Effects of warming and nutrient
enrichment on trophic production in
coastal waters
Laura Dobroski
July 24, 2014
Aquatic Trophic Levels
http://www.teachoceanscience.net/teaching_resources/education_modules/aquat
ic_food_webs/learn/
Metabolic Theory of Ecology
• Temperature, body size affect individual
metabolic rate
• Individuals’ metabolism can be scaled up to
ecosystem level (Brown et al. 2004)
Climate change?
Trophic Production with Warming
O’Connor et al. 2009
Previous Work
O’Connor et al. 2009
• Outdoor microcosms, altered
temperature and nutrients
• Measured effects on primary
and secondary consumers’
biomass
• Conclusion: temperature
alone can shift food web
structure IF sufficient
nutrients
Marañón et al. 2014
• Analyzed phytoplankton
biomass/C fixation data in
polar, temperate, tropical
regions
• Conclusion: resources >
temperature, which are not
independent
Seasonal Variation
• Summer temperature
increase equal to spring
• Will spring results hold
true in summer?
• Modify O’Connor
experiment:
– Season
– Fewer nutrients
– Duration
http://oconnorlab.weebly.com/temperature-
and-food-webs.html
Ambient +2 OC
+4 OC
Control Control
Control
+ Nutrients + Nutrients
+ Nutrients
20 μm N
1 μm P
Ambient +3 OC
+5 OC
Control Control
Control
+ Nutrients + Nutrients
+ Nutrients
40 μm N
2 μm P
Temperature
0
5
10
15
20
25
30
35
40
6/2/2014 0:006/3/2014 0:006/4/2014 0:006/5/2014 0:006/6/2014 0:006/7/2014 0:00
Temp(C)
Time
Avg same-temp tank temps
Ambiant
plus 3
plus 5
Sampling Methods
Phytoplankton
• Fluorometric determination
of [Chl a]
• Sampled on days 1, 2 and 4
Macrozooplankton
• Filtered 2 L each in 63 μm
mesh
• Copepods, rotifers, and
cladocera
• 2 10-mL replicate subsamples
in Ward counting wheel,
averaged
Results – Lower Nutrient Addition
0.00
5.00
10.00
15.00
20.00
25.00
[Chla](ug/L)
Time (Days)
1 2 4
Figure 1 Average chlorophyll a concentrations in water samples on days 1, 2, and 4 with standard error, with nutrient
addition of 20 μm N and 1 μm P.
Relationship with nutrients is significant (p<0.05)
Results – Lower Nutrient Addition
Figure 3 Average macrozooplankton concentrations
in same-temperature water samples on day 4 with
standard error, with nutrient addition of 20 μm N
and 1 μm P.
Avg [Macro], Day 4
Figure 2 Average chlorophyll a concentrations in same-
temperature water samples on day 1 with standard
error, with nutrient addition of 20 μm N and 1 μm P.
Relationships with nutrients are significant (p<0.05)
0.00
50.00
100.00
150.00
200.00
250.00
Zooplankton/L
Temperature
Ambient +2 OC +4 OC
0.00
5.00
10.00
15.00
20.00
25.00
[Chla](ug/L)
Temperature
Avg [Chl a], Day 1
Ambient +2 OC +4 OC
Results – Higher Nutrient Addition
0.00
5.00
10.00
15.00
20.00
25.00
[Chla](ug/L)
Time (Days)
1 2 4
Figure 4 Average chlorophyll a concentrations in water samples on days 1, 2, and 4 with standard error, with nutrient
addition of 40 μm N and 2 μm P.
Relationship with nutrients is significant (p<0.05)
Results – Higher Nutrient Addition
Avg [Macro], Day 4
Figure 5 Average chlorophyll a concentrations in same-
temperature water samples on day 1 with standard
error, with nutrient addition of 40 μm N and 2 μm P.
Figure 6 Average macrozooplankton concentrations
in same-temperature water samples on day 4 with
standard error, with nutrient addition of 40 μm N
and 2 μm P.
Relationship with nutrients is significant
(p<0.05)
0.00
20.00
40.00
60.00
80.00
100.00
120.00
Zooplankton/L
Temperature
Ambient +2 OC +4 OC
0.00
5.00
10.00
15.00
20.00
25.00
[Chla](ug/L)
Temperature
Avg [Chl a], Day 1
Ambient +2 OC +4 OC
Strength of Nutrients’ Enhancement
with Temperature
0
2
4
6
8
10
12
14
ProportionofControl
Temperature
Chl a, Day 1
Lower
Higher
Ambient +2-3 OC +4-5 OC
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
ProportionofControl
Temperature
Macrozooplankton, Day 4
Lower
Higher
Ambient +2-3 OC +4-5 OC
Discussion
• Nutrients affect biomass
more than temperature does
• Sufficient resources needed
for temperature to affect
biomass
– Possibly only found at
unnatural nutrient levels
(sewage, runoff, etc.)
• Control switch from bottom-
up to top-down
• Warming did not affect
zooplankton biomass
– Optimal temperature?
– Methods?
Optimal Temperature
Experiment Ambient Upper
Temperature
O’Connor 20 OC 26 OC
Single
Nutrient
27 OC 32 OC
Double
Nutrient
30 OC 34 OC
Heinle 1969
Improvements
• Measurement (biomass vs. counting)
• Productivity
Acknowledgements
Suzanne Thompson
Scott Ensign
Nathan Hall
Mike Piehler
Questions?
http://blog.nature.org/science/2013/02/01/oceans-and-climate-change-protecting-the-invisible/

Dobroski 2014

  • 1.
    Effects of warmingand nutrient enrichment on trophic production in coastal waters Laura Dobroski July 24, 2014
  • 2.
  • 3.
    Metabolic Theory ofEcology • Temperature, body size affect individual metabolic rate • Individuals’ metabolism can be scaled up to ecosystem level (Brown et al. 2004) Climate change?
  • 4.
    Trophic Production withWarming O’Connor et al. 2009
  • 5.
    Previous Work O’Connor etal. 2009 • Outdoor microcosms, altered temperature and nutrients • Measured effects on primary and secondary consumers’ biomass • Conclusion: temperature alone can shift food web structure IF sufficient nutrients Marañón et al. 2014 • Analyzed phytoplankton biomass/C fixation data in polar, temperate, tropical regions • Conclusion: resources > temperature, which are not independent
  • 6.
    Seasonal Variation • Summertemperature increase equal to spring • Will spring results hold true in summer? • Modify O’Connor experiment: – Season – Fewer nutrients – Duration http://oconnorlab.weebly.com/temperature- and-food-webs.html
  • 7.
    Ambient +2 OC +4OC Control Control Control + Nutrients + Nutrients + Nutrients 20 μm N 1 μm P
  • 8.
    Ambient +3 OC +5OC Control Control Control + Nutrients + Nutrients + Nutrients 40 μm N 2 μm P
  • 10.
    Temperature 0 5 10 15 20 25 30 35 40 6/2/2014 0:006/3/2014 0:006/4/20140:006/5/2014 0:006/6/2014 0:006/7/2014 0:00 Temp(C) Time Avg same-temp tank temps Ambiant plus 3 plus 5
  • 11.
    Sampling Methods Phytoplankton • Fluorometricdetermination of [Chl a] • Sampled on days 1, 2 and 4 Macrozooplankton • Filtered 2 L each in 63 μm mesh • Copepods, rotifers, and cladocera • 2 10-mL replicate subsamples in Ward counting wheel, averaged
  • 12.
    Results – LowerNutrient Addition 0.00 5.00 10.00 15.00 20.00 25.00 [Chla](ug/L) Time (Days) 1 2 4 Figure 1 Average chlorophyll a concentrations in water samples on days 1, 2, and 4 with standard error, with nutrient addition of 20 μm N and 1 μm P. Relationship with nutrients is significant (p<0.05)
  • 13.
    Results – LowerNutrient Addition Figure 3 Average macrozooplankton concentrations in same-temperature water samples on day 4 with standard error, with nutrient addition of 20 μm N and 1 μm P. Avg [Macro], Day 4 Figure 2 Average chlorophyll a concentrations in same- temperature water samples on day 1 with standard error, with nutrient addition of 20 μm N and 1 μm P. Relationships with nutrients are significant (p<0.05) 0.00 50.00 100.00 150.00 200.00 250.00 Zooplankton/L Temperature Ambient +2 OC +4 OC 0.00 5.00 10.00 15.00 20.00 25.00 [Chla](ug/L) Temperature Avg [Chl a], Day 1 Ambient +2 OC +4 OC
  • 14.
    Results – HigherNutrient Addition 0.00 5.00 10.00 15.00 20.00 25.00 [Chla](ug/L) Time (Days) 1 2 4 Figure 4 Average chlorophyll a concentrations in water samples on days 1, 2, and 4 with standard error, with nutrient addition of 40 μm N and 2 μm P. Relationship with nutrients is significant (p<0.05)
  • 15.
    Results – HigherNutrient Addition Avg [Macro], Day 4 Figure 5 Average chlorophyll a concentrations in same- temperature water samples on day 1 with standard error, with nutrient addition of 40 μm N and 2 μm P. Figure 6 Average macrozooplankton concentrations in same-temperature water samples on day 4 with standard error, with nutrient addition of 40 μm N and 2 μm P. Relationship with nutrients is significant (p<0.05) 0.00 20.00 40.00 60.00 80.00 100.00 120.00 Zooplankton/L Temperature Ambient +2 OC +4 OC 0.00 5.00 10.00 15.00 20.00 25.00 [Chla](ug/L) Temperature Avg [Chl a], Day 1 Ambient +2 OC +4 OC
  • 16.
    Strength of Nutrients’Enhancement with Temperature 0 2 4 6 8 10 12 14 ProportionofControl Temperature Chl a, Day 1 Lower Higher Ambient +2-3 OC +4-5 OC 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 ProportionofControl Temperature Macrozooplankton, Day 4 Lower Higher Ambient +2-3 OC +4-5 OC
  • 17.
    Discussion • Nutrients affectbiomass more than temperature does • Sufficient resources needed for temperature to affect biomass – Possibly only found at unnatural nutrient levels (sewage, runoff, etc.) • Control switch from bottom- up to top-down • Warming did not affect zooplankton biomass – Optimal temperature? – Methods?
  • 18.
    Optimal Temperature Experiment AmbientUpper Temperature O’Connor 20 OC 26 OC Single Nutrient 27 OC 32 OC Double Nutrient 30 OC 34 OC Heinle 1969
  • 19.
    Improvements • Measurement (biomassvs. counting) • Productivity
  • 20.
  • 21.

Editor's Notes

  • #3 Phytoplankton: Zooplankton:
  • #6 Results that led to conclusion: O’Connor et al. **Nutrient-replete  temperature strengthened consumer control **Nutrient-limited  constrained production at all temperatures Maranon et al. **More nutrients  higher biomass turnover **No (significant) relationship with temperature (with nutrients)
  • #8 **Water from Bogue Sound **20:1 nutrients: typical of stormwater **Screen: light levels ~0.5m deep, avg irradiance that plankton receive **Flow: ~0.5L/min to regulate water temp. in tubs (i.e. prevent overheating) **4 days for zooplankton generation time
  • #9 **Water from Bogue Sound **20:1 nutrients: typical of stormwater **Screen: light levels ~0.5m deep, avg irradiance that plankton receive **Flow: ~0.5L/min to regulate water temp. in tubs (i.e. prevent overheating) **4 days for zooplankton generation time
  • #11 Diurnal cycles (temperatures were not constant)
  • #13 *Axes *Legend *Trends (w/in each day) *Control switched from bottom-up to top-down
  • #15 Again, control switch from nut.s to zoops.
  • #17 *Go back one slide to illustrate the division *The enhancement is similar at summer ambient temps *Lower, about same effect at all temps for chl/increases with temp in zoops *Higher, increases and then decreases.
  • #18 Biomass significantly increased with nutrients in almost all cases, but never significant trends with temperature No effect even when we doubled highest natural levels. O’Connor added nutrients every other day