Landsat mapping of annual inundation (1979–2006) of the Macquarie Marshes in semi-arid Australia

Measuring inundation over long timeframes is essential for understanding the responses of large floodplain wetlands on regulated rivers, such as the internationally Ramsar listed Macquarie Marshes (2000 km2) in central-eastern Australia. We used near-spring Landsat images (Multispectral Scanner (MSS) and Thematic Mapper (TM) imagery) over 28 years (1979–2006) and classified for inundation, integrating water and vegetation response using Iterative Self-Organizing Data Analysis (ISODATA) clustering. A spatially explicit inundation index showed that zones inundated with high frequency were mostly in the northern region. Change detection of inundation indices over three consecutive water management periods (period 1 (1979–1987), period 2 (1988–1996) and period 3 (1997–2006)) showed that zones inundated with high frequency across the Macquarie Marshes contracted, equating to the loss of three or more spring floods from each 9-year period, despite no corresponding change in annual catchment or local rainfall. Landsat represents the only effective available long-term information for analysing long-term changes in inundation patterns of floodplain wetlands.

[1]  R. Kingsford,et al.  Modelling flow to and inundation of the Macquarie Marshes in arid Australia , 2010 .

[2]  P. Hesse,et al.  Geomorphic environments, drainage breakdown, and channel and floodplain evolution on the lower Macquarie River, central-western New South Wales , 2009 .

[3]  Charlotte MacAlister,et al.  Mapping wetlands in the Lower Mekong Basin for wetland resource and conservation management using Landsat ETM images and field survey data. , 2009, Journal of environmental management.

[4]  Michael A. Wulder,et al.  Landsat continuity: Issues and opportunities for land cover monitoring , 2008 .

[5]  Barry Croke,et al.  Modelling floodplain inundation for environmental flows: Gwydir wetlands, Australia , 2008 .

[6]  A. Boulton,et al.  Detecting impacts and setting restoration targets in arid‐zone rivers: aquatic micro‐invertebrate responses to reduced floodplain inundation , 2007 .

[7]  Paul Frazier,et al.  The effect of river regulation on floodplain wetland inundation, Murrumbidgee River, Australia , 2006 .

[8]  D. Ryder,et al.  A Common Parched Future? Research and Management of Australian Arid-zone Floodplain Wetlands , 2005, Hydrobiologia.

[9]  I. Overton,et al.  Modelling floodplain inundation on a regulated river: integrating GIS, remote sensing and hydrological models , 2005 .

[10]  Carmen Castañeda del Álamo,et al.  Landsat monitoring of playa-lakes in the Spanish Monegros desert , 2005 .

[11]  R. Kingsford,et al.  Waterbird breeding and environmental flow management in the Macquarie Marshes, arid Australia , 2005 .

[12]  D. Lu,et al.  Change detection techniques , 2004 .

[13]  Frank Seidel,et al.  Flooding Patterns of the Okavango Wetland in Botswana between 1972 and 2000 , 2003, Ambio.

[14]  A. Arthington,et al.  Flow restoration and protection in Australian rivers , 2003 .

[15]  M. Brock,et al.  Drought and aquatic community resilience: the role of eggs and seeds in sediments of temporary wetlands , 2003 .

[16]  René R. Colditz,et al.  Flood delineation in a large and complex alluvial valley, lower Pánuco basin, Mexico , 2003 .

[17]  John Louis,et al.  Relating wetland inundation to river flow using Landsat TM data , 2003 .

[18]  Stacy L. Ozesmi,et al.  Satellite remote sensing of wetlands , 2002, Wetlands Ecology and Management.

[19]  A. Arthington,et al.  Basic Principles and Ecological Consequences of Altered Flow Regimes for Aquatic Biodiversity , 2002, Environmental management.

[20]  R. Calaon,et al.  Monitoring wetland ditch water levels using landsat TM and ground-based measurements , 2002 .

[21]  Roger Jones,et al.  The effects of large-scale afforestation and climate change on water allocation in the Macquarie River catchment, NSW, Australia. , 2002, Journal of environmental management.

[22]  R. Kingsford,et al.  Use of satellite image analysis to track wetland loss on the Murrumbidgee River floodplain in arid Australia, 1975-1998. , 2002, Water science and technology : a journal of the International Association on Water Pollution Research.

[23]  C. Lo,et al.  Using a time series of satellite imagery to detect land use and land cover changes in the Atlanta, Georgia metropolitan area , 2002 .

[24]  C. Woodcock,et al.  Classification and Change Detection Using Landsat TM Data: When and How to Correct Atmospheric Effects? , 2001 .

[25]  G. Hill,et al.  Vegetation mapping of a tropical freshwater swamp in the Northern Territory, Australia: A comparison of aerial photography, Landsat TM and SPOT satellite imagery , 2001 .

[26]  M. Shaikh,et al.  A remote sensing approach to determine environmental flows for wetlands of the Lower Darling River, New South Wales, Australia , 2001 .

[27]  Jane Roberts Changes inPhragmites australis in south-eastern Australia: A habitat assessment , 2000, Folia Geobotanica.

[28]  K. Walker,et al.  Hydrological persistence and the ecology of dryland rivers , 2000 .

[29]  J. Thompson,et al.  Irrigated Agriculture and Wildlife Conservation: Conflict on a Global Scale , 2000, Environmental management.

[30]  Richard T. Kingsford,et al.  Ecological impacts of dams, water diversions and river management on floodplain wetlands in Australia , 2000 .

[31]  C. Munyati,et al.  Wetland change detection on the Kafue Flats, Zambia, by classification of a multitemporal remote sensing image dataset , 2000 .

[32]  J. Cihlar Land cover mapping of large areas from satellites: Status and research priorities , 2000 .

[33]  Thomas A. McMahon,et al.  Stream Hydrology: An Introduction for Ecologists , 1997 .

[34]  L. Smith Satellite remote sensing of river inundation area, stage, and discharge: a review , 1997 .

[35]  R. Kingsford,et al.  The Macquarie Marshes in Arid Australia and their waterbirds: A 50-year history of decline , 1995 .

[36]  K. Gilman Stream hydrology: An introduction for ecologists , 1993 .

[37]  Russell G. Congalton,et al.  A review of assessing the accuracy of classifications of remotely sensed data , 1991 .

[38]  Anita Tailor,et al.  Introductory digital image processing: a remote sensing perspective: Jensen, J R Prentice-Hall, Englewood Cliffs, NJ, USA (1986) £51.30 pp 392 , 1986 .

[39]  T. M. Lillesand,et al.  Remote Sensing and Image Interpretation , 1980 .

[40]  A. Daniels,et al.  Conversion or conservation? Understanding wetland change in northwest Costa Rica. , 2008, Ecological applications : a publication of the Ecological Society of America.

[41]  T. Ralph Channel breakdown and floodplain wetland morphodynamics in the Macquarie Marshes, south-eastern Australia , 2008 .

[42]  S. Bunn,et al.  Aquatic productivity and food webs of desert river ecosystems , 2006 .

[43]  J. Rowan,et al.  The diversity of inundated areas in semiarid flood plain ecosystems. , 2006 .

[44]  Thompson,et al.  Impacts of dams, river management and diversions on desert rivers , 2006 .

[45]  P. Frazier,et al.  Water body detection and delineation with Landsat TM data. , 2000 .

[46]  William K. Michener,et al.  Detecting Wetland Change: A Rule-Based Approach Using NWI and SPOT-XS Data , 2000 .

[47]  Ross S. Lunetta,et al.  Application of multi-temporal Landsat 5 TM imagery for wetland identification , 1999 .

[48]  Keith F. Walker,et al.  Flow variability and the ecology of large rivers , 1998 .

[49]  R. Kingsford,et al.  Impact of water diversions on colonially-nesting waterbirds in the Macquarie Marshes of arid Australia , 1998 .

[50]  M. Barson,et al.  Remote sensing of Australian wetlands: An evaluation of Landsat TM data for inventory and classification , 1993 .

[51]  A. Chick,et al.  The biology of Australian weeds. 12. Phragmites australis (Cav.) Trin. ex Steud. , 1983 .

[52]  P. Hocking,et al.  The Biology of Australian Weeds. 12. , 1983 .