Abstract
Characteristics of the winter-season vertical structures of stratiform rainfall over central Himalaya are investigated using a vertically pointing Micro Rain Radar (MRR) at GBPNIHE, Kosi-Katarmal, Almora (29.59\(^\circ\) N, 79.65\(^\circ\) E), India. Rainfall micro-structures, such as reflectivity (Z), rain rate (R), liquid water content (LWC) and average fall speed of the drops (\(v_m\)) upto 6000 m above ground are monitored during 01 November, 2020 to 28 February, 2021. The MRR observations are used to (1) identify bright band signatures, and develop linear parameterizations between maximum radar reflectivity and radar reflectivities of snow and rain layers, (2) quantify changes in the vertical profiles of Z, R, LWC and \(v_m\), (3) evaluate near surface rainfall drop size distribution and its linkages to drop diameter, and (4) investigate vertical profiles of Z–R relationships using Marshall–Palmer distribution, during stratiform rain. We find that 25.4% of all the observed rainfall events is associated with bright band signatures, where bright bands are observed at an average 2536.5 (± 422.1) m height above the ground associated with mean maximum reflectivity of 20.8 (± 2.37) dBZ. Almost linear relationships amongst maximum reflectivity and reflectivities of snow and rain layers during bright band signatures are observed. The near-surface raindrop size distributions of this study indicate mean drop concentrations during January and February months are 3.78 (± 0.09) m\(^3\) mm\(^{-1}\), whereas the same during December is 3.45 (± 0.17) m\(^3\) mm\(^{-1}\). Highest drop diameter of 4.94 mm is obtained during rain events of January and February, 2021, due to higher coalescence of drops. Coefficients a and b of the power–law relationships between Z–R varied between 246.0 and 367.5 and 1.61 and 2.45, respectively, within the reported range of stratiform rain in India.
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The high-frequency MRR data are available with S. Mukherjee and further data sharing needs approval from the competent authority of GBPNIHE, Almora, India
References
Ballav S, Mukherjee S, Gosavi V, Dimri AP (2021) Projected changes in winter-season wet days over the Himalayan region during 2020–2099. Theor Appl Climatol. https://doi.org/10.1007/s00704-021-03765-z
Barry R (2008) Mountain weather and climate. Cambridge University Press, Cambridge
Cha JW, Seong SY, Chang KH, Sung N (2007) Estimation of the melting layer from a Micro Rain Radar (MRR) data at the cloud physics observation system CPOS site at Daegwallyeong weather station. J Kor Met Soc 43(1):77–85
Cha JW, Chang KH, Yum S, Choi YJ (2009) Comparison of the bright band characteristics measured by Micro Rain Radar (MRR) at a mountain and a coastal site in South Korea. Adv Atmos Sci 26(2):211–221. https://doi.org/10.1007/s00376-009-0211-0
Chakravarty K, Maitra A (2010) Rain attenuation study over an earth-space path at a tropical location. J Atmos Sol-Terr Phys 72:135–138. https://doi.org/10.1016/j.jastp.2009.10.018
Chakravarty K, Raj PE (2013) Raindrop size distributions and their association with characteristics of clouds and precipitation during monsoon and post-monsoon periods over a tropical Indian station. Atmos Res 124:181–189. https://doi.org/10.1016/j.atmosres.2013.01.005
Das S, Maitra A (2016) Vertical profile of rain: Ka band radar observations at tropical locations. J Hydro 534:31–41
Das S, Shukla A, Maitra A (2010) Investigation of vertical profile of rain microstructure at Ahmedabad in Indian tropical region. Adv Sp Res 45:1235–1243
Das A, Maitra A, Shukla A (2011) Melting layer characteristics at different climatic conditions in the Indian region: ground based measurements and satellite observations. Atmos Res 101(1–2):78–83
Das SK, Konwar M, Chakravarty K, Deshpande S (2017) Raindrop size distribution of different cloud types over the Western Ghats using simultaneous measurements from Micro Rain Radar and Disdrometer. Atmos Res 186:72–82. https://doi.org/10.1016/j.atmosres.2016.11.003
Dimri AP (2014) Sub-seasonal interannual variability associated with the excess and deficit Indian winter monsoon over the Western Himalaya. Clim Dyn 42(7–8):1793–1805
Dimri AP, Kumar D, Choudhary A, Maharana P (2018) Future changes over the Himalayas: maximum and minimum temperature. Glob Planet Change 162:212–234
Fabry F, Zawadzki I (1995) Long-term radar observations of the melting layer of precipitation and their interpretations. J Atmos Sci 52(7):838–851
Hatwar H, Yadav BP, Rama Rao YV (2005) Prediction of western disturbances and associated weather over Western Himalaya. Curr Sci 88:913–920
Houze RAJ (1993) Cloud dynamics. Academic Press, San Diego
Iguchi T, Matsui T, Tokay A, Kollias P, Tao WK (2012) Two distinct modes in one-day rainfall event during MC3E field campaign: analyses of disdrometer observations and WRF-SBM simulation. Geophys Res Letts 39(24):L24805. https://doi.org/10.1029/2012GL053329
Jayalakshmi J, Reddy KK (2014) Raindrop size distributions of southwest and northeast monsoon heavy precipitation observed over Kadapa (14° 4′ N, 78° 82′ E), a semi arid region of India. Ind J Radio Sp Phys 107:1312–1320
Jha A, Kalapureddy MCR, Devisetty HK, Deshpande S, Pandithurai G (2019) A case study on large-scale dynamical influence on bright band using cloud radar during the Indian summer monsoon. Meteorol Atmos Phys 131:505–515
Kanwal M, Mukherjee S, Joshi R, Rai S (2019) Impact assessment of changing environmental and socio-economic factors on crop yields of central Himalaya with emphasis to climate change. Environ Ecol 37(1B):324–332
Kirankumar NVP, Rao TN, Radhakrishna B, Rao DN (2008) Statistical characteristics of raindrop size distribution in southwest monsoon season. J Appl Met Climatol 47:576–590. https://doi.org/10.1175/2007JAMC1610.1
Konwar M, Maheshkumar RS, Das SK, Morwal SB (2012) Nature of light rain during presence and absence of bright band. J Earth Sys Sci 121(4):947–961. https://doi.org/10.1007/s12040-012-0202-x
Konwar M, Das SK, Deshpande SM, Chakravarty K, Goswami BN (2014) Microphysics of clouds and rain over the Western Ghats. J Geophys Res Atmos 119:6140–6159. https://doi.org/10.1002/2014JD021606
Kunhikrishnan P, Sivaraman B, Kiran Kumar N, Alapattu D (2006) Rain observations with Micro Rain Radar (MRR) over Thumba. In: Proceedings of the SPIE, 6408 64080L-1
Lohani P, Mukherjee S (2021) Impact of terrain complexity on the turbulence drag coefficient: a case study from the Indian Himalayan region. Dyn Atmos Ocean. https://doi.org/10.1016/j.dynatmoce.2021.101201
Maitra A, Chakravarty K (2005) Raindrop size distribution measurements and associated rain parameters at a tropical location in the Indian region. In: Proceedings of URSI General Assembly
Maitra A, Jana S, Chakraborti R, Majumdar S (2014) Multi-technique observations of convective rain events at a tropical location. In: General assembly and scientific symposium (URSI GASS), pp 1–4
Marshall JS, Palmer W (1948) The distribution of raindrops with size. J Meteorol 05:165–166
Mukherjee S (2021) Nonlinear recurrence quantification of the monsoon-season heavy rainy-days over northwest Himalaya for the baseline and future periods. Sci Tot Environ 789:147754. https://doi.org/10.1016/j.scitotenv.2021.147754
Mukherjee S, Joshi R, Prasad R, Vishvakarma S, Kumar K (2015) Summer monsoon rainfall trends in the Indian Himalayan region. Theor Appl Climatol 121(3–4):789–802. https://doi.org/10.1007/s00704-014-1273-1
Mukherjee S, Ballav S, Soni S, Kumar K, De UK (2016) Investigation of dominant modes of monsoon ISO in the northwest and eastern Himalayan region. Theor Appl Climatol 125(3–4):489–498. https://doi.org/10.1007/s00704-015-1512-0
Mukherjee S, Joshi R, Kumar K (2018) Compendium of meteorological data 2012–2016: Field station: Kosi-Katarmal, Almora, Uttarakhand, Indian Himalayan Region. G. B. Pant National Institute of Himalayan Environment and Sustainable Development, Almora, India, p 63
Mukherjee S, Hazra A, Kumar K, Nandi S, Dhyani P (2019) Simulated projection of ISMR over Indian Himalayan region: assessment from CSIRO-CORDEX South Asia experiments. Meteorol Atmos Phys 131(1):63–79. https://doi.org/10.1007/s00703-017-0547-4
Mukherjee S, Lohani P, Kumar K, Chowdhuri S, Prabhakaran T, Karipot A (2020) Assessment of new alternative scaling properties of the convective boundary layer: application to velocity and temperature spectra. Bound-Layer Met 176:271–289. https://doi.org/10.1007/s10546-020-00525-w
Mukherjee S, Lohani P, Tiwari A, Sturman AP (2021) Impacts of terrain on convective surface layer turbulence over central Himalaya based on Monin-Obukhov similarity theory. J Atmos-Sol Terr Phys 225:105748. https://doi.org/10.1016/j.jastp.2021.105748
Nageshwararao M, Mohanty U, Ramakrishna S, Nair A, Kiran Prasad S (2016) Characteristics of winter precipitation over northwest India using high-resolution gridded dataset (1901–2013). Glob Planet Change 147:67–85. https://doi.org/10.1016/j.gloplacha.2016.10.017
Peel MC, Finlayson BL, McMahon TA (2007) Updated world map of the Koppen-Geiger climate classification. Hydrol Earth Sys Sci 11(5):1633–1644. https://doi.org/10.5194/hess-11-1633-2007
Peters G, Fischer B, Andersson T (2002) Rain observation with a vertically looking Micro Rain Radar (MRR). Bor Environ Res 7:353–362
Rosenfield D, Ulbrich CW (2003) A collection of essays in Honor of David Atlas, Meteorological Monograph, American Meteorological Society, chap Cloud microphysical properties, processes, and rainfall estimation opportunities. In: Radar and atmospheric science
Steiner M, Smith JA, Uijlenhoet R (2004) A microphysical interpretation of radar reflectivity-rain rate relationships. J Atmos Sci 61:1114–1131
Strauch R (1976) Theory and application of the FM-CW Doppler radar. PhD thesis, Electrical Engineering, University of Colorado,
Sumesh RK, Reshmi EA, Unnikrishnan CK, Jash D, Shreekanth TS, Mol Reshmi MC, Rajeevan K, Nita KK, Ramachandran S (2019) Microphysical aspect of tropical rainfall during bright band events at mid and high-altitude regions over southern Western Ghats, India. Atmos Res 227:178–197. https://doi.org/10.1016/j.atmosres.2019.05.002
Tambe S, Kharel G, Arrawatia ML, Kulkarni H, Mahamuni K, Ganeriwala A (2012) Reviving drying springs: climate change adaptation experiments from the Sikkim Himalaya. Mount Res Dev 32(1):62–72
Thurai M, Hanado H (2004) Melting layer model evaluation using fall velocity. IEE Proc Microw Anten Prop 151(05):465–472. https://doi.org/10.1049/ip-map:20040629
Zawadzki I, Szyrmer W, Laroche S (2000) Diagnostic of supercooled clouds from single-Doppler observations in regions of radar detectable snow. J Appl Met 39:1041–1058
Zawadzki I, Szyrmer W, Bell C, Fabry F (2005) Modeling of the melting layer. Part III: the density effect. J Atmos Sci 62:3705–3723
Zhang G, Sun J, Brandes E (2006) Improving parameterization of rain microphysics with disdrometer and radar observations. J Atmos Sci 63:1273–1290
Acknowledgements
RSR and SM acknowledge a research grant of SERB, DST, Govt. of India (ECR/2019/000629) for supporting this study. Director, GBPNIHE, Almora, India, is acknowledged for providing the computational facilities.
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Rawat, R.S., Singh, S., Mukherjee, S. et al. Vertical structures of winter-season stratiform rainfall over central Himalaya. Meteorol Atmos Phys 134, 43 (2022). https://doi.org/10.1007/s00703-022-00881-x
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DOI: https://doi.org/10.1007/s00703-022-00881-x