[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ Skip to main content

Advertisement

Springer Nature Link
Log in

Hydrologic and Water Quality Modeling of Lower Nestos River Basin

  • Published:
Water Resources Management Aims and scope Submit manuscript

Abstract

Modeling efforts on Nestos river are presented. First, the Soil and Water Assessment Tool (SWAT), within a GIS interface (version AVSWATX), was applied to the lower Nestos River basin in Northern Greece. The model was calibrated and verified with the use of field data collected at four monitoring sites along the river course for a period of 3 years (October 2006–October 2009). The performance of the model was evaluated with the use of numerous statistical parameters, which showed a good agreement between the predicted and the observed values. The validated model was then used to test the impact of various management scenarios on the river flow and nutrient loadings. Second, a fuzzy logic model approach was used for the short-term prediction of water depth and chlorophyll-a (Chl-a) in the river according to measured values. The study showed that both the SWAT model and the fuzzy logic technique, if properly calibrated, could be useful and reliable tools in water resources management.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
£29.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (United Kingdom)

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15

Similar content being viewed by others

References

  • Altunkaynak A, Ozger M, Cakmakci M (2005) Water consumption prediction of Istanbul city by using fuzzy logic approach. Wat Resour Manag 19:641–654

    Article  Google Scholar 

  • APHA, AWWA (American Public Health Association, American Water Works Association) (1998) Standard methods for the examination of water and wastewater, 20th Edition, Washington D.C.

  • Arnold JG, Williams JR, Nicks AD, Sammons NB (1990) SWRRB: a basin scale simulation model for soil and water resources management. Texas A&M University Press, College Station

    Google Scholar 

  • Arnold JG, Allen PM, Bernhardt G (1993) A comprehensive surface-groundwater flow model. J Hydrol 142(1–4):47–69

    Article  Google Scholar 

  • Arnold JG, Muttiah RS, Srinivasan R, Allen PM (2000) Regional estimation of base flow and groundwater recharge in the Upper Mississippi river basin. J Hydrol 227(1–4):21–40

    Article  Google Scholar 

  • Boskidis I, Gikas GD, Pisinaras V, Tsihrintzis VA (2010) Spatial and temporal changes of water quality, and SWAT modeling of Vosvozis river basin, North Greece. J Environ Sci Health-Part A 45(11):1421–1440

    Article  Google Scholar 

  • Boskidis I, Gikas GD, Sylaios G, Tsihrintzis VA (2011) Water quantity and quality assessment of lower Nestos river, Greece. J Environ Sci Health-Part A 46(10):1050–1067

    Google Scholar 

  • Coffey AE, Workman SR, Taraba JL, Fogle AW (2004) Statistical procedures for evaluating daily and monthly hydrologic model predictions. Trans ASAE 47(1):59–68

    Google Scholar 

  • Cotter AS, Chaubey I, Costello TA, Soerens TS, Nelson MA (2003) Water quality model output uncertainty as affected by spatial resolution of input data. J Am Water Resour Assoc 39(4):977–986

    Article  Google Scholar 

  • Dafis S, Papastergiadou E, Georgiou K, Babalonas D, Georgiadis T, Papageorgiou M, Lazaridou T, Tsiaoussi V (1997) Directive 92/43/EEC: the project “Habitat” in Greece: network natura 2000, life contract B4-3200/84/756, DG XI commission of the European communities. The Goulandris Mouseum of Natural History, Greek Biotope/Wetland Center

  • Di Luzio M, Mitchell G, Sammons N (2005a) AVSWAT-X short tutorial, Third conference on watershed management to meet water quality standards and emerging TMDL, USA

  • Di Luzio M, Arnold JG, Srinivasan R (2005b) Effect of GIS data quality on small watershed stream flow and sediment simulations. Hydrol Process 19(3):629–650

    Article  Google Scholar 

  • FitzHugh TW, Mackay DS (2000) Impacts of input parameter spatial aggregation on an agricultural nonpoint source pollution model. J Hydrol 236(1–2):35–53

    Article  Google Scholar 

  • Gassman PW, Reyes MR, Green CH, Arnold JG (2007) The soil and water assessment tool: historical development, applications, and future research directions. Trans ASABE 50(4):1211–1250

    Google Scholar 

  • Gikas GD, Yiannakopoulou T, Tsihrintzis VA (2006a) Water quality trends in a coastal lagoon impacted by non-point source pollution after implementation of protective measures. Hydrobiol 563:385–406

    Article  Google Scholar 

  • Gikas GD, Yiannakopoulou T, Tsihrintzis VA (2006b) Modeling of non-point source pollution in a Mediterranean drainage basin. Environ Model Assess 11(3):219–233

    Article  Google Scholar 

  • Gikas GD, Yiannakopoulou T, Tsihrintzis VA (2009) Hydrodynamic and nutrient modeling in a Mediterranean coastal lagoon. J Environ Sci Health-Part A 44(13):1400–1423

    Article  Google Scholar 

  • Govender M, Everson CS (2005) Modelling streamflow from two small South African experimental catchments using the SWAT model. Hydrol Process 19(3):683–692

    Article  Google Scholar 

  • Greek Ministry of Agricultural Development (2007) Study on the transportation and distribution of Nestos River water to Xanthi and Komotini plains, aiming at aquifer restoration. Athens (in Greek)

  • Intergovernmental Panel on Climate Change (IPCC) (2007) Climate change 2007: the physical science basis. Cambridge University Press, Cambridge

    Google Scholar 

  • Jang JSR (1993) ANFIS: adaptive network-based fuzzy inference system. IEEE Trans Syst, Man Cyberneti 23:665–685

    Article  Google Scholar 

  • Knisel WG (1980) CREAMS: a field–scale model for chemicals, runoff and erosion from agricultural management systems. Report No. 26. U.S. Department of Agriculture, Science and Education Administration, Conservation Research

  • Lee HK, Oh KD, Park DH, Jung JH, Yoon SJ (1997) Fuzzy expert system to determine stream water quality classification from ecological information. Water Sci Technol 36:199–206

    Google Scholar 

  • Leonard RA, Knisel WG, Still DA (1987) GLEAMS: groundwater loading effects on agricultural management systems. Trans ASAE 30(5):1403–1428

    Google Scholar 

  • Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models: part 1 a discussion of principles. J Hydrol 10(3):282–290

    Article  Google Scholar 

  • Neitsch SL, Arnold JG, Kiniry JR, Williams JR, King KW (2000) Soil and water assessment tool theoretical documentation. Texas Water Resources Institute, Texas

    Google Scholar 

  • Neitsch SL, Arnold JG, Kiniry JR, Williams JR (2005) Soil and water assessment tool theoretical documentation. Version 2005. Grassland, Soil and Water Research Laboratory, ARS, Texas

    Google Scholar 

  • Panagopoulos Y, Makropoulos C, Mimikou M (2011a) Diffuse surface water pollution: driving factors for different geoclimatic regions. Water Resour Manag 25(14):3635–3660

    Article  Google Scholar 

  • Panagopoulos Y, Makropoulos C, Baltas E, Mimikou M (2011b) SWAT parameterization for the identification of critical diffuse pollution source areas under data limitations. Ecol Model 222(19):3500–3512

    Article  Google Scholar 

  • Papaevangelou VA, Gikas GD, Tsihrintzis VA (2012) Evaluation of evapotranspiration in small on-site HSF constructed wetlands. J Environ Sci Health-Part A 47(5):766–785

    Google Scholar 

  • Petalas C, Pliakas F, Diamantis I, Kallioras A (2005) Development of an integrated conceptual model for the rational management of the transboundary Nestos River, Greece. Environ Geol 48(7):941–954

    Article  Google Scholar 

  • Pisinaras V, Petalas C, Gikas GD, Gemitzi A, Tsihrintzis VA (2010) Hydrological and water quality modeling in a medium–sized basin using the Soil and Water Assessment Tool (SWAT). Desalination 250:274–285

    Article  Google Scholar 

  • Psilovikos A, Margoni S, Psilovikos A (2006) Simulation and trend analysis of the water quality monitoring daily data in Nestos river delta. Contribution to the sustainable management and results for the years 2000–2002. Environ Monit Assess 116(1–3):543–562

    Article  Google Scholar 

  • Romanowicz AA, Vanclooster M, Rounsevell M, La Junesse I (2005) Sensitivity of the SWAT model to the soil and land use data parametrisation: a case study in the Thyle catchment, Belgium. Ecol Model 187(1):27–39

    Article  Google Scholar 

  • Sen Z, Altunkaynak A (2004) Fuzzy awakening in rainfall-runoff modeling. Nordic Hydrol 35:31–43

    Google Scholar 

  • Spiliotis M, Tsakiris G (2007) Minimum cost irrigation network design using interactive fuzzy integer programming. J Irrig Drain Eng 133(3):242–248

    Article  Google Scholar 

  • Sylaios G, Gitsakis N, Koutroumanidis T, Tsihrintzis VA (2008) CHLfuzzy: a spreadsheet tool for the fuzzy modeling of chlorophyll concentrations in coastal lagoons. Hydrobiol 610:99–112

    Article  Google Scholar 

  • Sylaios G, Bouchette F, Tsihrintzis VA, Denamiel C (2009) A fuzzy inference system for wind-wave modeling. Ocean Eng 36:1358–1365

    Article  Google Scholar 

  • Takagi T, Sugeno M (1985) Fuzzy identification of systems and its application to modeling and control. IEEE Trans Syst, Man Cyberneti 15:116–132

    Google Scholar 

  • Tsakiris G, Spiliotis M (2011) Planning against long term water scarcity: a fuzzy multicriteria approach. Water Resour Manag 25(4):1103–1129

    Article  Google Scholar 

  • Tsakiris G, Spiliotis M, Paritsis S, Alexakis D (2009) Assessing the water potential of karstic saline springs by applying a fuzzy approach: the case of Almyros (Heraklion, Crete). Desalination 237(1–3):54–64

    Article  Google Scholar 

  • Tsihrintzis VA, Hamid R (1997) Urban stormwater quantity/quality modeling using the SCS method and empirical equations. J Am Water Resour Assoc 33(1):163–176

    Article  Google Scholar 

  • Tsihrintzis VA, Hamid R (1998) Runoff quality prediction from small urban catchments using SWMM. Hydrol Process 12(2):311–329

    Article  Google Scholar 

  • Tsihrintzis VA, Fuentes HR, Gadipudi RK (1996) Modeling prevention alternatives for nonpoint source pollution at a wellfield in Florida. Water Resour Bull 32(2):317–331

    Article  Google Scholar 

  • USDA-SCS (ed) (1972) National engineering handbook. Hydrology Section 4, Washington DC

    Google Scholar 

  • van Griensven A, Bauwens W (2003) Concepts for river water quality processes for an integrated river basin modelling. Water Sci Technol 48(3):1–8

    Google Scholar 

  • van Griensven A, Bauwens W (2005) Application and evaluation of ESWAT on the Dender basin and Wister lake basin. Hydrol Process 19:827–838

    Article  Google Scholar 

  • Varanou E, Gkouvatsou E, Baltas E, Mimikou M (2002) Quantity and quality integrated catchment modeling under climate change with use of soil and water assessment tool model. J Hydrol Eng 7(3):228–244

    Article  Google Scholar 

  • Wang X, Melesse AM (2006) Evaluation of the SWAT model’s snowmelt hydrology in a northwestern Minnesota watershed. Trans ASABE 48:1359–1376

    Google Scholar 

  • Williams JR (1995) The EPIC model, in: Singh VP (ed) Computer models of watershed hydrology. Water Resour Publ pp.909–1000

  • Wolf AT (1999) The transboundary freshwater dispute database project. Water Int 24(2):160–163

    Article  Google Scholar 

Download references

Acknowledgements

The study was funded through an INTERREG IIIA-PHARE CBC Greece-Bulgaria program “A pilot monitoring system of the trans-boundary basin of Nestos river”, Measure 3.2: Protection, Demonstration and Management of the Environment.

Author information

Authors and Affiliations

  1. Laboratory of Ecological Engineering and Technology, Department of Environmental Engineering, School of Engineering, Democritus University of Thrace, 67100, Xanthi, Greece

    I. Boskidis, G. D. Gikas, G. K. Sylaios & V. A. Tsihrintzis

Authors
  1. I. Boskidis
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. G. D. Gikas
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. G. K. Sylaios
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. V. A. Tsihrintzis
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to V. A. Tsihrintzis.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Boskidis, I., Gikas, G.D., Sylaios, G.K. et al. Hydrologic and Water Quality Modeling of Lower Nestos River Basin. Water Resour Manage 26, 3023–3051 (2012). https://doi.org/10.1007/s11269-012-0064-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11269-012-0064-7

Keywords

Search

Navigation