhanced by Rainfall Quantity
Mark W. Swinton1,* and Charles W. Boylen1
Abstract - Rainfall patterns are becoming more extreme in the northeastern US and are expected
to intensify with an increase in extreme precipitation events and a greater frequency of
short-term drought. In Northwest Bay, an undeveloped, primarily forested sub-watershed
of Lake George, NY, stream discharge and phosphorus loading in 2006 exceeded that of 2007
by more than 3-fold due to unusually heavy rainfall in 2006 and below average rainfall in
2007. The additional phosphorus loading to the open water positively influenced chlorophyll
concentrations in 2006, while porewater soluble phosphorus significantly correlated to precipitation
in both 2006 and 2007. The elevated porewater concentrations in early summer of
2006 provided a nutrient advantage that resulted in tissue phosphorus in 3 macrophyte species
to more than double while no change in nitrogen or carbon was detected. It is believed that the
heavy late spring/early summer rainfall in 2006 saturated soils creating additional stormwater
run-off and increasing groundwater seepage that supplied ample phosphorus resulting in enhanced
phytoplankton biomass and macrophyte uptake of phosphorus.
Introduction
The average annual precipitation in the northeastern US increased ≈10% during
the 20th century, with an additional 10–15% expected by the end of the 21st century
(Frumhoff et al. 2007, Hayhoe et al. 2007, Mauget 2006). In addition, extreme
precipitation events (>5.08 cm in 48 hours) have increased throughout much of
the Northeast and are expected to increase an additional 12–13% by 2099 (Frumhoff
et al. 2007, Hayhoe et al. 2007, Tebaldi et al. 2006). While precipitation and
storm intensity are expected to increase, so are short-term droughts. Historically,
short-term droughts occurred about every three years, but are expected to become
an annual occurrence by the end of the century (Frumhoff et al. 2007). Increased
annual precipitation, storm intensity, and short-term drought will undoubtedly alter
hydrology; the extent of change will be influenced by soil type, soil moisture, slope,
and vegetation (Kleinman et al. 2006).
Extreme precipitation events may disproportionally increase stormwater runoff
by exceeding the soil-infiltration capacity early in an event. Ramos and Martinez-
Casasnovas (2009) found that extreme precipitation events did little to increase
deep soil moisture during the most intense rain events. Stormwater runoff was
influenced more by storm intensity and soil moisture than the overall amount of
rain received. The five-year study concluded that when antecedent soil moisture
was >20%, soil and nutrient loss were elevated due to increased stormwater runoff
1Rensselaer Polytechnic Institute, 110 8th Street, Troy, NY 12180. *Corresponding author -
swintm@rpi.edu.
Manuscript Editor: Hunter Carrick
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generated by exceeding the soil-infiltration capacity, agreeing with observations by
MacDowell and Sharpley (2002) and Torrent et al. (2007).
Anticipated increases in rainfall and frequency of drought have the potential
to benefit xeric and hydric soils while negatively impacting mesic soils. Increased
rainfall in xeric systems and short-term drought in hydric systems may result in
shorter periods exceeding soil water-stress threshold limits. However, in mesic
systems, which are normally within soil water-stress threshold limits, increased
precipitation coupled with short-term drought may result in soils exceeding waterstress
thresholds more often (Knapp et al. 2008).
Nutrient availability and uptake has been a central research theme on Lake
George, NY, since the 1960s with the establishment of the Fresh Water Institute.
Focus on Northwest Bay began in the mid-1980s with the introduction of Myriophyllum
spicatum L. (Eurasian Watermilfoil), a non-native aquatic plant. Northwest
Bay was one of the first documented Eurasian Watermilfoil sites and provided an
ideal research location due to minimal development and relative isolation. Madsen
et al. (1991) and Madsen (1994) examined the displacement of native macrophytes
with the establishment of Eurasian Watermilfoil, while Swinton and Boylen (2009)
investigated nutrient availability in porewater within the Eurasian Watermilfoil bed
and the surrounding native-plant–dominated area.
The anticipated change in rainfall patterns will alter discharge and erosion
resulting in varied phosphorus loading to Lake George. Nutrients are supplied to
surface water through streams via stormwater runoff and shallow lateral subsurface
flow, while porewater nutrients are derived through groundwater seepage
(Musy and Higy 2011). The oligotrophic nature of Lake George should respond
to changes in phosphorus loading through phytoplankton biomass and macrophyte
nutrient content if phosphorus acts as a limiting nutrient during dry years.
Comparing these biotic factors in years exhibiting substantially different rainfall
patterns will help assess the extent of change primary producers may encounter in
the future rainfall regime.
Field-Site Description
Lake George is a large oligotrophic lake, located on the southeast margin of the
Adirondack Mountains of New York State. The steep watershed encompasses 618
km2 with a land-to-lake surface ratio of 4.6:1 and a lake-water residence time of
6.8 years (Shuster 1994). The largest and most pristine sub-watershed of the lake,
Northwest Bay, encompasses 76 km2, accounting for 15% of the land catchment
(Shuster et al. 1994). Northwest Bay is predominantly forested with multiple stream
reaches draining the sub-watershed into an extensive wetland (≈1.75 km2) located
at Northwest Bay Brook’s terminus (Fig. 1). The original establishment of Eurasian
Watermilfoil in the bay had never been managed, resulting in approximately a 60-m
x 45-m bed area at the time of this study.
Shuster (1994) documented groundwater as being the primary source of stream
discharge around the lake during late spring and summer. In Northwest Bay Brook,
86% of the summer discharge originated as groundwater, with deep and shallow
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2014 Vol. 21, No. 2
Figure 1. Northwest
Bay watershed
boundary
showing the
stream reaches
along with the
location of the
Eurasian Watermilfoil
bed at
the mouth of the
stream and the
offshore sampling
location
to the south (indicated
by the
stars).
groundwater accounting for 49% and 37%, respectively. Direct discharge accounted
for only 14% of the summer discharge, typically lasting for one to two days following
rain events. The large groundwater influence is likely due to the dominantly
forested watershed, well-draining soils, low basin slope, and the presence of a natural
fault that continues into the bay.
Methods
Rainfall measurements
Rainfall quantity was recorded at the southern end of Lake George at a continuously
monitored weather station, approximately 24 km from Northwest Bay, using
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M.W. Swinton and C.W. Boylen
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a Qualimetrics tipping bucket (Model 6021A), which recorded hourly rainfall in
0.0254-cm (0.01-inch) increments (Eichler et al. 2008). We confirmed rainfall
volume using the capture volume from the wet-fall bucket that was collected for
chemical analyses.
Northwest Bay Brook discharge
Northwest Bay Brook was equipped with an ISCO 720 level recorder and pressure
transducer approximately 1.5 km upstream of the bay. The ISCO 720 recorded
water height (stage) at 5-min intervals, which was verified with staff-gauge height
readings during site visits. We conducted stream-flow gaging throughout the study
period to verify and enhance the rating curve established for the site. This location
was originally established in 1967 by the United States Geological Survey (USGS);
the Darrin Fresh Water Institute assumed control of the site in 1994.
Porewater
The porewater-collection location was selected using the original survey in 1987
when Eurasian Watermilfoil was first identified in Northwest Bay (Madsen 1994).
We placed a marker at the center of the bed and situated “a channeled Lucite frame”
to collect porewater within 1 m of the original bed center; chambers were located
at 2-cm intervals to a depth of 30 cm. Particular attention was taken to not repeat
insertion at the same location (Fig. 1). We left samplers for a minimum of 2 weeks
to allow complete equilibration. Deployment was conducted monthly. Complete
methodology for sampler construction, porewater sampling, and analyses can be
found in Swinton and Boylen (2009).
Epilimnetic sampling
Monthly sampling of chlorophyll and soluble phosphorus were conducted in
Northwest Bay during the summer of 2006 and 2007 as part of the Darrin Fresh
Water Institute’s Offshore Chemical Monitoring Program (Eichler et al. 2008).
Epilimnetic samples consisted of a composite sample of the top 10 m using the
hose-integrate sampling method. Samples were analyzed for chlorophyll and
soluble phosphorus using Standard Method 10200 and Standard Method 4500-P,
respectively (Clesceri et al. 1989). We chose soluble phosphorus for analysis because
it includes both soluble reactive phosphorus (SRP) and soluble unreactive
phosphorus (SUP). SRP is predominantly orthophosphate, the most bioavailable
form of phosphorus, while SUP is composed of compounds that release orthophosphate
when converted by enzymes or UV light (Rigler 1973). The detection limit
for both phosphorus and chlorophyll was 1 μg/l.
Plant tissue
Upon arrival to the research site, we located the approximate bed center and
tossed weighted floats randomly throughout the bed to identify sampling locations.
We collected all plant material within a 0.1-m2 grid placed around each
weighted float—a minimum of 20 plants at each site. Samples of Eurasian Watermilfoil,
Potamogeton praelongus Wulfen (Whitestem Pondweed), and Vallisneria
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americana Michx. (American Eelgrass) were collected during peak biomass in
2006 and 2007, within one week of September 1st. Specimens consisted of all
above-sediment tissue. We combined specimens by species and washed them a
minimum of three times to rid plants of epiphytes, ensuring only plant tissue was
analyzed during nutrient analysis. Samples were dried at 100 °C for a minimum of
24 hrs and then homogenized. We measured tissue phosphorus on dried samples
(35–50 mg) that were oxidized with 16 ml of 5% potassium persulfate solution and
autoclaved for 35 min at 250 °C and 15 psi. We added color reagent and analyzed
samples spectrophotometrically (Modified Standard Methods 4500-P; Clesceri et
al. 1989). All tissue samples were analyzed twice to ensure measurement reproducibility
was within 10%. Nitrogen and carbon analyses were conducted via Infrared
Spectroscopy following incineration on the CE Instruments EA1110 CHN analyzer
(CE Elantech, Inc., Lakewood, NJ). Approximately 7–8 mg of tissue were analyzed
with duplicate samples run to ensure measurement reproducibility was within 10%.
Statistical analysis and comparisons
Throughout the study, we used the Pearson Product Moment Correlation and data
based on monthly averages to make all correlations. We conducted the epilimnetic
sampling monthly, and the use of our porewater samplers required deployment for
a minimum of two weeks for complete equilibration; therefore, sampling multiple
sites allowed only monthly sampling to be conducted at the Northwest Bay location.
Phosphorus concentrations were compared using a t-test. All statements of
significance indicate the a priori P-value of 0.05 was exceeded.
Results
Rainfall
Rainfall during the summer of 2006 (June–September) exceeded that of 2007
by 15.5 cm (45%), with respective totals of 50.2 cm and 34.7 cm (Fig. 2). The additional
May rainfall of 15.0 cm in 2006 and 4.1 cm in 2007 resulted in 68% more
rain from May to September in 2006. Average rainfall from June to September for
the previous 15 years (1991–2005) was 37.9 ± 10.3 cm. Maximum rainfall recorded
was 51.0 cm in 2005, only exceeding 2006 by 0.8 cm.
Northwest Bay Brook discharge
Northwest Bay discharge during the summer (June–September) of 2006 exceeded
2007 by 4.3-fold, with total discharges of 9.05*106 m3 and 2.12*106 m3, respectively.
Monthly discharge remained relatively constant in 2007, varying less than
40% with a range of 6.01*105 m3 to 8.33*105 m3, while discharge in 2006 varied by
more than 15-fold from 3.90*105 m3 to 5.95*106 m3. Discharge was significantly
correlated (Pearson Product, n = 4) with rainfall during 2006, but not during 2007
(Fig. 2).
Phosphorus
Soluble phosphorus concentrations in the open water were significantly greater
(t-test, n = 4) during 2006 than 2007 (Fig. 3). Between June and September of 2006,
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open-water soluble-phosphorus concentrations averaged 2.1 μg/l with a range between
1.6 and 3.0 μg/l, while concentrations in 2007 averaged 1.1 μg/l with a peak
concentration of 1.5 μg/l and a minimum concentration below the limit of detection
(1 μg/l) in August; a value of 0.5 μg/l represents half the limit of detection and was
Figure 2.
M o n t h l y
rainfall and
d i s c h a r g e
from Northwes
t Bay
Brook during
the summers
of 2006 and
2007, showing
a significant
correlation
with elevated
rainfall
in 2006.
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2014 Vol. 21, No. 2
used to indicate the August sample was collected and analyzed. Open-water soluble
phosphorus was significantly correlated to rainfall in 2006 (Pearson Product, n = 4)
but not in 2007 (Fig. 3).
Soluble porewater phosphorus at 30 cm below the sediment surface, which was
below the deepest observed plant roots in Northwest Bay, represents groundwater
entering the macrophyte root zone and was significantly correlated (Pearson Product,
n = 4) to rainfall in 2006 and 2007 (Fig. 4). The August 2007 measurement was
Figure 3. Rainfall, open-water soluble phosphorus, and chlorophyll; stronger relationships
between the three variables occur with increased rainfall in 2006. A significant correlation
was observed between soluble phosphorus and rainfall in 2006.
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below the limit of detection (1 μg/l); the value of 0.5 μg/l was inserted to indicate
the sample was collected and analyzed that month.
Figure 4. Rainfall and soluble phosphorus entering the root zone of the Eurasian Watermilfoil
bed at 30 cm below sediment surface during the summers of 2006 and 2007. Significant
correlations between precipitation and porewater soluble phosphorus exists for both 2006
and 2007.
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Epilimnetic sampling and plant tissue
Chlorophyll concentrations, a measure of phytoplankton biomass, did not vary
significantly between years, but the mean concentration was greater in 2006, and
the correlation between rainfall and chlorophyll in 2006 (r = 0.70, n = 4) was
more robust than 2007 (r = 0.34, n = 4). The open-water soluble phosphorus and
chlorophyll relationship was stronger than with rainfall in 2006 (r = 0.81, n = 4),
but in 2007 there was a weak negative correlation (r = -0.15, n = 4; Fig. 3). Phosphorus
in the tissues of Eurasian Watermilfoil, Vallisneria Americana Michx.
(American Eelgrass), and Potamogeton praelongus Wulfen (Whitestem Pondweed)
at peak biomass was greater in 2006 compared to 2007, but there was no
significant difference in nitrogen or carbon between the years (Fig. 5). All three
species more than doubled the concentration of tissue phosphorus in 2006 compared
to 2007, with Eurasian Watermilfoil, American Eelgrass, and Whitestem
Pondweed increasing by 2.06, 2.45, and 2.48-fold, respectively.
Discussion
The summers of 2006 and 2007 received near-record maximum and belowaverage
rainfall in the basin, respectively. The excessive late spring/early summer
rainfall in 2006 created a very wet watershed that resulted in elevated stream discharge
during the first half of the summer. From research conducted over a 3-year
period (2007–2009), we estimate that between June and September, Northwest
Bay Brook loaded 22.8 kg of soluble phosphorus to the lake in 2006 and only
5.9 kg in 2007, a 3.9-fold difference. Summer mean soluble-phosphorus concentrations
varied little between baseflow (2.0 μg/l ) and storm events (2.3 μg/l)
(M.W. Swinton, unpubl. data). The abundant rainfall during the summer of 2006
provided a constant supply of soluble phosphorus to the bay, which provided a
nutrient advantage to the phytoplankton and resulted in increased biomass. The
chlorophyll concentration peaked in June corresponding to the greatest rainfall
accumulation and followed the same summertime pattern as soluble phosphorus:
a gradual decrease until August and a September rebound. Below-average rainfall
in 2007 resulted in a peak soluble-phosphorus concentration that approached the
2006 summer minimum, 1.5 μg/l and 1.6 μg/l, respectively.
Groundwater discharge into Lake George as a whole will similarly be affected
by rainfall as it resembles the discharge pattern of the streams. Streams are predominantly
fed by groundwater during summer months, and therefore discharge is
commensurate to the height of water in the aquifer. Rainfall raises the height of the
aquifer to create head pressure; this pressure supplies water to the streams while
creating a piston effect that pushes groundwater into the lake (Gordon et al. 1992).
Downing and Peterka (1978) demonstrated that seepage rates were positively and
significantly related to rainfall; phosphorus and ammonia input rates were positively
correlated to groundwater-inflow rates. Schneider et al. (2005) documented that
rainfall does not necessarily have to fall directly in the vicinity of a lake to affect
seepage rates. Rainfall 18 km away from Oneida Lake resulted in increased seepage
rates, and local rainfall greater than 5 mm per day was linked to seepage rate
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Figure 5. Tissue
nutrient
c o n c e n t r a -
tion for three
c o m m o n l y
found species
within
the Eurasian
Watermilfoil
bed dur ing
peak biomass
in 2006 and
2007.
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2014 Vol. 21, No. 2
peaks. From this research, it can be surmised that as stream discharge increases, the
flow of groundwater to the lake sediments also increases, but to what extent would
require further research measuring groundwater seepage rates. However, greater
groundwater seepage during early summer of 2006 compared to 2007 is certainly
based on stream discharge.
Soluble phosphorus entering the root zone of the Eurasian Watermilfoil bed was
significantly correlated to rainfall in both 2006 and 2007, supporting the work of
Downing and Peterka (1978). In both years, soluble phosphorus was positively and
significantly correlated to rainfall accumulation. The excessive rainfall in June of
2006, which was compounded by the heavy May rainfall, resulted in soluble-phosphorus
concentrations approaching 80 μg/l entering the root zone of the macrophyte
bed. In contrast, concentrations in 2007 only reached 30 μg/l in the wettest month.
The elevated concentrations along with a greater groundwater flux in 2006 provided
a nutrient benefit to the rooted plants in Northwest Bay compared to 2007.
This interannual variation created a type of natural nutrient enrichment experiment.
The oligotrophic nature of Lake George suggests that primary production
is phosphorus-limited, and soluble phosphorus concentration differences between
years provided two very different scenarios that resulted in all 3 macrophyte species
more than doubling tissue phosphorus while no change in carbon or nitrogen
content was measured. We believe the increase in macrophyte tissue phosphorus
was a “luxuriant uptake” because the N:P ratio ranged from 3.5 and 6.3 in 2006
and from 8.1 to 14.4 in 2007. Nitrogen and phosphorus in macrophyte tissue that is
not nutrient-limited normally approximates a ratio of 10:1 (Gerloff 1975, Gerloff
and Krombholz 1966). The low N:P ratios in 2006 suggest the macrophytes were
nitrogen-limited.
The strong correlation between rainfall, soluble phosphorus, chlorophyll concentration,
and macrophyte tissue content in 2006 implies that nutrient loading
to both open water and porewater was a primary factor influencing phytoplankton
biomass and macrophyte uptake of phosphorus and is a function of rainfall
quantity. To verify, multiple porewater profiles are required during months with
substantially different rainfall accumulation to confirm spatially that rainfall does
increase soluble phosphorus entering the root zone of macrophytes. Additionally,
determining the primary production of phytoplankton with increased soluble
phosphorus and an assessment of the zooplankton present would be needed to
verify whether the increase in phytoplankton biomass was controlled in a topdown
or bottom-up manner.
Acknowledgments
The authors would like to thank David Winkler and Laurie Ahrens for their analytical
help, along with Lawrence Eichler and James Sutherland for reviewing and
commenting on the manuscript. And a very gracious thanks to the Froehlich Foundation
for financial support.
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