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Title: Mechanistic links between underestimated CO2 fluxes and non-closure of the surface energy balance in a semi-arid sagebrush ecosystem

Journal Article · · Environmental Research Letters

The surface energy balance non-closure problem in eddy covariance (EC) studies has been largely attributed to the influence of large-scale turbulent eddies (hereafter large eddies) on latent and sensible heat fluxes. However, how such large eddies concurrently affect CO2 fluxes remains less studied and mechanistic links between the energy balance non-closure and CO2 fluxes are not well understood. Here, using turbulence data collected from an EC tower over a sagebrush ecosystem during two growing seasons, we decomposed the turbulence data into small and large eddies at a cutoff frequency and analyzed their contributions to the fluxes. We found that the magnitude of CO2 fluxes decreased concurrently with decreased sensible and latent heat fluxes (and thus increased energy balance non-closure), primarily caused by large turbulent eddies. The contributions of such large eddies to fluxes are dependent not only upon their magnitudes of vertical velocity (w) and scalars (i.e. temperature, water vapor density, and CO2 concentration), but also upon the phase differences between the large eddies of w and scalars via their covariances. Enlarged phase differences between large eddies of w and these scalars simultaneously led to reductions in the magnitudes of both CO2 and heat fluxes, linking the lower CO2 fluxes to energy balance non-closure. Such increased phase differences of large eddies were caused by changes in the structures of large eddies from unstable to near neutral conditions. Given widespread observations in non-closure in the flux community, the processes identified here may bias CO2 fluxes at many sites and cause upscaled regional and global budgets to be underestimated. More studies are needed to investigate how landscape heterogeneity influences CO2 fluxes through the influence of associated large eddies on flux exchange.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1506141
Alternate ID(s):
OSTI ID: 1525293
Report Number(s):
PNNL-SA-142139
Journal Information:
Environmental Research Letters, Vol. 14, Issue 4; ISSN 1748-9326
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 13 works
Citation information provided by
Web of Science

References (34)

Spectral Short-circuiting and Wake Production within the Canopy Trunk Space of an Alpine Hardwood Forest journal December 2007
Secondary circulations at a solitary forest surrounded by semi-arid shrubland and their impact on eddy-covariance measurements journal October 2015
The Energy Balance Closure Problem: an Overview journal September 2008
Results Of A Panel Discussion About The Energy Balance Closure Correction For Trace Gases journal April 2011
Non-closure of the surface energy balance explained by phase difference between vertical velocity and scalars of large atmospheric eddies journal March 2017
Large eddies modulating flux convergence and divergence in a disturbed unstable atmospheric surface layer: LARGE EDDIES MODULATING FLUX journal February 2016
A novel approach to evaluate soil heat flux calculation: An analytical review of nine methods: Soil Heat Flux Calculation journal July 2017
A review on Hilbert-Huang transform: Method and its applications to geophysical studies journal January 2008
The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis
  • Huang, Norden E.; Shen, Zheng; Long, Steven R.
  • Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, Vol. 454, Issue 1971 https://doi.org/10.1098/rspa.1998.0193
journal March 1998
LES Study of the Energy Imbalance Problem with Eddy Covariance Fluxes journal March 2004
Turbulent eddy motion at the forest-atmosphere interface journal June 1997
The Ejection-Sweep Character of Scalar Fluxes in the Unstable Surface Layer journal April 1997
Reflections on the surface energy imbalance problem journal April 2012
Coherent Structures and the Dissimilarity of Turbulent Transport of Momentum and Scalars in the Unstable Atmospheric Surface Layer journal April 2011
Intrinsic Constraints on Asymmetric Turbulent Transport of Scalars Within the Constant Flux Layer of the Lower Atmosphere: CONSTANT FLUX LAYER journal February 2018
Sensitivity analysis for two ground heat flux calculation approaches journal October 2005
Changes in the surface energy budget after fire in boreal ecosystems of interior Alaska: An annual perspective journal January 2005
Eddy covariance measurements of surface energy budget and evaporation in a cool season over southern open water in Mississippi journal January 2009
The energy balance experiment EBEX-2000. Part II: Intercomparison of eddy-covariance sensors and post-field data processing methods journal November 2006
Groundwater‐River Water Exchange Enhances Growing Season Evapotranspiration and Carbon Uptake in a Semiarid Riparian Ecosystem journal January 2019
The AmeriFlux network: A coalition of the willing journal February 2018
The Energy Balance Experiment EBEX-2000. Part I: overview and energy balance journal March 2007
Time dependency of eddy covariance site energy balance journal February 2018
Impacts of soil heat flux calculation methods on the surface energy balance closure journal December 2015
A data-driven analysis of energy balance closure across FLUXNET research sites: The role of landscape scale heterogeneity journal April 2013
Correcting eddy-covariance flux underestimates over a grassland journal June 2000
Observation analysis of land-atmosphere interactions over the Loess Plateau of northwest China journal January 2010
Application of the Hilbert–Huang Transform to the Estimation of Air-Sea Turbulent Fluxes journal November 2012
Energy balance closure at FLUXNET sites journal December 2002
Can an energy balance model provide additional constraints on how to close the energy imbalance? journal February 2013
Ensemble Empirical mode Decomposition: a Noise-Assisted data Analysis Method journal January 2009
Turbulence Spectra and Cospectra Under the Influence of Large Eddies in the Energy Balance EXperiment (EBEX) journal May 2010
Diurnal Variations of the Flux Imbalance Over Homogeneous and Heterogeneous Landscapes journal May 2018
Dependence of Turbulent and Mesoscale Velocity Variances on Scale and Stability journal March 2001

Figures / Tables (4)