Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Evaluation of Atmospheric Boundary Layer Height From Wind Profiling Radar and Slab Models and Its Responses to Seasonality of Land Cover, Subsidence, and Advection

Journal Article · · Journal of Geophysical Research: Atmospheres
DOI:https://doi.org/10.1029/2020jd033775· OSTI ID:1887005
 [1];  [2];  [3];  [4];  [5];  [6];  [2];  [1];  [7];  [1];  [1]
  1. Univ. of California, Berkeley, CA (United States)
  2. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
  3. Wageningen Univ. (Netherlands)
  4. Univ. of California, Davis, CA (United States)
  5. Stanford Univ., CA (United States)
  6. Pennsylvania State Univ., University Park, PA (United States)
  7. The Ohio State Univ., Columbus, OH (United States)

In this study, we evaluated the effect of land cover, atmospheric subsidence, and advection on the annual dynamics of atmospheric boundary layer (ABL) height from two contrasting sites. The first site is the Walker Branch forest, a deciduous forest of temperate climate, complex topography, and cloudy summers. The second site is the Sacramento-San Joaquin River Delta, a site of Mediterranean climate, flat terrain on a local scale, and clear summers. After testing a new algorithm to calculate ABL heights from 915 MHz radar wind profilers, we evaluated a hierarchy of three slab models to recreate the diurnal and annual patterns of ABL growth. We found that the lower ABL heights in the Delta, particularly during late summer, are driven by the combined effects of increased atmospheric subsidence and marine air advection. In both sites, the annual pattern of ABL height was strongly correlated to total daily incoming radiation, and in the Delta, the annual pattern of ABL height closely followed the seasonal patterns of sensible heat flux from a mosaic of different land covers. A land composite of latent and sensible heat fluxes obtained through a meso-network of eddy covariance measurements and the ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) mission resulted in higher model skill, thus showing that land cover heterogeneity is an important driver of ABL growth. To conclude, model simulations show that in the Delta, restoring agricultural land to wetlands with large open water areas could result in a reduction of ABL height during those months with low subsidence and advection.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC); USDA
Grant/Contract Number:
AC52-07NA27344
OSTI ID:
1887005
Report Number(s):
LLNL-JRNL-839574; 1037958
Journal Information:
Journal of Geophysical Research: Atmospheres, Journal Name: Journal of Geophysical Research: Atmospheres Journal Issue: 7 Vol. 126; ISSN 2169-897X
Publisher:
American Geophysical UnionCopyright Statement
Country of Publication:
United States
Language:
English

References (79)

United States Wind Turbine Database dataset January 2018
Shallow cumulus rooted in photosynthesis journal March 2014
Evaporation estimates using weather station data and boundary layer theory: EVAPORATION FROM WEATHER DATA journal November 2016
Improved boundary layer height measurement using a fuzzy logic method: Diurnal and seasonal variabilities of the convective boundary layer over a tropical station journal September 2017
Scale issues in boundary-layer meteorology: Surface energy balances in heterogeneous terrain journal June 1995
Response of moist convection to multi-scale surface flux heterogeneity: Response of Moist Convection to Multi-scale Surface Flux Heterogeneity journal May 2016
Interactions between dry-air entrainment, surface evaporation and convective boundary-layer development
  • van Heerwaarden, Chiel C.; Vilà-Guerau de Arellano, Jordi; Moene, Arnold F.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 135, Issue 642 https://doi.org/10.1002/qj.431
journal July 2009
Control of inversion height by surface heating journal October 1960
Models of cloud-topped mixed layers under a strong inversion journal July 1968
The development of a dry inversion-capped convectively unstable boundary layer journal July 1973
How large must surface inhomogeneities be before they influence the convective boundary layer structure? A case study journal July 1995
Modern Applied Statistics with S book August 2002
An Introduction to Boundary Layer Meteorology book January 1988
An open path, fast response infrared absorption gas analyzer for H2O and CO2 journal May 1992
Applied model for the growth of the daytime mixed layer journal August 1991
A mixed-layer model for regional evaporation journal February 1986
Boundary-layer depth and entrainment zone characterization with a boundary-layer profiler journal March 1994
Scaling Properties of Biologically Active Scalar Concentration Fluctuations in the Atmospheric Surface Layer over a Managed Peatland journal June 2010
Diurnal Evolution and Annual Variability of Boundary-Layer Height and Its Correlation to Other Meteorological Variables in California’s Central Valley journal June 2011
Measurements and Parametrizations of the Atmospheric Boundary-Layer Height at Dome C, Antarctica journal December 2011
Large-Eddy Simulations of Surface Heterogeneity Effects on the Convective Boundary Layer During the LITFASS-2003 Experiment journal July 2012
On the Effect of Surface Heat-Flux Heterogeneities on the Mixed-Layer-Top Entrainment journal March 2014
Simple estimates for vertical diffusion from sources near the ground journal January 1978
Review: the atmospheric boundary layer journal October 1994
Modeling CO2 and water vapor exchange of a temperate broadleaved forest across hourly to decadal time scales journal August 2001
Review and intercomparison of operational methods for the determination of the mixing height journal January 2000
The challenges of measuring methane fluxes and concentrations over a peatland pasture journal February 2012
The effect of land cover type and structure on evapotranspiration from agricultural and wetland sites in the Sacramento–San Joaquin River Delta, California journal June 2018
Assessing the carbon and climate benefit of restoring degraded agricultural peat soils to managed wetlands journal April 2019
Coupling between CO 2 , water vapor, temperature, and radon and their fluxes in an idealized equilibrium boundary layer over land journal January 2004
Irrigation cooling effect on temperature and heat index extremes journal January 2008
Evapotranspiration: A process driving mass transport and energy exchange in the soil-plant-atmosphere-climate system: EVAPOTRANSPIRATION AND CLIMATE journal July 2012
Gross ecosystem photosynthesis causes a diurnal pattern in methane emission from rice: GEP CAUSES DIURNAL CH journal March 2012
Drivers of change in estuarine-coastal ecosystems: Discoveries from four decades of study in San Francisco Bay journal January 2012
Annual Cycle of Planetary Boundary Layer Heights Estimated From Wind Profiler Network Data journal June 2019
A Unique Combination of Aerodynamic and Surface Properties Contribute to Surface Cooling in Restored Wetlands of the Sacramento‐San Joaquin Delta, California journal July 2018
Wildfire‐Smoke Aerosols Lead to Increased Light Use Efficiency Among Agricultural and Restored Wetland Land Uses in California's Central Valley journal February 2020
Radiosonde boundary layer budgets above a boreal forest journal December 1997
Entrainment results from the Flatland boundary layer experiments journal June 1998
Atmospheric Structure and Radar Backscattering in Clear Air journal December 1969
Impacts of wind farms on land surface temperature journal April 2012
Modelled suppression of boundary-layer clouds by plants in a CO2-rich atmosphere journal September 2012
Large-eddy simulation of a very large wind farm in a stable atmospheric boundary layer journal June 2011
Empirical evidence for a recent slowdown in irrigation-induced cooling journal August 2007
Estimating Optimal Transformations for Multiple Regression and Correlation journal September 1985
Agricultural peatland restoration: effects of land-use change on greenhouse gas (CO 2 and CH 4 ) fluxes in the Sacramento-San Joaquin Delta journal October 2014
Regional CO 2 fluxes inferred from mixing ratio measurements: estimates from flask air samples in central Kansas, USA journal January 2006
Forests and Climate Change: Forcings, Feedbacks, and the Climate Benefits of Forests journal June 2008
Radar Observations of Humidity Variability in and above the Marine Atmospheric Boundary Layer journal October 1991
Convective Boundary Layer Height Measurement with Wind Profilers and Comparison to Cloud Base journal December 1998
Convective Boundary Layer Depth: Improved Measurement by Doppler Radar Wind Profiler Using Fuzzy Logic Methods journal November 2002
The Combined Effect of Temperature and Humidity Fluctuations on Refractive Index journal January 1976
Summertime Three-Dimensional Wind Field Above Sacramento, California journal February 1983
Summer Wind Flow Regimes over the Sacramento Valley journal October 1999
A Model for the Dynamics of the Inversion Above a Convective Boundary Layer journal May 1973
Heat and Momentum Fluxes Induced by Thermal Inhomogeneities with and without Large-Scale Flow journal November 1996
Long-Term Observations of the Dynamics of the Continental Planetary Boundary Layer journal May 2001
Transition of Stratus into Fog along the California Coast: Observations and Modeling journal July 2001
An Evaluation of Wind Profiler, RASS, and Microwave Radiometer Performance journal April 1993
Parameterization of the Planetary Boundary layer for Use in General Circulation Models 1 journal February 1972
Soil Moisture Feedbacks on Convection Triggers: The Role of Soil–Plant Hydrodynamics journal February 2009
Convective Boundary Layer Depth Estimation from Wind Profilers: Statistical Comparison between an Automated Algorithm and Expert Estimations journal August 2008
Evaluation of Three Planetary Boundary Layer Schemes in the WRF Model journal September 2010
Observed Diurnal Cycle Climatology of Planetary Boundary Layer Height journal November 2010
Daytime Cycle of Low-Level Clouds and the Tropical Convective Boundary Layer in Southwestern Amazonia journal October 2005
Representing Sheared Convective Boundary Layer by Zeroth- and First-Order-Jump Mixed-Layer Models: Large-Eddy Simulation Verification journal September 2006
A Planetary Boundary Layer Height Climatology Derived from ECMWF Reanalysis Data journal August 2013
Marine Atmospheric Boundary Layer Height over the Eastern Pacific: Data Analysis and Model Evaluation journal November 2004
Determination of Planetary Boundary Layer Height on Short Spatial and Temporal Scales: A Demonstration of the Covariance Wavelet Transform in Ground-Based Wind Profiler and Lidar Measurements* journal July 2013
Estimating Planetary Boundary Layer Heights from NOAA Profiler Network Wind Profiler Data journal September 2015
Mesoscale Influences of Wind Farms throughout a Diurnal Cycle journal July 2013
Biophysical considerations in forestry for climate protection journal June 2010
The 2018 Camp Fire: Meteorological Analysis Using In Situ Observations and Numerical Simulations journal December 2019
Estimations of the Mexicali Valley (Mexico) Mixing Height journal May 2020
Can a strong atmospheric CO 2 rectifier effect be reconciled with a “reasonable” carbon budget? journal January 1999
How will land use affect air temperature in the surface boundary layer? Lessons learned from a comparative study on the energy balance of an oak savanna and annual grassland in California, USA journal June 2013
Integrating canopy and large-scale effects in the convective boundary-layer dynamics during the CHATS experiment journal January 2017
Atmospheric boundary layer dynamics from balloon soundings worldwide: CLASS4GL v1.0 journal January 2019
A simple two-dimensional parameterisation for Flux Footprint Prediction (FFP) journal January 2015

Similar Records

Effect of Surface Heterogeneity on the Boundary-Layer Height: A Case Study at a Semi-Arid Forest
Journal Article · Fri Jun 29 00:00:00 EDT 2018 · Boundary-Layer Meteorology · OSTI ID:1467258

AmeriFlux FLUXNET-1F US-Bi2 Bouldin Island corn
Dataset · Fri Dec 31 23:00:00 EST 2021 · OSTI ID:1871135

AmeriFlux US-Bi2 Bouldin Island corn
Dataset · Sun Feb 04 23:00:00 EST 2018 · OSTI ID:1419513