L3_CNP-ECA-Root_Leaf_Traits Validation Phase 1
is page should describe Validation Tests performed for this stand alone feature and should provide links to all the result pages.
Summary
ECA was validated against 15N 32P fertilization experiments at:
(1) tropical forest
(2) alpine grassland
(3) arctic tundra
Compared with alternative competition theories, ECA was the best one that captured the nutrient partitioning among different nutrient consumers (e.g., plants and microbes).
Validation Test 1
Validation Test 1: 15N and 32P fertilization experiments at tropical forests
Date last modified: Dec 31 2015
Contributors: Qing Zhu
Provenance: (Run provenance Link, Code Tag, etc.)
Results:
Figure 1. Model perturbation experiments compared with nitrogen and phosphorus fertilization field experimental data. The blue dots show the difference between control and perturbed simulations, which mean how much newly added nutrient each consumer takes up. The red circles are recovered isotopically labeled nutrient within each consumer. Since plants phosphorus uptake was not measured at Hawaii sites, we didn’t include the plants in the perturbation study.
Validation Test 2
Validation Test 2: 15N fertilization experiments at alpine grassland site
Date last modified: Dec 31 2015
Contributors: Qing Zhu
Provenance: (Run provenance Link, Code Tag, etc.)
Results:
Figure 2. Observed plant and microbe competition pattern (triangles) compared with (1) Relative Demand competition theory (CT4; red line); (2) “microbes outcompete plant” competition theory (CT2; green line); and (3) the new competition theory based on ECA kinetics (CT5). The blue dashed line is the mean of ECA ensemble predictions using literature-derived parameters from other grassland systems. The shaded area shows 5% - 95% percentiles of those ECA ensembles. The black line shows the best parameter fit ECA model for the observations at this site. Only the ECA competition theory captures the shape and magnitude of the observed competitive environment.
Validation Test 3
Validation Test 2: 15N fertilization experiments at tundra shrub ecosystems
Date last modified: Dec 31 2015
Contributors: Qing Zhu
Provenance: (Run provenance Link, Code Tag, etc.)
Results:
Figure 3. Comparison between NH4+ uptake profiles observed and predicted by alternative competition hypotheses: (1) N-COM uses ECA; (2) RD-root assumes that the plant NH4+ demand profile is proportional to root biomass density; (3) RD-NH4 assumes that the plant NH4+ demand profile is proportional to soil NH4+ profile; and (4) MIC assumes that microbial decomposers outcompete plants.