Estimate of flood inundation and retention on wetlands using remote sensing and GIS

被引:40
作者
Chen, Yun [1 ]
Wang, Bing [1 ,2 ]
Pollino, Carmel A. [1 ]
Cuddy, Susan M. [1 ]
Merrin, Linda E. [1 ]
Huang, Chang [1 ,3 ]
机构
[1] CSIRO Land & Water, Canberra, ACT 2601, Australia
[2] Inner Mongolia Agr Univ, Hohhot 010018, Inner Mongolia, Peoples R China
[3] E China Normal Univ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
关键词
floodplain; flow; average recurrence interval; MODIS; mNDWI; CN; MACQUARIE MARSHES; LANDSAT TM; MODEL; SCALE; AUSTRALIA; DYNAMICS; IMAGERY; EXTENT; EVENT; AVHRR;
D O I
10.1002/eco.1467
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Flood inundation and retention are key hydrological characteristics of floodplain wetlands. This study developed a methodology for regional estimates of potential floodwater retention under floodplain inundation from ecologically significant flood return periods by coupling remote sensing and geographic information system technologies with spatial hydrological modelling. The Macquarie Marshes in Australia were selected as the case study area. Time series of Moderate Resolution Imaging Spectroradiometer 8-day composite imagery were related to peak flows (Mlday(-1)) of the 1-in-10 return period. Inundation extent in corresponding images was detected using the modified normalised difference water index (mNDWI). The potential maximum soil water retention was derived using a spatial hydrological modelling approach, which is driven by the Soil Conservation Service Curve Number (SCS CN) method. Soil and land cover data were collected and intersected to determine spatial distribution of CN using ArcGIS. The CN-based retention capacity map was then integrated with an inundation extent map to delineate the spatial pattern of retention under inundation. The results have ecological implications in relation to the response of broad eco-types in wetlands. This study has proved that the integration of remote sensing, geographic information system and spatial hydrologic modelling can be used to provide essential information as inputs to the management of environmental flows in terms of sustaining ecosystem function, biodiversity and habitat suitability. Copyright (c) 2013 John Wiley & Sons, Ltd.
引用
收藏
页码:1412 / 1420
页数:9
相关论文
共 42 条
  • [1] MONITORING FLOODS WITH AVHRR
    BARTON, IJ
    BATHOLS, JM
    [J]. REMOTE SENSING OF ENVIRONMENT, 1989, 30 (01) : 89 - 94
  • [2] Remote sensing and flood inundation modelling
    Bates, PD
    [J]. HYDROLOGICAL PROCESSES, 2004, 18 (13) : 2593 - 2597
  • [3] A simple raster-based model for flood inundation simulation
    Bates, PD
    De Roo, APJ
    [J]. JOURNAL OF HYDROLOGY, 2000, 236 (1-2) : 54 - 77
  • [4] An Evaluation of MODIS Daily and 8-day Composite Products for Floodplain and Wetland Inundation Mapping
    Chen, Yun
    Huang, Chang
    Ticehurst, Catherine
    Merrin, Linda
    Thew, Peter
    [J]. WETLANDS, 2013, 33 (05) : 823 - 835
  • [5] CHENS Y, 2011, MODSIM2011 19 INT C, P4092
  • [6] DWR (Department of Water Resources), 1991, WAT RES CASTL MACQ B
  • [7] Flemings MJ, 2009, HEC GEOHMS GEOSPATIA
  • [8] Relating wetland inundation to river flow using Landsat TM data
    Frazier, P
    Page, K
    Louis, J
    Briggs, S
    Robertson, AI
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2003, 24 (19) : 3755 - 3770
  • [9] Comparing the performance of a 2-D finite element and a 2-D finite volume model of floodplain inundation using airborne SAR imagery
    Horritt, M. S.
    Di Baldassarre, G.
    Bates, P. D.
    Brath, A.
    [J]. HYDROLOGICAL PROCESSES, 2007, 21 (20) : 2745 - 2759
  • [10] A methodology for the validation of uncertain flood inundation models
    Horritt, M. S.
    [J]. JOURNAL OF HYDROLOGY, 2006, 326 (1-4) : 153 - 165