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 50 条
  • [1] Flood inundation modeling using MIKE FLOOD and remote sensing data
    S. Patro
    C. Chatterjee
    S. Mohanty
    R. Singh
    N. S. Raghuwanshi
    Journal of the Indian Society of Remote Sensing, 2009, 37 : 107 - 118
  • [2] Flood Inundation Modeling using MIKE FLOOD and Remote Sensing Data
    Patro, S.
    Chatterjee, C.
    Mohanty, S.
    Singh, R.
    Raghuwanshi, N. S.
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2009, 37 (01) : 107 - 118
  • [3] Microwave remote sensing of flood inundation
    Schumann, Guy J. -P.
    Moller, Delwyn K.
    PHYSICS AND CHEMISTRY OF THE EARTH, 2015, 83-84 : 84 - 95
  • [4] Remote sensing and flood inundation modelling
    Bates, PD
    HYDROLOGICAL PROCESSES, 2004, 18 (13) : 2593 - 2597
  • [5] Mapping and characterization of inland wetlands using remote sensing and GIS
    Manju G.
    Chowdary V.M.
    Srivastava Y.K.
    Selvamani S.
    Jeyaram A.
    Adiga S.
    Journal of the Indian Society of Remote Sensing, 2005, 33 (1) : 51 - 61
  • [6] MAPPING AND CHARACTERIZATION OF INLAND WETLANDS USING REMOTE SENSING AND GIS
    MANJU, G.
    Chowdary, V. M.
    Srivastava, Y. K.
    Selvamani, S.
    Jeyaram, A.
    Adiga, S.
    PHOTONIRVACHAK-JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2005, 33 (01): : 51 - 61
  • [7] Flash flood-induced vulnerability and need assessment of wetlands using remote sensing, GIS, and econometric models
    Islam, Md Monirul
    Ujiie, Kiyokazu
    Noguchi, Ryozo
    Ahamed, Tofael
    REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, 2022, 25
  • [8] The use of hydrodynamic modelling and remote sensing to estimate floodplain inundation and flood discharge in a large tropical catchment
    Karim, F.
    Petheram, C.
    Marvanek, S.
    Ticehurst, C.
    Wallace, J.
    Gouweleeuw, B.
    19TH INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION (MODSIM2011), 2011, : 3796 - 3802
  • [9] Rapidly assessing the flood disaster by using remote sensing and GIS
    Yang, CJ
    Huang, H
    Wei, YM
    Zhu, H
    Zhuo, JM
    IGARSS 2002: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM AND 24TH CANADIAN SYMPOSIUM ON REMOTE SENSING, VOLS I-VI, PROCEEDINGS: REMOTE SENSING: INTEGRATING OUR VIEW OF THE PLANET, 2002, : 2880 - 2882
  • [10] FLOOD HAZARD MONITORING USING GIS AND REMOTE SENSING OBSERVATIONS
    Arseni, Maxim
    Rou, Adrian
    Bocaneala, Corina
    Constantin, Daniel-Eduard
    Georgescu, Lucian Puiu
    CARPATHIAN JOURNAL OF EARTH AND ENVIRONMENTAL SCIENCES, 2017, 12 (02): : 329 - 334