Analysis of Pre-Monsoon Convective Systems over a Tropical Coastal Region Using C-Band Polarimetric Radar, Satellite and Numerical Simulation

Abstract

Analysis of pre-monsoon convective systems over the southern peninsular India has been performed using C-band radar and numerical simulation. Statistics on the radar polarimetric measurements show that the distribution of differential reflectivity (Zdr) and specific differential phase (Kdp) have much higher spread over convective regions. The distribution of Kdp is almost uniform across the vertical over the stratiform regions. The mean profile of Zdr over stratiform regions shows a distinct local maxima near melting level. A comprehensive analysis has been done on an isolated deep convective system on 13 May 2018. Plan position indicator (PPI) diagrams and satellite measured cloud top temperature demonstrate that pre-monsoon deep convective systems can develop very rapidly within a very short span of time over the region. Heavy precipitation near the surface is reflected in the high value of Kdp (>5° km−1). High values of Zdr (>3 dB) were measured at lower levels indicating the oblate shape of bigger raindrops. A fuzzy logic-based hydrometeor identification algorithm has been applied with five variables (Zh, Zdr, ρhv, Kdp, and T) to understand the bulk microphysical properties at different heights within the storm. The presence of bigger graupel particles near the melting layer indicates strong updrafts within the convective core regions. The vertical ice hydrometeor signifies the existence of a strong electric field causing them to align vertically. Numerical simulation with the spectral bin microphysics (SBM) scheme could produce most of the features of the storm reasonably well. In particular, the simulated reflectivity, graupel mixing ratio and rainfall were in good agreement with the observed values.

Reconstructing radar reflectivity by integrating GPM and INSAT‐3D observations for near real‐time monitoring of convective storms over India

“…Ground‐based weather radars are very useful for the precise monitoring of storms but have limited spatial and temporal coverage. Efforts have been made to monitor and nowcast storms over India using Doppler weather radar observations during various seasons (Roy et al ., 2010; Subrahmanyam et al ., 2016; Jash et al ., 2022). Reflectivity‐based observations from precipitation radar (PR) on‐board the Tropical Rainfall Measuring Mission (TRMM) satellite are used for the identification of storms over tropical regions (Li et al ., 2019; Mishra, 2019).…”

Weather, Vol. 78, no. 8, August 2023, pp. 210‐236

“…Efforts have been made to monitor and nowcast storms over India using Doppler weather radar observations during various seasons (Roy et al, 2010;Subrahmanyam et al, 2016;Jash et al, 2022). Reflectivitybased observations from precipitation radar (PR) on-board the Tropical Rainfall Measuring Mission (TRMM) satellite are used for the identification of storms over tropical regions (Li et al, 2019;Mishra, 2019).…”