skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Water-stress-induced breakdown of carbon–water relations: indicators from diurnal FLUXNET patterns

Journal Article · · Biogeosciences (Online)
 [1];  [2];  [1];  [3];  [1]
  1. Max Planck Society, Jena (Germany). Max Planck Inst. for Biogeochemistry
  2. Max Planck Society, Jena (Germany). Max Planck Inst. for Biogeochemistry; Univ. of Lisbon, Lisbon (Portugal)
  3. Max Planck Society, Jena (Germany). Max Planck Inst. for Biogeochemistry; Michael Stifel Center Jena for Data-Driven and Simulation Science, Jena (Germany)

Understanding of terrestrial carbon and water cycles is currently hampered by an uncertainty in how to capture the large variety of plant responses to drought. In FLUXNET, the global network of CO2 and H2O flux observations, many sites do not uniformly report the ancillary variables needed to study drought response physiology. To this end, we outline two data-driven indicators based on diurnal energy, water, and carbon flux patterns derived directly from the eddy covariance data and based on theorized physiological responses to hydraulic and non-stomatal limitations.Hydraulic limitations (i.e. intra-plant limitations on water movement) are proxied using the relative diurnal centroid ( C ET * ), whichmeasures the degree to which the flux of evapotranspiration (ET) is shiftedtoward the morning. Non-stomatal limitations (e.g. inhibitions of biochemical reactions, RuBisCO activity, and/or mesophyll conductance) are characterized by the Diurnal Water–Carbon Index (DWCI), which measures the degree of coupling between ET and gross primary productivity (GPP) within each day.As a proof of concept we show the response of the metrics at six European sites during the 2003 heat wave event, showing a varied response of morning shifts and decoupling. Globally, we found indications of hydraulic limitations in the form of significantly high frequencies of morning-shifted days in dry/Mediterranean climates and savanna/evergreen plant functional types (PFTs), whereas high frequencies of decoupling were dominated by dry climates and grassland/savanna PFTs indicating a prevalence of non-stomatal limitations in these ecosystems. Wholly, both the diurnal centroid and DWCI were associated with high net radiation and low latent energy typical of drought. Using three water use efficiency (WUE) models, we found the mean differences between expected and observed WUE to be -0.09 to0.44µmolmmol-1 and -0.29 to -0.40µmolmmol-1 for decoupled and morning-shifted days, respectively, compared to mean differences -1.41 to -1.42µmol mmol-1 in dry conditions, suggesting that morning shifts/hydraulic responses are associated with an increase in WUE,whereas decoupling/non-stomatal limitations are not.

Research Organization:
Oregon State Univ., Corvallis, OR (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
FG02-04ER63911; FG02-04ER63917
OSTI ID:
1503311
Journal Information:
Biogeosciences (Online), Vol. 15, Issue 8; ISSN 1726-4189
Publisher:
European Geosciences UnionCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 19 works
Citation information provided by
Web of Science

References (51)

Temporal and among-site variability of inherent water use efficiency at the ecosystem level: VARIABILITY OF INHERENT WUE journal June 2009
Inverse modeling of seasonal drought effects on canopy CO 2 /H 2 O exchange in three Mediterranean ecosystems journal January 2003
Water potential regulation, stomatal behaviour and hydraulic transport under drought: deconstructing the iso/anisohydric concept: Deconstructing the iso/anisohydric concept journal December 2016
Mesophyll diffusion conductance to CO2: An unappreciated central player in photosynthesis journal September 2012
Minimum hydraulic safety leads to maximum water-use efficiency in a forage grass: Minimum hydraulic safety, maximum water-use efficiency journal November 2010
How do leaf and ecosystem measures of water-use efficiency compare? journal June 2017
On the complementary relationship between marginal nitrogen and water-use efficiencies among Pinus taeda leaves grown under ambient and CO2-enriched environments journal January 2013
Reduction of ecosystem productivity and respiration during the European summer 2003 climate anomaly: a joint flux tower, remote sensing and modelling analysis journal March 2007
A quantitative assessment of a terrestrial biosphere model's data needs across North American biomes: PEcAn/ED model-data uncertainty analysis journal March 2014
Water-Use Efficiency of the Terrestrial Biosphere: A Model Analysis Focusing on Interactions between the Global Carbon and Water Cycles journal April 2012
Towards an improved and more flexible representation of water stress in coupled photosynthesis–stomatal conductance models journal October 2011
Seasonal and interannual patterns of carbon and water fluxes of a poplar plantation under peculiar eco-climatic conditions journal September 2009
Characterizing the diurnal patterns of errors in the prediction of evapotranspiration by several land-surface models: An NACP analysis: Error patterns in modeled transpiration journal July 2014
Regression Quantiles journal January 1978
Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation journal January 2006
Evaluating stomatal models and their atmospheric drought response in a land surface scheme: A multibiome analysis: MULTIBIOME STOMATAL MODEL EVALUATION journal October 2015
Optimization of stomatal conductance for maximum carbon gain under dynamic soil moisture journal December 2013
A stomatal optimization theory to describe the effects of atmospheric CO2 on leaf photosynthesis and transpiration journal December 2009
On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm journal September 2005
Daily underlying water use efficiency for AmeriFlux sites: DAILY UNDERLYING WUE journal May 2015
Europe-wide reduction in primary productivity caused by the heat and drought in 2003 journal September 2005
Surface energy balance closure by the eddy-covariance method above three boreal forest stands and implications for the measurement of the CO2 flux journal November 2006
Reflections on the surface energy imbalance problem journal April 2012
The effect of soil water content, soil temperature, soil pH-value and the root mass on soil CO2 efflux – A modified model journal January 2005
The importance of radiation for semiempirical water-use efficiency models journal January 2017
Severe drought effects on ecosystem CO2 and H2O fluxes at three Mediterranean evergreen sites: revision of current hypotheses? journal October 2002
Global variations in ecosystem-scale isohydricity journal July 2016
Integrating plant hydraulics and gas exchange along the drought-response trait spectrum journal October 2014
Evidence for soil water control on carbon and water dynamics in European forests during the extremely dry year: 2003 journal March 2007
Leaf stomatal responses to vapour pressure deficit under current and CO 2 -enriched atmosphere explained by the economics of gas exchange journal August 2009
A new look at water transport regulation in plants journal July 2014
The effect of vapor pressure deficit on water use efficiency at the subdaily time scale: Underlying water use efficiency journal July 2014
Do land surface models need to include differential plant species responses to drought? Examining model predictions across a mesic-xeric gradient in Europe journal January 2015
Transpiration in the global water cycle journal June 2014
How should we model plant responses to drought? An analysis of stomatal and non-stomatal responses to water stress journal December 2013
Causes of decreased photosynthetic rate and metabolic capacity in water-deficient leaf cells: a critical evaluation of mechanisms and integration of processes journal January 2009
Increase in forest water-use efficiency as atmospheric carbon dioxide concentrations rise journal July 2013
Partitioning evapotranspiration based on the concept of underlying water use efficiency: ET PARTITIONING journal February 2016
An overview of models of stomatal conductance at the leaf level: Models of stomatal conductance journal July 2010
Drought limitations to leaf-level gas exchange: results from a model linking stomatal optimization and cohesion-tension theory: Drought limitations to gas exchange journal January 2016
Early-Morning Flow Transition in a Valley in Low-Mountain Terrain Under Clear-Sky Conditions journal April 2014
Characterisation of ecosystem water-use efficiency of european forests from eddy covariance measurements journal January 2008
How is water-use efficiency of terrestrial ecosystems distributed and changing on Earth? journal December 2014
ABA-based chemical signalling: the co-ordination of responses to stress in plants journal February 2002
Temperature response of parameters of a biochemically based model of photosynthesis. II. A review of experimental data journal September 2002
On the Assessment of Surface Heat Flux and Evaporation Using Large-Scale Parameters journal February 1972
A roadmap for improving the representation of photosynthesis in Earth system models journal November 2016
Do Woody Plants Operate Near the Point of Catastrophic Xylem Dysfunction Caused by Dynamic Water Stress?: Answers from a Model journal November 1988
Energy balance closure at FLUXNET sites journal December 2002
Diurnal centroid of ecosystem energy and carbon fluxes at FLUXNET sites: DIURNAL ENERGY FLUXES AT FLUXNET SITES journal November 2003
miRNALoc: predicting miRNA subcellular localizations based on principal component scores of physico-chemical properties and pseudo compositions of di-nucleotides journal September 2020

Cited By (5)

An Algorithm Differentiating Sunlit and Shaded Leaves for Improving Canopy Conductance and Vapotranspiration Estimates journal April 2019
Coupling Water and Carbon Fluxes to Constrain Estimates of Transpiration: The TEA Algorithm journal December 2018
Monitoring Tree Sway as an Indicator of Water Stress journal November 2019
Carbon–water flux coupling under progressive drought journal January 2019
Using phase lags to evaluate model biases in simulating the diurnal cycle of evapotranspiration: a case study in Luxembourg journal January 2019

Similar Records

Marine boundary layer aerosol in the eastern North Atlantic: seasonal variations and key controlling processes
Journal Article · Wed Dec 12 00:00:00 EST 2018 · Atmospheric Chemistry and Physics (Online) · OSTI ID:1503311

Improved retrievals of carbon dioxide from Orbiting Carbon Observatory-2 with the version 8 ACOS algorithm
Journal Article · Tue Dec 11 00:00:00 EST 2018 · Atmospheric Measurement Techniques (Online) · OSTI ID:1503311

Evaluation of global simulations of aerosol particle and cloud condensation nuclei number, with implications for cloud droplet formation
Journal Article · Mon Jul 08 00:00:00 EDT 2019 · Atmospheric Chemistry and Physics (Online) · OSTI ID:1503311