U.S. Department of Energy Office of Biological and Environmental Research

BER Research Highlights


Model-Guided Field Experiments: Ecosystem CO2 Responses in an Australian Eucalypt Woodland
Published: May 09, 2016
Posted: November 22, 2016

Multimodel a priori predictions for ecosystem CO2 responses in interaction with nutrient and water limitation.

The Science 
Quantitative model projections were made for the recently established Eucalyptus Free-Air CO2 Enrichment (EucFACE) experiment in Australia. Model simulations were designed to evaluate the experiment data as they are collected and to identify key measurements that should be made to discriminate among competing model assumptions.

The Impact
Knowledge of the causes of variation among models is now guiding data collection in the experiment, with the expectation that the guided experimental data collection will optimally inform future model improvements.

Summary
A major uncertainty in Earth system models is the response of terrestrial ecosystems to rising atmospheric carbon dioxide (CO2) concentration, particularly in nutrient-limited environments. The EucFACE experiment, established in a nutrient- and water-limited woodland, presents a unique opportunity to address uncertainty in Earth system models, but can best do so if key model uncertainties have been identified in advance. Researchers applied seven representative vegetation models to simulate a priori possible outcomes from EucFACE. Simulated responses to elevated CO2 of annual net primary productivity (NPP) ranged from 0.5% to 25% across models. The simulated NPP reduction during a low-rainfall year varied even more widely than the CO2 response—from 24% to 70%. Key processes where assumptions caused disagreement among models included nutrient limitations to growth, feedbacks to nutrient uptake, autotrophic respiration, and the impact of low soil moisture availability on plant processes.

Contacts (BER PM)
Daniel Stover and Jared DeForest
SC-23.1
Daniel.Stover@science.doe.gov, 301-903-0289; and Jared.DeForest@science.doe.gov, 301-903-1678

(PI Contact)
Anthony Walker
Environmental Sciences Division, Climate Change Science Institute
Oak Ridge National Laboratory
walkerap@ornl.gov

Funding
The National Climate Change Adaptation Research Facility (NCCARF) and Primary Industries Adaptation Research Network (PIARN) supported this project and travel for the participants to Sydney, Australia. Support was provided via EucFACE as an initiative supported by the Australian Government through the Education Investment Fund and the Department of Industry and Science, in partnership with the University of Western Sydney. Research support came from the Australian Research Council; U.S. Department of Energy, Office of Science, Office of Biological and Environmental Research; and European Community's Seventh Framework Programme (FP7 2007-2013) under grant agreement 238366 (Greencycles II).

Publication
Medlyn, B. E., et al. 2016. “Using Models to Guide Field Experiments: A Priori Predictions for the CO2 Response of a Nutrient- and Water-Limited Native Eucalypt Woodland,” Global Change Biology 22, 2834-51. DOI: 10.1111/gcb.13268. (Reference link)

Related Link
Data

Topic Areas:

  • Research Area: Earth and Environmental Systems Modeling
  • Research Area: Terrestrial Ecosystem Science
  • Research Area: Carbon Cycle, Nutrient Cycling
  • Research Area: Free Air CO2 Enrichment (FACE)

Division: SC-23.1 Climate and Environmental Sciences Division, BER

 

BER supports basic research and scientific user facilities to advance DOE missions in energy and environment. More about BER

Recent Highlights

May 10, 2019
Quantifying Decision Uncertainty in Water Management via a Coupled Agent-Based Model
Considering risk perception can improve the representation of human decision-making processes in age [more...]

May 09, 2019
Projecting Global Urban Area Growth Through 2100 Based on Historical Time Series Data and Future Scenarios
Study provides country-specific urban area growth models and the first dataset on country-level urba [more...]

May 05, 2019
Calibrating Building Energy Demand Models to Refine Long-Term Energy Planning
A new, flexible calibration approach improved model accuracy in capturing year-to-year changes in bu [more...]

May 03, 2019
Calibration and Uncertainty Analysis of Demeter for Better Downscaling of Global Land Use and Land Cover Projections
Researchers improved the Demeter model’s performance by calibrating key parameters and establi [more...]

Apr 22, 2019
Representation of U.S. Warm Temperature Extremes in Global Climate Model Ensembles
Representation of warm temperature events varies considerably among global climate models, which has [more...]

List all highlights (possible long download time)