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Regional and seasonal differences of radar reflectivity slopes in lower troposphere in convective and stratiform precipitation using TRMM PR data

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Abstract

Slopes of radar reflectivity below freezing height (FZH) is a critical parameter to estimate the correct rainfall near the surface. TRMM PR-based radar reflectivity slopes are presented here, during Indian and Austral summer monsoon by calculating them in the lower troposphere (< 4 km). Slopes are either positive or negative, which means that the radar reflectivity either decreases (positive slopes) or increases (negative slopes) towards the surface. In the majority of cases, slopes decrease towards the surface over land, but over oceans increase towards the surface. In general, the slopes in convective tropical precipitation are negative where the Arabian Ocean has the highest fraction (~89%) of negative slopes.  However, Bay of Bengal has the highest fraction of positive slopes (~21%). Western Himalaya Foothills has the highest fraction of positive slopes in convective precipitation and shows that ~76% and ~83% of convective and stratiform profiles decrease towards the surface. During the Austral summer monsoon, the Maritime Continent has the highest fraction of negative slopes (~92%) in convective precipitation followed by the Equatorial Indian Ocean. Land vs ocean and regional differences in radar reflectivity slopes are higher in convective precipitation compared to stratiform precipitation. Vertical profiles with extreme positive (>1 dBZ/km) slopes have higher echo top height (ETH) in convective precipitation over the tropical ocean during both the seasons, whereas over land, higher ETHs are associated with negative slopes.

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References

  • Adler RF et al (2003) The version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979–present). J Hydrometeor 4:1147–1167

    Google Scholar 

  • Awaka J (1998) Algorithm 2A23—rain type classification Proc Symp On precipitation observation from a Non-Sun Synchronous Orbit Nagoya Japan THAAS and ESTO. 215–220

  • Bellon A, Lee GW, Zawadzki I (2005) Error statistics of VPR corrections in stratiform precipitation. J Appl Meteor 44:998–1015

    Google Scholar 

  • Bhat GS, Kumar S (2015) Vertical structure of cumulonimbus towers and intense convective clouds over the South Asian region during the summer monsoon season. J Geophys Res Atmos 120. https://doi.org/10.1002/2014JD022552

  • Bhat GS et al (2001) BOBMEX: the Bay of Bengal monsoon experiment. Bull Am Meteorol Soc 82:2217–2243

    ADS  Google Scholar 

  • Cifelli R, Nesbitt SW, Rutledge SA, Petersen WA, Yuter S (2007) Radar characteristics of precipitation features in the EPIC and TEPPS regions of the east Pacific. Mon Wea Rev 135:1576–1595

    ADS  Google Scholar 

  • Das S, Shukla AK, Maitra A (2010) Investigation of vertical profile of rain microstructure at Ahmedabad in Indian tropical region. Adv Space Res 45:1235–1243

    ADS  CAS  Google Scholar 

  • Del Castillo-Velarde C, Kumar S, Valdivia-Prado JM, Moya-Álvarez AS, Flores-Rojas JL, Villalobos-Puma E, Martínez-Castro D, Silva-Vidal Y (2021) Evaluation of GPM dual-frequency precipitation radar algorithms to estimate drop size distribution parameters, using ground-based measurement over the central Andes of Peru. Earth Syst Environment 5:597–619

    Google Scholar 

  • Fabry F, Zawadzki I (1995) Long-term radar observations of the melting layer of precipitation and their interpretation. J Atmos Sci 52:838–851

    ADS  Google Scholar 

  • Flores-Rojas JL, Moya-Alvarez AS, Kumar S, Martínez-Castro D, Villalobos-Puma E, Silva Y (2019) Analysis of possible triggering mechanisms of severe thunderstorms in the tropical central Andes of Peru, Mantaro Valley. Atmosphere 10:301. https://doi.org/10.3390/atmos10060301

    Article  ADS  Google Scholar 

  • Flores-Rojas JL, Moya-Álvarez AS, Valdivia-Prado JM, Piñas-Laura M, Kumar S, Abi Karam H, Villalobos-Puma E, Martínez-Castro D, Silva Y (2020) On the dynamic mechanisms of intense rainfall events in the central Andes of Peru, Mantaro Valley. Atmos Res 248:105188

    Google Scholar 

  • Fu Y, Lin Y, Liu G, Wang Q (2003) Seasonal characteristics of precipitation in 1998 over East Asia as derived from TRMM PR. Adv Atmos Sci 20:511–529

    Google Scholar 

  • Goswami BN, Ajayamohan R, Xavier PK, Sengupta D (2003) Clustering of synoptic activity by Indian summer monsoon intraseasonal oscillations. Geophys Res Lett 30:141–144

    Google Scholar 

  • Harris GN, Bowman KP, Shin D (2000) Comparison of freezing- level altitude from the NCEP reanalysis with TRMM precipitation radar brightband data. J Clim 13:4137–4148

    ADS  Google Scholar 

  • Heymsfield GM, Tian L, Heymsfield AJ, Li L, Guimond S (2010) Characteristics of deep tropical and subtropical convection from nadir-viewing high-altitude airborne Doppler radar. J Atmos Sci 67:285–308

    ADS  Google Scholar 

  • Hirose M, Nakamura K (2002) Spatial and seasonal variation of rain profiles over Asia observed by space borne precipitation radar. J Clim 15:3443–3458

    ADS  Google Scholar 

  • Hirose M, Nakamura K (2004) Spatio-temporal variation of the vertical gradient of vertical rainfall rate observed by the TRMM precipitation radar. J Clim 17:3378–3397

    ADS  Google Scholar 

  • Houze RA Jr (1997) Stratiform precipitation in regions of convection: a meteorological paradox. Bull Amer Meteor Soc 78:2179–2196

    ADS  Google Scholar 

  • Houze RA (2012) Orographic effects on precipitating clouds. Rev Geophys 50:47. https://doi.org/10.1029/2011RG000365.RG1001

    Article  Google Scholar 

  • Houze RA Jr, Wilton DC, Smull FB (2007) Monsoon convection in the Himalayan region as seen by the TRMM precipitation radar. Q J Roy Meteorol Soc 133:1389–1411

    ADS  Google Scholar 

  • Iguchi T, Kozu T, Meneghini R, Awaka J, Okamoto K (2000) Rain-profiling algorithm for the TRMM precipitation radar. J Appl Meteor 39:2038–2052

    Google Scholar 

  • Iguchi T, Kozu T, Kwiatkowski J, Meneghini R, Awaka J, Okamoto K (2009) Uncertainties in the rain profiling algorithm for the TRMM precipitation radar. J Meteor Soc Japan 87:1–30

    Google Scholar 

  • Johnson RH, Aves SL, Ciesielski PE, Keenan TD (2005) Organization of oceanic convection during the onset of the 1998 East Asian summer monsoon. Mon Wea Rev 133:131–148

    ADS  Google Scholar 

  • Kalnay E et al (1996) The NCEP/NCAR 40 year reanalysis project. Bull Am Meteorol Soc 77:437–470

    ADS  Google Scholar 

  • Kumar S (2016) Three dimensional characteristics of precipitating cloud systems observed during Indian summer monsoon. Adv Space Res 58(6):1017–1032

    ADS  Google Scholar 

  • Kumar S (2018) Vertical structure of precipitating shallow echoes observed from TRMM during Indian summer monsoon. Theor App Climatol 133(3–4):1051–1059

    ADS  Google Scholar 

  • Kumar S (2017) A 10-year climatology of vertical properties of most active convective clouds over the Indian regions using TRMM PR. Theor Appl Climatol 127:429–440. https://doi.org/10.1007/s00704-015-1641-5

    Article  ADS  Google Scholar 

  • Kumar S, Bhat GS (2016) Vertical profiles of radar reflectivty factor in intense convective clouds in the tropics. J App Meteorol Climatol 55(5):1277–1286. https://doi.org/10.1175/JAMC-D-15-0110.1

    Article  Google Scholar 

  • Kumar S, Bhat GS (2017) Vertical structure of orographic precipitating clouds observed over South Asia during summer monsoon season. J Earth Syst Sci 126(8):114

    ADS  Google Scholar 

  • Kumar S, Bhat GS (2019) Frequency of a state of cloud systems over tropical warm ocean. Environ Res Commun 1(2019):061003. https://doi.org/10.1088/2515-7620/ab2bc2

    Article  Google Scholar 

  • Kumar S, Silva Y (2019) Vertical characteristics of radar reflectivity and DSD parameters in intense convective clouds over South East South Asia during Indian summer monsoon: GPM observations: GPM observation. Int J Remote Sens 40:9604–9628. https://doi.org/10.1080/01431161.2019.1633705

    Article  Google Scholar 

  • Kumar S, Silva Y (2020) Distribution of hydrometeors in intense convective clouds over South America during Austral summer monsoon seasons: GPM observations. Int J Remote Sens 41:3677–3707

    Google Scholar 

  • Kumar S, Srivastava S (2022) A vertical characteristics of precipitating cloud systems during different phases of life cycle of cloud systems using satellite-based radar over tropical oceanic areas. J App Nat Sci 14(4):1272–1285

    Google Scholar 

  • Kumar S, Silva-Vidal Y, Moya-Álvarez AS, Martínez-Castro D (2019a) Effect of the surface wind flow and topography on precipitating cloud systems over the Andes and associated Amazon basin: GPM observations. Atmos Res 225:193–208. https://doi.org/10.1016/j.atmosres.2019.03.027

    Article  Google Scholar 

  • Kumar S, Silva-Vidal Y, Moya-Álvarez AS, Martínez-Castro D (2019b) Seasonal and regional differences in extreme rainfall events and their contribution to the world’s precipitation: GPM observations: GPM observations. Adv Meteorol 2019:1–15. https://doi.org/10.1155/2019/4631609

    Article  CAS  Google Scholar 

  • Kumar S, Castro C, Valdivia JH, Rojas JFL, MagalyCallanaupa S, Silva-Vidal Y, Moya-Álvarez AS, Martínez-Castro D (2020a) Rainfall characteristics in the central Andes of Peru from a vertically pointed profile rain radar and in-situ field campaign. Atmosphere 11:248. https://doi.org/10.3390/atmos11030248

    Article  ADS  Google Scholar 

  • Kumar S, Castro C, Moya-Álvarez AS, Martínez-Castro D, Silva-Vidal Y (2020b) Effect of South American low level flow and Andes mountain on the tropical and mid latitude precipitating cloud systems: GPM observations. Theor App Climatol 141:157–172. https://doi.org/10.1007/s00704-020-03155-x

    Article  ADS  Google Scholar 

  • Kumar S, Castillo-Velarde CD, Flores Rojas JL, Moya-Álvarez A, Martínez Castro D, Srivastava S, Silva Y (2020c) Precipitation structure during various phases the life cycle of precipitating cloud systems using geostationary satellite and space-based precipitation radar over Peru. GISci Remote Sens 57(8):1057–1082

    Google Scholar 

  • Kumar S, Flores JL, Moya-Álvarez AS, Martinez-Castro D, Silva Y (2023) Characteristics of cloud properties over South America and over Andes observed using CloudSat and reanalysis data. Int J Remote Sens 44(6):1976–2004

    Google Scholar 

  • Kummerow C, Barnes W, Kozu T, Shiue J, Simpson Joanne (1998) The tropical rainfall measuring mission (TRMM) sensor package. J Atmos Oceanic Tech 15:809–817

    Google Scholar 

  • Lasher-Trapp S, Kumar S, Moser DH, Blyth AM, French JR, Jackson RC, Leon DC, Plummer DM (2018) On different microphysical pathways to convective rainfall. J Appl Meteorol Climatol 57(10):2399–2417. https://doi.org/10.1175/JAMC-D-18-0041.1

    Article  ADS  Google Scholar 

  • Leary CA, Houze RA (1979) The structure and evolution of convection in a tropical cloud cluster. J Atmos Sci 36:437–457

    ADS  Google Scholar 

  • LeMone PA, Zipser EJ (1980) Cumulonimbus vertical velocity events in GATE. Part I: diameter intensity and mass flux. J Atmos Sci 37:2444–2457

    ADS  Google Scholar 

  • Liu G, Fu Y (2001) The characteristics of tropical precipitation profiles as inferred from satellite radar measurements. J Meteor Soc Japan 79:131–143

    Google Scholar 

  • Li X, Srivastava RC (2001) An analytical solution for raindrop evaporation and its application to radar rainfall measurements. J Appl Meteor 40:1607–1616

    Google Scholar 

  • Liu C, Zipser EJ (2009) Warm rain in the tropics: seasonal and regional distribution based on 9 years of TRMM data. J Clim 22:767–779. https://doi.org/10.1175/2008JCLI2641.1

    Article  ADS  Google Scholar 

  • Li W, Schumacher C (2011) Thick anvils as viewed by the TRMM precipitation radar. J Clim 24:1718–1735

    ADS  Google Scholar 

  • Liu C, Zipser EJ (2013) Why does radar reflectivity tend to increase downward toward the ocean surface, but decrease downward toward the land surface? J Geophys Res Atmos 118:135–148

    ADS  CAS  Google Scholar 

  • Liu C, Zipser EJ, Cecil DJ, Nesbitt SW, Sherwood S (2008) A cloud and precipitation feature database from 9 years of TRMM observations. J Appl Meteor Clim 47:2712–2728

    Google Scholar 

  • Lucas C, Zipser EJ, LeMone MA (1994) Vertical velocity in oceanic convection off tropical Australia. J Atmos Sci 51:3183–3193

    ADS  Google Scholar 

  • Medina S, Houze RA Jr, Kumar A, Niyogi D (2010) Summer monsoon convection in the Himalayan region: terrain and land cover effects. Quart J Roy Meteor Soc 136:593–616

    ADS  Google Scholar 

  • Parker MD, Johnson RH (2000) Organizational modes of midlatitude mesoscale convective systems. Mon Wea Rev 128:3413–3436

    ADS  Google Scholar 

  • Petersen WA, Rutledge SA (2001) Regional variability in tropical convection: observation from TRMM. J Clim 13:4087–4106

    Google Scholar 

  • Romatschke U, Houze RA Jr (2011) Characteristics of precipitating convective systems in the South Asian monsoon. J Hydrometeorol 12:3–26

    ADS  Google Scholar 

  • Romatschke U, Medina S, Houze RA (2010) Regional, seasonal, and diurnal variations of extreme convection in the South Asian region. J Clim 23:419–439

    ADS  Google Scholar 

  • Rosenfeld D, Mintz Y (1988) Evaporation of rain falling from convective clouds as derived from radar measurements. J Appl Meteor 27:209–215

    Google Scholar 

  • Rutledge SA, Houze RA Jr (1987) A diagnostic modeling study of the trailing stratiform region of a midlatitude squall line. J Atmos Sci 44:2640–2656

    ADS  Google Scholar 

  • Schumacher C, Houze RA Jr (2003) The TRMM precipitation radar’s view of shallow isolated rain. J Appl Meteor 42:1519–1524

    Google Scholar 

  • Steiner M, Houze RA, Yuter SE (1995) Climatological characterization of three-dimensional storm structure from operational radar and rain gauge data. J Appl Meteorol 34:1978–2007

    Google Scholar 

  • Szoke EJ, Zipser EJ (1986) A radar study of convective cells in mesoscale systems inGATE Part II: Life cycles of convective cells. J Atmos Sci 43:199–218

    ADS  Google Scholar 

  • Szoke EJ, Zipser EJ, Jorgenson DP (1986) A radar study of convective cells inmesoscale systems in GATE Part I: vertical profile statistics and comparison with hurricanes. J Atmos Sci 43:182–197

    ADS  Google Scholar 

  • Takemi T (1999) Evaporation of rain falling below a cloud base through a deep atmospheric boundary layer over an arid region. J Meteor Soc Japan 77:387–397

    Google Scholar 

  • Tripoli GJ, Cotton WR (1980) A numerical investigation of several factors contributing to the observed variable intensity of deep convection over south. Florida J Appl Meteor 19:1037–1063

    ADS  Google Scholar 

  • Vignal B, Galli G, Joss J, Germann U (2000) Three methods to determine profiles of reflectivity from volumetric radar data to correct precipitation estimates. J Appl Meteor 39:1715–1726

    Google Scholar 

  • Xu W, Zipser EJ (2012) Properties of deep convection in tropical continental, monsoon, and oceanic rainfall regimes. Geophys Res Lett 39:L07802. https://doi.org/10.1029/2012GL051242

  • Yokoyama C, Takayabu YN (2012) Relationships between rain characteristics and environment. Part II: Atmospheric disturbances associated with shallow convection over the eastern tropical Pacific. Mon Wea Rev 140:2841–2859

    ADS  Google Scholar 

  • Yuter SE, Houze RA Jr, Smith EA, Wilheit TT, Zipser EJ (2005) Physical characterization of tropical oceanic convection observed in KWAJEX. J Appl Meteor 44:385–415

    Google Scholar 

  • Zhang C, McGauley M, Bong NA (2004) Shallow meridional circulation in the tropicaleastern Pacific. J Clim 17:133–139

    ADS  Google Scholar 

  • Zipser EJ (1977) Mesoscale and convective-scale downdrafts as distinct components of squall-line structure. Mon Wea Rev 105:1568–1589

    ADS  Google Scholar 

  • Zipser EJ, Lutz K (1994) The vertical profile of radar reflectivity of convective cells a strong indicator of storm intensity and lightning probability. Mon Weather Rev 122:1751–1759

    ADS  Google Scholar 

  • Zipser EJ, Cecil DJ, Liu C, Nesbitt SW, Yorty DP (2006) Where are the most intense thunderstorms on Earth? Bull Amr Meteor Soc 87:1057–1107

    ADS  Google Scholar 

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I am the only and corresponding author of this article. I prepared all the figures, wrote the main manuscript, and reviewed it.

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Correspondence to Shailendra Kumar.

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Kumar, S. Regional and seasonal differences of radar reflectivity slopes in lower troposphere in convective and stratiform precipitation using TRMM PR data. Theor Appl Climatol 155, 2719–2728 (2024). https://doi.org/10.1007/s00704-023-04750-4

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