The monsoon onset index is a key metric used to identify the initiation of the monsoon season. Various criteria and parameters have been employed to define the onset, such as rainfall thresholds, wind patterns, and changes in atmospheric conditions. A monsoon trough that was located in the eastern regions of India in winter had moved westward by summer, according to Yin's (1949) analysis of the average 8-kilometer summer and winter flow patterns over Myanmar. His analysis of the summer monsoon's arrival in 1946 reveals that it moves quite quickly and coincides with India's monsoon season's "burst." The Himalayan mountain complex's influence on the long-wave pattern, together with seasonal variations in the circumpolar jet stream's latitude in the northern hemisphere, is attributed to the migration of the trough (Fig. 8). The arrival of the southwest monsoon current over Myanmar coincides with the onset time of the ISM over the Indian subcontinent.
Feng et al., (2020) developed a very new onset index called the "Daily Monsoon Trough Index" (DMTI) that considers the zonal wind component and the location of the monsoon trough to determine the onset date. Zhang et al., (2002) use only the rainfall index to define the monsoon onset and display the 5-day running mean climatology of the rainfall index for 46 years due to the reason that the wind patterns over Indochina are very complicated. Over Indochina, the dry season starts from November to late April, and the wet season from early May to mid-October. A dramatic increase in daily rainfall from 2 to 6 mm day 21 between late April and mid-May marks the change from a dry to a rainy season. The research suggests that the arrival of the monsoon across the Indochina Peninsula is fundamentally influenced by tropical influences.
The Department of Meteorology and Hydrology (DMH), Myanmar, currently defines the onset dates of the summer monsoon as the day of the very first three consecutive rainfall days with 2.5 mm per day amounts or greater in various locations throughout Myanmar (Aung & Thoung, 1985). Based on this definition, Lwin, (2002), utilizes the use of the frequency distribution of long-term onset dates, Lwin (2002) suggests a pre-southwest monsoon between mid-April and mid-May, a southwest monsoon between mid-May and mid-October, a post-southwest monsoon between mid-October and mid-November, a cool and dry northeast monsoon season between November and March, and a hot summer season between March and April (Fig. 9). According to Lwin, (2002), The summer monsoon advances in four different regions of Myanmar according to the climatological onset dates: on May 5 in southern Myanmar, which is located between latitudes 9 and 15 °N; on May 15 in the deltaic region, which is located between 15 and 17 °N; on May 20 in the eastern hills, central plane, and western coasts of Myanmar, which are located between 17 and 23.5 °N; and on June 1 in northern Myanmar, which is located between 23.5 and 28 °N.
The weakness of this definition is that it relies on the daily rainfall totals recorded at each station, which means it must disregard any precipitation that occurred before April 25 because it is not monsoon rain. Due to insolation before the monsoon, some areas of Myanmar may see rain from thunderstorm formation by South China Sea typhoons or western disturbances from Indiandhat some stations may have rainfall quantities above 2.54 mm on occasion even if the rainfall duration is short. According to Sen Roy & Kaur, (2000)'s study, there are different monsoon rain zones and a centrally located, noticeably dry zone that receives less than rainfall 680 mm per year and shorter than 50 wet days (Fig. 10).
Using the onset date isochrones map from 1967 adapted for India and Myanmar, DMH has historically identified four distinct zones of Myanmar. (Moe, 2002). There weren't many rain gauge stations in Myanmar in 1967, so those four regions should also be given another look in light of the current rainfall stations.
Thus, the commencement of the climatological monsoon over Myanmar was determined by Zhang et al., (2002) and Htway & Matsumoto, (2011) using mean or average pentad rainfall data. The onset date is determined using this method, which takes into account the cumulative rainfall and its temporal dispersion (Fig. 12). However, this time the author took topography into account and demonstrated the onset time of the southwest summer monsoon in Myanmar by two parts. The onset date of the monsoon season in southern and central regions of Myanmar on May 18 and in northern Myanmar on May 28 was proposed by Htway & Matsumoto, (2011).
Thus Oo, (2023) suggested combining wind and rainfall with other characteristics to create the MSwM change point index, a non-threshold-based index was first proposed (Fig. 13). To confirm the climatological monsoon beginning dates and regions for Myanmar, the climatological structure of several parameters from late April to early June will also be shown and examined. This should include both the observed data and the re-analysis data.
From the modeling insight, Mie Sein et al., (2015) study characterizes the inception, northern limit, and progression of southwest monsoon in Myanmar using synoptic maps generated through a 10-year simulation by using the model Fig. 14. This was the first work to examine the model analysis of the Myanmar monsoon and its goal was to describe the onset dates of the southwest summer monsoon over Myanmar. The Regional Climate Model (RegCM3) was run for ten years to reproduce the meteorological fields focused on the season from April to July (2000–2009).
5.1 Applications and Challenges
Accurate determination of onset and withdrawal dates has significant implications for various sectors. In agriculture, knowledge of the monsoon onset date helps in planning sowing operations and crop selection, while the withdrawal date is crucial for harvesting decisions. Water resource management relies on the monsoon cycle, and accurate predictions of these dates assist in reservoir management and water allocation.
However, determining precise onset and withdrawal dates poses several challenges. The monsoon system exhibits considerable interannual and spatial variability that makes it difficult to generalize onset and withdrawal patterns. Additionally, the selection of appropriate indices and thresholds varies across different regions, leading to variations in the determination of these events. The monsoon index is a critical parameter in quantitatively describing and studying monsoons. Researchers proposed many monsoon indexes to capture the spirit of the monsoon. To define the Myanmar southwest monsoon (MSwM) index, some factors, for example, differential heating between land and sea, rainfall intensity, meridional wind, and zonal horizontal wind shear regionally averaged over mainland Indochina were considered in previous research (Htway & Matsumoto, 2011; Oo, 2023; Sen Roy & Kaur, 2000; B. Wang & Ho, 2002). It is well known that the meridional cross-wind is a crucial aspect of the MSwM. However, the zonal wind also plays an important role, as strong zonal winds over mid and high latitudes can obstruct in shifting and strength of monsoon intensity. The pentad rainfall intensity is the most popular tool to determine the onset and withdrawal dates of southwest monsoons over its regions (Tun & Division, 2017). Considering two-dimensional wind vectors, two separate modes of the MSwM had been identified (Lwin, 2000), resulting in a complete understanding of the MSwM.
Advancements in satellite remote sensing, climate modeling, and data assimilation techniques provide opportunities for refining monsoon intensity indices. Incorporating additional variables, such as humidity, cloud cover, and moisture convergence, may enhance the accuracy and reliability of these indices. Additionally, efforts to better understand the interactions between the monsoon and climate teleconnections can contribute to improved monsoon intensity assessment.