An observational study of the planetary boundary layer height at the central nuclear
|
|
- Horatio Stafford
- 5 years ago
- Views:
Transcription
1 An observational study of the planetary boundary layer height at the central nuclear de Almaraz, Spain J.A. Garcia", M.L. Cancillo", J.L. Cano\ C. Vague* Dto. de Fisica, Universidad de Extremadura, Badajoz, Spain ^Dto. de Ciencias Atmosfericas, Universidad Complutense, Madrid, Spain Abstract The evolution of the mixing layer height, both diurnal and nocturnal and the nocturnal planetary boundary layer height has been evaluated at the Central Nuclear de Almaraz, Spain in a winter period. Results show that a surface-based stable boundary layer forms after sunset and grows during the night, and that it is completely eroded by convection only after midday. On the other hand the mixing layer height, which is lower than the nocturnal planetary boundary layer, keeps nearly steady during the night, and then grows due to convection even on a cloudy day 1 Introduction Knowledge of the planetary boundary layer (PBL) height and its time evolution is of major interest in boundary layer modelling and its parameterization. It is also very important in the study of pollutant dispersion because it is used as an external parameter in air quality and dispersion modelling (e.g. Panmier et. al. [6], Sullivan et. al. [8]). The purpose of the present paper is to report on the observational study undertaken at the Central Nuclear de Almaraz, Spain. The objective of the program was a preliminary study of the boundary layer height in winter situations using potential temperatures and bulk Richardson number profiles. The planetary boundary layer height is defined as the vertical extent of the troposphere directly influenced by the presence of the earth's surface responding to surface forcing with a timescale of about one hour or less (Stull)[7]. In environmental meteorology, there is also introduced the mixing layer (ML) height, as the extent of the troposphere where vigorous vertical mixing of pollutants occurs. The PBL thickness varies over the course of the day, from a few hundred meters at dawn to a few kilometers about midday. Not only are changes produced in height but also in its dynamic structure. For example, vertical mixing due to turbulence within the nocturnal boundary layer is much less than during daytime, due to the effects of negative buoyancy associated with nighttime surface temperature inversion.
2 348 Pollution Control and Monitoring During the day the PBL top is usually identified with the base of an elevated inversion or stable layer capping a well-mixed convectively driven boundary layer. In these conditions, this top is also the ML top. In order to evaluate the PBL(ML) height, we shall suppose that the PBL top is reached once the bulk Rich ad son number defined by *< >- f "v "'?";* ' ["raarrj "> has reached the critical value Rib^r 0.5 (see Troen and Mahrt [9], Andre and Mahrt [1]). The height so determined will be denoted h^. The variable 0^ is the virtual potential temperature of the air plumes near the ground, and has been chosen to be the virtual potential temperature of the first level of the observed sounding (5 m), because the ground heating in winter (when the experiment was carried out) is not too important.also, i/max is the maximum wind speed between 0 and }\m- We have taken the maximum value of u, instead of u(h), in order to simulate better the mechanical generation of turbulence in the layer (0, h^). Equation (1), can be written as It can be seen from (2) that the height h, coincides with that obtained from the intersection of the surface adiabatic with the observed virtual potential temperature profile (Gv(hm) = QVS) if the maximum wind speed u^ax is small, i.e., if the generation of mechanical turbulence is negligible. In well-developed convective situations, the influence of the second term in (2) is very small and the election of Ribcr is not critical. On the contrary, in near-neutral situations, h, is quite dependent on the chosen value of Rib^- Another method to identify the ML height is to look at the influence of the surface heating by examining two consecutive virtual potential temperature soundings. During the night or in the case of a surface-based stable boundary layer, neither the PBL height nor the ML height are as well defined as in the convective case. In these situations the buoyancy forces are opposed to the effects of the mechanical turbulence, weakening the mixing processes. However, near the ground, where the shear can be high, there subsists a certain level of turbulence, high enough to keep this layer well mixed, transferring heat from above to the cooled ground and extending this cooling upward, at the same time as pollutants emitted near the ground level are mixed. Surface cooling is also transmitted to the atmosphere through radiative transfer, so that the nocturnal boundary layer depth (NBL), defined as the height up to which cooling of the atmosphere due to the presence of the ground is important, could be much greater than the ML depth. Thus, during the night the planetary boundary layer could be considered as multilayer, with a turbulent layer near the ground and a nonturbulent layer above but with significant cooling. In this simplified picture of the nocturnal planetary boundary layer, we are neglecting effects such as horizontal advection, katabatic winds, high level turbulence associated with the low level wind maximum (LLJ), discontinuous turbulence, etc. The top of the ML is usually defined as the height at which turbulence, measured through the heat flux or the momentum flux, decreases to a small fraction, say
3 Pollution Control and Monitoring 349 5%, of its surface value. High resolution profiles of turbulent parameters covering the range 50 to 500 m are needed to use this definition. Such measurements are only possible at very selected sites or during special boundary layer experiments (e.g. Niewstadt [2]). An easier way to estimate the turbulence level is through the gradient Richardson number Ri as this only requires knowing the temperature and speed profiles. Theoretically, when this number is less than or greater than a critical value (usually between 0.25 and 1), the atmosphere flow becomes turbulent or laminar respectively. Unfortunately its proper evaluation requires a high degree of accuracy in the speed measurements as its square gradient appears at the denominator in the Ri definition. A similar number that does not suffer from this problem is the bulk Richardson number Rib. Again, unfortunately different definitions can be found in the literature, but for continuity with the diurnal cases, we shall use here that given in ( 1). With reference to the nocturnal boundary layer depth, there are several definitions in the scientific literature, among which can be cited: The surface inversion height h,-, proposed by Yu [10] and defined as the height where the temperature gradient reaches its dry adiabatic value. The problem with this definition is that it does not include the thicker layer of significantly stratified air situated above. The height h# to which significant cooling has extended, as judged from the time evolution of the potential temperature profile (Melgarejo and Deardorff) [5]. In this case the problem is that two soundings are needed which could lead to considerable noise. # The height hg where the influence of surface cooling is transmitted, evaluated through there being a significant increase of the stratification (Mahrt et. al.) [3]. This is a graphical method. The problem here is that it sometimes is difficult to determine where the beginning of the stratification is located. * The height h^ where the potential temperature gradient jp exceeds 3.5 W~*K m-i (Andre and Mahrt) [1]. In this paper, the graphical hg, and numerical h^ will be used. 2 Data Data were gathered between February 8th and February 12th at the Central Nuclear de Almaraz, Spain (39 45'N, 5 40'W, 225 m ASL) with an AIR, USA, tethersonde system and a 15 m meteorological mast with a sonic anemometer mounted on its top and more conventional equipment along it. The tethersonde system provides profiles of temperature, pressure, mixing ratio, wind speed, wind direction and height above the ground up to a maximum height of 1000 m. Measurements were taken, when it was possible, 6 times a day at about: 9, 11, 14, 16, 18 and 24 hours, Local Standard Time (UTC + 1). Each ascent takes about 20 minutes. All times indicated in the diagrams and in the text are Local Standard Time (LST) and show the beginning of each sounding. Sunrise and
4 350 Pollution Control and Monitoring sunset took place at 0825LST and 1850LST. During the observational period a frontal system swept the Iberian Peninsula from 10 February toll February with heavy rainfalls over Almaraz during these two days, so that data taken on these days have not been analysed. February 8th was a clear sunny day with low to light winds, February 9th was a cloudy day with eight oktas during the whole day and February 12th was a clear sunny day with moderate to high winds. 3 Results and Discussion 3.1 Day 8 First, the nocturnal boundary layer height will be determined and then the mixing layer height both nocturnal and diurnal. Figure 1 shows virtual potential temperature profiles. In an attempt to identify the top of the layer with significant cooling and calculate hg, the residual layer has been extrapolated to the ground by a dotted line. According to Figure 1, the height hg at 0908LST was m. A similar value was obtained for h^. The inversion strength, measured as the difference of virtual potential temperature between Jig and the ground, was 9 C. At 1108LST hg kept stationary at m, but the inversion intensity had diminished to 3.5 C, having begun, in the layer near the ground, the erosion of the surface inversion with a superadiabatic stratification in the first 50 m. At 1821LST a new NBL has been formed with a height hg of 350 m. This value is uncertain because it is difficult to decide how to extrapolate the residual layer. The cooling depth h# and the stable layer depth h^ give 110 m which seems a more realistic value of the NBL for that time of the day. With reference to the mixing layer height h^, Figure 2 shows the bulk Richardson number profiles, and, for comparison, the Rib = 0.5 isoline. Table 1 shows the values obtained for h^. Table 1: Mixing Layer Height, 8 February time: 0908LST 1108LST 1322LST 1556LST 1821LST height: 20 m 275m 600m 815 m 100m As Figure 2 shows, the ML height does not depend on the critical value chosen for the Rib except for the 1108LST sounding, where, due to a near-neutral layer extending from 100 to 300 m, a small variation in Rib^r gives rise to very different values for h^. It is just in this situation where the height obtained through the critical bulk Richardson number (h^=275 m) differs from the height obtained through the more usual method of extending the surface adiabatic up its intersection with the sounding (h = 50 m). Figure 3 shows all soundings together. Comparing 0908LST and 1108LST profiles, it may be seen that at 1108LST the heating has reached a height of 275 m, which is identical to that of Table 1, what supports the validity of the method. Moreover, comparing the 1322LST and 1108LST profiles, it may be seen that the heating has affected a larger layer than that obtained for h^ in Table 1 at 1322LST. Unfortunately, both profiles
5 Pollution Control and Monitoring 351 are too short to evaluate the influence of this heating. These differences could be justified by heat advection, as a significant wind direction change took place between the two soundings. 3.2 Day 9 Figure 4 shows the profiles of virtual potential temperature; hg values for the NBL are: m at 0921LST and 300 m at 2409LST. At 1057LST, h, is not well defined but the two profiles (0921LST and 1057LST) are quite similar, so one has taken hg = m at this time. At 1953LST, the inversion top could not be reached because the wind was quite strong and the sounding had to be stopped at 300 m for security reasons. With reference to the ML height, Table 2 shows the values calculated for h^. The heights obtained during the day (1057LST, 1355LST, 1953LST) are similar to those obtained comparing its virtual potential temperature profiles. The 1953LST sounding is quite singular due to the high wind. Although the profile was statically stable, the whole layer spanned by the sounding could be considered turbulent, so that it appears in Table 2 with a height h^ greater than 285 Table 2: Mixing Layer Height, 9 February time: Q921LST 1057LST 1355LST 1558LST 1953LST 2429LST height: 125 m 85 m 425 m 570 m > 285 m 190 m 3.3 Day 12 Figure 5 shows virtual potential temperature profiles for 12 February. On this occasion it is quite difficult to calculate the NBL height (hg) because the residual layer is not well defined. In Figure 5 there appear two attempts to calculate it at 0835LST and 2435LST, and the results are 300 and 225 m respectively. With reference to the ML height, Table 3 shows its values for this day. Table 3: Mixing Layer Height, 12 February "time: Q835LST 1Q59LST 1345LST 2Q39LST 2435LST height: 370 m 380 m > 430 m > 340 m > 335 m As may be seen from this Table, the heights obtained at the statically stable situations (0835LST and 2435LST) are much greater than for the previous days. This is due to the mechanical turbulence generated by the strong winds observed. Figure 6 shows the profiles of wind speed. As may be seen at 0835LST, there was a sharp low-level jet at about 300 m. This jet was still present at 1059LST, though it is not so localized. As the morning develops, the jet spreads over
6 352 Pollution Control and Monitoring the whole layer, probably due to convective mixing. With the beginning of the night, the convection ceases and a new jet seems to settle in. Unfortunately the sounding had to be stopped due to the high wind and the jet is not fully resolved. 4 Summary and Conclusions The evolution of the mixing layer and the nocturnal boundary layer height have been investigated by analyzing virtual potential temperature and bulk Richardson number profiles taken at the Central Nuclear de Almaraz in a winter period. Our results show that there exists a surface-based stable layer which forms at sunset and grows during the night as may be seen by comparing hg at 1825LST ( 8 February) and h,, at 0921LST (9 February) (see Figure 7) with maximum heights of meters. On the other hand, comparing values for h^ at these same times as for h,,, the ML height does not grow during the night but instead keeps nearly constant. The surface-based stable layer is completely eroded by convection only after midday, except on 12 February when the erosion took place before, probably due to the high winds observed. It is also noteworthy that a convective boundary layer develops even on a cloudy day as occurs on 9 February (see Figure 4). The maximum height observed for the ML was about 815 m on a sunny day (8 February) and 570 m on a cloudy one (9 February). Figure 7 shows the evolution of the ML and nocturnal boundary layer height for the three clays studied. A cknowledgeinent s We would like to thank Dr. V. L. Mateos and J. Santana for their helping during the measurement period. Thanks are also due to the Central Nuclear de Almaraz for its financial support. References [1] Andre, J.C and L. Mahrt, 'The Nocturnal Surface Inversion and Influence of Clear-Air Radiative Cooling', J. Atrnos. Sci., Vol. 39, pp , [2] Niewstadt, F.T.M., 'The Turbulent Structure of the Stable Nocturnal Boundary Layer', /. Atmos. Sci., Vol 41, pp , [3] Mahrt, L., R.C. Heald, D.H. Lenschow, B.B. Stankov, I. Troen, 'An Observational Study of the Structure of the Nocturnal Boundary Layer', Bound.- Layer Meteor., Vol 17, pp , [4] Mahrt, L., 'Modelling the Depth of the Stable Boundary Layer', Bound.- Layer Meteor., Vol. 21, pp. 3-19, [5] Melgarejo J.W. and J.W. Deardorff, 'Stability Functions for the Boundary- Layer Resistance Laws Based upon Observed Boundary-Layer Heights', J. Atmos. Sci., Vol. 31, pp , 1974.
7 Pollution Control and Monitoring 353 [6] Paumier J. O., S. G. Perry, D.J. Burns, 'CTDMPLUS: A Dispersion Model for Sources near Complex Topography. Part I: Technical Formulations', J. Appl Meteor., Vol. 31, pp , [7] Stull, R.B., An Introduction to Boundary Layer Meteorology, Kluwer Academic Publisher, Dordercht, The Netherlands, [8] Sullivan, T. J. et. al., 'Atmospheric Release Advisory Capability: Real-Time Modeling of Airborne Hazardous Materials', Bull Amer. Meteor. Soc, Vol. 74, pp , [9] Troen, I. and L. Mahrt, 'A Simple Model of the Atmospheric Boundary Layer; Sensitivity to Surface Evaporation', Bound.-Layer Meteo., Vol 37, pp , [10] Yu, T.W., 'Determining Height of the Nocturnal Boundary Layer', J. Appl. Meteor., Vol. 17, pp , 1978.
8 354 Pollution Control and Monitoring Hour: Hour: ,gi 'o> x gi X Hour: Hour: ni Hour: IT Figure 1: Virtual potential temperature profiles for 8 February Height is above ground level. Hour shows the beginning and end of each sounding. Dotted lines are attempts to extrapolate the residual layer.
9 Pollution Control and Monitoring Hour: Hour: OL Rib Hour: Hour: T 600!c cr ' Hour: Rib Rib Figure 2: Bulk Richardson numbers profiles for 8 February Height is above ground level. Hour shows the beginnig and end of each sounding. The isoline Rib = 0.5 has been drawn for comparison. Rib greater than 4 has been reset to 4.
10 356 Pollution Control and Monitoring E 600 _c cr> Figure 3: Virtual potential temperature profiles for 8 February 1993.
11 Pollution Control and Monitoring 357 Hour: Hour: Hour: Hour: Hour: Figure 4: Virtual potential temperature profiles for 9 February Height is above ground level. Hour shows the beginning and end of each sounding. Dotted lines are attempts to extrapolate the residual layer.
12 358 Pollution Control and Monitoring 600 Hour: Hour: I Hour: G.('C) Hour: Hour: G.('C) Figure 5: Virtual Potential Temperature profiles for 12 February Height is above ground level. Hour shows the beginning and end of each sounding. Dotted lines are attempts to extrapolate the residual layer.
13 Pollution Control and Monitoring 359 Hour: Hour: Figure 6: Wind profiles for 12 February 1993.
14 360 Pollution Control and Monitoring 1 UUU o Q 0 i 0» 288 ) o,0,,,,,,,, I3 < ; i8 1 Day Figure 7: Time evolution of the mixing layer heights (o) and nocturnal boundary layer heights ( ) for the three days under study.
Transactions on Ecology and the Environment vol 13, 1997 WIT Press, ISSN
A Study of the Evolution of the Nocturnal Boundary-Layer Height at the Central Nuclear de Almaraz (Spain): Diagnostic Relationships Jose A Garcia*, M L Cancillo', J L Cano\ G Maqueda^, L Cana^, C Yagiie^
More informationNOTES AND CORRESPONDENCE. A Case Study of the Morning Evolution of the Convective Boundary Layer Depth
1053 NOTES AND CORRESPONDENCE A Case Study of the Morning Evolution of the Convective Boundary Layer Depth JOSÉ A. GARCÍA ANDMARÍA L. CANCILLO Departamento de Física, Universidad de Extremadura, Badajoz,
More informationLECTURE 28. The Planetary Boundary Layer
LECTURE 28 The Planetary Boundary Layer The planetary boundary layer (PBL) [also known as atmospheric boundary layer (ABL)] is the lower part of the atmosphere in which the flow is strongly influenced
More informationLecture 12. The diurnal cycle and the nocturnal BL
Lecture 12. The diurnal cycle and the nocturnal BL Over flat land, under clear skies and with weak thermal advection, the atmospheric boundary layer undergoes a pronounced diurnal cycle. A schematic and
More informationLIDAR OBSERVATIONS OF FINE-SCALE ATMOSPHERIC GRAVITY WAVES IN THE NOCTURNAL BOUNDARY LAYER ABOVE AN ORCHARD CANOPY
LIDAR OBSERVATIONS OF FINE-SCALE ATMOSPHERIC GRAVITY WAVES IN THE NOCTURNAL BOUNDARY LAYER ABOVE AN ORCHARD CANOPY Tyson N. Randall, Elizabeth R. Jachens, Shane D. Mayor California State University, Chico
More informationCharacteristics of the night and day time atmospheric boundary layer at Dome C, Antarctica
Characteristics of the night and day time atmospheric boundary layer at Dome C, Antarctica S. Argentini, I. Pietroni,G. Mastrantonio, A. Viola, S. Zilitinchevich ISAC-CNR Via del Fosso del Cavaliere 100,
More informationChapter (3) TURBULENCE KINETIC ENERGY
Chapter (3) TURBULENCE KINETIC ENERGY 3.1 The TKE budget Derivation : The definition of TKE presented is TKE/m= e = 0.5 ( u 2 + v 2 + w 2 ). we recognize immediately that TKE/m is nothing more than the
More informationτ xz = τ measured close to the the surface (often at z=5m) these three scales represent inner unit or near wall normalization
τ xz = τ measured close to the the surface (often at z=5m) these three scales represent inner unit or near wall normalization Note that w *3 /z i is used to normalized the TKE equation in case of free
More informationThe Stable Boundary layer
The Stable Boundary layer the statistically stable or stratified regime occurs when surface is cooler than the air The stable BL forms at night over land (Nocturnal Boundary Layer) or when warm air travels
More information2.1 Temporal evolution
15B.3 ROLE OF NOCTURNAL TURBULENCE AND ADVECTION IN THE FORMATION OF SHALLOW CUMULUS Jordi Vilà-Guerau de Arellano Meteorology and Air Quality Section, Wageningen University, The Netherlands 1. MOTIVATION
More informationAir Pollution Meteorology
Air Pollution Meteorology Government Pilots Utilities Public Farmers Severe Weather Storm / Hurricane Frost / Freeze Significant Weather Fog / Haze / Cloud Precipitation High Resolution Weather & Dispersion
More informationA B C D PROBLEMS Dilution of power plant plumes. z z z z
69 PROBLEMS 4. Dilution of power plant plumes Match each power plant plume (-4) to the corresponding atmospheric lapse rate (A-D, solid lines; the dashed line is the adiabatic lapse rate Γ). Briefly comment
More informationThe Atmospheric Boundary Layer. The Surface Energy Balance (9.2)
The Atmospheric Boundary Layer Turbulence (9.1) The Surface Energy Balance (9.2) Vertical Structure (9.3) Evolution (9.4) Special Effects (9.5) The Boundary Layer in Context (9.6) What processes control
More informationEnvironmental Fluid Dynamics
Environmental Fluid Dynamics ME EN 7710 Spring 2015 Instructor: E.R. Pardyjak University of Utah Department of Mechanical Engineering Definitions Environmental Fluid Mechanics principles that govern transport,
More informationPart I: Dry Convection
Turbulent dispersion and chemical transformation in the atmospheric boundary layer: Part I: Dry Convection DISPERSION Thanks: Alessandro Dosio Jordi Vilà-Guerau de Arellano WA G E N I N G E N U N I VE
More informationChapter 3. Materials and Methods
Chapter 3 Materials and Methods CHAPTER3 MATERIALS AND METHODS The present study aims to identify the role of climatic factors in the dispersal of air pollutants released into the atmosphere at some important
More informationAtmospheric Boundary Layers
Lecture for International Summer School on the Atmospheric Boundary Layer, Les Houches, France, June 17, 2008 Atmospheric Boundary Layers Bert Holtslag Introducing the latest developments in theoretical
More informationImproved Atmospheric Stable Boundary Layer Formulations for Navy Seasonal Forecasting
DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Improved Atmospheric Stable Boundary Layer Formulations for Navy Seasonal Forecasting Michael Tjernström Department of
More informationTAPM Modelling for Wagerup: Phase 1 CSIRO 2004 Page 41
We now examine the probability (or frequency) distribution of meteorological predictions and the measurements. Figure 12 presents the observed and model probability (expressed as probability density function
More informationTemperature fronts and vortical structures in turbulent stably stratified atmospheric boundary layers
VIIIth International Symposium on Stratified Flows August 29 - September 1 2016, San Diego, CA Temperature fronts and vortical structures in turbulent stably stratified atmospheric boundary layers Peter
More informationA Combined Local and Nonlocal Closure Model for the Atmospheric Boundary Layer. Part I: Model Description and Testing
SEPTEMBER 2007 P L E I M 1383 A Combined Local and Nonlocal Closure Model for the Atmospheric Boundary Layer. Part I: Model Description and Testing JONATHAN E. PLEIM Atmospheric Sciences Modeling Division,*
More informationSurface layer parameterization in WRF
Surface layer parameteriation in WRF Laura Bianco ATOC 7500: Mesoscale Meteorological Modeling Spring 008 Surface Boundary Layer: The atmospheric surface layer is the lowest part of the atmospheric boundary
More informationA Note on the Estimation of Eddy Diffusivity and Dissipation Length in Low Winds over a Tropical Urban Terrain
Pure appl. geophys. 160 (2003) 395 404 0033 4553/03/020395 10 Ó Birkhäuser Verlag, Basel, 2003 Pure and Applied Geophysics A Note on the Estimation of Eddy Diffusivity and Dissipation Length in Low Winds
More information18B.2 USING THE TLS TO IMPROVE THE UNDERSTANDING OF ATMOSPHERIC TURBULENT PROCESSES
18B. USING THE TLS TO IMPROVE THE UNDERSTANDING OF ATMOSPHERIC TURBULENT PROCESSES Florence Bocquet 1 (*), Ben B. Balsley 1, Michael Tjernström and Gunilla Svensson ( 1 ) Cooperative Institute for Research
More informationBoundary layer processes. Bjorn Stevens Max Planck Institute for Meteorology, Hamburg
Boundary layer processes Bjorn Stevens Max Planck Institute for Meteorology, Hamburg The Atmospheric Boundary Layer (ABL) An Abstraction (Wippermann 76) The bottom 100-3000 m of the Troposphere (Stull
More informationThe collapse of turbulence in the evening
The collapse of turbulence in the evening B.J.H. Van de Wiel 1, A. F. Moene 2, H.J.J. Jonker 3, P. Baas 4, S. Basu 5, J. Sun 6, and A.A.M. Holtslag 2 1 Fluid Dynamics Lab., Eindhoven, Technical University,
More information1 INTRODUCTION. showed that, for this particular LES model, the main features of the SBL are well reproduced when compared to observational data.
J. STUDY OF AN OBSERVED LOW-LEVEL JET THROUGH LARGE-EDDY SIMULATIONS J. Cuxart and M.A. Jiménez Universitat de les Illes Balears, Spain INTRODUCTION The Stable Atmospheric Boundary Layer Experiment in
More informationA Case Study on Diurnal Boundary Layer Evolution
UNIVERSITY OF OKLAHOMA A Case Study on Diurnal Boundary Layer Evolution Meteorological Measurement Systems Fall 2010 Jason Godwin 12/9/2010 Lab partners: Sam Irons, Charles Kuster, Nathan New, and Stefan
More informationWe are IntechOpen, the first native scientific publisher of Open Access books. International authors and editors. Our authors are among the TOP 1%
We are IntechOpen, the first native scientific publisher of Open Access books 3,350 108,000 1.7 M Open access books available International authors and editors Downloads Our authors are among the 151 Countries
More informationGEWEX Atmospheric Boundary Layer Model
GEWEX Atmospheric Boundary Layer Model Inter-comparison Studies Timo Vihma 1, Tiina Kilpeläinen 1, Albert A.M. Holtslag 2, Laura Rontu 1, Phil Anderson 3, Klara Finkele 4, and Gunilla Svensson 5 1 Finnish
More informationThe Atmospheric Boundary Layer. The Surface Energy Balance (9.2)
The Atmospheric Boundary Layer Turbulence (9.1) The Surface Energy Balance (9.2) Vertical Structure (9.3) Evolution (9.4) Special Effects (9.5) The Boundary Layer in Context (9.6) Fair Weather over Land
More informationTURBULENT KINETIC ENERGY
TURBULENT KINETIC ENERGY THE CLOSURE PROBLEM Prognostic Moment Equation Number Number of Ea. fg[i Q! Ilial.!.IokoQlI!!ol Ui au. First = at au.'u.' '_J_ ax j 3 6 ui'u/ au.'u.' a u.'u.'u k ' Second ' J =
More informationStudy of wind variability over Moscow city by sodar
IOP Conference Series: Earth and Environmental Science Study of wind variability over Moscow city by sodar To cite this article: V P Yushkov 2008 IOP Conf. Ser.: Earth Environ. Sci. 1 012046 View the article
More informationThe applicability of Monin Obukhov scaling for sloped cooled flows in the context of Boundary Layer parameterization
Julia Palamarchuk Odessa State Environmental University, Ukraine The applicability of Monin Obukhov scaling for sloped cooled flows in the context of Boundary Layer parameterization The low-level katabatic
More informationBoundary layer equilibrium [2005] over tropical oceans
Boundary layer equilibrium [2005] over tropical oceans Alan K. Betts [akbetts@aol.com] Based on: Betts, A.K., 1997: Trade Cumulus: Observations and Modeling. Chapter 4 (pp 99-126) in The Physics and Parameterization
More informationLecture 3. Turbulent fluxes and TKE budgets (Garratt, Ch 2)
Lecture 3. Turbulent fluxes and TKE budgets (Garratt, Ch 2) The ABL, though turbulent, is not homogeneous, and a critical role of turbulence is transport and mixing of air properties, especially in the
More information350 Int. J. Environment and Pollution Vol. 5, Nos. 3 6, 1995
350 Int. J. Environment and Pollution Vol. 5, Nos. 3 6, 1995 A puff-particle dispersion model P. de Haan and M. W. Rotach Swiss Federal Institute of Technology, GGIETH, Winterthurerstrasse 190, 8057 Zürich,
More informationA Discussion on The Effect of Mesh Resolution on Convective Boundary Layer Statistics and Structures Generated by Large-Eddy Simulation by Sullivan
耶鲁 - 南京信息工程大学大气环境中心 Yale-NUIST Center on Atmospheric Environment A Discussion on The Effect of Mesh Resolution on Convective Boundary Layer Statistics and Structures Generated by Large-Eddy Simulation
More informationThe Boundary Layer and Related Phenomena
The Boundary Layer and Related Phenomena Jeremy A. Gibbs University of Oklahoma gibbz@ou.edu February 19, 2015 1 / 49 Overview Nocturnal Low-Level Jets Introduction Climatology of LLJs Meteorological Importance
More informationPALM - Cloud Physics. Contents. PALM group. last update: Monday 21 st September, 2015
PALM - Cloud Physics PALM group Institute of Meteorology and Climatology, Leibniz Universität Hannover last update: Monday 21 st September, 2015 PALM group PALM Seminar 1 / 16 Contents Motivation Approach
More informationno eddies eddies Figure 3. Simulated surface winds. Surface winds no eddies u, v m/s φ0 =12 φ0 =0
References Held, Isaac M., and Hou, A. Y., 1980: Nonlinear axially symmetric circulations in a nearly inviscid atmosphere. J. Atmos. Sci. 37, 515-533. Held, Isaac M., and Suarez, M. J., 1994: A proposal
More information(Wind profile) Chapter five. 5.1 The Nature of Airflow over the surface:
Chapter five (Wind profile) 5.1 The Nature of Airflow over the surface: The fluid moving over a level surface exerts a horizontal force on the surface in the direction of motion of the fluid, such a drag
More informationStructure of the Entrainment Zone Capping the Convective Atmospheric Boundary Layer
3042 JOURNAL OF THE ATMOSPHERIC SCIENCES Structure of the Entrainment Zone Capping the Convective Atmospheric Boundary Layer PETER P. SULLIVAN, CHIN-HOH MOENG, BJORN STEVENS, DONALD H. LENSCHOW, AND SHANE
More informationBoundary-layer Decoupling Affects on Tornadoes
Boundary-layer Decoupling Affects on Tornadoes Chris Karstens ABSTRACT The North American low-level jet is known to have substantial impacts on the climatology of central and eastern regions of the United
More informationFor the operational forecaster one important precondition for the diagnosis and prediction of
Initiation of Deep Moist Convection at WV-Boundaries Vienna, Austria For the operational forecaster one important precondition for the diagnosis and prediction of convective activity is the availability
More informationAtmospheric Boundary Layers:
Atmospheric Boundary Layers: An introduction and model intercomparisons Bert Holtslag Lecture for Summer school on Land-Atmosphere Interactions, Valsavarenche, Valle d'aosta (Italy), 22 June, 2015 Meteorology
More informationThe collapse of atmospheric turbulence
The collapse of atmospheric turbulence Bas van de Wiel, Arnold Moene, Harm Jonker, Peter Baas, Bosveld, Jielun Sun,Sukanta Basu, Bert Holtslag, Judith Donda, Herman Clercx Terre Incognita? GABLS I: GABLS
More information6A.3 Stably stratified boundary layer simulations with a non-local closure model
6A.3 Stably stratified boundary layer simulations with a non-local closure model N. M. Colonna, E. Ferrero*, Dipartimento di Scienze e Tecnologie Avanzate, University of Piemonte Orientale, Alessandria,
More informationSensitivity of cold air pool evolution in hilly terrain regions
Sensitivity of cold air pool evolution in hilly terrain regions BRADLEY JEMMETT-SMITH 1, ANDREW ROSS 1, PETER SHERIDAN 2, JOHN HUGHES 1 21 st Symposium on Boundary Layers and Turbulence Leeds, UK 9 June
More informationAtmospheric Sciences 321. Science of Climate. Lecture 13: Surface Energy Balance Chapter 4
Atmospheric Sciences 321 Science of Climate Lecture 13: Surface Energy Balance Chapter 4 Community Business Check the assignments HW #4 due Wednesday Quiz #2 Wednesday Mid Term is Wednesday May 6 Practice
More informationRemote sensing of meteorological conditions at airports for air quality issues
Remote sensing of meteorological conditions at airports for air quality issues Stefan Emeis, Klaus Schäfer Institute for Meteorology and Climate Research Atmospheric Environmental Research (IMK-IFU) Forschungszentrum
More information7.6 SMALL SCALE TURBULENCE MODULATION BY DUCTED GRAVITY WAVES ABOVE THE NOCTURNAL BOUNDARY LAYER
7.6 SMALL SCALE TURBULENCE MODULATION BY DUCTED GRAVITY WAVES ABOVE THE NOCTURNAL BOUNDARY LAYER Yannick. Meillier *, Rod G. Frehlich, R. Michael Jones, Ben B. Balsley University of Colorado, Boulder,
More informationA Tall Tower Study of the Impact of the Low-Level Jet on Wind Speed and Shear at Turbine Heights
JP2.11 A Tall Tower Study of the Impact of the Low-Level Jet on Wind Speed and Shear at Turbine Heights Ali Koleiny Keith E. Cooley Neil I. Fox University of Missouri-Columbia, Columbia, Missouri 1. INTRODUCTION
More informationWind driven mixing below the oceanic mixed layer
Wind driven mixing below the oceanic mixed layer Article Published Version Grant, A. L. M. and Belcher, S. (2011) Wind driven mixing below the oceanic mixed layer. Journal of Physical Oceanography, 41
More informationA NUMERICAL STUDY OF DAILY TRANSITIONS IN THE CONVECTIVE BOUNDARY LAYER. Zbigniew Sorbjan
A NUMERICAL STUDY OF DAILY TRANSITIONS IN THE CONVECTIVE BOUNDARY LAYER Zbigniew Sorbjan Department of Physics, Marquette University, Milwaukee, WI 53201, U.S.A. address: Marquette University, Department
More informationTHE STRUCTURE OF THE ATMOSPHERIC BOUNDARYLAYER DURING FOGGY DAYS IN WINTER AND SPRING SEASONS AT SOUTHERT OF BEIJING
THE STRUCTURE OF THE ATMOSPHERIC BOUNDARYLAYER DURING FOGGY DAYS IN WINTER AND SPRING SEASONS AT SOUTHERT OF BEIJING HONGSHENG ZHANG, KAI WANG, FUYU LI, XINJIAN LIU, JIAYI CHEN Department of Atmospheric
More information4. Atmospheric transport. Daniel J. Jacob, Atmospheric Chemistry, Harvard University, Spring 2017
4. Atmospheric transport Daniel J. Jacob, Atmospheric Chemistry, Harvard University, Spring 2017 Forces in the atmosphere: Gravity g Pressure-gradient ap = ( 1/ ρ ) dp / dx for x-direction (also y, z directions)
More informationBoundary layer Decoupling Affects on Tornadoes. Chris Karstens Meteorology 507 May 6, 2008
Boundary layer Decoupling Affects on Tornadoes Chris Karstens Meteorology 507 May 6, 2008 Outline Background Motivation Methodology Results Conclusions References Questions Blackadar (1957). Background
More information6.10 CHARACTERIZATION OF NOCTURNAL JETS OVER PHILADELPHIA DURING AIR-POLLUTION EPISODES
6.10 CHARACTERIZATION OF NOCTURNAL JETS OVER PHILADELPHIA DURING AIR-POLLUTION EPISODES Sachin J. Verghese*, Sriram N. Kizhakkemadam, Adam Willitsford, Jason P. Collier, Sameer Unni and C. Russell Philbrick
More informationWRF/Chem forecasting of boundary layer meteorology and O 3. Xiaoming 湖南气象局 Nov. 22 th 2013
WRF/Chem forecasting of boundary layer meteorology and O 3 Xiaoming Hu @ 湖南气象局 Nov. 22 th 2013 Importance of O 3, Aerosols Have adverse effects on human health and environments Reduce visibility Play an
More informationLecture 7. Science A-30 February 21, 2008 Air may be forced to move up or down in the atmosphere by mechanical forces (wind blowing over an obstacle,
Lecture 7. Science A-30 February 21, 2008 Air may be forced to move up or down in the atmosphere by mechanical forces (wind blowing over an obstacle, like a mountain) or by buoyancy forces. Air that is
More informationUnified Cloud and Mixing Parameterizations of the Marine Boundary Layer: EDMF and PDF-based cloud approaches
DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Unified Cloud and Mixing Parameterizations of the Marine Boundary Layer: EDMF and PDF-based cloud approaches LONG-TERM
More information7.1 HIGH-RESOLUTION MODELING OF THE NIGHTTIME BOUNDARY LAYER EVOLUTION IN THE OWENS VALLEY: COMPARISON TO OBSERVATIONS
7.1 HIGH-RESOLUTION MODELING OF THE NIGHTTIME BOUNDARY LAYER EVOLUTION IN THE OWENS VALLEY: COMPARISON TO OBSERVATIONS Jürg Schmidli, Gregory Poulos Earth Observing Laboratory, NCAR, Boulder, Colorado
More informationLecture #3: Gravity Waves in GCMs. Charles McLandress (Banff Summer School 7-13 May 2005)
Lecture #3: Gravity Waves in GCMs Charles McLandress (Banff Summer School 7-13 May 2005) 1 Outline of Lecture 1. Role of GWs in the middle atmosphere 2. Background theory 3. Resolved GWs in GCMs 4. Parameterized
More informationTowards the Fourth GEWEX Atmospheric Boundary Layer Model Inter-Comparison Study (GABLS4)
Towards the Fourth GEWEX Atmospheric Boundary Layer Model Inter-Comparison Study (GABLS4) Timo Vihma 1, Tiina Nygård 1, Albert A.M. Holtslag 2, Laura Rontu 1, Phil Anderson 3, Klara Finkele 4, and Gunilla
More information14B.2 Relative humidity as a proxy for cloud formation over heterogeneous land surfaces
14B.2 Relative humidity as a proxy for cloud formation over heterogeneous land surfaces Chiel C. van Heerwaarden and Jordi Vilà-Guerau de Arellano Meteorology and Air Quality Section, Wageningen University,
More informationThe parametrization of the planetary boundary layer May 1992
The parametrization of the planetary boundary layer May 99 By Anton Beljaars European Centre for Medium-Range Weather Forecasts Table of contents. Introduction. The planetary boundary layer. Importance
More informationLarge eddy simulation studies on convective atmospheric boundary layer
Large eddy simulation studies on convective atmospheric boundary layer Antti Hellsten & Sergej Zilitinkevich Finnish Meteorological Institute Outline Short introduction to atmospheric boundary layer (ABL)
More informationTOPICS: What are Thunderstorms? Ingredients Stages Types Lightning Downburst and Microburst
THUNDERSTORMS TOPICS: What are Thunderstorms? Ingredients Stages Types Lightning Downburst and Microburst What are Thunderstorms? A storm produced by a cumulonimbus cloud that contains lightning and thunder
More informationThe atmospheric boundary layer: Where the atmosphere meets the surface. The atmospheric boundary layer:
The atmospheric boundary layer: Utrecht Summer School on Physics of the Climate System Carleen Tijm-Reijmer IMAU The atmospheric boundary layer: Where the atmosphere meets the surface Photo: Mark Wolvenne:
More informationLarge-Eddy Simulations of Tropical Convective Systems, the Boundary Layer, and Upper Ocean Coupling
DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Large-Eddy Simulations of Tropical Convective Systems, the Boundary Layer, and Upper Ocean Coupling Eric D. Skyllingstad
More informationAbstract. 1 Introduction
Application of transilient turbulence theory to a mesoscale dispersion model M. Coutinho,* C. Bon-ego,* A.I. Miranda* "IDAD - Institute of Environment and Development, 3810 Aveiro, Portugal ^Department
More informationCOMMENTS ON "FLUX-GRADIENT RELATIONSHIP, SELF-CORRELATION AND INTERMITTENCY IN THE STABLE BOUNDARY LAYER" Zbigniew Sorbjan
COMMENTS ON "FLUX-GRADIENT RELATIONSHIP, SELF-CORRELATION AND INTERMITTENCY IN THE STABLE BOUNDARY LAYER" Zbigniew Sorbjan Department of Physics, Marquette University, Milwaukee, WI 5301, U.S.A. A comment
More information4.4 DRIZZLE-INDUCED MESOSCALE VARIABILITY OF BOUNDARY LAYER CLOUDS IN A REGIONAL FORECAST MODEL. David B. Mechem and Yefim L.
4.4 DRIZZLE-INDUCED MESOSCALE VARIABILITY OF BOUNDARY LAYER CLOUDS IN A REGIONAL FORECAST MODEL David B. Mechem and Yefim L. Kogan Cooperative Institute for Mesoscale Meteorological Studies University
More informationStability of Vertically and Radially Stratified Protoplanetary Disks
Stability of Vertically and Radially Stratified Protoplanetary Disks Figure from Stoll & Kley (2014) Glen Stewart Laboratory for Atmospheric and Space Physics University of Colorado Vertical Shear instability
More informationScience Olympiad Meteorology Quiz #2 Page 1 of 8
1) The prevailing general direction of the jet stream is from west to east in the northern hemisphere: 2) Advection is the vertical movement of an air mass from one location to another: 3) Thunderstorms
More informationBOUNDARY LAYER STRUCTURE SPECIFICATION
August 2017 P09/01X/17 BOUNDARY LAYER STRUCTURE SPECIFICATION CERC In this document ADMS refers to ADMS 5.2, ADMS-Roads 4.1, ADMS-Urban 4.1 and ADMS-Airport 4.1. Where information refers to a subset of
More informationArctic Boundary Layer
Annual Seminar 2015 Physical processes in present and future large-scale models Arctic Boundary Layer Gunilla Svensson Department of Meteorology and Bolin Centre for Climate Research Stockholm University,
More informationThe Ocean-Atmosphere System II: Oceanic Heat Budget
The Ocean-Atmosphere System II: Oceanic Heat Budget C. Chen General Physical Oceanography MAR 555 School for Marine Sciences and Technology Umass-Dartmouth MAR 555 Lecture 2: The Oceanic Heat Budget Q
More informationPENETRATIVE TURBULENCE ASSOCIATED WITH MESOSCALE SURFACE HEAT FLUX VARIATIONS
PENETRATIVE TURBULENCE ASSOCIATED WITH MESOSCALE SURFACE HEAT FLUX VARIATIONS Jahrul M. Alam and M. Alamgir Hossain Department of Mathematics and Statistics, Memorial University of Newfoundland, Prince
More informationUniversity of Nevada, Reno. The Use of Nonlocal Static Stability to Determine Mixing Height from NCEP Eta Model Output over the Western U.S.
University of Nevada, Reno The Use of Nonlocal Static Stability to Determine Mixing Height from NCEP Eta Model Output over the Western U.S. A thesis submitted in partial fulfillment of the requirements
More informationAn ARM SCM Intercomparison Study-Overview and Preliminary Results for Case 1
UCRL-JC-131824 PREPRINT An ARM SCM Intercomparison Study-Overview and Preliminary Results for Case 1 R.T. Cederwall J.J. Yio S.K. Krueger This paper was prepared for submittal to the Eighth Atmospheric
More informationSupporting Information for The origin of water-vapor rings in tropical oceanic cold pools
GEOPHYSICAL RESEARCH LETTERS Supporting Information for The origin of water-vapor rings in tropical oceanic cold pools Wolfgang Langhans 1 and David M. Romps 1,2 Contents of this file 1. Texts S1 to S2
More informationM. Mielke et al. C5816
Atmos. Chem. Phys. Discuss., 14, C5816 C5827, 2014 www.atmos-chem-phys-discuss.net/14/c5816/2014/ Author(s) 2014. This work is distributed under the Creative Commons Attribute 3.0 License. Atmospheric
More informationFinal Examination, MEA 443 Fall 2008, Lackmann
Place an X here to count it double! Name: Final Examination, MEA 443 Fall 2008, Lackmann If you wish to have the final exam count double and replace your midterm score, place an X in the box above. As
More informationTHE LOW-LEVEL JET FOR BUCHAREST S AIRPORTS - A STUDY OF ITS CHARACTERISTICS IN WINTER SEASON BETWEEN 1959 AND 1982
Romanian Reports in Physics, Vol. 67. No. 2, P. 638 652, 2015 THE LOW-LEVEL JET FOR BUCHAREST S AIRPORTS - A STUDY OF ITS CHARACTERISTICS IN WINTER SEASON BETWEEN 1959 AND 1982 M. BALMEZ 1,2, F. GEORGESCU
More informationAbstract. 1 Introduction
Simulation of nocturnal drainage flows and dispersion of pollutants in a complex valley D. Boucoulava, M. Tombrou, C. Helmis, D. Asimakopoulos Department ofapplied Physics, University ofathens, 33 Ippokratous,
More informationInvestigation of the Air-Wave-Sea Interaction Modes Using an Airborne Doppler Wind Lidar: Analyses of the HRDL data taken during DYNAMO
DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Investigation of the Air-Wave-Sea Interaction Modes Using an Airborne Doppler Wind Lidar: Analyses of the HRDL data taken
More informationCHAPTER 4. THE HADLEY CIRCULATION 59 smaller than that in midlatitudes. This is illustrated in Fig. 4.2 which shows the departures from zonal symmetry
Chapter 4 THE HADLEY CIRCULATION The early work on the mean meridional circulation of the tropics was motivated by observations of the trade winds. Halley (1686) and Hadley (1735) concluded that the trade
More information4.4 INVESTIGATION OF CARBON MONOXIDE TIME EVOLUTION OVER THE CITY OF SÃO PAULO DURING THE NIGHTTIME USING LES MODEL
4.4 INVESTIGATION OF CARBON MONOXIDE TIME EVOLUTION OVER THE CITY OF SÃO PAULO DURING THE NIGHTTIME USING LES MODEL Eduardo Barbaro *, Amauri P. Oliveira, Jacyra Soares Group of Micrometeorology, University
More informationAbstract. 1 Introduction
Plume dispersion modelling during a sea-breeze event R. Salvador, E. Mantilla, M.J. Salazar, M. Millan CEAM, Palau de Pineda, Plaza del Carmen 4, E-46003, Valencia, Spain Abstract The Lagrangian Adaptative
More informationRole of nocturnal turbulence and advection in the formation of shallow cumulus over land
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY Q. J. R. Meteorol. Soc. 133: 1615 1627 (2007) Published online 5 September 2007 in Wiley InterScience (www.interscience.wiley.com).138 Role of nocturnal
More informationEliezer Kit School of Mechanical Engineering, Tel-Aviv University. In collaboration with: Joe Fernando Chris Hocut Dan Liberzon
Eliezer Kit School of Mechanical Engineering, Tel-Aviv University In collaboration with: Joe Fernando Chris Hocut Dan Liberzon Motivation and Layout of the talk Fine resolution measurements of atmospheric
More informationA closer look at boundary layer inversion. in large-eddy simulations and bulk models: Buoyancy-driven case
1 1 2 3 4 5 6 A closer look at boundary layer inversion in large-eddy simulations and bulk models: Buoyancy-driven case Pierre Gentine 1 Columbia University New York, New York 7 8 9 10 Gilles Bellon Centre
More informationHeat transport and weakening of atmospheric stability induced by mesoscale flows
JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 105, NO. D7, PAGES 9349 9363, APRIL 16, 2000 Heat transport and weakening of atmospheric stability induced by mesoscale flows G. A. Dalu Cooperative Institute for
More informationand 24 mm, hPa lapse rates between 3 and 4 K km 1, lifted index values
3.2 Composite analysis 3.2.1 Pure gradient composites The composite initial NE report in the pure gradient northwest composite (N = 32) occurs where the mean sea level pressure (MSLP) gradient is strongest
More informationAbstract. 1 Introduction
Convective boundary layer height evaluations R. Stlibi, Ph. Tercier, Ch. Haberli Environmental Meteorology, Swiss Meteorological Institute, CH-1530Payerne, Switzerland Abstract The convective boundary
More informationDispersion for point sources CE 524 February
Dispersion for point sources CE 524 February 2011 1 Concentration Air pollution law in most industrial countries based on concentration of contaminants NAAQS in US Need method dto predict concentrations
More information7C.6 MOMENTUM FLUX STRUCTURES AND STATISTICS IN LOW-WIND MARINE SURFACE LAYERS: OBSERVATIONS AND LARGE-EDDY SIMULATIONS
7C.6 MOMENTUM FLUX STRUCTURES AND STATISTICS IN LOW-WIND MARINE SURFACE LAYERS: OBSERVATIONS AND LARGE-EDDY SIMULATIONS Peter P. Sullivan 1, James B. Edson 2, Tihomir Hristov 3, and James C. McWilliams
More informationA New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes
2318 M O N T H L Y W E A T H E R R E V I E W VOLUME 134 A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes SONG-YOU HONG AND YIGN NOH Department of Atmospheric Sciences,
More information