Influence of Precipitation Conditions and Discharge Rates of River Estuary Barrages on Geomorphological Changes in an Estuarine Area

Abstract

Changes in coastal topography can affect the ecological environment and marine industries. In this study, we analyzed the patterns and causes of changes in shoreline and undersea topography in the Nakdong River estuary in the southeast of Republic of Korea using depth and shoreline surveys of the estuary, as well as data on discharge, suspended sediments, and precipitation in the Nakdong River basin. The results showed that erosion and sedimentation occurred repeatedly owing to complex factors such as the discharge of the estuary and invasion by open sea waves. However, no clear unilateral trend was observed. Unlike previous survey data, a large amount of erosion occurred in the second half of 2020. Previously, sedimentation was the main process, but erosion occurred rapidly, which was observed in the summer of 2020 when the erosion was three times higher than that in other periods owing to the severe rainy season and torrential rains for over a month. In addition, regarding the flow rate and force of the river water outflow, the amount of discharge increased rapidly, causing erosion. Moreover, a strong typhoon in the summer of 2020 affected the topography of the estuary.

1. Introduction

Data on coastal topography and offshore areas are crucial for interpreting spatial and temporal changes. In particular, the importance of coastal topography and offshore data has been recognized in the modern society with the development of the marine industries. The construction of large-scale artificial structures for dredging and landfilling in offshore areas alters the natural topography, leading to changes in water flow patterns, magnitude, wave characteristics, and other related factors. Such changes in hydraulic mechanics result in variations in sedimentation, causing alterations in the existing topography and substrates [1,2]. Estuarine areas possess particularly complex hydraulic characteristics, and artificial structures alter these hydraulic properties, leading to multifaceted changes in topographical features. In addition, estuarine areas are where seawater and freshwater mix, and considerable amounts of sediment, transported from upstream, are deposited as the water depth and velocity decrease, leading to the development of numerous sandbars, both large and small, parallel to the shoreline [3,4,5]. Shorelines are directly affected by the relationship between the discharge of suspended sediment and the flow rate of a river estuary. Monitoring changes in the shoreline is essential to conserve ecosystems, and the preservation of marine ecosystems is necessary for maintaining human livelihoods.

The estuary of the Nakdong River, in the southeast of Republic of Korea, has undergone important artificial environmental changes since the 1980s. These include the development of industrial complexes, the construction of levees along the river, and the development of the surrounding areas, such as the establishment of residential areas through landfill and the construction of the New Port. Recently, as a part of a large-scale smart city industrial project, a scheme to create an international eco-friendly cultural city in this region is underway, making it an even more crucial area in terms of its transformation.

The Nakdong River estuary has undergone considerable changes in terms of its topography owing to frequent industrial and residential development, including the construction of artificial structures and large-scale projects that affect the mixing of fresh- and saltwater [6]. Additionally, the construction of the estuary embankment has altered the pattern of intermittent mixing between the freshwater and saltwater, causing continuous sedimentation near previously formed islands owing to a loss of momentum toward the open sea [6]. Topographical changes, in both seafloor topography and sandbar formation, are occurring extensively throughout the estuarine region [7,8,9,10,11].

Currently, the estuarine area of the Nakdong River is a subject of research in various fields owing to its social and environmental importance. Kim et al. [12] explored the characteristics of changes in the downstream oceanic physical environment depending on the opening and closing of the Nakdong River estuarine dike. Kim and Kim [13] studied the discharge tendencies of the outflow water according to the structural shape of the estuary dam to examine the tendency of geomorphic changes in the southern part of the estuary. Park et al. [14] studied the topographical changes on Jinwoo and Shinja Islands in the Nakdong River estuary from 2007 to 2012. Park et al. [15] analyzed changes in the seafloor topography in the southern part of Jinwoo Island, comparing the results with the effects of typhoons. Recently, aerial photographs and satellite images have been actively analyzed. For example, Kim et al. [16] analyzed the coastal erosion rate of the sandbar area using aerial surveys, and Jung et al. [17] analyzed the coastal erosion rate of the sandbars in the Nakdong River estuary using aerial photographs and SPOT-5 satellite images. Park et al. [18] monitored changes in the river mouth and tidal flat using a video monitoring system for Doyo sandbar. Additionally, Kim et al. [16] conducted a quantitative analysis of the shoreline change rate of sandbars in the Nakdong River estuary using aerial photographs. Global studies have also used remote sensing data, such as aerial photographs and artificial satellite images, to analyze coastal terrain changes [19]. Following the coronavirus disease 2019 (COVID-19) lockdowns, when industrial activities increased again, the technique of order of preference by similarity to ideal solution method was used to evaluate a water quality-monitoring network for 34 tributaries in the Nakdong River basin, and information necessary for setting up and managing a water quality-monitoring system was presented [20]. The analysis of coastal seafloor changes using remote sensing data has the advantage of easy acquisition of comprehensive data, but it has the disadvantage of low accuracy compared to direct survey data. Studies on the correlation between environmental factors and changes in the topography of estuarine areas have also been conducted. Jeon et al. [21] studied the basics of the formation and development of topography in sandbars in the Nakdong River estuary by analyzing the surface sediment transport rate. Jang and Kim [22] analyzed the ocean circulation in the Nakdong River estuary to elucidate the patterns of marine environmental changes. Kim and Kim [23] also analyzed the factors affecting geomorphic changes in the estuary, specifically the influence of environmental factors, such as the discharge rate of the estuarine dike and meteorological factors.

In this study, the estuary area is an important environmental and ecological area, for migratory bird arrivals and is associated with a seashore. And past studies have focused on monitoring changes. Therefore, we would like to discuss monitoring changes according to the cause through research. We aimed to elucidate the patterns of coastal topographical changes in the Nakdong River estuary from 2018 to 2022 using bathymetric data and shoreline survey data obtained during this period, as well as precipitation data from the Republic of Korea Meteorological Administration [24] and water discharge and suspended sediment discharge data from the Nakdong River estuary dike managed by K-Water Corporation [25]. We conducted a comprehensive comparative analysis of these data, taking seasonal variations into account.

2. Materials and Methods

2.1. Study Area

We focused on the Nakdong River estuary, in the southeastern part of Republic of Korea, as shown in Figure 1. With a length of approximately 513.5 km, the Nakdong River is the third longest river in Republic of Korea. Owing to its geographical features, large quantities of sediments from upstream are deposited in downstream areas with shallow depths and reduced flow velocities, resulting in the development of multiple sandbars parallel to the shoreline. In this study, bathymetric data were acquired for the sandbars and surrounding seafloor of the Nakdong River estuary to analyze changes over time.

2.2. Data Acquisition

Coastal surveys and bathymetric investigations were conducted simultaneously to identify coastal changes and analyze seafloor topographical changes caused by sedimentation around the sandbars at the mouth of the Nakdong River. Nine data acquisition surveys were conducted from the second half of 2018 (October) to the second half of 2022 (October) to analyze the river mouth sandbars and overall seabed topography. The surveys were conducted consistently in April for the first half of the year and October for the second half of the year. The survey schedule is shown in

Table 1. Survey dates for this study.

Year	Month	Period
2018	October	26–11
2019	April	18–22
	October	18–22
2020	April	7–12
	October	16–21
2021	April	8–13
	October	20–25
2022	April	13–19
	October	26–31

.

2.2.1. Shoreline Surveys

Shoreline surveys were conducted using Sokkia GRX1 and GSX2 Global Navigation Satellite System receivers (Sokkia Topcon, Atsugi, Japan), as shown in

Table 2. Specifications of the GPS devices used in this study.

Image
Specification	Model	GRX1/GSX2
	Manufacturer	Sokkia
	Accuracy	Kinematic H: 10 mm + 1.0 ppm V: 15 mm + 1.0 ppm

. The shoreline was surveyed at two sandbars formed by sedimentation. To obtain accurate results, a triangulation network was formed using nearby tidal benchmarks and adjusted accordingly. The survey was conducted at low and high tides based on tidal forecasts. The shoreline was measured every 10–15 m, and Figure 2 shows the surveying process. The results of the shoreline survey were processed using the Universal Transverse Mercator coordinate system, and the heights were based on Korean National Geoid 14. In addition, the data obtained through the field survey were compared with the data surveyed by period using the AutoCAD 2022 program, which is effective for creating 2D drawings or 3D object files by sketching/drawing and designing them with graphics software.

2.2.2. Bathymetry Survey

The bathymetry survey was conducted using the Aqua Ruler 200 echosounder from Sonar Tech Co., Ltd. (Busan, Republic of Korea). The detailed specifications of the equipment used are shown in

Table 3. Specification of the echo sounder used for this study.

Instrument		Specification
Echo sounder	Model	AquaRuler 200 D
	Manufacturer	SonarTech, Busan, Republic of Korea
	Resolution	±1 cm (0–200 m), ±10 cm (20–2000 m), ±1 m (2000–8000 m)
	Gain	Manual, Automatic gain control, Time varying gain
	Power	12–24 V DC MAX 100 Watt

. The bathymetry survey data were corrected for sound velocity and draft using the bar-check procedure. The tidal elevation was corrected using tidal data from the Gaduk Island tidal station of the Republic of Korea Hydrographic and Oceanographic Agency to convert the data to the Gadeok Island datum. The horizontal position of the offshore area was determined using Trimble’s Differential Global Positioning System, and both shoreline survey results and offshore horizontal positions were determined using the Universal Transverse Mercator coordinate system. Figure 3 shows the shoreline survey and seabed topography investigation system.

2.2.3. Effects of Meteorological Factors

The data on the discharge of the Nakdong River estuary dike and the outflow of suspended sediments were obtained from K-Water Corporation (K-WATER) [22], and the precipitation data for Busan, Gimhae, and Yangsan weather observation stations (Korea Meteorological Administration) [23] are presented as average values.

The data from May 2018 to October 2022 were divided into semi-annual data. The period from the previous November to the following April was classified as the first half of the year and that from May to October as the second half of the year. This is because the seafloor topography surveys were conducted in April and October.

3. Results and Discussion

3.1. Bathymeric Changes in Survey Area

The maximum depth of the southern survey area (near the sandbars) was approximately 9.5 m, regardless of the survey period. The depth data from 2018 to 2022 are shown in Figure 4, and the overall depth range was from (+)1.9 m to (−)9.5 m, based on the datum level (D.L. 0 m) benchmark of Gaduk Island.

3.2. Bathymetric Changes in Channel Sections

The sandbars in the study area are not connected to the mainland at either end, forming embayments. Therefore, channels are formed between each sandbar, and erosion and deposition trends in these channels were analyzed by dividing them into four sections from Area A to D, as shown in Figure 5. Each survey was conducted along three to five survey lines, spaced 100 m apart, in the north–south (vertical) and east–west (horizontal) directions, as shown in

Table 4. Survey lines in each study area.

Survey Area	Survey Line
	Vertical	Horizontal
A	AV01 (West)–AV04 (East)	AH01 (South)–AV04 (North)
B	BV01 (West)–BV05 (East)	BH01 (South)–BV05 (North)
C	CV01 (West)–CV04 (East)	CH01 (South)–CV04 (North)
D	DV01 (West)–DV04 (East)	DH01 (South)–DV04 (North)

.

Area A is characterized by a narrow channel where the waterway narrows owing to the nearby bridge, river, and port outflow. Both outflow from the inner part of the coastal shoal and inflow from the outside of the southern part of the shoal occur as the water flows into the estuary. Therefore, there is a higher possibility of changes in the underwater topography compared with that in the other areas. Similar to Area A, Area B also experiences heavy ship traffic, whereas Areas C and D are channels through which the main stream of the Nakdong River is discharged. Area C is the most strongly affected by discharge from the Nakdong River, whereas Area D can also be considered a major tributary, despite its narrow waterway, owing to discharge from the Nakdong River estuary dike.

As shown in Figure 6, erosion and deposition appear to occur repeatedly in the survey area, with erosion observed in April after a period of low rainfall and deposition observed in October after a period of heavy rainfall. In Area B, there is a tendency for the southern pit to move westward and the northern pit to move eastward. This area, which is the main waterway of the West Nakdong River, is subject to repeated erosion and sedimentation owing to various factors, such as discharge from the Nakdong River estuary dike and the intrusion of waves from the open sea. In some areas where the flow rate decreases, sedimentation occurs owing to the transport of suspended sediment from inland by the West Nakdong River. In other areas with relatively fast flow rates, erosion occurs. This tendency is particularly intensified by external forces, such as heavy rainfall and typhoon waves, increasing the vulnerability of terrain changes by external force. The analysis of the survey lines in Areas C and D revealed that in Area C, there is a tendency for erosion to occur to the east of the survey line. This tendency can be attributed to the influence of the discharge from the Nakdong River, which causes the main channel to move in the north and east directions toward the Nakdong River estuary. The seasonal phenomenon of erosion in the first half of the year and sedimentation in the second half of the year, which has been observed in the past, continued in the study period. In addition, owing to the increase in discharge from the Nakdong River during the typhoon season in 2020, the eastern part of the main channel in the Nakdong River estuary showed a tendency toward erosion. The southern part of the main channel, which is the inlet for the discharge from the Nakdong River, did not show a substantial change in shape, but erosion occurred overall, resulting in an increase in the width of the channel. This trend was also observed in Area D. In both Areas C and D, erosion was more prominent than sedimentation in the second half of 2020, which is thought to be the result of significant changes in the topography caused by a sudden increase in discharge from the Nakdong River estuary dike and the effects of typhoons in the summer of 2020.

3.3. Shoreline Changes

The analysis of shoreline changes was conducted in the coastal areas adjacent to Areas B and C (Figure 6; Shorelines 1 and 2, respectively), which are heavily influenced by the main stream of the Nakdong River. Figure 7 provides a detailed representation of the range of the shoreline changes.

In the Nakdong River estuary, the sandbars change position in response to differences in tidal currents, and changes in the shoreline can considerably affect the marine ecosystem. In particular, the Eulsuk Island, which is situated immediately above the river mouth and includes a sandbar, is a highly valuable environmental and ecological habitat for migratory birds.

The analysis of Shorelines 1 and 2 performed using AutoCAD (Figure 8) showed that the range of the coastal indentations is changing owing to differences between high and low tides. For Shoreline 1, the shape of the terrain changed based on the tide level, with the reference point being October 2020. This is considered to be associated with changes in the terrain caused by the typhoons MAYSAK and HAISHEN that passed through Republic of Korea in 2020. As shown in Figure 9, in October 2020, it was confirmed that Shoreline 2 was interrupted and a channel was formed.

Furthermore, by analyzing the height distributions and changes in the planar position of the shoreline from a total of nine shoreline surveys, it was found that the height values of the same location increased from 2018 to April 2020. As shown in Figure 10, the maximum height values of both Shorelines 1 and 2 increased. This observation indicates that sediment deposition occurred every year, leading to an increase in the height of the shoreline. Figure 10 is a graph of the height values of the shoreline, showing the deviation from the low to the high point. This represents the height value by time of data acquisition to determine whether sedimentation or erosion occurred at that time.

After October 2020, both Shorelines 1 and 2 showed decreasing trends in height, followed by increasing trends. This phenomenon was attributed to erosion caused by typhoons, as observed in the previous analysis of shoreline range. However, in October 2022, Shorelines 1 and 2 showed different patterns. Shoreline 1, where the industrial complex is located, showed erosion, whereas Shoreline 2 exhibited deposition. The industrial wastewater may have affected Shoreline 1, and with the end of the COVID-19 lockdowns, the discharge of industrial wastewater increased, causing an increase in flow velocity in the narrow channel, leading to erosion rather than deposition. In contrast, Shoreline 2 showed relatively slow deposition as suspended sediment flowed slowly through the wider channel, probably facilitated by the increased discharge from the Nakdong River estuary.

3.4. Analysis of Discharge in the Nakdong River Estuary Dike

The hydraulic factor that primarily influences the bathymetry in the estuary is the inflow of river water. The underwater topography is affected by not only the supply of sediments but also various physical environmental factors that cause erosion and deposition. The estuary, which hosts the confluence of freshwater and saltwater, can also be influenced by density gradients caused by the difference in density between freshwater and saltwater, affecting the transport of suspended particles, as well as, the bathymetry changes owing to various meteorological factors such as tides, waves, and other weather conditions.

The study area experiences repeated erosion and sedimentation events owing to various factors, such as discharge from the Nakdong River estuary dike and inundation of waves from the open sea. There appears to be no unilateral tendency in the area. In particular, Area C, which is directly affected by the discharge from the Nakdong River estuary dike, is influenced by two canals (the Eulsuk Island and Myeongji shipping routes) that drain into the open sea. The seabed topography has been found to fluctuate repeatedly between erosion and deposition. Figure 11 shows the data on the discharge of the Nakdong River estuary dike, outflow of suspended sediment, and precipitation in the Busan area.

The precipitation data obtained from the Korea Meteorological Administration revealed that both discharge and suspended sediment discharge change similarly when precipitation increases or decreases. This result may be considered to be obvious given that increased precipitation leads to increased inflow to the Nakdong River, and the increased water flow can naturally explain the increase in the sediment discharge. The results in Figure 11 show a general trend that as the discharge increases, the suspended sediment discharge also increases. However, compared with that in the second halves of 2018, 2019, and 2021, the discharge in the second half of 2020 increased by approximately three-fold, but the suspended sediment discharge decreased or remained almost the same. The seasonal effect showed a clear trend, with a decrease in the first half and an increase in the second half of the year for both discharge and suspended sediment discharge, reflecting the amount of precipitation. However, it was found that the suspended sediment discharge did not increase in proportion to the discharge.

In the latter half of 2020, the average discharge of the Nakdong River estuary dike increased by approximately 2.5-fold compared with that in the same period in previous years owing to heavy rainfall that affected the Korean Peninsula during the summer of 2020. The increase in discharge is estimated to have affected the topography of the estuary. Until the first half of 2020, according to the main outflow route of the discharge from the estuary dike, the Doyo sandbar area was eroded, whereas the Shinja Island area, which was less affected by the discharge, showed a tendency to accumulate sediment. However, analysis in the latter half of 2020 showed that a considerable amount of the Doyo sandbar area had been eroded, and it is necessary to confirm whether the bathymetry will return to its previous trend of erosion in the first half of the year and sedimentation in the second half.

Factors such as waves, tides, and typhoons can considerably affect topographical changes in the estuarine region. Recent typhoons have been characterized by short cycles and strong intensities, resulting in cumulative effects of typhoons before the area could be restored to its original state. The erosional topography was formed by the rapid increase in discharge caused by concentrated heavy rains and prolonged monsoons, and it is believed that numerous topographical changes have occurred since then owing to subsequent typhoons.

4. Conclusions

This study targets estuary areas that are changed by various human activities, including reclamation, and environmental destruction is intensifying. However, the estuary area is an important environmental and ecological area, such as migratory birds and mudflats. Therefore, in this study, we discussed monitoring changes according to the cause. We conducted nine shoreline and bathymetry surveys in the Nakdong River estuary and analyzed the factors that affect seafloor topography and sandbar morphology in this area by comprehensively analyzing the discharge, suspended sediment concentration, and precipitation in the Nakdong River estuary over 6-month periods, including the shoreline and bathymetry survey periods.

Erosion occurred repeatedly in the first half of the year and sedimentation in the second half, owing to various factors such as discharge from the Nakdong River estuary dike and intrusion of offshore waves. Upon examining the data from the second half of 2020, a significant erosion phenomenon was observed, which was different from the patterns observed in the other survey periods (which primarily showed sedimentation in the second half of the year). Additionally, the adjacent narrow channel expanded substantially. The shoreline survey results also showed a continuous deposition pattern, which was eroded in the latter half of 2020. This is because, during this period, there was over a month of heavy rain and several instances of concentrated heavy rain, causing the discharge volume in 2020 to increase by approximately three-fold. The increased discharge volume is speculated to have washed away the sediment more strongly owing to the increase in sedimentation, countering the sedimentation effect and resulting in erosion. In addition, the erosion effect was greater than the sedimentation effect because of the large typhoons that passed through the area. Therefore, the topographical changes in the Nakdong River estuary in 2020 are considered to be formed by a combination of the rapid increase in discharge from the Nakdong River dike and the complex action of typhoons.

The study area is a region of high social and environmental interest, and continuous field investigations are necessary to analyze the effects of environmental factors such as seabed topography and meteorological factors. A comprehensive analysis of the data obtained through numerical model experiments, hydraulic model experiments, and field investigations is needed for long-term research and data acquisition, along with research on the complex effects of changes in landforms and seabed topography on the ecological environment.