3.1 Dynamics of river width
River width is an important morphological feature that determines the extent of the river. Figure 4 depicts the variations in river width over time and space in all of the branches that converge at the confluence.
Figure 3 depicts the morphological instability of the river, which demonstrates how the breadth of the river fluctuates over time. During this time, Padma's range of variation between maximum and minimum breadth had widened substantially. Jamuna's average width stayed constant from 1990 to 2010, however from 2010 to 2015, it was expanded to 1 kilometre. Throughout the research period, Ganges' maximum and lowest width ranges are very consistent.
The average, maximum, and minimum widths for the Ganges and Padma parts follow a similar trend, as seen in Fig 3. In the case of the Jamuna River, however, no such tendency was seen. Figure 4 depicts the spatial pattern of this shift, which shows that the variance in width change as a function of Padma's distance follows a similar pattern in different years. The Ganges and the Jamuna, on the other hand, do not follow any pattern. The breadth of the Jamuna is rising in the downstream direction. The greatest reduction in width was found along the Ganges part of the confluence at the chainage 0 km stretch at Kushtia Sadar, where the breadth fell by about 3 km between 1995 and 2010. Similarly, between the 1990s and 2000s, the largest width change on the Jamuna stretch was seen at a chainage 12 km portion near Delduar. During this time, the breadth of this stretch narrowed by about 8 kilometres. In the instance of the Padma stretch, the river's breadth rose by roughly 10 kilometres in the part near Faridpur, when the chainage was 24 kilometres.
3.2 Bar Movement & sinuosity:
Extremely dynamic The Ganges-Jamuna confluence shows the net effect of these morphodynamic processes in the form of a southern movement of the confluence point from 1972 to the present. The changing tendency and position of the Jamuna River's widest channel altered over this time period. The broadest channel has a propensity to dominate the right bank of the braidplain in the early stage before lateral migration in the later stage. Multi-channel flow was prevalent around big islands that were forested and therefore established. The confluence's meandering Ganges section likewise exhibits a gradual southerly movement, with bars moving into the confluence zone.
During this time span, the sinuosity of the Ganges section fluctuates from 1.03 to 1.1. Between 1972 and 2015, the sinuosity of the Ganges section reduced. The number of bar spaces has grown qualitatively throughout the years.
3.3 Bank line shifting
Table 2 shows the average bank erosion and accretion rates for the left and right banks of the confluence of the Ganges, Jamuna, and Padma at 5-year intervals. Even though it would be ideal to have annual satellite images, this may not always be possible in practise because Landsat images are taken on a 16-day cycle and a clear Landsat image for the study site at a specific time of year may not always be available because the February images may suffer from partial or major cloud cover in the study area in some years.
Table 2: Short term analysis of Mean Erosion & Accretion Rate (Ganges, Jamuna & Padma segment)
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)
The left bank of the Ganges has a mean short-term erosion rate of 64.5 m/y, whereas the right bank has a rate of 105.2 m/y. The left bank of the Jamuna has a mean short-term erosion rate of 141.23 m/y, whereas the right bank has a rate of 210 m/y. Padma's mean short-term erosion rate is 240.4 m/y on the left bank, and 281.1 m/y on the right bank. The mean accretion rates for the Ganges, Jamuna, and Padma rivers on the left bank are 115.4 m/y, 239.1 m/y, and 303.2 m/y, respectively, whereas the right banks are 133.6 m/y, 220.6 m/y, and 152.2 m/y. Between 2005 and 2010, the Ganges had maximum erosion of 297.2 m/y and maximum accretion of 473.9 m/yr (1995-2000). The highest erosion and accretion rates on the right bank of the Ganges are 664.544 m/yr (1995-2000) and 445.4 m/yr (2005-2010), respectively. The highest erosion and accretion rates on the left bank of the Jamuna are 652.6807 m/yr (1995-2000) and 969.2 m/yr (1990-1995), respectively. The highest erosion and accretion rates on the right bank of the Jamuna are 815 m/yr (2000-2005) and 782.9 m/yr (1990-1995), respectively. The highest erosion and accretion rates on the left bank of the Padma are 781 m/yr (1990-1995) and 1756 m/yr (2000-2005), respectively. The highest erosion and accretion rates on the right bank of the Padma are 1118 m/yr (1990-1995) and 727 m/yr (2005-2010), respectively. Table 2 demonstrates that erosion has grown along the left bank of the Ganges portion throughout the research period, but erosion has decreased along the left bank of the Padma section till 2010. In compared to the preceding five years, erosion rose by over 100% from 2010 to 2015. During the research period, erosion on the left bank of the Jamuna has decreased. The right banks of the Ganges, Jamuna, and Padma segments, on the other hand, have seen a very uneven erosional pattern.
The Padma segment's left bank has the most erratic accretion propensity. In comparison to the preceding five years, the accretion tendency increased nearly thrice between 2000 and 2005. However, Padma section showed a relatively low mean accretion of 9.85 m/yr during the previous 5 years of study. Between 2005 and 2010, accretion on the left bank of the Jamuna fell dramatically. Throughout the study period, the left bank of the Ganges exhibits an almost consistent rate of accretion. However, no regular pattern of accretion was seen on the right bank of any segments.
The right bank of the Ganges is very unstable and shows continuous movement throughout the confluence zone, as illustrated in Figure 6 from a short term examination of the Ganges part of the confluence region. However, channel shifting may be seen in the upstream area of the confluence zone on the left bank of the Ganges. The left bank of the Ganges remained relatively steady around the site of confluence.
Jamuna's short-term alterations are depicted in Figure 7. The upstream portion of the confluence zone is more mobile than the zone at the site of confluence in the event of left bank movement, as seen in the diagram. The right bank of the Jamuna River follows a similar pattern.
Data from the Padma section during a 5-year period reveals that the downstream portion of the right bank is unstable, with irregular movement, but the area near the confluence is less mobile. The left bank of the Padma, on the other hand, is relatively stable near the confluence, but the downstream part has a larger changing propensity, as seen in Figure 8.
For the Ganges, Padma, and Jamuna portions, long-term changes in the confluence region are also examined. This study gives a clear picture of these rivers' changing tendencies. Figure 9 clearly indicates that, with the exception of the yatra, the main pattern of the left bank of the Ganges is one of deposition throughout the year 1990-2005.
The rate of deposition, on the other hand, has steadily reduced over time. The standard deviation of erosion has remained relatively consistent, implying homogeneous erosion in all portions of the confluence zone along the Ganges. However, between 1990 and 2000, the standard deviation for deposition instances was greater, which might indicate a lack of uniformity in deposition along the sections. Deposition occurred on the right bank of the Ganges between 1990 and 2000, however the bank quickly became prone to erosion and has continued to do so in recent years.
In the long term, the mean erosion and deposition tendency in the left bank of the Jamuna has stayed comparable, although there has been a depositional trend in recent years, as seen in Figure 10. On the other hand, In the long run, the right bank of the Jamuna is exhibiting erosional characteristics.
Figure 11 reveals that Long Term bank shifting trend has showed mostly erosional tendency in both the banks of Padma.
It can be seen from the Figure 12 that during the five year span from 1990 to 1995 the confluence zone showed erosional tendency in the lower portion of Jamuna at Shivalaya. Areas like Dohar, During this time, Charbhadrashan, Rajbari sadar, and Pabna sadar all experienced significant erosion. With the exception of the Dohar region, this erosional trend continued for the following five years. During this time, Dohar did not experience any severe erosion. As illustrated in Figure 13, the erosional tendency on the right banks of the Jamuna and Padma Rivers was less severe from 2000 to 2010. During this time, the right bank of the Padma River saw considerable accretion. However, the riverbanks of the Padma River in Dohar have been severely eroded in recent years. The erosional tendency can be ascribed to the creation of sand bars in rivers; as a result, flow is directed towards the rivers' banks, producing erosion. Table 3 summarises the findings of the study.
Table 3: Short & Long term analysis of Erosion & Acretion in terms of area
Short Term
|
Long Term
|
Year
|
Erosion
(sq km)
|
Deposition
(sq km)
|
Year
|
Erosion
(sq km)
|
Deposition
(sq km)
|
1990-1995
|
269.19
|
174.16
|
1990-1995
|
269.19
|
174.16
|
1995-2000
|
194.09
|
126.72
|
1990-2000
|
376.33
|
214.43
|
2000-2005
|
172.03
|
110.92
|
1990-2005
|
409.85
|
212.17
|
2005-2010
|
109.67
|
173.61
|
1990-2010
|
370.53
|
239.66
|
2010-2015
|
201.23
|
38.05
|
1990-2015
|
487.89
|
173.28
|
Table 3 shows that during the course of 25 years, the confluence zone lost 487.89 sq km of area while gaining just 173.28 sq km. It can also be noted that erosional tendency has been on the decline in the short term between 1990 and 2010. However, between 2010 and 2015, the degraded area nearly doubled in contrast to the previous five years. Meanwhile, there is no discernible pattern in the deposition tendency.