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Boundary-Layer Meteorology

, Volume 169, Issue 1, pp 115–138 | Cite as

A Case Study of Turbulence in the Nocturnal Boundary Layer During the Indian Summer Monsoon

  • Pramit Kumar Deb Burman
  • Thara V. Prabha
  • Ross Morrison
  • Anandakumar Karipot
Research Article

Abstract

Observations from the Cloud-Aerosol Interaction and Precipitation Enhancement Experiment-Integrated Ground Observation Campaign (CAIPEEX-IGOC) provide a rare opportunity to investigate nocturnal atmospheric surface-layer processes and surface-layer turbulent characteristics associated with the low-level jet (LLJ). Here, an observational case study of the nocturnal boundary layer is presented during the peak monsoon season over Peninsular India using data collected over a single night representative of the synoptic conditions of the Indian summer monsoon. Datasets based on Doppler lidar and eddy-covariance are used for this purpose. The LLJ is found to generate nocturnal turbulence by introducing mechanical shear at higher levels within the boundary layer. Sporadic and intermittent turbulent events observed during this period are closely associated with large eddies at the scale of the height of the jet nose. Flux densities in the stable boundary layer are observed to become non-local under the influence of the LLJ. Different turbulence regimes are identified, along with transitions between turbulent periods and intermittency. Wavelet analysis is used to elucidate the presence of large-scale eddies and associated intermittency during nocturnal periods in the surface layer. Although the LLJ is a regional-scale phenomenon it has far reaching consequences with regard to surface-atmosphere exchange processes.

Keywords

Cospectral analysis Intermittency Low-level jet Nocturnal boundary layer Wavelet analysis 

Notes

Acknowledgements

We extend our sincere gratitude to the Director of the Indian Institute of Tropical Meteorology (IITM) for all his constant encouragement and support. We also thank all the members of the CAIPEEX-IGOC team and the staff of the IITM-workshop for their assistance with this project. Data can be obtained for research purposes by contacting the second author Dr. Thara V. Prabha at thara@tropmet.res.in. CAIPEEX and the Centre for Climate Change Research (CCCR) are parts of IITM, an autonomous research institute of Ministry of Earth Sciences (MoES), Government of India. Wavelet software was provided by C. Torrence and G. Compo, and is available at URL: http://atoc.colorado.edu/research/wavelets/. Freely available Ferret program by NOAA’s Pacific Marine Environmental Laboratory has been used for Fig. 1 (http://ferret.pmel.noaa.gov/Ferret/).

References

  1. Acevedo OC, Fitzjarrald DR (2003) In the core of the night-effects of intermittent mixing on a horizontally heterogeneous surface. Boundary-Layer Meteorol 106:1–33CrossRefGoogle Scholar
  2. Ardanuy P (1979) On the observed diurnal oscillation of the Somali jet. Mon Weather Rev 107:1694–1700CrossRefGoogle Scholar
  3. Aubinet M, Vesala T, Papale D (2012) Eddy covariance: a practical guide to measurement and data analysis. Springer, BerlinCrossRefGoogle Scholar
  4. Banta RM (2008) Stable-boundary-layer regimes from the perspective of the low-level jet. Acta Geophys 56:58–87CrossRefGoogle Scholar
  5. Banta RM, Newsom R, Lundquist J, Pichugina Y, Coulter R, Mahrt L (2002) Nocturnal low-level jet characteristics over Kansas during CASES-99. Boundary-Layer Meteorol 105:221–252CrossRefGoogle Scholar
  6. Banta RM, Pichugina YL, Newsom RK (2003) Relationship between low-level jet properties and turbulence kinetic energy in the nocturnal stable boundary layer. J Atmos Sci 60:2549–2555CrossRefGoogle Scholar
  7. Banta RM, Pichugina YL, Brewer WA (2006) Turbulent velocity-variance profiles in the stable boundary layer generated by a nocturnal low-level jet. J Atmos Sci 63:2700–2719CrossRefGoogle Scholar
  8. Banta RM, Mahrt L, Vickers D, Sun J, Balsley BB, Pichugina YL, Williams EJ (2007) The very stable boundary layer on nights with weak low-level jets. J Atmos Sci 64(9):3068–3090CrossRefGoogle Scholar
  9. Barthlott C, Drobinski P, Fesquet C, Dubos T, Pietras C (2007) Long-term study of coherent structures in the atmospheric surface layer. Boundary-Layer Meteorol 125(1):1–24CrossRefGoogle Scholar
  10. Berström H, Smedman AS (1995) Stably stratified flow in a marine atmospheric surface layer. Boundary-Layer Meteorol 72:239–265CrossRefGoogle Scholar
  11. Blackadar AK (1957) Boundary layer wind maxima and their significance for the growth of nocturnal inversions. Bull Am Meteorol Soc 38:283–290CrossRefGoogle Scholar
  12. Blumen W, Grossman R, Piper M (1999) Analysis of heat budget, dissipation and frontogenesis in a shallow density current. Boundary-Layer Meteorol 91:281–306CrossRefGoogle Scholar
  13. Bonin TA, Blumberg WG, Klein PM, Chilson PB (2015) Thermodynamic and turbulence characteristics of the southern great plains nocturnal boundary layer under differing turbulent regimes. Boundary-Layer Meteorol 157:401–420CrossRefGoogle Scholar
  14. Bunker AP (1965) Interaction of the Summer monsoon air with the Arabian Sea. In: Proc symposium on meteorological results of the international Indian Ocean expedition Bombay 22 July 1965, pp 22–26Google Scholar
  15. Chimonas G (1993) Surface drag instabilities in the atmospheric boundary layer. J Atmos Sci 50:1914–1924CrossRefGoogle Scholar
  16. Coulter RL, Doran J (2002) Spatial and temporal occurrences of intermittent turbulence during CASES-99. Boundary-Layer Meteorol 105:329–349CrossRefGoogle Scholar
  17. Cuxart J, Morales G, Terradellas E, Yagüe C (2002) Study of coherent structures and estimation of the pressure transport terms for the nocturnal stable boundary layer. Boundary-Layer Meteorol 105:305–328CrossRefGoogle Scholar
  18. Dee DP, Uppala S, Simmons A, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda M, Balsamo G, Bauer P, Bechtold P, Belijaars A, Berg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer A, Haimberger L, Healy S, Hersbach H, Hólm E, Isaksen L, Källberg P, Köhler M, Matricardi M, McNally A, Monge-Sanz B, Morcrette J, Park B, Peubey C, Rosnay P, Tavolato C, Th́epaut J, Vitart F (2011) The ERA-interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137(656):553–597CrossRefGoogle Scholar
  19. Duarte HF, Leclerc MY, Zhang G, Durden D, Kurzeja R, Parker M, Werth D (2015) Impact of nocturnal low-level jets on near-surface turbulence kinetic energy. Boundary-Layer Meteorol 156:349–370CrossRefGoogle Scholar
  20. Durden D, Nappo C, Leclerc M, Duarte H, Zhang G, Parker M, Kurzeja R (2013) On the impact of wave-like disturbances on turbulent fluxes and turbulence statistics in nighttime conditions: a case study. Biogeosci 10:8433–8443CrossRefGoogle Scholar
  21. Einaudi F, Bedard A Jr, Finnigan J (1989) A climatology of gravity waves and other coherent disturbances at the boulder atmospheric observatory during March–April 1984. J Atmos Sci 46:303–329CrossRefGoogle Scholar
  22. Everson R, Sirovich L, Sreenivasan K (1990) Wavelet analysis of the turbulent jet. Phys Lett A 145:314–322CrossRefGoogle Scholar
  23. Farge M (1992) Wavelet transforms and their applications to turbulence. Ann Rev Fluid Mech 24:395–458CrossRefGoogle Scholar
  24. Findlater J (1969) A major low-level air current near the indian ocean during the northern summer. Q J R Meteorol Soc 95:362–380CrossRefGoogle Scholar
  25. Finnigan J (1988) Kinetic energy transfer between internal gravity waves and turbulence. J Atmos Sci 45:486–505CrossRefGoogle Scholar
  26. Frisch U, Sulem PL, Nelkin M (1978) A simple dynamical model of intermittent fully developed turbulence. J Fluid Mech 87(04):719–736CrossRefGoogle Scholar
  27. Fritts DC, Nappo C, Riggin DM, Balsley BB, Eichinger WE, Newsom RK (2003) Analysis of ducted motions in the stable nocturnal boundary layer during CASES-99. J Atmos Sci 60:2450–2472CrossRefGoogle Scholar
  28. Grossman RL, Durran DR (1984) Interaction of low-level flow with the western ghat mountains and offshore convection in the summer monsoon. Mon Weather Rev 112(4):652–672CrossRefGoogle Scholar
  29. Gu L, Falge EM, Boden T, Baldocchi DD, Black T, Saleska SR, Suni T, Verma SB, Vesala T, Wofsy SC, Xu L (2005) Objective threshold determination for nighttime eddy flux filtering. Agric For Meteorol 128(3):179–197CrossRefGoogle Scholar
  30. He P, Basu S (2015) Development of similarity relationships for energy dissipation rate and temperature structure parameter in stably stratified flows: a direct numerical simulation approach. Environ Fluid Mech 16:1–27Google Scholar
  31. Hicks B, ODell D, Eash N, Sauer T (2015) Nocturnal intermittency in surface \(\text{ CO }_{2}\) concentrations in sub-Saharan Africa. Agric For Meteorol 200:129–134CrossRefGoogle Scholar
  32. Howell J, Sun J (1999) Surface-layer fluxes in stable conditions. Boundary-Layer Meteorol 90:495–520CrossRefGoogle Scholar
  33. Hu XM, Klein PM, Xue M, Shapiro A, Nallapareddy A (2013) Enhanced vertical mixing associated with a nocturnal cold front passage and its impact on near-surface temperature and ozone concentration. J Geophys Res Atmos 118:2714–2728CrossRefGoogle Scholar
  34. Hudgins L, Friehe CA, Mayer ME (1993) Wavelet transforms and atmospheric turbulence. Phys Rev Lett 71:3279CrossRefGoogle Scholar
  35. Joseph P, Raman P (1966) Existence of low level westerly jet stream over peninsular India during july. Indian J Meteorol Geophys 17:407–410Google Scholar
  36. Kaimal J, Finnigan J (1994) Atmospheric boundary layer flows: their structure and measurement. Oxford University Press, New YorkGoogle Scholar
  37. Kalapureddy M, Rao D, Jain A, Ohno Y (2007) Wind profiler observations of a monsoon low-level jet over a tropical Indian station. Ann Geophys 25:2125–2137CrossRefGoogle Scholar
  38. Karipot A, Leclerc M, Zhang G, Martin T, Starr G, Hollinger D, McCaughey J, Hendrey G (2006) Nocturnal \(\text{ CO }_{2}\) exchange over a tall forest canopy associated with intermittent low-level jet activity. Theor Appl Climatol 85:243–248CrossRefGoogle Scholar
  39. Karipot A, Leclerc MY, Zhang G, Lewin KF, Nagy J, Hendrey GR, Starr G (2008) Influence of nocturnal low-level jet on turbulence structure and \(\text{ CO }_{2}\) flux measurements over a forest canopy. J Geophys Res Atmos 113Google Scholar
  40. Karipot A, Leclerc MY, Zhang G (2009) Characteristics of nocturnal low-level jets observed in the north Florida area. Mon Weather Rev 137:2605–2621CrossRefGoogle Scholar
  41. Katul GG, Albertson J, Parlange M, Chu CR, Stricker H (1994) Conditional sampling, bursting, and the intermittent structure of sensible heat flux. J Geophys Res Atmos 99:22,869–22,876CrossRefGoogle Scholar
  42. Krishnamurti TN, Molinari J, Pan HL (1976) Numerical simulation of the Somali jet. J Atmos Sci 33:2350–2362CrossRefGoogle Scholar
  43. Kulkarni J, Maheskumar R, Morwal S, Padma Kumari B, Konwar M, Deshpande C, Joshi R, Bhalwankar R, Pandithurai G, Safai P, Narkhedkar S, Dani K, Nath A, Nair S, Sapre V, Puranik P, Kandalgaonkar S, Mujumdar V, Khaladkar R, Vijayakumar R, Prabha T, Goswami B (2012) The cloud aerosol interaction and precipitation enhancement experiment (CAIPEEX): overview and preliminary results. Curr Sci 102:413–425Google Scholar
  44. Lau K, Weng H (1995) Climate signal detection using wavelet transform: How to make a time series sing. Bull Am Meteorol Soc 76:2391–2402CrossRefGoogle Scholar
  45. Lee X, Black TA, den Hartog G, Neumann HH, Nesic Z, Olejnik J (1996) Carbon dioxide exchange and nocturnal processes over a mixed deciduous forest. Agric For Meteorol 81:13–29CrossRefGoogle Scholar
  46. Mahrt L (1985) Vertical structure and turbulence in the very stable boundary layer. J Atmos Sci 42:2333–2349CrossRefGoogle Scholar
  47. Mahrt L (1998) Nocturnal boundary-layer regimes. Boundary-Layer Meteorol 88:255–278CrossRefGoogle Scholar
  48. Mahrt L (1999) Stratified atmospheric boundary layers. Boundary-Layer Meteorol 90:375–396CrossRefGoogle Scholar
  49. Mahrt L (2010) Common microfronts and other solitary events in the nocturnal boundary layer. Q J R Meteorol Soc 136:1712–1722CrossRefGoogle Scholar
  50. Mahrt L (2014) Stably stratified atmospheric boundary layers. Ann Rev Fluid Mech 46:23–45CrossRefGoogle Scholar
  51. Mahrt L, Vickers D (2002) Contrasting vertical structures of nocturnal boundary layers. Boundary-Layer Meteorol 105:351–363CrossRefGoogle Scholar
  52. Malhi YS (1995) The significance of the dual solutions for heat fluxes measured by the temperature fluctuation method in stable conditions. Boundary-Layer Meteorol 74:389–396CrossRefGoogle Scholar
  53. Meillier Y, Frehlich R, Jones R, Balsley B (2008) Modulation of small-scale turbulence by ducted gravity waves in the nocturnal boundary layer. J Atmos Sci 65:1414–1427CrossRefGoogle Scholar
  54. Nair SK, Prabha TV, Purushothaman N, Sijikumar S, Muralidharan S, Kirankumar N, Subrahamanyam D, Anurose T, Prijith S, Namboodiri K (2014) Diurnal variations of the low-level jet over peninsular India during the onset of Asian summer monsoon. Theor Appl Climatol 120:1–12Google Scholar
  55. Nappo C, Miller D, Hiscox A (2008) Wave-modified flux and plume dispersion in the stable boundary layer. Boundary-Layer Meteorol 129:211–223CrossRefGoogle Scholar
  56. Nappo CJ (1991) Sporadic breakdowns of stability in the PBL over simple and complex terrain. Boundary-Layer Meteorol 54:69–87CrossRefGoogle Scholar
  57. Nappo CJ (2012) An introduction to atmospheric gravity waves, vol 102. Academic Press, San DiegoGoogle Scholar
  58. Newsom RK, Banta RM (2003) Shear-flow instability in the stable nocturnal boundary layer as observed by doppler lidar during CASES-99. J Atmos Sci 60:16–33CrossRefGoogle Scholar
  59. Ohya Y, Neff DE, Meroney RN (1997) Turbulence structure in a stratified boundary layer under stable conditions. Boundary-Layer Meteorol 83:139–162CrossRefGoogle Scholar
  60. Pichugina YL, Banta RM (2010) Stable boundary layer depth from high-resolution measurements of the mean wind profile. J Appl Meteorol Climatol 49(1):20–35CrossRefGoogle Scholar
  61. Poulos GS, Blumen W, Fritts DC, Lundquist JK, Sun J, Burns SP, Nappo C, Banta R, Newsom R, Cuxart J, Terradellas E, Balsley B, Jensen M (2002) CASES-99: a comprehensive investigation of the stable nocturnal boundary layer. Bull Am Meteorol Soc 83(4):555–581CrossRefGoogle Scholar
  62. Prabha TV, Leclerc MY, Karipot A, Hollinger DY (2007) Low-frequency effects on eddy covariance fluxes under the influence of a low-level jet. J Appl Meteorol Climatol 46(3):338–352CrossRefGoogle Scholar
  63. Prabha TV, Leclerc MY, Karipot A, Hollinger DY, Mursch-Radlgruber E (2008) Influence of nocturnal low-level jets on eddy-covariance fluxes over a tall forest canopy. Boundary-Layer Meteorol 126:219–236CrossRefGoogle Scholar
  64. Prabha TV, Khain A, Maheshkumar R, Pandithurai G, Kulkarni J, Konwar M, Goswami B (2011) Microphysics of premonsoon and monsoon clouds as seen from in situ measurements during the cloud aerosol interaction and precipitation enhancement experiment (CAIPEEX). J Atmos Sci 68:1882–1901CrossRefGoogle Scholar
  65. Qiu J, Shaw RH et al (1995) Pseudo-wavelet analysis of turbulence patterns in three vegetation layers. Boundary-Layer Meteorol 72:177–204CrossRefGoogle Scholar
  66. Román-Cascón C, Yagüe C, Mahrt L, Sastre M, Steeneveld GJ, Pardyjak E, Boer A, Hartogensis O (2015) Interactions among drainage flows, gravity waves and turbulence: a BLLAST case study. Atmos Chem Phys 15:9031–9047CrossRefGoogle Scholar
  67. Rorai C, Mininni P, Pouquet A (2014) Turbulence comes in bursts in stably stratified flows. Physl Rev E 89(043):002Google Scholar
  68. Ruchith R, Raj PE, Kalapureddy M, Deshpande SM, Dani K (2014) Time evolution of monsoon low-level jet observed over an indian tropical station during the peak monsoon period from high-resolution doppler wind lidar measurements. J Geophys Res Atmos 119:1786–1795CrossRefGoogle Scholar
  69. Salmond J, Oke T, Grimmond C, Roberts S, Offerle B (2005) Venting of heat and carbon dioxide from urban canyons at night. J Appl Meteorol 44:1180–1194CrossRefGoogle Scholar
  70. Salmond JA (2005) Wavelet analysis of intermittent turbulence in a very stable nocturnal boundary layer: implications for the vertical mixing of ozone. Boundary-Layer Meteorol 114:463–488CrossRefGoogle Scholar
  71. Sivaramakrishnan S, Saxena S, Vernekar K (1992) Characteristics of turbulent fluxes of sensible heat and momentum in the surface boundary layer during the indian summer monsoon. Boundary-Layer Meteorol 60:95–108CrossRefGoogle Scholar
  72. Smedman AS, Tjernström M, Högström U (1993) Analysis of the turbulence structure of a marine low-level jet. Boundary-Layer Meteorol 66:105–126CrossRefGoogle Scholar
  73. Sorbjan Z, Czerwinska A (2013) Statistics of turbulence in the stable boundary layer affected by gravity waves. Boundary-Layer Meteorol 148:73–91CrossRefGoogle Scholar
  74. Stull RB (1988) An introduction to boundary layer meteorology, vol 13. Springer, DordrechtCrossRefGoogle Scholar
  75. Sun J (2011) Vertical variations of mixing lengths under neutral and stable conditions during CASES-99. J Appl Meteorol Climatol 50:2030–2041CrossRefGoogle Scholar
  76. Sun J, Burns SP, Lenschow DH, Banta R, Newsom R, Coulter R, Frasier S, Ince T, Nappo C, Cuxart J, Blumen W, Lee X, Hu XZ (2002) Intermittent turbulence associated with a density current passage in the stable boundary layer. Boundary-Layer Meteorol 105:199–219CrossRefGoogle Scholar
  77. Sun J, Lenschow DH, Burns SP, Banta RM, Newsom RK, Coulter R, Frasier S, Ince T, Nappo C, Balsley BB et al (2004) Atmospheric disturbances that generate intermittent turbulence in nocturnal boundary layers. Boundary-Layer Meteorol 110(2):255–279CrossRefGoogle Scholar
  78. Sun J, Lenschow DH, LeMone MA, Mahrt L (2016) The role of large-coherent-eddy transport in the atmospheric surface layer based on CASES-99 observations. Boundary-Layer Meteorol 160:83–111CrossRefGoogle Scholar
  79. Terradellas E, Soler M, Ferreres E, Bravo M (2005) Analysis of oscillations in the stable atmospheric boundary layer using wavelet methods. Boundary-Layer Meteorol 114:489–518CrossRefGoogle Scholar
  80. Thomas C, Foken T (2005) Detection of long-term coherent exchange over spruce forest using wavelet analysis. Theor Appl Climatol 80(2):91–104CrossRefGoogle Scholar
  81. Torrence C, Compo GP (1998) A practical guide to wavelet analysis. Bull Am Meteorol Soc 79:61–78CrossRefGoogle Scholar
  82. Viana S, Yagüe C, Maqueda G (2009) Propagation and effects of a mesoscale gravity wave over a weakly-stratified nocturnal boundary layer during the SABLES2006 field campaign. Boundary-Layer Meteorol 133:165–188CrossRefGoogle Scholar
  83. Vickers D, Mahrt L (1997) Quality control and flux sampling problems for tower and aircraft data. J Atmos Ocean Technol 14:512–526CrossRefGoogle Scholar
  84. Wang Y, Creegan E, Felton M, Ligon D, Huynh G (2013) Investigation of nocturnal low-level jet–generated gravity waves over Oklahoma City during morning boundary layer transition period using doppler wind lidar data. J Appl Remote Sens 7:073,487–073,487CrossRefGoogle Scholar
  85. Woods BK, Smith RB (2010) Energy flux and wavelet diagnostics of secondary mountain waves. J Atmos Sci 67:3721–3738CrossRefGoogle Scholar
  86. Wu X, Zhang J (2008a) Instability of a stratified boundary layer and its coupling with internal gravity waves. Part 1. Linear and nonlinear instabilities. J Fluid Mech 595:379–408Google Scholar
  87. Wu X, Zhang J (2008b) Instability of a stratified boundary layer and its coupling with internal gravity waves. Part 2. Coupling with internal gravity waves via topography. J Fluid Mech 595:409–433Google Scholar
  88. Wyngaard JC (2010) Turbulence in the atmosphere, vol 774. Cambridge University Press, New YorkCrossRefGoogle Scholar
  89. Xue M, Xu Q, Droegemeier KK (1997) A theoretical and numerical study of density currents in nonconstant shear flows. J Atmos Sci 54:1998–2019CrossRefGoogle Scholar
  90. Zeri M, Sá LD (2011) Horizontal and vertical turbulent fluxes forced by a gravity wave event in the nocturnal atmospheric surface layer over the Amazon forest. Boundary-layer Meteorol 138:413–431CrossRefGoogle Scholar
  91. Zhou B, Chow FK (2014) Nested large-eddy simulations of the intermittently turbulent stable atmospheric boundary layer over real terrain. J Atmos Sci 71:1021–1039CrossRefGoogle Scholar
  92. Zilitinkevich S, Elperin T, Kleeorin N, Lvov V, Rogachevskii I (2009) Energy- and flux-budget turbulence closure model for stably stratified flows. Part II: the role of internal gravity waves. Boundary-Layer Meteorol 133:139–164CrossRefGoogle Scholar

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© Springer Nature B.V. 2018

Authors and Affiliations

  1. 1.Centre for Climate Change ResearchIndian Institute of Tropical MeteorologyPuneIndia
  2. 2.Cloud Aerosol Interaction and Precipitation Enhancement ExperimentIndian Institute of Tropical MeteorologyPuneIndia
  3. 3.Land Surface Flux MeasurementsNERC Centre for Ecology and HydrologyWallingfordUnited Kingdom
  4. 4.Department of Atmospheric and Space SciencesSavitribai Phule Pune UniversityPuneIndia

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