Abstract

Abstract. The amount of ice injected into the tropical tropopause layer has a strong radiative impact on climate. A companion paper (Part 1) used the amplitude of the diurnal cycle of ice water content (IWC) as an estimate of ice injection by deep convection, showed that the Maritime Continent (MariCont) region provides the largest injection to the upper troposphere (UT; 146 hPa) and to the tropopause level (TL; 100 hPa). This study focuses on the MariCont region and extends that approach to assess the processes, the areas and the diurnal amount and duration of ice injected over islands and over seas during the austral convective season. The model presented in the companion paper is again used to estimate the amount of ice injected (ΔIWC) by combining ice water content (IWC) measured twice a day by the Microwave Limb Sounder (MLS; Version 4.2) from 2004 to 2017 and precipitation (Prec) measurements from the Tropical Rainfall Measurement Mission (TRMM; Version 007) binned at high temporal resolution (1 h). The horizontal distribution of ΔIWC estimated from Prec (ΔIWCPrec) is presented at 2∘×2∘ horizontal resolution over the MariCont. ΔIWC is also evaluated by using the number of lightning events (Flash) from the TRMM-LIS instrument (Lightning Imaging Sensor, from 2004 to 2015 at 1 h and 0.25∘ × 0.25∘ resolution). ΔIWCPrec and ΔIWC estimated from Flash (ΔIWCFlash) are compared to ΔIWC estimated from the ERA5 reanalyses (ΔIWCERA5) with the vertical resolution degraded to that of MLS observations (ΔIWCERA5). Our study shows that the diurnal cycles of Prec and Flash are consistent with each other in phase over land but different over offshore and coastal areas of the MariCont. The observational ΔIWC range between ΔIWCPrec and ΔIWCFlash, interpreted as the uncertainty of our model in estimating the amount of ice injected, is smaller over land (where ΔIWCPrec and ΔIWCFlash agree to within 22 %) than over ocean (where differences are up to 71 %) in the UT and TL. The impact of the MLS vertical resolution on the estimation of ΔIWC is greater in the TL (difference between ΔIWCERA5 and 〈ΔIWCERA5〉 of 32 % to 139 %, depending on the study zone) than in the UT (difference of 9 % to 33 %). Considering all the methods, in the UT, estimates of ΔIWC span 4.2 to 10.0 mg m−3 over land and 0.4 to 4.4 mg m−3 over sea, and in the TL estimates of ΔIWC span 0.5 to 3.9 mg m−3 over land and 0.1 to 0.7 mg m−3 over sea. Finally, based on IWC from MLS and ERA5, Prec and Flash, this study highlights that (1) at both levels, ΔIWC estimated over land can be more than twice that estimated over sea and (2) small islands with high topography present the largest ΔIWC (e.g., island of Java).

Highlights

  • The tropical tropopause layer (TTL) is widely recognized as a region of great importance for the climate system

  • The present study has combined observations of ice water content (IWC) measured by the Microwave Limb Sounder (MLS), precipitation (Prec) from the algorithm 3B42 of the Tropical Rainfall Measurement Mission (TRMM), and the number of flashes (Flash) from the Lightning Imaging Sensor (LIS) on board of TRMM, with IWC provided by the ERA5 reanalyses in order to estimate the amount of ice injected ( IWC) into the upper troposphere (UT) and the tropopause level (TL) over the MariCont, using the method proposed in a companion paper (Dion et al, 2019)

  • IWCPrec is firstly calculated by the correlation between the growing phase of the diurnal cycle of Prec from TRMM-3B42 and the value of IWC measured by the MLS (IWCMLS, provided at the temporal resolution of two observations in local time per day) during the growing phase of the diurnal cycle of Prec

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Summary

Introduction

The tropical tropopause layer (TTL) is widely recognized as a region of great importance for the climate system. Dion et al (2019) conclude that deep convection over the MariCont region is the main process impacting the increasing phase of the diurnal cycle of ice in those layers. Dion et al (2019) have (1) highlighted that the MariCont must be considered as two separate areas: the MariCont land (MariCont_L) and the MariCont ocean (MariCont_O), with two distinct diurnal cycles of the Prec, and (2) estimated the amount of ice injected into the UT and the TL Over these two domains, it has been shown that convective processes are stronger over MariCont_L than over MariCont_O.

MLS ice water content
TRMM-3B42 Precipitation
TRMM-LIS number of lightning flashes
ERA5 ice water content
Methodology
Prec from TRMM-3B42 related to IWC from MLS
Convective processes compared to IWC measurements
Flash distribution over the MariCont
Prec and Flash diurnal cycles over the MariCont
Prec and Flash diurnal cycles and small-scale processes
Horizontal distribution of IWC from ERA5 reanalyses
IWC deduced from observations
IWC deduced from reanalysis
Synthesis
West Sumatra Sea
North Australia Sea and seas with nearby islands
Findings
Conclusions
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