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A Comparison of the Diel Cycle of Modeled and Measured Latent Heat Flux During the Warm Season in a Colorado Subalpine Forest

Journal Article · · Journal of Advances in Modeling Earth Systems
DOI:https://doi.org/10.1002/2017MS001248· OSTI ID:1424803
 [1];  [2];  [3];  [2];  [2];  [4];  [5]
  1. Department of Geography University of Colorado Boulder CO USA, National Center for Atmospheric Research Boulder CO USA
  2. National Center for Atmospheric Research Boulder CO USA
  3. National Center for Atmospheric Research Boulder CO USA, Institute of Arctic and Alpine Research, University of Colorado Boulder CO USA
  4. Institute of Arctic and Alpine Research, University of Colorado Boulder CO USA, School of Geography and Development University of Arizona, the College of Social and Behavioral Sciences Tucson AZ USA
  5. Department of Geography University of Colorado Boulder CO USA
Abstract

Precipitation changes the physiological characteristics of an ecosystem. Because land‐surface models are often used to project changes in the hydrological cycle, modeling the effect of precipitation on the latent heat flux λE is an important aspect of land‐surface models. Here we contrast conditionally sampled diel composites of the eddy‐covariance fluxes from the Niwot Ridge Subalpine Forest AmeriFlux tower with the Community Land Model (CLM, version 4.5). With respect to measured λE during the warm season: for the day following above‐average precipitation, λE was enhanced at midday by ≈40 W m −2 (relative to dry conditions), and nocturnal λE increased from ≈10 W m −2 in dry conditions to over 20 W m −2 in wet conditions. With default settings, CLM4.5 did not successfully model these changes. By increasing the amount of time that rainwater was retained by the canopy/needles, CLM was able to match the observed midday increase in λE on a dry day following a wet day. Stable nighttime conditions were problematic for CLM4.5. Nocturnal CLM λE had only a small (≈3 W m −2 ) increase during wet conditions, CLM nocturnal friction velocity u was smaller than observed u , and CLM canopy air temperature was 2°C less than those measured at the site. Using observed u as input to CLM increased λE ; however, this caused CLM λE to be increased during both wet and dry periods. We suggest that sloped topography and the ever‐present drainage flow enhanced nocturnal u and λE . Such phenomena would not be properly captured by topographically blind land‐surface models, such as CLM.

Sponsoring Organization:
USDOE
OSTI ID:
1424803
Alternate ID(s):
OSTI ID: 1424805
Journal Information:
Journal of Advances in Modeling Earth Systems, Journal Name: Journal of Advances in Modeling Earth Systems Journal Issue: 3 Vol. 10; ISSN 1942-2466
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (78)

Assessing a dry surface layer-based soil resistance parameterization for the Community Land Model using GRACE and FLUXNET-MTE data journal September 2014
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
Improving the representation of hydrologic processes in Earth System Models: REPRESENTING HYDROLOGIC PROCESSES IN EARTH SYSTEM MODELS journal August 2015
The relative contributions of alpine and subalpine ecosystems to the water balance of a mountainous, headwater catchment: WATER BALANCE OF A MIXED ALPINE/SUBALPINE HEADWATER CATCHMENT journal June 2015
Estimation of vertical profiles of leaf drying times after daytime rainfall within a Bornean tropical rainforest journal August 2008
The UCD Advanced Canopy-Atmosphere-Soil Algorithm: Comparisons with observations from different climate and vegetation regimes journal October 2000
Evaporation into the Atmosphere: Theory, History and Applications book January 1982
Non-dimensional wind and temperature profiles in the atmospheric surface layer: A re-evaluation journal January 1988
Coherent eddies and turbulence in vegetation canopies: The mixing-layer analogy journal March 1996
Evidence of pressure-forced turbulent flow in a forest journal February 1992
Tree species effects on ecosystem water-use efficiency in a high-elevation, subalpine forest journal September 2009
50 Years of the Monin–Obukhov Similarity Theory journal June 2006
A simple unified theory for flow in the canopy and roughness sublayer journal March 2007
Scalar Concentration Profiles in the Canopy and Roughness Sublayer journal October 2008
Atmospheric Stability Effects on Wind Fields and Scalar Mixing Within and Just Above a Subalpine Forest in Sloping Terrain journal November 2010
Evaporation components of a boreal forest: variations during the growing season journal October 1997
Spatial and temporal controls of soil respiration rate in a high-elevation, subalpine forest journal April 2003
Energy budget above a high-elevation subalpine forest in complex topography journal January 2002
Airflows and turbulent flux measurements in mountainous terrain journal October 2003
An approach to couple vegetation functioning and soil-vegetation-atmosphere-transfer models for semiarid grasslands during the HAPEX-Sahel experiment journal January 1997
Flow divergence and density flows above and below a deciduous forest journal August 2006
CO2 transport over complex terrain journal July 2007
Controls over ozone deposition to a high elevation subalpine forest journal September 2009
Nocturnal evapotranspiration in eddy-covariance records from three co-located ecosystems in the Southeastern U.S.: Implications for annual fluxes journal September 2009
Reflections on the surface energy imbalance problem journal April 2012
Toward biologically meaningful net carbon exchange estimates for tall, dense canopies: Multi-level eddy covariance observations and canopy coupling regimes in a mature Douglas-fir forest in Oregon journal May 2013
Rainfall interception and the coupled surface water and energy balance journal December 2015
Canopy skin temperature variations in relation to climate, soil temperature, and carbon flux at a ponderosa pine forest in central Oregon journal October 2016
Continuous, long-term, high-frequency thermal imaging of vegetation: Uncertainties and recommended best practices journal November 2016
Limitations to winter and spring photosynthesis of a Rocky Mountain subalpine forest journal April 2018
Ecological Climatology book January 2008
Stratified Atmospheric Boundary Layers journal March 1999
The Stable Atmospheric Boundary Layer over an Antarctic ice Sheet journal May 1999
Evaluating a Model of Evaporation and Transpiration with Observations in a Partially Wet Douglas-Fir Forest journal September 2003
Evaporation From rain-wetted forest in relation to canopy wetness, canopy cover, and net radiation journal December 2001
Modeling and measuring the nocturnal drainage flow in a high-elevation, subalpine forest with complex terrain journal January 2005
Use of FLUXNET in the Community Land Model development: USE OF FLUXNET IN THE CLM DEVELOPMENT journal March 2008
Improvements to the Community Land Model and their impact on the hydrological cycle: COMMUNITY LAND MODEL HYDROLOGY journal March 2008
Effects of soil wetness, plant litter, and under-canopy atmospheric stability on ground evaporation in the Community Land Model (CLM3.5): NEW SCHEMES FOR CLM3.5 SOIL EVAPORATION journal January 2009
On the coupling strength between the land surface and the atmosphere: From viewpoint of surface exchange coefficients journal January 2009
Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data journal January 2011
Reconciling leaf physiological traits and canopy flux data: Use of the TRY and FLUXNET databases in the Community Land Model version 4: COMMUNITY LAND MODEL CANOPY SCALING journal June 2012
The FIFE surface diurnal cycle climate journal January 1995
Evaporation from the wet canopy of a pine forest journal December 1977
Seasonal patterns and environmental control of carbon dioxide and water vapour exchange in an ecotonal boreal forest journal December 1999
Carbon sequestration in a high-elevation, subalpine forest journal May 2002
'Single-Layer Models of Evaporation From Plant Canopies Are Incorrect but Useful, Whereas Multilayer Models Are Correct but Useless': Discuss journal January 1988
Fluxes of energy, water, and carbon dioxide from mountain ecosystems at Niwot Ridge, Colorado journal April 2014
Atmospheric Boundary Layer Flows: Their Structure and Measurement book March 1994
Spatial and temporal variability in forest-atmosphere CO2 exchange journal October 2004
Intercomparison of Bulk Aerodynamic Algorithms for the Computation of Sea Surface Fluxes Using TOGA COARE and TAO Data journal October 1998
Flux-Profile Relationships in the Atmospheric Surface Layer journal March 1971
FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities journal November 2001
Enhancement of Evaporation from a Large Northern Lake by the Entrainment of Warm, Dry Air journal August 2003
Evaluating the Performance of Land Surface Models journal November 2008
Evaluating the JULES Land Surface Model Energy Fluxes Using FLUXNET Data journal April 2010
Understanding the Daily Cycle of Evapotranspiration: A Method to Quantify the Influence of Forcings and Feedbacks journal December 2010
The Diurnal Behavior of Evaporative Fraction in the Soil–Vegetation–Atmospheric Boundary Layer Continuum journal December 2011
Stable Atmospheric Boundary Layers and Diurnal Cycles: Challenges for Weather and Climate Models journal November 2013
Atmospheric Stability Influences on Coupled Boundary Layer and Canopy Turbulence journal April 2016
Exploring Self-Correlation in Flux–Gradient Relationships for Stably Stratified Conditions journal November 2006
Treatment of Undercanopy Turbulence in Land Models journal December 2005
On Estimating Wet Canopy Evaporation from Deciduous and Coniferous Forests in the Asian Monsoon Climate journal June 2012
The Partitioning of Evapotranspiration into Transpiration, Soil Evaporation, and Canopy Evaporation in a GCM: Impacts on Land–Atmosphere Interaction journal August 2007
The Contribution of Advective Fluxes to net Ecosystem Exchange in a High-Elevation, Subalpine Forest journal September 2008
EDDY COVARIANCE CO 2 FLUX MEASUREMENTS IN NOCTURNAL CONDITIONS: AN ANALYSIS OF THE PROBLEM journal September 2008
An Introduction to flux Measurements in Difficult Conditions journal September 2008
Nighttime Evapotranspiration from Alfalfa and Cotton in a Semiarid Climate journal January 2006
Pinedale and Bull Lake Glaciation in Upper St. Vrain Drainage Basin, Boulder County, Colorado journal October 1969
A Predictive Model of Rainfall Interception in Forests. II. Generalization of the Model and Comparison with Observations in Some Coniferous and Hardwood Stands journal April 1975
Land-Surface-Atmosphere Coupling in Observations and Models: LAND-SURFACE-ATMOSPHERE COUPLING journal March 2009
The influence of warm-season precipitation on the diel cycle of the surface energy balance and carbon dioxide at a Colorado subalpine forest site journal January 2015
An observational constraint on stomatal function in forests: evaluating coupled carbon and water vapor exchange with carbon isotopes in the Community Land Model (CLM4.5) journal January 2016
Improving land surface models with FLUXNET data journal January 2009
Heat storage in forest biomass improves energy balance closure journal January 2010
FluxnetLSM R package (v1.0): a community tool for processing FLUXNET data for use in land surface modelling journal January 2017
Modeling stomatal conductance in the earth system: linking leaf water-use efficiency and water transport along the soil–plant–atmosphere continuum journal January 2014
Putting the "vap" into evaporation journal January 2007

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