Skip to main content

Advertisement

Log in

Regionalizing Flood Magnitudes using Landscape Structural Patterns of Catchments

  • Published:
Water Resources Management Aims and scope Submit manuscript

Abstract

Emerging as an important issue in the disciplines of landscape ecology and landscape hydrology which inspired it, defining the concept of landscape metrics in a hydrological context has become a challenge to both landscape planners and engineers. Accordingly, the present study addresses the relationships existing between flooding phenomena and landscape metrics (shape index, fractal dimension index, perimeter-area ratio, related circumscribing circle, and contiguity index) of land use/land cover, hydrological soil groups and geological permeability classes. A regionalization approach was adopted employing 39 select catchments (33—4800 km2 in area, 0.47—21 m3 s−1 in mean discharge), located within the southern basin of the Caspian Sea. These catchments were predominantly covered by forest (57.4%), while rangeland, farmland and urban areas accounted for 25.9%, 11.7%, and 1.6%, respectively. Class-level landscape structural metrics of land use/land cover, hydrological soil groups and geological permeability classes have then been served as inputs to stepwise multiple linear regression analysis in an attempt to explain the flood magnitudes. The regression models (0.69 ≤ r2 ≤ 0.84) suggested that the catchments’ flood magnitude could explicitly be predicted using average measure of the shape and related circumscribing circle indices for the land use/land cover classes and those of hydrologic soil groups and geological permeability classes of the catchments. This indicated that regularity (vs. irregularity) of the landscape, pedoscape, and lithoscape, as represented by the shape index as well as the circumscribing circle index (for elongation and convolution), explained 69–84% of the variation in the flood magnitudes in the catchment.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Ahearn DS, Sheibley RW, Dahlgren RA, Anderson M, Johnson J, Tate KW (2005) Land use and land cover influence on water quality in the last free-flowing river draining the western Sierra Nevada, California. J Hydrol 313(3-4):234–247

  • Alila Y, Kuraś PK, Schnorbus M, Hudson R (2009) Forests and floods: A new paradigm sheds light on age-old controversies. Water Resour Res 45(8):W08416

    Article  Google Scholar 

  • Amatya DM, Douglas-Mankin KR, Williams TM, Skaggs RW, Nettles JE (2011) Advances in forest hydrology: Challenges and opportunities. Trans ASABE 54(6):2049–2056

    Article  Google Scholar 

  • Amiri BJ, Fohrer N, Cullmann J, Hörmann G, Müller F, Adamowski J (2016) Regionalization of Tank Model Using Landscape Metrics of Catchments. Water Resour Manag 30(14):5065–5085

    Article  Google Scholar 

  • Amiri BJ, Nakane K (2008) Entire catchment and buffer zone approach to modeling linkage between river water quality and land cover—a case study of Yamaguchi Prefecture, Japan. Chin Geogr Sci 18(1):85–92

    Article  Google Scholar 

  • Amiri BJ, Nakane K (2009) Modeling the linkage between river water quality and landscape metrics in the Chugoku district of Japan. J Water Resour Manag 23:931–956

    Article  Google Scholar 

  • Baker WL, Cai Y (1992) The programs for multiscale analysis of landscape structure using the GRASS geographical information system. Landsc Ecol 7:291–302

    Article  Google Scholar 

  • Bathurst JC, Iroumé A, Cisneros F, Fallas J, Iturraspe R, Novillo MG, Urciuolo A et al (2011) Forest impact on floods due to extreme rainfall and snowmelt in four Latin American environments 1: Field data analysis. J Hydrol 400(3):281–291

    Article  Google Scholar 

  • Burn DH, Goel NK (2001) Flood Frequency Analysis for the Red River at Winnipeg, Canadian J. Engineering 28:355–362

    Google Scholar 

  • Chatterjee S, Hadi AS, Price B (2000) The Use of Regression Analysis by Example. John Wiley and Sons, New York

    Google Scholar 

  • Dohner E, Markowitz A, Barbour M, Simpson J, Byrne J, Dates G (1997) Volunteer stream monitoring: a methods manual environmental protection agency: office of water (EPA 841-B-97-003). Environmental Protection Agency: Office of Water and Washington, DC

  • Farina A (2000) Principles and Methods in Landscape Ecology, Kluwer Academic Publisher, The Netherlands, pp 154–155

  • Fatehi I, Amiri BJ, Alizadeh A, Adamowski J (2015) Modeling the Relationship between Catchment Attributes and In-stream Water Quality. Water Resour Manag 29(14):5055–5072

    Article  Google Scholar 

  • Forman RTT, Godron M (1986) Landscape Ecology. Wiley, New York

    Google Scholar 

  • Gholami V, Asghari A, Taghvaye Salimi E (2016) Flood hazard zoning using geographic information system (GIS) and HEC-RAS model (Case study: Rasht City). Caspian Journal of Environmental Sciences 14(3):263–272

    Google Scholar 

  • Griffith J (2002) Geographic techniques and recent applications of remote sensing to landscape-water quality studies. Water Air Soil Pollut 138:181–197

    Article  Google Scholar 

  • Gustafson EJ (1998) Quantifying landscape spatial pattern: what is the state of the art?. Ecosystems 1(2):143–156

  • He HS, DeZonia BE, Mladenoff DJ (2000) An aggregation index (AI) to quantify spatial patterns of landscapes. Landsc Ecol 15:591–601

    Article  Google Scholar 

  • ISC (2012) Iran statistical yearbook. Iran Statistical Center, Tehran

    Google Scholar 

  • Jaeger JAG (2000) Landscape division, splitting index, and effective mesh size: new measures of landscape fragmentation. Landsc Ecol 15:115–130

    Article  Google Scholar 

  • Jones JA, Grant GE (1996) Peak flow responses to clear-cutting and roads in small and large basins, western Cascades, Oregon. Water Resour Res 32(4):959–974

    Article  Google Scholar 

  • Kearns FR, Maggi KN, Carter JL, Resh VH (2005) A method for the use of landscape metrics in freshwater research and management. Landsc Ecol 20:113–125

    Article  Google Scholar 

  • Kim JK (2005) Exploring the effects of local development regulations on ecological landscape structure. Ph.D. thesis, Texas A&M University, p 184, Seen 27 February 2013 at http://repository.tamu.edu//handle/1969.1/2403

  • Li H, Reynolds JF (1995) On definition and quantification of heterogeneity. Oikos 73:280–284

    Article  Google Scholar 

  • Mahdavi M, Osati K, Sadeghi SAN, Karimi B, Mobaraki J (2010) Determining suitable probability distribution models for annual precipitation data (a case study of Mazandaran and Golestan provinces). Journal of Sustainable Development 3(1):159

    Article  Google Scholar 

  • McGarigal K, Cushman SA, Neel MC, Ene E (2002) FRAGSTATS: spatial pattern analysis program for categorical maps. Computer software program produced by the authors at the University of Massachusetts, Amherst, available at the following web site: http://www.umass.edu/landeco/research/fragstats/fragstats.html

  • McGarigal K, Marks BJ (1995) FRAGSTATS: Spatial Analysis Program for Quantifying Landscape Structure. USDA Forest Service General Technical Report PNW-GTR-351, Gustafson, 1998

  • Merz R, Blöschl G (2005) Flood frequency regionalisation—spatial proximity vs. catchment attributes. J Hydrol 302(1):283–306

    Article  Google Scholar 

  • Moreno D, Pedrocchi C, Comin FA, Cabezas A (2007) Creating wetlands for the improvement of water quality and landscape restoration in semi-arid zones degraded by intensive agricultural use. Ecol Eng 30(2):103–111

    Article  Google Scholar 

  • Neter J, Kutner HM, Nachtsheim CJ, Wasserman W (1996) Applied Linear Statistical Models. Irwin, Chicago

    Google Scholar 

  • Nied M, Hundecha Y, Merz B (2013) Flood-initiating catchment conditions: a spatio-temporal analysis of large-scale soil moisture patterns in the Elbe River basin. Hydrol Earth Syst Sci 17(4):1401–1414

    Article  Google Scholar 

  • O’Connell PE, Ewen J, O’Donnell G, Quinn P (2007) Is there a link between agricultural land-use management and flooding? Hydrol Earth Syst Sci 11(1):96–107

    Article  Google Scholar 

  • O’Neill RV, Krummel JR, Gardner RH, Sugihara G, Jackson B, DeAngelis DL, Milne BT, Turner MG, Zygmunt B, Christensen SW, Dale VH, Graham RL (1988) Indices of landscape pattern. Landsc Ecol 1:153–162

    Article  Google Scholar 

  • Pfaundler M (2001) Adapting, analysing and evaluating a flexible index flood regionalisation approach for heterogeneous geographical environments. Diss., Technische Wissenschaften ETH Zürich, Nr. 14253, https://doi.org/10.3929/ethz-a-004176052

  • Rutledge DT (2003) Landscape indices as measures of the effects of fragmentation: can pattern reflect process? Department of Conservation, Wellington

    Google Scholar 

  • Sangani MH, Amiri BJ, Shabani AA, Sakieh Y, Ashrafi S (2015) Modeling relationships between catchment attributes and river water quality in southern catchments of the Caspian Sea. Environ Sci Pollut Res 22(7):4985–5002

    Article  Google Scholar 

  • Sikka AK, Samra JS, Sharda VN, Samraj P, Lakshmanan V (2003) Low flow and high flow responses to converting natural grassland into bluegum (Eucalyptus globulus) in Nilgiris catchments of South India. J Hydrol 270(1):12–26

    Article  Google Scholar 

  • Sliva L, Williams DD (2001) Buffer zone versus the whole catchment approaches to studying land use impact on river water quality. Water Res 35(14):3462–3472

    Article  Google Scholar 

  • Turner MG (1990) Spatial and temporal analysis of landscape patterns. Landsc Ecol 4:21–30

    Article  Google Scholar 

  • Turner MG, Gardner RH (1991) Quantitative Methods in Landscape Ecology. Springer-Verlag, New York

    Book  Google Scholar 

  • Turner MG, Gardner RH, O'neill RV (2001) Landscape ecology in theory and practice, vol 401. Springer, New York

    Google Scholar 

  • Turner RE, Rabalais NN (2003) Linking Landscape and Water Quality in the Mississippi River Basin for 200 Years. Bioscience 53(6):563–572

    Article  Google Scholar 

  • Uhlenbrook S, Steinbrich A, Tetzlaff D, Leibundgut C (2002) Regional analysis of the generation of extreme floods. International Association of Hydrological Sciences, Cape Town, Publication 274:243–249

  • USDA (1986) Urban hydrology for small catchments, Technical Release 55 (TR-55) (Second ed.). Natural Resources Conservation Service, Conservation Engineering Division, Washington, DC

  • USGS (1982) Guidelines for determining flood flow frequency. Office of Water Data Coordination, Bulletin B, 17B, Virginia

    Google Scholar 

  • Uuemaa E, Roosaare J, Mander U (2005) Scale dependence of landscape metrics and their indicatory value for nutrient and organic matter losses from catchments. Ecol Indic 5:350–369

    Article  Google Scholar 

  • Uuemmaa E, Roosaare J, Mander U (2007) Landscape metrics as indicators of river water quality at the catchment scale. Nord Hydrol 38(2):125–138

    Article  Google Scholar 

  • Wickham JD, Wade TG, Riitters KH, O’Neill RV, Smith JH, Smith ER, Jones KB, Uhlenbrook S, Steinbrich A, Tetzlaff D, Leibundgut C (2002) Regional analysis of the generation of extreme floods. International Association of Hydrological Sciences, Publication 274:243–249

    Google Scholar 

  • Yazdani MR, Sheikh Z (2017) Applying geostatistical methods for analyzing regional flood frequency in North of Iran (Case Study: Mazandaran Catchments). J Agric Sci Technol 19:861–875

    Google Scholar 

Download references

Acknowledgements

The first author (B.J.A.) acknowledges that the present study has financially been supported through visiting professor fellowship which has been awarded by Chinese Academy of Sciences (CAS) in Nanjing Institute of Geography and Limnology.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Bahman Jabbarian Amiri.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Amiri, B.J., Junfeng, G., Fohrer, N. et al. Regionalizing Flood Magnitudes using Landscape Structural Patterns of Catchments. Water Resour Manage 32, 2385–2403 (2018). https://doi.org/10.1007/s11269-018-1935-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11269-018-1935-3

Keywords

Navigation