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Integrated River-Estuary Modeling to Assess Spawning and Habitation Area for Caspian WhiteFish in Response to Upstream Pollution Sources (Case Study: Tajan River Estuary)

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Abstract

Despite the ecological importance of the estuaries draining into the Caspian Sea, there is insufficient information about their fish habitats. The Tajan River is an excellent habitat for native and migratory fish species, including Caspian whitefish. Even with the environmental and economic value of Caspian whitefish, the vital parameters of this species have not been quantified and modeled, primarily since the effect of upstream pollution load on their livable volume has not been investigated. In this study, we investigate the suitability of the estuary for spawning and the habitat of Caspian whitefish based on their vital need for dissolved oxygen and temperature. We determined the share of each pollution source around the Tajan River. Then using these data, we calculate the receiving pollution load into the estuary using the QUAL2K model. In the next step, we developed the CE-QUAL-W2 model and added the critical spawning and habitat parameters of Caspian whitefish to the model equations. Finally, the habitable volume for Caspian whitefish is identified, and we examined the conditions of the Tajan estuary under three different scenarios. The results showed that in the period from March 10 to April 10, a suitable volume of the estuary has the conditions for the migration of Caspian white fish. However, the bed layer has suitable conditions for the growth of white fish eggs from March 22, so the eggs released before this date are destroyed. In addition, reducing the BOD load of urban and rural sources has the highest impact on the water quality in the estuary. It can significantly improve the living and spawning conditions of Caspian whitefish.

Article Highlights

  • We identified all sources of pollutants along the Tajan River to estimate the load and share of each pollution source discharging into the estuary.

  • We developed the QUAL2K model to simulate the water quality of the Tajan River.

  • We developed the two-dimensional model of the estuary by adding the vital biological parameters of the Caspian whitefish to the model equation.

  • We calculated the habitable and spawning volume of Caspian whitefish in the estuary according to the contribution of upstream pollutant sources.

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References

  • Ahmad Kamal N, Muhammad N, Abdullah J (2020) Scenario-based pollution discharge simulations and mapping using integrated QUAL2K-GIS. Environ Pollut 259:113909. https://doi.org/10.1016/j.envpol.2020.113909

    Article  CAS  Google Scholar 

  • Allen GP, Salomon JC, Bassoullet P, Du Penhoat Y, de Grandpré C (1980) Effects of tides on mixing and suspended sediment transport in macrotidal estuaries. Sed Geol 26(1–3):69–90. https://doi.org/10.1016/0037-0738(80)90006-8

    Article  Google Scholar 

  • Babakhani Z, Sarai Tabrizi M, Babazadeh H (2019) Determination of river self-purification capacity using Qual2kw mode case study: divandare river. Iran J Ecohydrol 6(3):673–684. https://doi.org/10.22059/ije.2019.274432.1031

    Article  Google Scholar 

  • Barletta M, Lima ARA, Costa MF, Dantas DV (2017) Estuarine ecoclines and the associated fauna: ecological information as the basis for ecosystem conservation. In: Finkl C, Makowski C (eds) Coastal wetlands: alteration and remediation. Coastal Research Library, vol 21. Springer, Cham. https://doi.org/10.1007/978-3-319-56179-0_16

    Chapter  Google Scholar 

  • Barletta M, Lima ARA (2019) Systematic review of fish ecology and anthropogenic impacts in South American estuaries: setting priorities for ecosystem conservation. Front Mar Sci 6:237. https://doi.org/10.3389/fmars.2019.00237

    Article  Google Scholar 

  • Blaber SJ (2008) Tropical estuarine fishes: ecology, exploitation and conservation. Wiley

    Google Scholar 

  • Blaber SJ (2000) Tropical estuarine fishes: ecology, exploitation and conservation. Blackwell Science, Oxford

    Book  Google Scholar 

  • Booij NRRC, Ris RC, Holthuijsen LH (1999) A third-generation wave model for coastal regions: 1. Model description and validation. J Geophys Res Oceans 104(C4):7649–7666

    Article  Google Scholar 

  • Bowen JD, Harrigan NB (2018) Water quality model calibration via a full-factorial analysis of algal growth kinetic parameters. J Mar Sci Eng 6(4):137

    Article  Google Scholar 

  • Boyacioglu H, Alpaslan MN (2008) Total maximum daily load (TMDL) based sustainable basin growth and management strategy. Environ Monit Assess 146:411–421. https://doi.org/10.1007/s10661-007-0087-3

    Article  Google Scholar 

  • Bui HH, Ha NH, Nguyen TND, Nguyen AT, Pham TTH, Kandasamy J, Nguyen TV (2019) Integration of SWAT and QUAL2K for water quality modeling in a data scarce basin of Cau River basin in Vietnam. Ecohydrol Hydrobiol 19(2):210–223

    Article  Google Scholar 

  • Chapra SC (2003) Engineering water quality models and TMDLs. J Water Resour Plan Manag 129(4):247–256. https://doi.org/10.1061/(ASCE)0733-9496(2003)129:4(247)

    Article  Google Scholar 

  • Chen XY, Chau KW, Busari AO (2015) A comparative study of population-based optimization algorithms for downstream river flow forecasting by a hybrid neural network model. Eng Appl Artif Intell 46:258–268

    Article  Google Scholar 

  • Chi L, Song X, Yuan Y, Wang W, Zhou P, Fan X et al (2017) Distribution and key influential factors of dissolved oxygen off the Changjiang River Estuary (CRE) and its adjacent waters in China. Mar Pollut Bull 125(1–2):440–450

    Article  CAS  Google Scholar 

  • Cole TM, Wells SA (2006) CE-QUAL-W2: a two-dimensional, laterally averaged, hydrodynamic and water quality model, version 3.5 instruction report EL-06-1. US Army Engineering and Research Development Center, Vicksburg, MS

    Google Scholar 

  • Cole T (2021) Overview of data preparation in CE-QUAL-W2: a two-dimensional, laterally averaged, hydrodynamic and water quality model, version 4.5, user manual part 1, introduction, ed. by S. Wells, Department of Civil and Environmental Engineering, Portland State University, Portland, OR.

  • da Mata PP, da Costa KG, Perônico C et al (2019) Development of environmental effects monitoring protocol in Brazil: a fish guide study of three river estuaries. Environ Monit Assess 191(11):658. https://doi.org/10.1007/s10661-019-7860-y

    Article  Google Scholar 

  • Day JH (1980) What is an estuary. S Afr J Sci 76(5):198

    Google Scholar 

  • Elliott M, McLusky DS (2002) The need for definitions in understanding estuaries. Estuar Coast Shelf Sci 55(6):815–827

    Article  Google Scholar 

  • Elliott M, Mander L, Mazik K, Simenstad C, Valesini F, Whitfield A, Wolanski E (2016) Ecoengineering with ecohydrology: successes and failures in estuarine restoration. Estuar Coast Shelf Sci 176:12–35

    Article  CAS  Google Scholar 

  • ESRI 2011. ArcGIS Desktop: Release 10.

  • Faryadi S, Shahedi K, Nabatpoor M (2013) Investigation of water quality parameters in tadjan river using multivariate statistical techniques. J Watershed Manage Res 3(6): 75–92. https://www.sid.ir/en/journal/ViewPaper.aspx?id=333581

  • Garcia DAZ, Occhi TVT, Agostinho ÂA, Alves GHZ, Brito MFG, Casimiro ACR, Couto TBA, Cunico AM, Jarduli LR, Lima-Junior DP, Magalhães ALB, Novaes JLC, Orsi ML, Pelicice FM, Petrere-Junior M, Rodrigues FL, Sampaio FDF, dos Santos VLM, Soares BE, Tonella LH, Zuanon JAS, Vitule JRS (2022) More of the same: new policies continue fostering the use of non-native fish in Brazil. Environ Conserv 49(1):4–7

    Article  Google Scholar 

  • Geyer WR, MacCready P (2014) The estuarine circulation. Ann Rev Fluid Mech 46:175–197. https://doi.org/10.1146/annurev-fluid-010313-141302

    Article  Google Scholar 

  • Ghasemi M, Zamani H, Hosseini SM, Haghighi Karsidani S, Bergmann SM (2014) Caspian white fish (Rutilus frisii kutum) as a host for Spring Viraemia of Carp Virus. Vet Microbiol 170(3–4):408–413. https://doi.org/10.1016/j.vetmic.2014.02.032

    Article  CAS  Google Scholar 

  • Gonzalez LA, Quigg A, Steichen JL et al (2021) A new approach to functionally assess estuarine fish communities in response to hydrologic change. Estuaries Coasts 44:1118–1131. https://doi.org/10.1007/s12237-020-00824-y

    Article  CAS  Google Scholar 

  • Gupta VK, Ali I (2013) Environmental water: advances in treatment, remediation and recycling. Newnes

    Google Scholar 

  • Haddout S, Maslouhi A, Baimik I, Igouzal M, Marah H (2019) Two-dimensional modeling of the vertical circulation of salt intrusion in the Sebou estuary under different hydrological conditions. ISH J Hydraulic Eng 25(2):170–187. https://doi.org/10.1080/09715010.2017.1391134

    Article  Google Scholar 

  • Hadavi S, Hassanzadeh Hosseinabadi H (2018) Identification of pollution sources in Tajan catchment to monitor water quality (Case study: Sari city). International Conference on Society and Environment, Tehran. https://en.civilica.com/doc/815725/

  • Halliday SJ, Wade AJ, Skeffington RA, Neal C, Reynolds B, Rowland P, Neal M, Norris D (2012) An analysis of long-term trends, seasonality and short-term dynamics in water quality data from Plynlimon, Wales. Sci Total Environ 434:186–200

    Article  CAS  Google Scholar 

  • HEC-GeoRAS User’s manual: an extension for support of HEC-RAS using ArcGIS, 2005. US Army Corps of Engineering Hydrologic Engineering Center, Davis.

  • HEC-RAS, “Hydraulic Reference Manual,” US Army Corps of Engineers, 2008. Hydrologic Engineering Center, Davis Version 4.0.

  • Khodadadi A, Hayaty M, Tavakoli Mohammadi MR, Partani S (2013) Investigation of polluted zones by lead in north west of iran, 2nd international conference & exhibition of waste management, recycling & biomass, Tehran. https://doi.org/10.1051/e3sconf/20130141007

  • McLusky DS, Elliott M (2007) Transitional waters: a new approach, semantics or just muddying the waters? Estuar Coast Shelf Sci 71(3–4):359–363

    Article  Google Scholar 

  • Nikakhtar M, Rahmati SH (2020) Simulating of surface water quality using QUAL2Kw (Ardak River, Khorasan Razavi Province).

  • Orton TG, Mallawaarachchi T, Pringle MJ, Menzies NW, Dalal RC, Kopittke PM et al (2018) Quantifying the economic impact of soil constraints on Australian agriculture: a case-study of wheat. Land Degrad Dev 29(11):3866–3875

    Article  Google Scholar 

  • Pelletier GJ, Chapra SC (2005) QUAL2Kw theory and documentation (version 5.1), a modeling framework for simulating river and stream water quality. http://www.ecy.wa.gov/programs/eap/models/.

  • Potter IC, Tweedley JR, Elliott M, Whitfield AK (2015) The ways in which fish use estuaries: a refinement and expansion of the guild approach. Fish Fish 16(2):230–239. https://doi.org/10.1111/faf.12050

    Article  Google Scholar 

  • Ramos-Fuertes A, Palau A, Dolz J (2018) Application of a two-dimensional water quality model (CE-QUAL-W2) to the thermal impact assessment of a pumped-storage hydropower plant project in a mountainous reservoir (Matalavilla, Sil River, Spain). Advances in Hydroinformatics . Springer Water. Springer, Singapore. https://doi.org/10.1007/978-981-10-7218-5_20

  • Roushan Tabari M, Takmilian H, Sabkara J, Rouhi AAG, Rostamian MT (2003) Distribution of zooplanktons in the southern caspian sea. Iran Sci Fish J 12(3):83–96

    Google Scholar 

  • Santiago-Collazo FL, Bilskie MV, Hagen SC (2019) A comprehensive review of compound inundation models in low-gradient coastal watersheds. Environ Model Softw 119:166–181

    Article  Google Scholar 

  • Savenije HHG (2015) Prediction in ungauged estuaries: an integrated theory. Water Resour Res 51(4):2464–2476. https://doi.org/10.1002/2015WR016936

    Article  Google Scholar 

  • Shapoori M, Javanshir A, Jamili S, Fallahi M, Changizi R (2009) Phytoplankton primary production and distribution in a south caspian sea basin case study in Tajan River Estuary. Res J Environ Sci 3: 1–15. https://scialert.net/abstract/?doi=rjes.2009.1.15

  • Shchepetkin AF, McWilliams JC (2005) The regional oceanic modeling system (ROMS): a split-explicit, free-surface, topography-following-coordinate oceanic model. Ocean Model 9(4):347–404

    Article  Google Scholar 

  • Statistical Center of Iran (2017) Census of population and housing, 2017. (in Persian)

  • Taheri Soodjani T, Barati KH, Shayan Nejad M (2016) Introduction of basic equations of Qual2kw model and practical guide of the model. J Water Sustain Dev 2(2):35–42. https://doi.org/10.22067/jwsd.v2i2.47011

    Article  Google Scholar 

  • U.S. Geological Survey (2017) USGS 3D elevation program digital elevation model. https://elevation.nationalmap.gov. Accessed 7 Jun 2017

  • Von Stackelberg NO, Neilson BT (2014) Collaborative approach to calibration of a riverine water quality model. J Water Resour Plan Manag 140(3):393–405

    Article  Google Scholar 

  • Wei X, Kumar M, Schuttelaars HM (2017) Three-dimensional salt dynamics in well-mixed estuaries: influence of estuarine convergence, coriolis, and bathymetry. J Phys Oceanogr 47(7):1843–1871. https://doi.org/10.1175/JPO-D-16-0247.1

    Article  Google Scholar 

  • Wells SA (2021) CE-QUAL-W2: a two-dimensional, laterally averaged, hydrodynamic and water quality model, version 4.5, user manual part 1, introduction. Department of Civil and Environmental Engineering, Portland State University, Portland, OR

  • Whitfield AK (1990) Life-history styles of fishes in South African estuaries. Environ Biol Fishes 28(1):295–308

    Article  Google Scholar 

  • Whitfield AK (1999) Ichthyofaunal assemblages in estuaries: a South African case study. Rev Fish Biol Fisheries 9(2):151–186

    Article  Google Scholar 

  • Whitfield AK (2005) Preliminary documentation and assessment of fish diversity in sub-Saharan African estuaries. Afr J Mar Sci 27(1):307–324

    Article  Google Scholar 

  • Whitfield AK (2017) The role of seagrass meadows, mangrove forests, salt marshes and reed beds as nursery areas and food sources for fishes in estuaries. Rev Fish Biol Fisheries 27(1):75–110

    Article  Google Scholar 

  • Yáñez-Arancibia A, Anezcua F, Day Jr JW (1980) Fish community structure and function in Terminos Lagoon, a tropical estuary in the Gulf of Mexico. In: Kennedy V (ed) Estuarine perspectives. Academic Press, New York, pp 465–482. https://doi.org/10.1016/B978-0-12-404060-1.50044-7

    Chapter  Google Scholar 

  • Yáñez-Arancibia A, Lara-Domınguez AL, Pauly Y (1994) Coastal lagoons as fish habitats. In: Kjerfve K (ed) Coastal lagoon processes. Elsevier, Amsterdam, pp 363–376

    Chapter  Google Scholar 

  • Yanez-Arancibia A, Day JW, Twilley RR, Day RH (2014) Mangrove swamps: sentinel ecosystem in front of the climatic change, Gulf of Mexico. Madera y Bosques 20(5):39–75

    Google Scholar 

  • Ye H, Guo S, Li F et al (2013) Water quality evaluation in Tidal River reaches of Liaohe River Estuary, China using a revised QUAL2K model. Chin Geogr Sci 23:301–311. https://doi.org/10.1007/s11769-013-0586-9

    Article  Google Scholar 

  • YoosefDoost A, Karrabi M, Rezazadeh N et al (2020) Development of the delta-normal stress combining CE-QUAL-W2 as a novel method for spatio-temporal monitoring of water quality in Karkheh Dam Reservoir. Environ Monit Assess 192:312. https://doi.org/10.1007/s10661-020-08295-1

    Article  CAS  Google Scholar 

  • Zallaghi MARYAM, Afrous A (2019) Qualitative simulation of nitrate and phosphate along the Dez River using QUAL2KW model. J Soil Water Res 50(90):2099–2111

    Google Scholar 

  • Zscheischler J, Rogga S, Lange A (2018) The success of transdisciplinary research for sustainable land use: individual perceptions and assessments. Sustain Sci 13(4):1061–1074. https://doi.org/10.1007/s11625-018-0556-3

    Article  Google Scholar 

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Saeidi, P., Mehrdadi, N., Karbassi, A. et al. Integrated River-Estuary Modeling to Assess Spawning and Habitation Area for Caspian WhiteFish in Response to Upstream Pollution Sources (Case Study: Tajan River Estuary). Int J Environ Res 16, 93 (2022). https://doi.org/10.1007/s41742-022-00475-w

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