Chapter 1 Introduction and Literature Survey 1. 1 Introduction Jet Streams are a strong narrow current of air concentrated along a quasi-horizontal axis, usually in the upper troposphere characterized by strong vertical and horizontal shears and featuring one or more velocity maxima. The vertical shear is of the order of 10-20 knots per kilometer and the lateral shear is about 18 knots per hundred nautical miles. The differences in air temperature at the surface can produce winds aloft. Where these temperature differences are most pronounced, the winds aloft are stronger giving rise to Jet Stream. A variety of jet streams exist in the atmosphere such as polar front jet stream, polar night jet stream, subtropical westerly jet stream, tropical easterly jet stream (Fig. 1.1). The polar front jet stream is found in the upper troposphere between 300N and 600N near the tropopause. Towards the poles, warmer mid-latitude air meets cold polar air at the polar front, and the pronounced temperature differences there result in the polar jet stream aloft. The polar night jet stream is located in the upper stratosphere near 600N. Further south, near 30 degrees latitude, is another region of intense westerly winds known as the subtropical jet. These jet streams are localized regions of intense westerly flow where wind speeds exceeds 100 knots. They act to steer weather systems (i.e. low pressure centers, fronts), and their position is often referred to as the storm track. The position and strength of the polar and subtropical jet streams varies throughout the year, and can also be affected by the change in surface pressure and ocean temperature. All these jet streams flow from west to east except for the tropical easterly Chapter 1: Introduction 2 jet which flows from east to west. The tropical easterly jet is located at about 15°N extending across Indian Peninsula to northeastern Africa. Usually the subtropical westerly jet stream and the tropical easterly jet stream in the westerly and easterly wind regimes in the upper troposphere are the two prominent jet streams that constitute an important part of the tropical general circulation. These jet streams are known to have significant bearing on Indian weather and climate. In addition to these upper tropospheric jet streams, a lower tropospheric jet stream exists in the monsoon regime known as Somali jet or Cross Equatorial Low-level Jet Stream (LLJ) and it has a significant role to play on the southwest monsoon activity over India. Low-level jet streams, which are found in several parts of the world, refer to strong low level currents on a monthly or seasonal basis, but they are much weaker and smaller than the planetary-scale uppertropospheric jet streams. These are generally located in the lowest 1 to 2 km of the troposphere and are strongly influenced by local factors such as orography, friction and diurnal cycle of heating. Some of the locations favorable for the generation of low-level jet stream are slopes of mountains parallel to the anticyclonic flow around the subtropical anticyclones, north-south oriented coasts near cross equatorial flow and narrow mountains gaps. Although the low-level jets are weak and limited in spatial extent, they constitute an important part of the regional circulation owing to their role in large-scale moisture and momentum transport. During the Indian southwest monsoon, a strong cross equatorial flow occurs in the form of a low level jet at a level between 1 and 1.5 km with a core speed of 15-25 m/s and with strong horizontal and vertical shears. Chapter 1: Introduction 3 Fig. 1.1 Jet stream positions in the Atmosphere (Courtesy Britannica Encyclopedia). Low-level jets have been observed over every continent (Fig. 1.2), although the more frequent low level jets are known or suspected to occur over North America (Bonner, 1968; Douglas, 1993), South America (Virji, 1981, 1982), Africa (Ardanuy, 1979; Findlater, 1969b; Jury and Spencer-Smith, 1988; Jury and Tosen, 1989; Kelbe, 1988), Australia (Keenan et al., 1989; Willson, 1975), Asia (Findlater, 1969b; Tao and Chen, 1987), and Antarctica (Chiba and Kobayashi, 1986; Schwerdtfeger, 1975). These regions of frequent LLJ occurrence typically are located either to the east of a large mountain range or where large land-sea temperature gradients exist. Chapter 1: Introduction 4 Fig. 1.2: Regions where low level jet occur (shaded), square shows regions where low level jets have been observed. (Stensrud, 1996) 1.2 Somali Jet Somali jet is an essential part of the Indian summer monsoon. This jet constitutes the strongest cross-equatorial flow in the lower troposphere and forms part of a major low-level air current in the monsoon system. The movement of the southwest monsoon towards India is supported to a great extent by the crucial Somali jet which originates near well know “Mascarene high” in the southern hemisphere. The Somali jet commences its journey over “Mascarene high” near Madagascar in the southern hemisphere. This low level jet (LLJ) stream flows intermittently from the vicinity of Mauritius, over the northern tip of Madagascar, to reach Kenya coast as southerlies. Sometimes, this southeasterly jet from the Mauritius area is joined by or even replaced temporarily by low level jet streams moving northward through the Mozambique Channel after bursts of cooler air come around the tip of southern Africa. During April this LLJ flows across the northern tip of Madagascar, then enters into East Africa during May and, subsequently, crosses the northern parts of the Arabian Sea Chapter 1: Introduction 5 before reaching India in June (Fig. 1.3(a)). In the month of July two maxima are observed; one near the Somali coast and the second over the northern tip of Madagascar and also branching can be seen around 100N (Fig. 1.3(b)). Fig. 1.3: (a) Mean Monthly position and (b) mean velocity (1Km) during July, of the Somali Jet over the Indian Ocean (Findlater, 1971). 1.3 Importance of Somali Jet Bunker (1965) and Findlater (1966) brought to the attention of the world the existence of the low level jet stream flowing close to the coast of Kenya and Somalia during the northern summer season. Observations propose that during the Asian Summer Monsoon strongest cross equatorial flow from the southern to the northern hemisphere is in the region of the low level jet. Additionally one important fact related to the LLJ is the coincidence of a zone of coastal upwelling with its path around 90N. After the low level jet moves towards the Indian coastline around 90N, it separates into two Chapter 1: Introduction 6 branches (Fig. 1.4). One branch flows towards the west coast of the Indian Peninsula while the second branch recurves towards the southern half of the Indian coastline and Sri-Lanka. It must be acknowledged that Findlater’s analysis highlighted the existence and importance of the East African Low-Level Jet (LLJ). Findlater (1966) showed that maximum intensity occurs between June to September and jet core found between 1 and 1.5 km above mean sea level, which (Joseph and Raman, 1966) is regularly observed over peninsular India. In his subsequent work, Findlater (1969b) extended the analysis to areas south and north of the equator. Findlater found that the LLJ has its origin in the south Indian Ocean north of the Mascarene High and flows as an easterly current which crosses the equator along the east coast of Africa as southerly current and turns into a westerly current over the Arabian Sea and passes through India. According to their computation in the lower troposphere this jet contributes nearly half the inter-hemispheric transport of air. Keshavamurty (1968) also documented the presence of southwesterly winds over the Arabian Sea, peninsular Indian and the Bay of Bengal. Later Findlater (1969a) explored the mean flow patterns for January and July which reveal the jet’s significant contribution to mass transport of air between the southern and the northern hemispheres. Also a multicore structure was noticed over the low-lying areas by Findlater (1972). This phenomenon was discovered by Findlater (1971) using monthly mean winds. But it is still not clear why the jet separates into two branches. It is also not clear why the major flow of air from the southern to northern hemisphere takes place along a narrow preferred zone off the East African coast and these still intrigued meteorologists. Because of the extensive work by Findlater this low level jet is also known as Findlater’s jet. Chapter 1: Introduction 7 Fig. 1.4: August wind field over the Indian Ocean (Findlater (1971)). Thick line shows the axis of Somali Jet and broken line shows the Isotach. Washington and Daggupaty (1975) using National Center for Atmospheric Research (NCAR) General Circulation Model (GCM) has simulated some of the features of the LLJ but the core speed of the simulated jet was rather low (~12m/s). Krishnamurti et al. (1976) showed that many feature of the LLJ could be simulated by a one-level primitive equation model incorporating the East African Mountains, βeffect and lateral forcing from the east around 750E longitude. In another study Anderson (1976) considered the LLJ essentially as a boundary current bounded on the west by the East African mountain chain. Hart (1977) felt that vertical diffusion was more important than Anderson (1976) horizontal diffusion. Desai et al. (1976) with the help of surface and upper air observations taken during the Indo-Soviet Monsoon Experiment (ISMEX) and observations over the East African coast and the Indian Peninsula confirmed the earlier belief that active to vigorous monsoon Chapter 1: Introduction conditions over the 8 West Indian coast were preceded by the strengthening of the LLJ over the Arabian Sea. In one of the models of Hart (1977) represented the idea of potential vorticity conservation and the advection of the potential vorticity across the equator resulting in the formation of a low level jet in the presence of western boundary mountains. Thereafter a series of experiments were performed with a simple barotropic primitive equation (P.E.) model by Bannon (1979a, 1979b) where author was able to simulate features of Somali jet which resemble the real jet. These studies also have described some of the dynamics involved. Stommel and Fieux (1978) studied the structure of the Surface winds during the onset of monsoon in the Arabian sea with the help of historical meteorological ship reports available between the equator and 20°N, and between Africa and India for the period between 1900 and 1973. They tried to find a link between onset of monsoon near the Somali coast and the rainfall over the Indian peninsula. Krishnamurti and Wong (1979a) concluded that the meridional motion of air across the equator from the Southern to the northern hemisphere toward lower pressure results in an acceleration and an enhancement of the horizontal advective terms in the balance forces. In continuation to this study Krishnamurti et al. (1983) with the help of three dimensional planetary boundary layer model were able to simulate more realistically its curvature and the position of its maximum strength Ramanathan (1982) over the showed Arabian that the Sea. overall Krishnamurti and development and strengthening of the low-level zonal flow during onset is highly sensitive to the large scale field of differential heating. Cadet and Desbois (1980) studied the fluctuation in the intensity of the Somali low-level jet flowing along the East African coast during the Indian summer monsoon. On the basis of preliminary analysis Cadet and Desbois Chapter 1: Introduction 9 (1979) suggested that the quasi-biweekly oscillation of the jet may be associated with an interaction between mid-latitude perturbations of Southern Hemisphere and the southeast trade wind of the equatorial southern Indian Ocean. Based on trajectory calculations, Kuettner and Unninayar (1981) suggest that the low level monsoon jet over the Arabian Sea is an inertial current steered by the cross-equatorial pressure gradient. Grossman and Friehe (1986) hypothesized that the vertical structure of the LLJ can be explained by the mixture of two dynamical effects: the thermal wind or vertical shear of the geostrophic wind, and transfer of horizontal momentum from the atmosphere to the ocean by turbulent momentum exchange within the atmospheric boundary layer. Their study reveals that geostrophic wind shear is dominant above the low-level maximum while turbulent momentum exchange is dominant below. Rodwell and Hoskins (1995) studied the LLJ using a time dependent primitive equation model having specified zonal flow, mountains and diabatic heating. They found that, surface friction and diabatic heating provide mechanisms for material modification of potential vorticity (PV) of the flow and both were found to be important for the maintenance of the LLJ. It is necessary to mention that the possible reason behind consideration of low level jet in studies of global climate is its relationship with convective activity. The low level jet stream can also affect climate in various ways that are not related to convective activity. As shown by several studies (Kuo and Seitter, 1985; Lemaitre and Brovelli, 1990; Mastrantonio et al., 1976; Raymond, 1978) the low level jet not only helps in transporting moisture but also responsible for instabilities that can be produced by a LLJ wind profile and influence convective development (Stensrud, 1996). Chapter 1: Introduction 10 Fieux and Stommel (1977) showed that near Somalia the onset duration is nearly one week. Later Halpern and Woiceshyn (1999) made detail study of the onset of the Somali Jet in order to describe Arabian Sea winds and pointed out that the onset time of the Somali jet is not the same throughout the Arabian Sea. According to them, minimum duration was about three inertial periods, which is the approximate time for development of Ekman currents and the zonal component of wind direction must be eastward. The tele-connection of Somali jet over the Arabian Sea with ElNiño / La-Niña has been explained by Arpe et al. (1998). A dynamic interaction of Somali jet with the Western Ghat (Sahyadri Mountain) also has been suggested by Wu et al. (1999). Halpern and Woiceshyn (2001) studied the interannual variation of Somali Jet linked with the El-Niño and La-Niña episodes during the period 1988-1999. They found that the average date of Somali Jet onset was two days later in El-Niño events in comparison with La-Niña conditions. Swapna and RameshKumar (2002) examined the role of low level flow on the monsoon activity using monsoon period 850hPa winds for two contrasting years 1987 (drought) and 1988 (good). They found that wind speed was more over the western Arabian Sea during good monsoon year as compared to bad monsoon year. Sam and Murty (2002) described the variation in the monsoon LLJ from an active phase of the monsoon to a break phase using temperature and wind data for 1965 and 1966. They found that during the active phase of monsoon the low level jet has a core speed of 55 knots and during the break phase of monsoon the core speed was less than 10 knots. Moreover, they mentioned that this jet stream is expected to have a good effect on the distribution of rainfall with Chapter 1: Introduction 11 respect to its axis and is therefore important in forecasting of monsoon rainfall. Recently the process of Somali jet formation has been hypothesized by Taniguchi and Koike (2003) which involves a) atmospheric heating over the western part of Tibetan Plateau, b) formation of the low in the lower troposphere (the monsoon trough) as a consequence of the change in the upper troposphere, c) formation of pressure gradient between the monsoon trough and the anticyclone in the southeastern part of Africa and finally d) generation of Somali jet. Moreover through examination of the seasonal march of the wind field at 850hPa, they recognized that Somali Jet is one of the key factors of forming the Asian monsoon at its initial stage Joseph and Sijikumar (2004) suggested that adequate care should be taken by monsoon modelers to see that LLJ and associated deep convection are properly simulated in the models. Boos and Emanuel (2009) examined the onset of Somali jet and the associated monsoon in a convective quasi-equilibrium framework. They observed that the Jet onset is accompanied by a large (O(100 W/m2)) increase in surface enthalpy flux over the Arabian Sea that is nearly collocated with, and linearly related to, the concurrent increase in deep tropospheric ascent. Camberlin et al. (2010); Joseph and Sijikumar (2004); Roja Raman et al. (2011) discussed different characteristics of the Somali jet associated with the active-break cycle of the Indian summer monsoon (ISM) rainfall. 1.3.1 Monson Onset India is a country where nearly 60% of the population derives their livelihood from agriculture (Sharma et al., 2003). Beginnings of various agricultural activities are linked with the onset of the monsoon because of which information about the onset of the monsoon is eagerly Chapter 1: Introduction 12 awaited by farmers. Therefore prediction of the date of onset of monsoon is an important aspect for the Indian farmers. The normal date of onset of monsoon over Kerala is 1 June with a standard deviation of 7days (Fig.1.5). Any failure or even late arrival of monsoon rains results in wide spread starvation and economic disaster. Every year India Meteorological Department (IMD) declares the monsoon onset over Kerala operationally. Although, there is no precise definition of the onset of the monsoon, conventionally Indian meteorologists identify the date of onset over the Kerala coast based on a sharp increase and characteristic persistency of the rainfall (Ananthakrishnan et al., 1968). Besides this fact there exist a number of definitions of onset of monsoon over Kerala (Ananthakrishnan et al., 1967; Ananthakrishnan and Soman, 1988; Fasullo and Webster, 2003; Gadgil and Joseph, 2003; Goswami and Xavier, 2005; Lin and Wang, 2002; Xavier et al., 2007), the most commonly used definition is based on rainfall over a number of stations exceeding a threshold that is sustained for minimum period of time (Ananthakrishnan and Soman, 1988). Also appreciable changes occur in a) winds, b) temperature and c) rainfall on account of monsoon. The movement of the southwest monsoon towards India is greatly supported by the Somali jet that transits through Kenya, Somalia and Sahel and exits the African coast at 90N at low level. Also the criteria adopted by IMD for operational declaration of monsoon onset contain set in of westerlies as one of the parameters which in turn shows the crucial importance of Somali jet in the prediction of monsoon onset. But it is necessary to mention here that there is no medium range method available for the prediction of date of onset of monsoon over Kerala. Chapter 1: Introduction 13 Fig.1.5: Normal dates for onset of monsoon over India (Obtained from IMD, http://www.imd.gov.in/section/nhac/dynamic/newnormalonset. jpg) 1.3.2 West Coast Rainfall West coast of India is one of the regions which receives active monsoon spell during the monsoon season. The reason lies behind the orientation of the Western Ghat (Fig. 1.6). The mountain ranges are parallel to the coast about 50 km inland between 8.5 and 210N latitude and have a mean altitude of 800m, though individual peaks are much higher. The variable rainfall distribution is noticeable during the monsoon season (June - September) over the Indian Peninsula. Mainly the orographic influence is dominant for this variation in distribution of rainfall as the winds are almost at right angles against the Western Ghats during the monsoon season. Chapter 1: Introduction 14 Fig. 1.6: Topographic map of India (Elevation in meters) (Courtesy USGS topography data) The onset of Somali jet is believed to be the precursor of the onset of rainfall along the west coast of India (Desai et al., 1976; Krishnamurti et al.,1981; Yadav and Kelkar, 1989). The Western Ghats parallel to the coast also play an important role in concentrating rainfall over this region (Ogura and Yoshizaki, 1988; Prakash et al., 2013; Suprit and Shankar, 2008; Wu et al., 1999). The well known LLJ during the June-September months produces intense rainfall over the west coast of India due to the convergence of wind flow and uplift by the Western Ghats (Joseph and Raman, 1966). A relationship between the low level cross equatorial winds which gets locked by the topography of eastern Africa and the rainfall over parts of western India has been found by Findlater (1969b), although this question needs careful examination (Raghavan et al., 1975). Desai et al. (1976) also confirmed the earlier belief that active to vigorous monsoon conditions over the West Indian coast were preceded by the strengthening of the LLJ over the Arabian Sea. Furthermore Krishnamurti and Bhalme’s (1976) spectral analysis of the intensity of the jet shows the presence of quasi biweekly oscillation of the intensity of the jet and it may be related to likely oscillations observed in rainfall Chapter 1: Introduction 15 over India during active and break monsoon. Occasionally, intense rainfall over the west coast, associated with the formation/movement of troughs and vortices, occurs during the months of July and August (Francis and Gadgil, 2006). The Somali jet carries a large amount of moisture from the southern Indian Ocean and the Arabian Sea (Simon and Desai, 1986), pours them as heavy rainfall over the windward side of the ghats when the LLJ is forced to ascend over the Western Ghats mountain chain (Grossman and Durran, 1984). On the basis of monthly mean intensity of Somali jet Halpern and Woiceshyn (2001) mentioned that when the intensity of Somali jet was above (below) normal, there was an excess (deficit) of rainfall along the west coast of India. Due to very small sample size the statistical confidence in their results was low and results may be considered to be a demonstration of concept. But still there is no study for the prediction of the occurrence of active monsoon spell over the west coast of India. 1.3.3 Cross-equatorial transport The important parameters which play a vital role during the Indian summer monsoon season are the moisture and the momentum. It has been observed that 70% of the water vapor that reaches the west coast of India is from southern hemisphere and 30% comes from evaporation occurring over the Arabian Sea (Cadet and Reverdin, 1981). Cadet and Reverdin (1981) showed that in bringing the monsoonal rains over India, the cross-equatorial flow of moisture and wind as well as the evaporation over the north Indian Ocean and adjoining seas are known to be equally important. Also it has been observed that cross equatorial winds are stronger during good monsoon as compared to bad monsoon (Krishnamurti et al., 1976). Thus the large amount of cross equatorial air flux over the Indian Ocean points towards the Chapter 1: Introduction 16 importance of moisture transport occurring across the equatorial region. Pattanaik et al. (2005) showed that presence of strong crossequatorial flow from the beginning of May is conducive for the early onset of monsoon while subdued cross equatorial flow till the first week of June is responsible for the late onset, However, they have considered only two years of data (2003 and 2004) to conclude. Kakade and Dugam (2008b) studied the impact of cross equatorial flow on intra seasonal variability of Indian summer monsoon rainfall and found that 850hPa zonal wind gradient anomaly plays an important role during the last 20 days of May. In earlier studies many authors have tried to find out the amount of moisture over the Arabian Sea, but due to lack of observations these studies are not conclusive. In addition to this fact there is difference in the amount of cross-equatorial flow computed by Rao (1964), Findlater (1969a,b), Saha (1970), Saha and Bavadekar (1973). This shows the need of reexamination of this problem. Also in this regard Hart et al. (1978) suggested that for accurate computation of water vapor flux one should use good low altitude wind and humidity observations, whereas Cadet and Reverdin (1981) says that “much more needs to be done to estimate more accurately the transport of water vapour over the Indian Ocean, to understand its variation and their relationship with rainfall over India”. 1.3.4 Structure of the Somali Jet Several studies have been made to find out the structure of Somali jet (Ardanuy, 1979; Bannon, 1979a, 1979b, 1982; Chakraborty et al., 2009; Desai et al., 1976; Farquharson, 1939; Findlater, 1966, 1967, 1969a, b, 1971, 1972, 1974; Halpern et al., 1998; Halpern and Woiceshyn, 1999, 2001; Hart et al., 1978; Jambunathan and Ramamurthy, 1974; Joseph and Raman, 1966; Krishnamurti et al., 1976; Krishnamurti and Wong, 1979a; Krishnamurti et al., 1983; Pant, Chapter 1: Introduction 17 1982; Wu et al., 1999). Most of them provide brief information in the form of case studies or over a specific location but not over the entire Arabian Sea over which Somali jet flows during the summer monsoon season and acts as a lifeline. It is well known that during the Indian summer monsoon season upwelling occurs near the Somali coast. The inversion over the Arabian sea was first detected by Colon (1964) later Narayanan and Rao (1981) also detected inversion over the Arabian sea using satellite observations. Sen and Das (1986) have also studied some aspects of the low level inversion over the Arabian Sea using MONEX-79 (Monsoon Experiment, 1979) data. Pant (1982) studied some characteristic features using Indo-Soviet Monsoon Experiment 1973 (ISMEX-73) and Monsoon Experiment 1977 (MONEX-77) data. He found two jet maxima one near 1.0 km in the north and other at South at 2 km outside the inversion. Additionally, Findlater (1971) has shown that the Somali jet splits into two branches out of which one moves towards the west coast of India while the other moves towards the southern tip of India. But still it is a topic open for investigation due to differing opinion on whether jet splits or not. 1.3.5 Simulation of the effect of Mascarene high on the strength of Somali Jet The Mascarene high is a high pressure area south of the equator. The name Mascarene high came from the Mascarene Islands east of Madagascar. The center of this anticyclone is located near 300S and 500E. Krishnamurti and Bhalme (1976)studied the various elements of monsoon system, namely Monsoon trough, Mascarene high, Low-level cross equatorial jet, Tibetan high, Tropical easterly Jet, Monsoon cloudiness, Monsoon rainfall dry and moist static stability. In their paper they have also mentioned that “synoptic meteorologists and operational weather forecasters in these regions have long recognized Chapter 1: Introduction 18 that Mascarene high has some importance during the monsoon months, although no definitive analysis of its importance has been demonstrated”. Simple and handy way for understanding the different aspects of Indian monsoon is the use of the climate models. Numerical simulation of the Indian monsoon has advantage over conventional analysis of data. It enables us to perform control experiments by which we could learn about the aggregate of physical processes that make up the monsoon. The numerical models have been used extensively to study LLJ development and evolution and have reproduced the basic features of many observed LLJs (Stensrud, 1996). Typically these studies have been conducted using either a case study approach (Brill et al., 1985; Doyle and Warner, 1993; Lapenta and Seaman, 1990) or simplified analytic initial conditions to examine LLJ sensitivities to various model parameters (Fast and McCorcle, 1990; Krishnamurti et al., 1976; McNider and Pielke, 1981; Paegle and Rasch, 1973; Savijarvi, 1991). The advantage of using numerical models is the ability to separate the effects of various physical processes on the jet evolution. These studies point towards the usefulness of numerical models for simulating and understanding the monsoon. 1.4 Main objectives and outline of the thesis Somali jet plays an important role during Indian monsoon. In this thesis an attempt has been made to provide a broad view of Somali jet. Since most of the earlier studies are based on only a few years data or over/along a particular region. Therefore an attempt has been made to provide detailed view over the entire Arabian Sea. The thesis also sets the goal of formulating a criterion for the prediction of the date of onset of monsoon over Kerala and active monsoon spell over the west Chapter 1: Introduction 19 coast of India. Additionally the thesis also aims at finding out the amount of cross equatorial flux of moisture as well as momentum during the monsoon months. An experiment has been conducted in order to find out the effect of Mascarene high on the strength of Somali Jet. Therefore, keeping these objectives in mind the first chapter is designed to provide brief information about the topic, which includes: brief information about various jet streams present in the atmosphere, Somali Jet and its importance. Also an attempt is made to provide brief details about the previous studies involving theoretical as well as modeling studies related with Somali Jet, onset of monsoon, west coast rainfall, and cross-equatorial transport. Chapter 2 gives details about the reanalysis data sets i.e. NCEP FNL and ERA-Interim as well as provides brief details about the NOAA interpolated Outgoing Longwave Radiation (OLR) data used in this study. Also it includes information about the IMD high resolution daily gridded rainfall dataset. Brief information has been provided about the India’s first satellite Kalpana-1 launched for Meteorological purpose whose data have been used in this study. In spite of its importance, there are not many studies related to the prediction of the date of onset of monsoon over Kerala. The existing method of IMD does not give any medium range forecast. The IMD has stipulated some criteria based on which they declare onset date. They do not predict the date of onset over Kerala. Therefore in chapter 3 an attempt has been made to devise criteria for the prediction of the date of onset of monsoon over Kerala with some lead time in medium range scale. The west coast of India is one of the places which receive heavy rainfall during the southwest monsoon season. Mumbai, the financial capital of India is also situated on the west coast of India. However Chapter 1: Introduction 20 there is hardly any attempt to predict the active monsoon spell over the west coast of India. Thus, chapter 4 deals with the investigation regarding the prediction of active monsoon spell over the west coast of India. In this chapter an effort has been made to formulate criteria for the prediction of heavy rainfall using wind and OLR data. The availability of high resolution data and also due to divergent opinions about the cross-equatorial transport during the monsoon season an attempt is made in chapter 5 to revisit the problem of computation of cross-equatorial transport of moisture as well as momentum during the pre-monsoon and monsoon season. Also investigation is conducted to find a region which can provide precursor for the prediction of monsoon performance in the following months. Chapter 6 deals with the structure of Somali Jet. This chapter presents detailed structure of Somali Jet highlighting the spatial extent of maximum wind and the level at which jet maxima occur. This also deals with the behavior of jet maxima during inversion episode. At the end of this chapter a study is conducted regarding the splitting of Somali jet as there were diverse opinions about the splitting. The Mascarene high near to which Somali jet commences its journey has profound impact on the Indian summer monsoon. In this regard examination is carried out in chapter 7, in which an attempt has been made to simulate the effect of Mascarene high on the strength of Somali jet using WRF model. Although the main findings have been presented at the end of each chapter, important results of the thesis are summarized in chapter 8 with future scope of the study.
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