Classification of natural flow regimes in Australia to support environmental flow management

Freshwater Biology - Tập 55 Số 1 - Trang 171-193 - 2010
Mark J. Kennard1,2, Bradley J. Pusey1,2, Julian D. Olden3, Stephen Mackay1, Janet Stein4, Nick Marsh5
1Australian Rivers Institute, Griffith University, Nathan, Qld, Australia
2Tropical Rivers and Coastal Knowledge (TRaCK) Commonwealth Environmental Research Facility, Australian Government, Canberra, ACT, Australia
3School of Aquatic & Fishery Sciences, University of Washington, Seattle, WA, U.S.A.
4The Fenner School of Environment and Society, Australian National University, Canberra, ACT, Australia
5eWater Cooperative Research Centre and CSIRO Land and Water, Indooroopilly, Qld, Australia

Tóm tắt

Summary1. The importance of hydrologic variability for shaping the biophysical attributes and functioning of riverine ecosystems is well recognised by ecologists and water resource managers. In addition to the ecological dependences of flow for aquatic organisms, human societies modify natural flow regimes to provide dependable ecological services, including water supply, hydropower generation, flood control, recreation and navigation. Management of scarce water resources needs to be based on sound science that supports the development of environmental flow standards at the regional scale.2. Hydrological classification has long played an essential role in the ecological sciences for understanding geographic patterns of riverine flow variability and exploring its influence on biological communities, and more recently, has been identified as a critical process in environmental flow assessments.3. We present the first continental‐scale classification of hydrologic regimes for Australia based on 120 metrics describing ecologically relevant characteristics of the natural hydrologic regime derived from discharge data for 830 stream gauges. Metrics were calculated from continuous time series (15–30 years of record constrained within a 36‐year period) of mean daily discharge data, and classification was undertaken using a fuzzy partitional method – Bayesian mixture modelling.4. The analysis resulted in the most likely classification having 12 classes of distinctive flow‐regime types differing in the seasonal pattern of discharge, degree of flow permanence (i.e. perennial versus varying degrees of intermittency), variations in flood magnitude and frequency and other aspects of flow predictability and variability. Geographic, climatic and some catchment topographic factors were generally strong discriminators of flow‐regime classes. The geographical distribution of flow‐regime classes showed varying degrees of spatial cohesion, with stream gauges from certain flow‐regime classes often being non‐contiguously distributed across the continent. These results support the view that spatial variation in hydrology is determined by interactions among climate, geology, topography and vegetation at multiple spatial and temporal scales. Decision trees were also developed to provide the ability to determine the natural flow‐regime class membership of new stream gauges based on their key environmental and/or hydrological characteristics.5. The need to recognise hydrologic variation at multiple spatial scales is an important first step to setting regional‐scale environmental flow management strategies. We expect that the classification produced here can underpin the development of a greater understanding of flow‐ecology relationships in Australia, and management efforts aimed at prescribing environmental flows for riverine restoration and conservation.

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Tài liệu tham khảo

ANCOLD Inc., 2002, Register of Large Dams in Australia (ICOLD Dam Register.xls)

10.1002/rra.745

10.1890/1051-0761(2006)016[1311:TCOPEF]2.0.CO;2

AWRC, 1976, Review of Australia’s Water Resources 1975

Breiman L., 1984, Classification and Regression Trees

Bridgewater P.B., 1987, Fauna of Australia Volume 1A General Articles, 69

10.1007/s00267-002-2737-0

Cheeseman P., 1996, Advances in Knowledge Discovery and Data Mining, 153

Clarke K.R., 2001, Primer v5: User Manual/Tutorial

10.1890/0012-9658(2000)081[3178:CARTAP]2.0.CO;2

10.1017/S1464793105006950

10.1080/14634980301478

10.1017/S0376892997000088

Finlayson B.L., 1988, Fluvial Geomorphology of Australia, 17

10.1007/s10750-005-1507-4

10.21236/ADA456562

GeoSciences Australia, 2006, GEODATA TOPO 250K Series 3. Shape Files Format

10.1016/0143-6228(88)90035-5

Hanson R., 1991, Bayesian Classification Theory

10.1002/1099-1085(200011/12)14:16/17<2831::AID-HYP122>3.0.CO;2-O

10.1111/j.1523-1739.2005.00504.x

10.1007/BF01908075

10.1071/MF9890303

10.1111/j.1466-822X.2005.00154.x

10.1080/00288330.1990.9516427

10.1139/f07-108

Kennard M.J., 2008, Ecohydrological Regionalisation of Australia: A Tool for Management and Science

10.1002/rra

Kingsford R.T., 2005, Protecting Australia’s Rivers, Wetlands and Estuaries of High Conservation Value: A Blueprint

10.1111/j.1365-2427.2008.02024.x

10.1002/rra.1125

10.1016/j.tree.2003.10.002

Marsh N.A., 2003, River Analysis Package

10.1111/j.1752-1688.2007.00099.x

10.1016/j.jhydrol.2007.09.002

10.1016/j.jhydrol.2008.12.015

10.1002/rra.933

10.1016/j.crte.2008.01.002

10.1016/0022-1694(90)90233-N

10.1111/j.1472-4642.2007.00308.x

NevillJ.(2007)Counting Australia’s protected rivers. Available at:http://www.ids.org.au/~cnevill/freshwater.htm(accessed on 20 March 2007).

10.1002/rra.700

10.1126/science.1095780

10.5194/hess-11-1633-2007

10.1046/j.1365-2427.1996.00073.x

10.2307/1941217

10.1139/f89-228

10.2307/1313099

10.1890/1540-9295(2003)001[0298:RFAWWE]2.0.CO;2

10.1002/rra.902

10.1073/pnas.0609812104

10.1111/j.1365-2427.2009.02204.x

10.1071/MF94161

10.1034/j.1600-0633.2000.90105.x

Pusey B.J., 2004, Proceedings of the 5th International Symposium on Ecohydraulics

10.2307/1467300

10.1046/j.1523-1739.1996.10041163.x

10.1002/rra.892

10.1016/j.jhydrol.2005.10.018

10.1002/rra.826

10.1111/j.1523-1739.2006.00632.x

Statistical Sciences, 1999, S‐PLUS, Version 2000 for Windows

10.1016/S0169-2046(02)00048-8

Stein J.L., 2008, Ecohydrological Regionalisation of Australia: A Tool for Management and Science

10.1037/1082-989X.9.3.386

10.1002/rra.732

10.1007/s00442-008-1021-2

10.1002/rra.737

10.1111/j.0906-7590.2007.05002.x

10.1111/j.1752-1688.2001.tb00973.x

10.1007/s00267-003-5077-9