Scaling API-first – The story of a global engineering organization
Fisk lter comp
1. Stoichiometry of Forest Nutrient LimitationStoichiometry of Forest Nutrient Limitation
Melany Fisk, Miami University
2. Bormann et al. 1977
Stoichiometry of Forest Nutrient LimitationStoichiometry of Forest Nutrient Limitation
Dynamic context:
Interacting elements
Resource
optimization by
organisms
Species traits
Disturbance and
ecosystem
development
Heterogeneous
landscape
3. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
− Theory predicts N limitation
− Has N deposition induced P limitation?
− Recent syntheses predict co-limitation
Does a resource allocation framework explain patterns of
limitation or co-limitation?
At what time scales can
resource allocation
processes operate to
minimize single-element
limitation?
7. Rethinking limitationRethinking limitation
Regional approach incorporates forest succession, soil variation
Short-term experimental responses evaluated in context of
longer-term pattern
N x P fertilization
experiment:
13 sites
30 kg N/ha/yr
10 kg P/ha/yr parent material, succession
8. Examples of Resource Allocation Across SitesExamples of Resource Allocation Across Sites
Above vs belowground
• Total soil respiration is negatively
related to N availability (Bae et al.
submitted)
Belowground: N vs P
• N and P availability are coupled by
phosphatase activity (Ratliff 2012)
9. Examples of Resource Allocation Across SitesExamples of Resource Allocation Across Sites
Above vs belowground
• Total soil respiration is negatively
related to N availability (Bae et al.
submitted)
Belowground: N vs P
• N and P availability are coupled by
phosphatase activity (Ratliff 2012)
• Fine root allocation to acquire N vs
P depends on N availability (Naples
and Fisk 2010)
• P enhances C mineralization, while
N depresses it (Santangelo et al, in prep)
10. Rastetter et al. 2013
Predictions of the multiple-element limitation modelPredictions of the multiple-element limitation model
• Allocation shifts between N and P after large-scale disturbance
• Colimitation occurs when allocation to N and P equilibrates
12. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
13. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
Allocation
feedbacks
14. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
Enzymatic
feedbacks
Allocation
feedbacks
15. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
Enzymatic
feedbacks
Allocation
feedbacks
16. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
Enzymatic
feedbacks
Allocation
feedbacks
Maintain
consistent
N:P
17. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
Enzymatic
feedbacks
Allocation
feedbacks
Maintain
consistent
N:P
18. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
Enzymatic
feedbacks
Community or
ecosystem
level?
Allocation
feedbacks
Maintain
consistent
N:P
19. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Is co-limitation a long-term outcome of ecosystem development?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
Enzymatic
feedbacks
Community or
ecosystem
level?
Allocation
feedbacks
Maintain
consistent
N:P
20. Rethinking limitationRethinking limitation
What limits productivity in northern hardwood forests?
Does a resource allocation framework explain patterns of
limitation or co-limitation?
Is co-limitation a long-term outcome of ecosystem development?
Or, is it a transient part of long-term, ultimate limitation, mediated
by shifting resource allocation?
Geohydrologic template
Available nutrients
Decomposer
microbes
mycorrhizae
Enzymatic
feedbacks
Community or
ecosystem
level?
Allocation
feedbacks
Maintain
consistent
N:P