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Title: Insights of Boundary Layer Turbulence Over the Complex Terrain of Central Himalaya from GVAX Field Campaign

Journal Article · · Asia-Pacific Journal of Atmospheric Sciences
 [1];  [2];  [1];  [3]
  1. Aryabhatta Research Institute of Observational Sciences (ARIES), Nainital (India); DDU Gorakhpur University, Gorakhpur (India)
  2. Aryabhatta Research Institute of Observational Sciences (ARIES), Nainital (India)
  3. DDU Gorakhpur University, Gorakhpur (India)

Limited observations hinder understanding of turbulent characteristics in mountainous terrain resulting from heating or cooling of slopes, wind, vertical motions, and heat or moisture advection, which disperse aerosols and other pollutants over the region. In this study, the 1290 MHz radar wind profiler data are utilized to compute the boundary layer height (BLH), the refractive index structure constant (Cn2), and the energy dissipation rate (ε) over the central Himalayan site for the period of November 2011 to March 2012, from the intense Ganges Valley Aerosol Experiment (GVAX) field measurements. The radar wind profiler (RWP) based estimation of BLH and ε is validated against the radiosonde, representing the effectiveness of the datasets for further investigation. The strong seasonal variation of log Cn2 and log ε, with average values of ≈ -12 m-2/3 and -2 m2 s-3, respectively, is associated with the mountain-induced local circulations and stability in the atmospheric boundary layer. The weak stratification during weak flow is found to be responsible for deep mixing, particularly in the nocturnal boundary layer in spring. Furthermore, the level of cloud cover significantly impacts the strength of turbulence, with the highest cloud cover resulting in a substantial increase in log Cn2 (approximately -11 m-2/3) due to intense updraft and downdraft motions compared to clear skies. Additionally, the distribution of aerosol loading across the site, coupled with the behavior of BLH, atmospheric stability, and orographic-induced circulations, implies distinctive seasonal mechanisms for transporting aerosols toward the mountains. This study offers valuable insights into the diurnal and seasonal patterns of turbulent mixing and the mechanisms behind the transport of pollutants through boundary layer processes over the region.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Atmospheric Radiation Measurement (ARM) Data Center
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
2229257
Journal Information:
Asia-Pacific Journal of Atmospheric Sciences, Journal Name: Asia-Pacific Journal of Atmospheric Sciences; ISSN 1976-7633
Publisher:
SpringerCopyright Statement
Country of Publication:
United States
Language:
English

References (91)

Boundary-layer depth and entrainment zone characterization with a boundary-layer profiler journal March 1994
Diurnal Evolution and Annual Variability of Boundary-Layer Height and Its Correlation to Other Meteorological Variables in California’s Central Valley journal June 2011
Convective Boundary Layer Depth: Improved Measurement by Doppler Radar Wind Profiler Using Fuzzy Logic Methods journal November 2002
Fifty Years of Atmospheric Boundary-Layer Research at Cabauw Serving Weather, Air Quality and Climate journal July 2020
On Turbulence and Mixing in the Free Atmosphere Inferred from High-Resolution Soundings journal June 2008
Radar Measurements of Turbulent Eddy Dissipation Rate in the Troposphere: A Comparison of Techniques journal February 1995
Boundary Layer Height and Entrainment Zone Thickness Measured by Lidars and Wind-Profiling Radars journal August 2000
ARM: 1290-MHz Radar Wind Profiler/RASS (RWP1290): wind consensus data
  • Martin, Timothy; Muradyan, Paytsar; Coulter, Richard
  • Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); https://doi.org/10.5439/1025031
dataset January 1990
ARM: 1290-MHz Radar Wind Profiler/RASS (RWP1290): wind moments
  • Martin, Timothy; Muradyan, Paytsar; Coulter, Richard
  • Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); https://doi.org/10.5439/1025032
dataset January 1990
Angle of arrival fluctuations considering turbulence outer scale for optical waves’ propagation through moderate-to-strong non-Kolmogorov turbulence journal March 2014
Determining Boundary-Layer Height from Aircraft Measurements journal June 2014
Convective Boundary Layer Heights Over Mountainous Terrain—A Review of Concepts journal December 2015
A Case Study of Turbulence in the Nocturnal Boundary Layer During the Indian Summer Monsoon journal June 2018
Enhanced haze pollution by black carbon in megacities in China journal March 2016
Low-latitude mesospheric vertical winds observed using VHF radar journal November 2011
Mountain Meteorology: Fundamentals and Applications journal May 2001
A Statistical Description of Small-Scale Turbulence in the Low-Level Nocturnal Jet journal May 2004
A Study of Convection Capped by a Stable Layer Using Doppler Radar and Acoustic Echo Sounders journal September 1974
Numerical Modeling of Multiscale Dynamics at a High Reynolds Number: Instabilities, Turbulence, and an Assessment of Ozmidov and Thorpe Scales journal February 2016
Seasonal variability of vertical eddy diffusivity in the middle atmosphere: 1. Three‐year observations by the middle and upper atmosphere radar journal September 1994
Simultaneous MST radar and radiosonde measurements at Gadanki (13.5°N, 79.2°E) 2. Determination of various atmospheric turbulence parameters journal February 2003
Atmospheric Pollutant Dispersion over Complex Terrain: Challenges and Needs for Improving Air Quality Measurements and Modeling journal June 2020
Cimel Sunphotometer Quality Checked and filtered Aerosol Optical Thickness
  • Gregory, Laurie; Sivaraman, Chitra; Ma, Lynn
  • Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); ARM Data Center, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States) https://doi.org/10.5439/1461660
dataset January 2021
The climatology of planetary boundary layer height in China derived from radiosonde and reanalysis data journal January 2016
Turbulent kinetic energy dissipation rates and eddy diffusivities in the tropical mesosphere using Jicamarca radar data journal January 2007
ERA5 hourly data on pressure levels from 1940 to present dataset January 2023
Measurement of turbulent energy dissipation rates in the middle atmosphere by radar techniques: A review journal November 1985
Estimate of Boundary-Layer Depth Over Beijing, China, Using Doppler Lidar Data During SURF-2015 journal September 2016
Beam wander of partially coherent array beams through non-Kolmogorov turbulence journal April 2015
Turbulent Dissipation Rate In The Boundary Layer Via UHF Wind Profiler Doppler Spectral Width Measurements journal June 2002
Indian MST radar 2. First scientific results in ST mode journal July 1995
Diurnal and seasonal variability of TKE dissipation rate in the ABL over a tropical station using UHF wind profiler journal April 2007
Dissipation rates of turbulence kinetic energy in the free atmosphere: MST radar and radiosondes journal June 2011
Balloon-borne sounding system (BBSS), WNPN output data
  • Burk, Ken
  • Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); ARM Data Center, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States) https://doi.org/10.5439/1595321
dataset January 2022
Characteristics of Atmospheric Turbulence Retrieved From High Vertical‐Resolution Radiosonde Data in the United States journal July 2019
Estimate of Turbulent Energy Dissipation Rate From the VHF Radar and Radiosonde Observations in the Antarctic journal March 2019
Planetary boundary layer and precipitation studies using lower atmospheric wind profiler over tropical India journal August 2002
Long-term variation of boundary layer height and possible contribution factors: A global analysis journal November 2021
Aerosol and boundary-layer interactions and impact on air quality journal September 2017
Stratospheric Mixing Estimated from High-Altitude Turbulence Measurements journal June 1974
Characteristics and performance of wind profiles as observed by the radar wind profiler network of China journal August 2020
Boundary Layer Heights as Derived From Ground-Based Radar Wind Profiler in Beijing journal October 2019
Observed Diurnal Cycle Climatology of Planetary Boundary Layer Height journal November 2010
Study of the overturning length scales at the Spanish planetary boundary layer journal March 2016
Strong Mixing Events Observed near the Tropopause with the MU Radar and High-Resolution Balloon Techniques journal October 2002
Spatiotemporal characteristics of atmospheric turbulence over China estimated using operational high-resolution soundings journal May 2021
Types of Vertical Structure of the Nocturnal Boundary Layer journal June 2022
Non-stationary Generation of Weak Turbulence for Very Stable and Weak-Wind Conditions journal November 2012
Derivation of Clear-Air Turbulence Parameters from High-Resolution Radiosonde Data journal February 2017
Investigation of boundary-layer wind predictions during nocturnal low-level jet events using the Weather Research and Forecasting model: Evaluating mesoscale low-level jet simulations using the WRF model journal June 2015
Estimating Planetary Boundary Layer Heights from NOAA Profiler Network Wind Profiler Data journal September 2015
WRF and WRF-Chem v3.5.1 simulations of meteorology and black carbon concentrations in the Kathmandu Valley journal January 2018
Turbulence Dissipation Rate in the Atmospheric Boundary Layer: Observations and WRF Mesoscale Modeling during the XPIA Field Campaign journal January 2018
Doppler radar spectral width broadening due to beamwidth and wind shear journal January 1997
Planetary Boundary Layer and aerosol interactions over the Indian sub-continent journal May 2014
Investigation of atmospheric turbulence and scale lengths using radiosonde measurements of GVAX-campaign over central Himalayan region journal September 2022
Studies on refractivity structure constant, eddy dissipation rate, and momentum flux at a tropical latitude journal July 1997
Long-term mean vertical velocity measured by MST radar at Gadanki (13.5° N, 79.2° E) journal February 2009
First simultaneous measurements of ozone, CO, and NO y at a high-altitude regional representative site in the central Himalayas: OZONE, CO, AND NO y OVER THE HIMALAYAS journal February 2014
Aircraft-based observations of atmospheric boundary-layer modification over Arctic leads: Boundary-Layer Modification Over Arctic Leads journal June 2015
Biases in Thorpe-Scale Estimates of Turbulence Dissipation. Part II: Energetics Arguments and Turbulence Simulations journal October 2015
Estimating climatological planetary boundary layer heights from radiosonde observations: Comparison of methods and uncertainty analysis journal January 2010
Climatology of the planetary boundary layer over the continental United States and Europe: BOUNDARY LAYER CLIMATOLOGY: U.S. AND EUROPE journal September 2012
Exchange Processes in the Atmospheric Boundary Layer Over Mountainous Terrain journal March 2018
Prediction of Energy Dissipation Rates for Aviation Turbulence. Part I: Forecasting Nonconvective Turbulence journal February 2017
Comparison of four different types of planetary boundary layer heights during a haze episode in Beijing journal April 2020
Intercomparison of Planetary Boundary-Layer Parametrizations in the WRF Model for a Single Day from CASES-99 journal January 2011
Effects of spatial resolution on WRF v3.8.1 simulated meteorology over the central Himalaya journal March 2021
Genesis of a Severe Dust Storm Over the Indian Subcontinent: Dynamics and Impacts journal February 2022
Boundary layer evolution over the central Himalayas from radio wind profiler and model simulations journal January 2016
Wind Shear and Reflectivity Gradient Effects on Doppler Radar Spectra journal November 1968
Time Variability of Surface-Layer Characteristics over a Mountain Ridge in the Central Himalayas During the Spring Season journal October 2015
Impact of Mountainous Topography on Surface-Layer Parameters During Weak Mean-Flow Conditions journal March 2019
Turbulent length scales in a fast-flowing, weakly stratified, strait: Cook Strait, New Zealand journal August 2018
An Introduction to Boundary Layer Meteorology book January 1988
Characteristics of turbulence in the troposphere and lower stratosphere over the Indian Peninsula journal October 2015
Vertical profiles of refractivity turbulence structure constant: Comparison of observations by the Sunset Radar with a new theoretical model journal September 1978
Space and Time Filtering of Remotely Sensed Velocity Turbulence journal December 1999
Estimation of the turbulent heat flux in the lower stratosphere from high resolution radar measurements journal November 2005
Can one detect small-scale turbulence from standard meteorological radiosondes? journal January 2011
Turbulence Patch Identification in Potential Density or Temperature Profiles journal June 2010
On the effect of moisture on the detection of tropospheric turbulence from in situ measurements journal March 2013
Diurnal Mountain Wind Systems book April 2012
Doppler lidar investigation of wind turbine wake characteristics and atmospheric turbulence under different surface roughness journal May 2017
A Climatology of Merged Daytime Planetary Boundary Layer Height Over China From Radiosonde Measurements journal June 2022
Statistical Study of Atmospheric Turbulence by Thorpe Analysis journal March 2019
Latitudinal and Topographical Variabilities of Free Atmospheric Turbulence From High‐Resolution Radiosonde Data Sets journal April 2019
On the Summertime Planetary Boundary Layer with Different Thermodynamic Stability in China: A Radiosonde Perspective journal February 2018
Aircraft observed diurnal variations of the planetary boundary layer under heat waves journal May 2020
Relationship Between Fine-Particle Pollution and the Urban Heat Island in Beijing, China: Observational Evidence journal May 2018
Observations of Turbulence in Free Atmosphere by Balloon-Borne Sensors journal September 2018