Research Article |
Corresponding author: Igor Ljubenkov ( iljubenkov@gmail.com ) Academic editor: Muhammad Wajid Ijaz
© 2024 Igor Ljubenkov, Draženka Kvesić, Joško Erceg.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Ljubenkov I, Kvesić D, Erceg J (2024) Delta flood risk analysis: case study from the Neretva River (Croatia). Estuarine Management and Technologies 1: 69-93. https://doi.org/10.3897/emt.1.137829
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Floods play an important role in deltas, particularly in their geomorphological and ecological processes. Current deltas are exposed to strong anthropogenic influences. In the Neretva River Delta (Croatia), which is located in the Mediterranean, numerous hydrotechnical facilities have been built for flood protection and flow regulation. The level of flood protection has significantly increased compared to natural conditions, because the main cause of flooding in this delta is fluvial flow, but there are still certain risks for material assets and the population. The hydrological regime of the Neretva River is strongly influenced by reservoirs and hydropower plants built upstream of the basin. This study presents a simulation of floods in the Neretva River Delta for various return periods (from 5 to 1000 years) to assess damages and risks. The extent of flooding is classified into three statistical levels: high, medium, and low probability. Floods in this area can cover approximately 110 km2 with a low probability of flooding and material damage of approximately 250 million Euros. The average number of potential human victims would be 0.67 per year, and the potential average annual damage would be 11.63 million Euros, in the Donja Neretva according to the conditions of 2015. Climate change would increase the mentioned risks of floods, the potential number of victims and damage by 31 and 41%, respectively. Based on a multi-criteria analysis, protective measures including the construction of embankments and self-regulating gate were proposed. Their implementation would reduce the average annual potential number of victims and the average material damage by 70% and 83%, respectively. The results of this study should be used to identify critical areas and make decisions to improve the flood protection system in the delta area, as well as to improve water management in the entire basin, which is located in the territory of two countries Croatia and Bosnia and Herzegovina.
Delta, Croatia, flood, Neretva, risk
Estuaries and deltas are considered particularly vulnerable to floods. These areas are exposed to water action in two directions. On the one hand, the sea acts on the region (maritime influence), on the other hand, there are meteorological and hydrological processes that occur in the entire basin and affect the natural processes of the estuary and/or delta on the upstream side. Among the mentioned influences, there are several factors (causes) of floods, natural and human, which often act simultaneously (
Estuaries and deltas are found worldwide in various climatic regions, maritime and continental influences are different and vary over in time (
The Neretva Delta is one of the most valuable wetlands on the eastern coast of the Adriatic Sea and one of the few remaining wetlands in the Mediterranean region of Europe. Although a large part of the former extensive wetlands of the Neretva Delta has been converted into agricultural land, the remaining wetland habitats are representative and important at the international level. Therefore, this delta has been declared a wetland of international importance (Ramsar site) according to the Ramsar Convention of 1992.
In professional literature, estuaries and deltas are often considered from the perspective of small waters. A significant problem affecting deltas and estuaries is the increased intrusion of salt water, which is particularly pronounced during dry conditions (
This study focused on fluvial flooding in delta areas. The delta of the Neretva River (Croatia), which flows into the Adriatic Sea in the Mediterranean region, was analyzed in detail. There are eight operational hydropower plants in the Neretva Basin that directly affect the hydrological regime of the river. However, occasional floods still occur in the downstream of the Neretva River.
To date, many studies and models have been developed to assess the extent of floods in deltas in the world (
The goal of this study was to determine the causes of floods and to quantify large water bodies and their distribution in space using the example of a delta from Croatia, which improves our understanding of these processes. In addition, this study provides a methodology for collecting and analyzing input data to make the best possible assessment of flood risks. Hydrodynamic models MIKE 11 and MIKE FLOOD (DHI) were used to simulate the floods. The EU Directive on the assessment and management of flood risks (2007/60/EC) obliges the EU member states to develop flood risk maps. However, in order to obtain reliable flood risk maps, it is important to select proper type of inundation model as well as properly apply the models. Therefore, this study contributes to this task and proposes practical measures to mitigate floods in the Neretva River delta. Floods are important for numerous aspects of social activity and are important considerations for spatial planning. Therefore, this methodology can be applied to similar systems worldwide.
The flood risk in the Neretva delta was determined in the form of the average annual potential number of victims and damage for three scenarios: a) existing conditions (year 2015), b) the impact of climate change, and c) new conditions with the implementation of recommended protection measures.
The main drawback of this study is that the results of the 2015 research were used (
The Neretva River rises southeast of the Zelengora Mountain (peak 2032 m above sea level) in Bosnia and Herzegovina (BiH), at a height of 1,095 m above sea level. The total length of this river is approximately 220 km, of which 22 km is in the Republic of Croatia (Fig.
In its upper and middle reaches (upstream from the Počitelj settlement; approximately 35 km from the mouth), the river flows through narrow valleys and canyons, representing a typical mountain river with occasional steep slopes (Fig.
The total surface area of the Neretva topographic catchment is approximately 10,975 km2 (Fig.
The Neretva Delta formed during the last ice age, when the sea level rose and flooded the karst areas along the river to Hutovo Blato. Gravel and sand brought by the river from the upstream part of the basin have been deposited in the valley, thereby increasing the ground level. The delta existed naturally until the end of the 19th century, when the first regulatory work began. This first focused on the maintenance of the waterway from the sea to Metković, for commercial transport. Then, during the 20th century, numerous embankments for flood protection, dams, and other hydrotechnical facilities were built and wetland reclamation began, significantly changing the natural features of the delta. In its current state, downstream from Metković, the river is directed into the main riverbed. In addition to the mainstream, traces of the former delta are visible, including numerous abandoned meanders and backwaters.
In the second half of the 20th century, a number of hydropower facilities with reservoirs were built in the upstream basin of the Neretva, greatly influencing the water regime: hydroelectric power plant (HEPP) Jablanica (1954), HEPP Rama (1969), RHEPP Čapljina (reversible, 1979), HEPP Grabovica (1981), HEPP Salakovac (1981), and HEPP Mostar (1985) (Fig.
The Neretva and Trebišnjica river basins (Fig.
No. | Name | Year | River | Station of the river (km) | Dam height (m) | Reservoir volume (106 m3) | Installed power (MW) |
---|---|---|---|---|---|---|---|
Neretva River | |||||||
1. | Jablanica | 1954 | Neretva | 112 | 85 | 318 | 197 |
2. | Rama | 1969 | Rama | - | 103 | 1.45 | 160 |
3. | Grabovica | 1981 | Neretva | 95 | 60 | 20 | 117 |
4. | Salakovac | 1981 | Neretva | 78 | 70 | 68 | 208 |
5. | Mostar | 1987 | Neretva | 66 | 28 | 11 | 72 |
6. | Peć Mlini | 2004 | Tihaljina | 44 | 111 | 0.8 | 30 |
7. | Mostarsko Blato | 2010 | Neretva | - | - | 1.6 | 60 |
Trebišnjica River | |||||||
1. | Trebinje 1 | 1968 | Trebišnjica | 71 | 123 | 1277 | 168 |
2. | Čapljina | 1979 | Trebišnjica | 0 | - | 7.2 | 420 |
3. | Trebinje 2 | 1981 | Trebišnjica | 61 | 33 | 16 | 8 |
The climatological characteristics of the Neretva Basin are characterized by a transition between a moderate continental and maritime regime, given that the largest part of the basin is located in the area of the Dinaric Mountain massif, which separates the maritime and continental zones. In most of the basin, the most significant precipitation occurs in winter, and the minimum occurs in summer. The average annual precipitation ranges from 1,000 mm on the coast to 1,900 mm in the mountainous parts of the basin. The maximum annual precipitation in the elevated parts of the basin is over 2,900 mm. There are two climatological stations in the Donja Neretva area Metković and Opuzen (Fig.
The long-term average air temperature in Donja Neretva ranges from 14 to 16 °C. The highest average monthly temperature occurred in July and the lowest in February. Average daily air temperatures in winter reach -6 °C. The highest mean daily temperatures exceeded 30 °C.
In the Donja Neretva Basin, there are no particularly strong winds, and the dominant winds are jugo (southeast wind) and bura (northeast wind), which are most common in the spring and November.
No. | Name | Latitude, Longitude | Elevation (m a.s.l.) | Start of operation (year) |
---|---|---|---|---|
1. | Metković | 43°2'47"N, 17°38'35"E | 4 | 1997 |
2. | Opuzen | 43°1'3"N, 17°33'31"E | 3 | 1886 |
In Donja Neretva, the most widespread strata are permeable carbonate deposits, mostly limestone. The basic characteristic is that most of the precipitation water immediately seeps underground, and occasional surface watercourses are formed only during heavy and long-lasting rains (
The Quaternary sediments deposited in the valley of the Donja Neretva are fluvial Pleistocene-Holocene sediments composed of porous sandy and clay gravels, which are most often covered with dusty clays whose base is formed by fluvioglacial deposits, because of the high level of underground water. Part of the surface is covered by muddy swampy, and occasionally flooded terrains.
The Croatian Donja Neretva area has twelve operational hydrological stations (Fig.
Floods in the Donja Neretva area may have several causes. Floods are primarily caused by the inflow of large waters through the Neretva River from the upstream part of the basin (BiH) and to a lesser extent, by the inflow of water from springs on the right edge of the valley and the rise in sea level due to tides. Floods on the left bank of the Neretva and Mala Neretva rivers are primarily influenced by sources in the Metković-Kuti area (the most significant source is the Bijeli Vir), which are part of the Trebišnjica River basin, the left tributary of the Neretva and the largest European sinkhole river. The smallest impact on the flooding on Neretva was the precipitation that fell directly on the Donja Neretva area. The impact of local precipitation was significant only for floods on the left banks of the Neretva and Mala Neretva rivers. The basin of the Neretva River belongs to the Dinaric Karst. Therefore, most of the precipitation quickly sinks, accumulating large amounts of water in the underground system, which reappears on the surface via numerous springs, particularly along the edges of the valley, and flows into the Neretva, Mala Neretva, and Norin watercourses. “Stretched” runoff hydrographs are formed under such complex runoff conditions and the interaction of surface and underground water in the Donja Neretva area.
The constructed system of HEPPs, primarily with large storage lakes, such as HEPP Jablanica (Table
Water structures constructed on the Trebišnjica River (Table
The hydrological station furthest upstream on the Neretva River in the Republic of Croatia is Metković, located approximately 21 km from the mouth of the river and 1 km from the state border. This station also represents the upstream boundary conditions of the hydrodynamic model. Fig.
No. | Name | River | Start of operation (year) | Station of the river (km) | Level „0“ HVRS1875 (m a.s.l.) |
---|---|---|---|---|---|
1. | Metković | Neretva | 1934 | 21 | -0.271 |
2. | Opuzen Ustava Nizv. | Mala Neretva | 1976 | 10 | 0.000 |
3. | Opuzen | Neretva | 1887 | 12 | -0.180 |
4. | Ustava Ušće Uzvodni | Mala Neretva | 1977 | 0 | x |
5. | Ustava Ušće Nizvodni | Mala Neretva | 1976 | 0 | -0.200 |
6. | Kula Norinska | Norin | 1986 | 0 | -0.155 |
7. | Kalebovac | Norin | 1986 | 3.5 | -0.085 |
8. | Prud | Norin | 1953 | 10 | 1.319 |
9. | Bijeli Vir | Bijeli Vir | 1960 | - | -0.210 |
10. | Bijeli Vir | Lateral canal | 1977 | - | -0.023 |
11. | C.P. Veraja | Lateral canal | 1994. | - | 0.000 |
12. | Kuti | Lake Kuti | 1953. | - | -0.043 |
The boundary conditions of the model are generally determined by the hydrographic network, the location of the hydrological stations and the available measurements. The state border was used as the upstream edge for simulating floods in the Neretva delta, while the downstream edge was the coast itself. Therefore, hydrological stations Metković and Prud provide upstream boundary conditions, and the Ustava ušće provides downstream boundary condition (Fig.
The assessment of flood risks in the Donja Neretva area is based on data for hydrological measurements of water levels and statistical processing of their series (
The probability of large flood occurrence was calculated using five theoretical distribution functions (Gumbel, log-normal, normal, Pearson, and log-Pearson). Based on the analysis of the selected theoretical distribution functions and testing their adaptation to the empirical distribution, the log-normal function for Metković (Table
Hourly water–level measurements were used to define the synthetic–level charts. From the available data, the highest recorded water waves were selected, which were then overlapped with the maximum values (Figs
No. | H (cm) | Date | No. | H (cm) | Date |
---|---|---|---|---|---|
Period: 1935–2022 | Period: 1961–2022 | ||||
1. | 445 | 13.12.1950. | 1. | 414 | 2.12.2010. |
2. | 440 | 2.1.1953. | 2. | 374 | 20.12.1968. |
3. | 430 | 14.12.1959. | 3. | 372 | 17.12.1999. |
4. | 422 | 19.12.1952. | 4. | 370 | 17.1.1970. |
5. | 415 | 17.12.1937. | 5. | 362 | 24.10.1974. |
Calculated high waters (Hmax) for different return periods (Metković, log-normal, 1961–2013).
Parameter | Unit of measure | Return period (year) | |||||||
---|---|---|---|---|---|---|---|---|---|
10 | 20 | 25 | 50 | 100 | 200 | 500 | 1000 | ||
Hmax | (cm) | 353 | 386 | 396 | 426 | 455 | 483 | 520 | 548 |
Hmax | (m a.s.l.) | 3.26 | 3.59 | 3.69 | 3.99 | 4.28 | 4.56 | 4.93 | 5.21 |
Calculated high waters (Hmax) for different return periods (Ustava Ušće Nizvodni, log-Pearson, 1977–2013).
Parameter | Unit of measure | Return period (year) | |||||||
---|---|---|---|---|---|---|---|---|---|
10 | 20 | 25 | 50 | 100 | 200 | 500 | 1000 | ||
Hmax | (cm) | 131 | 138 | 140 | 145 | 150 | 154 | 160 | 163 |
Hmax | (m a.s.l.) | 1.11 | 1.18 | 1.20 | 1.25 | 1.30 | 1.34 | 1.40 | 1.43 |
Calculated high water (Hmax) for different return periods (Prud, log-normal, 1978–2013).
Parameter | Unit of measure | Return period (year) | |||||||
---|---|---|---|---|---|---|---|---|---|
10 | 20 | 25 | 50 | 100 | 200 | 500 | 1000 | ||
Hmax | (cm) | 156 | 161 | 162 | 167 | 170 | 174 | 178 | 182 |
Hmax | (m a.s.l.) | 2.88 | 2.93 | 2.94 | 2.99 | 3.02 | 3.06 | 3.10 | 3.14 |
For the simulation of large waters, one-dimensional (1D) and 1D/two-dimensional (2D) hydrodynamic models of the Neretva River and its left and right banks from the border of the Republic of Croatia to the mouth of the Neretva River were created. MIKE by DHI program package was used, namely MIKE11 and MIKE FLOOD, which connect the 1D model created in MIKE11 and the 2D model created in MIKE21 (Fig.
Model calibration and verification was carried out separately for four areas: Vid – Norin, Koševo – Vrbovci – Kuti, Opuzen – Ušće and Vidrice (Fig.
Area | Calibration period | Verification period |
---|---|---|
Vid – Norin | Sep 15, 2010 – Feb 7, 2011 | Sep 1, 2009 – Jun 30, 2010 |
Koševo – Vrbovci – Kuti | Aug 10, 2010 – Feb 10, 2011 | Nov 1, 2011 – Jul 10, 2012. |
Opuzen – Ušće | ||
Vidrice |
Flows are not measured at the Metković station, as well as at the other hydrological stations in the territory of the Republic of Croatia, due to the influence of tides. Therefore, synthetic water level charts were defined at stations Metković (Fig.
To identify flood risks and mitigate these risks in the Donja Neretva area, simulations of theoretical water waves for return periods of 5, 10, 25, 50, 100, 200, 500, and 1000 years were performed using calibrated and verified model. Fig.
The part of the Donja Neretva most at risk of flooding is the Vid – Norin area (Fig.
The area of Vrbovci and the area along the right bank of the Neretva (the settlements of Komin – Rogotin – Ploče) have a medium risk of flooding (Fig.
The Opuzen-Ušće area has the lowest risk of flooding. This area is predominantly land reclamation and includes land reclamation cassettes Opuzen-Ušće, Vidrice, and Luka. Numerous flood defense embankments that follow the course of the Neretva and Mala Neretva Rivers have been built in this area.
Based on the runoff simulations, in addition to the scope of the flood itself, maps of the depth and speed of water in the flooded areas were defined for each return period. The depth maps represent the envelope of the maximum depths for the observed scenarios, and the depths were classified into intervals < 0.5, 0.5–1.0, 1.0–1.5, 1.5–2.0, 2.0–2.5, and > 2.5 m. The velocity maps represent the envelope of the maximum velocities for the observed scenarios, and the speeds were classified into intervals of < 0.5, 0.5–2.0, and > 2.0 m/s.
Deltas are exposed to the risk of flooding caused by the interaction of several potential triggers, such as high astronomical tides, storm surges, waves and large fluvial flows, which have also been established in Mediterranean deltas. Floods in the Neretva Delta are primarily caused by the surface inflow of fresh water from the upstream part of the basin. A smaller contribution to floods was provided by underground flow that appears in delta via numerous karst springs on the edge of the valley and then the action of the sea.
In comparison with other Mediterranean deltas, the key factors regulating the onset of flood events in the Evros River delta (Greece) are the prevailing weather conditions, along with rainfall levels (exceeding 10 mm/day) and the consequent rise of the sea level (above 0.2 m) attributed to southerly winds (
After determining the flooded area, the damage was calculated separately for each return period. Damage to a flooded area can be calculated depending on several flood parameters such as: surface, depth, duration, flow rate, time of appearance, pollution, and salinity (
Seven categories were adopted to calculate the damage: populated areas, economic areas, agricultural areas, permanent plantations, green areas, water management facilities, and potential human victims. Fig.
Territorially, the greatest damages in the Donja Neretva area would occur in the wider area of the town of Metković, on both banks. This is the area of Vid – Norin on the right bank of the Neretva, then the area along the river itself (the town of Metković) and part of the valley south of the town (the area of Vrbovci – Koševo).
According to the “Flood Risk Management Plan” for the Republic of Croatia, the total potential flood damage for the entire country amounts to 22,600 million Euros, of which 4,258 million Euros refers to the basins of the Adriatic Sea. Consequently, the damage estimated for the Donja Neretva is approximately 1% and 6% of the total damage for the entire Republic of Croatia and Adriatic area, respectively.
Flood risk (R) is defined as the product of the probability of a flood event (P) and the potential adverse consequences (C) for human health, the environment and economic activities owing to such a flood event, based on the following formulas:
R = P ∙ C (1)
C = ∑V ∙ S ∙ E (2)
where V is vulnerability, S is susceptibility and E is exposure.
Vulnerability represents the value of a certain type of material asset in the considered element, expressed in monetary term. Sensitivity is expressed as a damage factor and depends on the flood parameters; its value ranges from 0 to 1. Exposure represents the probability that an inhabitant or material asset is exposed to a flood event and, its value ranges from 0 to 1.
Fig.
The monetized direct average annual damages were calculated separately for several different categories (populated areas, areas with economic use, agricultural areas, areas under permanent plantations, and green areas) (Table
The total average annual damage (flood risk) in the Donja Neretva area for the condition defined in 2015 (before the construction of the Jerkovac embankment in Metković) amounts to 11.63 million Euros. If the impact of climate change is considered, the average number of potential human victims would be 0.88 per year, and the total potential average damage would be 16.5 million Euros. It is an increase of 31% and 41%, compared to the condition defined in 2015.
Climate change simulation was made for sea level rise (downstream boundary condition) and increase in inflow, i.e. water level in Metković (upstream boundary condition). Assumed sea level rise is given in the Table
Analyzing variant solutions that would reduce the risks of flooding in the area of Donja Neretva, and after multi-criteria analysis, the optimal solution was chosen, which consists of the following measures:
By implementing these measures, the average potential number of human victims could be reduced to 0.2 per year (reduction of 70%). With optimal measures, the average annual damage could be reduced to 2 million Euros, which is approximately six times less that of the current state (reduction of 83%). From the cost-benefit analysis, the optimal solution shows a positive result, and the benefit-cost ratio is 18.04.
Average annual damages for the current situation (year 2015) based on the considered categories.
Category | Average annual damage (Million €) |
Populated area | 11.47 |
Economic purpose | 0.07 |
Agricultural area | 0.07 |
Permanent plantations | 0.03 |
Green area | 0.00 |
Total | 11.63 |
The Neretva River is the largest river on the eastern coast of the Adriatic Sea with its inflow and basin. The river delta formed in the geological past over an area of approximately 190 km2. Natural geomorphological and hydrological processes occurred mostly undistributed until the end of the 19th century when the first regulatory work in the region began. The current hydrological regime is strongly influenced by reservoirs and hydroelectric power plants built in the middle and upper upstream areas of the Neretva River, in the territories of Bosnia and Herzegovina. The plan is to build new hydropower plants in the Neretva and Trebišnjica basins, further impacting the hydrological regime.
Flood situations in the Neretva Delta are primarily caused by the inflow of large amounts of water from the upstream part of the basin (BiH). A smaller contribution to large waters was provided by numerous springs on the edge of the valley and the action of the sea. Precipitation that falls directly into the Donja Neretva area has the least impact on floods.
To quantify of flood events, a hydrological analysis of the available measurements and flood simulations were conducted. Owing to the influence of the sea, hydrological measurements in the delta area are focused on water level measurements, where there is no unambiguous relationship between water level and flow. Synthetic water waves were determined for return periods of 5–1,000 years. The MIKE FLOOD hydrodynamic model determined the coverage of floods for the specified return period, as well as the relevant flood parameters that were used to calculate damage and flood risk.
For the Donja Neretva area (Republic of Croatia), the potential material damage of approximately 250 million Euros and the possible number of human victims were determined for the existing conditions and different return periods. The estimated possible damage in the Neretva River delta amounts to 1% of the total flood damage for the Republic of Croatia. Flood risk was classified into three probability categories: high (return period of 25 years), medium (100-year flood), and low (1,000-year flood), with an average annual damage of 11.63 million Euros.
The present flood defense system of Donja Neretva includes numerous hydrotechnical structures (protective dikes, levees, canal networks, pumping stations, etc.). The level of flood protection has significantly increased in the last 50 years. Floods are natural phenomena that cannot be completely prevented; however, with the constant development of flood defense systems and the construction of protective and regulatory water structures, as well as the implementation of flood defense measures and other appropriate measures, flood risks can be reduced to an acceptable level. With the implementation of the proposed measures the average annual potential number of victims and the average material damage would be reduced by 70% and 83%, respectively.
Part of the conducted research was related to modelling the impact of climate change, which included sea level rise and increased water inflow from the upstream part of the basin. The estimated average annual number of victims was 0.88, and the potential annual damage was 16.5 million Euros, for the end of the 21st century, which represents an increase of 31 and 41%, respectively.
The flood simulation presented in this study was as part of the 2015 project (
In a large and complex system such as the Neretva delta, there is always a certain geometric (topographic) inaccuracy. Also, there is an influence of temporary and permanent springs along the edge of the valley without defined associated hydrographs. It is certainly reflected in the results of the simulations. However, such influences are partially compensated by the calibration process. In future activities, appropriate hydrological analyzes could be carried out with the aim of determining the hydrographs of marginal sources.
The analysis of flood events, the calculation of potential damages and risks, and the proposal of optimal measures for additional risk reduction represent a quality basis for the further development of flood protection and should help experts in making decisions related to flood defense. The aforementioned methodology is universal and can be applied to similar estuary and delta systems worldwide with their own specificities. Similarly, the occurrence of floods is important for numerous natural and ecological processes that occur in delta areas (estuaries). Therefore, the application and results of hydrodynamic modelling can also be used for ecological studies, as they quantify numerous hydrological parameters (e.g., water depth, flow rate, flood duration, and salinity). This is particularly important in the context of recommendations to preserve natural wetlands in the Mediterranean region, which includes this delta.
The authors have declared that no competing interests exist.
No ethical statement was reported.
No funding was reported.
All authors have contributed equally.
Igor Ljubenkov https://orcid.org/0009-0005-7473-5880
All of the data that support the findings of this study are available in the main text.