Satellite remote sensing of river inundation area, stage, and discharge: a review

The growing availability of multi-temporal satellite data has increased opportunities for monitoring large rivers from space. A variety of passive and active sensors operating in the visible and microwave range are currently operating, or planned, which can estimate inundation area and delineate flood boundaries. Radar altimeters show great promise for directly measuring stage variation in large rivers. It also appears to be possible to obtain estimates of river discharge from space, using ground measurements and satellite data to construct empirical curves that relate water surface area to discharge. Extrapolation of these curves to ungauged sites may be possible for the special case of braided rivers. Where clouds, trees and floating vegetation do not obscure the water surface, high-resolution visible/infrared sensors provide good delineation of inundated areas. Synthetic aperture radar (SAR) sensors can penetrate clouds and can also detect standing water through emergent aquatic plants and forest canopies. However, multiple frequencies and polarizations are required for optimal discrimination of various inundated vegetation cover types. Existing singlepolarization, fixed-frequency SARs are not suAcient for mapping inundation area in all riverine environments. In the absence of a space-borne multi-parameter SAR, a synergistic approach using single-frequency, fixed-polarization SAR and visible/infrared data will provide the best results over densely vegetated river floodplains. #1997 John Wiley & Sons, Ltd.

[1]  Ken Blyth,et al.  Floodnet: a telenetwork for acquisition, processing and dissemination of earth observation data for monitoring and emergency management of floods , 1997 .

[2]  A. Pietroniro,et al.  Remote sensing applications in hydrological modelling , 1996 .

[3]  L. Smith,et al.  Estimation of Discharge From Three Braided Rivers Using Synthetic Aperture Radar Satellite Imagery: Potential Application to Ungaged Basins , 1996 .

[4]  John M. Melack,et al.  Inundation patterns in the Pantanal wetland of South America determined from passive microwave remote sensing , 1996 .

[5]  Satellites work in tandem to improve accuracy of data , 1995 .

[6]  Yong Wang,et al.  Delineation of inundated area and vegetation along the Amazon floodplain with the SIR-C synthetic aperture radar , 1995, IEEE Trans. Geosci. Remote. Sens..

[7]  Laurence C. Smith,et al.  Estimation of discharge from braided glacial rivers using ERS 1 synthetic aperture radar: first results , 1995 .

[8]  Michael Rast,et al.  Remote sensing applications in hydrological modeling , 1995, Remote Sensing.

[9]  James C. Knox,et al.  Radar remote sensing aids study of the Great Flood of 1993 , 1994 .

[10]  C. Paola,et al.  A cellular model of braided rivers , 1994, Nature.

[11]  John M. Melack,et al.  Mapping of floodplain inundation with multi-frequency polarimetric SAR: Use of a tree-based model , 1994, Proceedings of IGARSS '94 - 1994 IEEE International Geoscience and Remote Sensing Symposium.

[12]  John M. Melack,et al.  Remote sensing of lakes and floodplains in the Amazon basin , 1994 .

[13]  C. Birkett,et al.  Radar altimetry: A new concept in monitoring lake level changes , 1994 .

[14]  Jack F. Paris,et al.  Radar remote sensing of forest and wetland ecosystems in the Central American tropics , 1994 .

[15]  John M. Melack,et al.  Determination of inundation area in the Amazon River floodplain using the SMMR 37 GHz polarization difference , 1994 .

[16]  Stephen K. Gill,et al.  Variation of Great Lakes water levels derived from Geosat altimetry , 1994 .

[17]  Harun Rasid,et al.  Areal extent of the 1988 flood in Bangladesh: How much did the satellite imagery show? , 1993 .

[18]  Robin T. Clarke,et al.  Measurement of river level variations with satellite altimetry , 1993 .

[19]  W. Collins,et al.  Technical note Identification of flood prone regions of Rapti river using temporal remotely-sensed data , 1993 .

[20]  M. Dobson,et al.  Contribution of space remote sensing to river studies , 1993 .

[21]  John B. Adams,et al.  Estimating suspended sediment concentrations in surface waters of the Amazon River wetlands from Landsat images , 1993 .

[22]  A. S. Ramamoorthi,et al.  Remote sensing applications in hydrology. , 1993 .

[23]  E. Kasischke,et al.  Identification of central Kenyan Rift Valley Fever virus vector habitats with landsat TM and evaluation of their flooding status with airborne imaging radar , 1992 .

[24]  João dos Santos Vila da Silva.  Thematic Mapper and Gis Data Integration to Evaluate the Flooding Dynamics Witbin the Pantanal, Mato , 1992 .

[25]  F. Blasco,et al.  Estimating the extent of floods in Bangladesh using SPOT data , 1992 .

[26]  J. Cihlar,et al.  Change detection with synthetic aperture radar , 1992 .

[27]  John M. Melack,et al.  Inundation area and morphometry of lakes on the Amazon River floodplain, Brazil , 1992 .

[28]  M. Rast,et al.  Comparative digital analysis of Seasat-SAR and Landsat-TM data for Iceland , 1991 .

[29]  Bhaskar J. Choudhury,et al.  Passive microwave remote sensing contribution to hydrological variables , 1991 .

[30]  J. P. Watson.  A visual interpretation of a Landsat mosaic of the Okavango delta and surrounding area , 1991 .

[31]  Monitoring the Water Bodies of the Mackenzie Delta by Remote Sensing Methods , 1991 .

[32]  Nikolaos Soulakellis,et al.  A drainage system analysis evaluation of, and comparison between, Landsat-3 RBV, Landsat-5 TM and SPOT PA imageries covering the Central Macedonia district, Greece , 1990 .

[33]  L. Hess,et al.  Radar detection of flooding beneath the forest canopy - A review , 1990 .

[34]  Scott Bainbridge,et al.  The floods in eastern Australia , 1990, Nature.

[35]  T. Richards,et al.  Prospects for operational remote sensing of surface water , 1990 .

[36]  Oscar K. Huh,et al.  Study of river flood hydrology in Bangladesh with AVHRR data , 1989 .

[37]  B. Choudhury.  Monitoring global land surface using Nimbus-7 37 GHz data - Theory and examples , 1989 .

[38]  I. J. Barton,et al.  Monitoring floods with AVHRR , 1989 .

[39]  Bhaskar J. Choudhury,et al.  Observation of hydrological features with Nimbus-7 37 GHz data, applied to South America , 1989 .

[40]  Bruce R. Forsberg,et al.  Sources and routing of the Amazon River Flood Wave , 1989 .

[41]  Stephen L. Durden,et al.  Modeling and observation of the radar polarization signature of forested areas , 1989 .

[42]  Paul J. Crutzen,et al.  Global distribution of natural freshwater wetlands and rice paddies, their net primary productivity, seasonality and possible methane emissions , 1989 .

[43]  Edmond C. Roelof,et al.  Remote sensing of the ring current using energetic neutral atoms , 1989 .

[44]  M. Imhoff,et al.  The Derivation Of Sub-canopy Surface Terrain Models Of Coastal Forests Using Synthetic Aperture Radar , 1988, International Geoscience and Remote Sensing Symposium, 'Remote Sensing: Moving Toward the 21st Century'..

[45]  Gert A. Schultz,et al.  Remote sensing in hydrology , 1988 .

[46]  Eric C. Barrett,et al.  Satellite remote sensing requirements for hydrology and water management from the mid-1990s, in relation to the Columbus Programme of the European Space Agency , 1988 .

[47]  John A. Richards,et al.  An explanation of enhanced radar backscattering from flooded forests , 1987 .

[48]  John Richards,et al.  L-Band Radar Backscatter Modeling of Forest Stands , 1987, IEEE Transactions on Geoscience and Remote Sensing.

[49]  Marc L. Imhoff,et al.  Monsoon flood boundary delineation and damage assessment using space borne imaging radar and Landsat data , 1987 .

[50]  Thomas J. Schmugge,et al.  Remote sensing applications in hydrology , 1987 .

[51]  D. Wiesnet,et al.  Flood monitoring in South America from the Landsat NOAA and nimbus satellites , 1987 .

[52]  S. Sader,et al.  Multipolarization SAR Data for Surface Feature Delineation and Forest Vegetation Characterization , 1987, IEEE Transactions on Geoscience and Remote Sensing.

[53]  R. S. Drayton,et al.  The use of SPOT-simulated imagery in hydrological mapping , 1986 .

[54]  Tom Farr,et al.  Multipolarization Radar Images for Geologic Mapping and Vegetation Discrimination , 1986, IEEE Transactions on Geoscience and Remote Sensing.

[55]  Thomas Schmugge,et al.  Passive Microwave Soil Moisture Research , 1986, IEEE Transactions on Geoscience and Remote Sensing.

[56]  T. Astaras,et al.  Drainage network analysis of LANDSAT images of the Olympus-Pieria mountain area, northern Greece , 1985 .

[57]  Rajat Gupta,et al.  Monitoring of reservoir volume using Landsat data , 1985 .

[58]  Andrew J. Blanchard,et al.  DETECTION OF LOWLAND FLOODING USING ACTIVE MICROWAVE SYSTEMS. , 1985 .

[59]  Michael E. Hodgson,et al.  Remote sensing inland wetlands: a multispectral approach , 1985 .

[60]  P. D. Bhavsar.  Review of remote sensing applications in hydrology and water resources management in India , 1984 .

[61]  Donald B. Segal,et al.  SEASAT synthetic aperture radar (SAR) response to lowland vegetation types in eastern Maryland and Virginia , 1983 .

[62]  Rajat Gupta,et al.  Geotechnical applications of landsat image analysis of Bhakra Dam Reservoir, India , 1982 .

[63]  W. R. Philipson,et al.  Manual versus digital Landsat analysis for delineating river flooding , 1981 .

[64]  W. R. Philipson,et al.  Manual versus digital Landsat analysis for modeling river flooding , 1981 .

[65]  V. H. Kaupp,et al.  Wetland mapping with imaging radar , 1981 .

[66]  W. P. Waite,et al.  Use of Seasat satellite radar imagery for the detection of standing water beneath forest vegetation , 1981 .

[67]  D. Henninger,et al.  Selecting reconnaissance strategies for floodplain surveys , 1978 .

[68]  H. Moore,et al.  The Use of Satellite Imagery for Monitoring Ice Break-up along the Mackenzie River, N.W.T. , 1977 .

[69]  A. Rango,et al.  The utility of short wavelength /less than 1 mm/ remote sensing techniques for the monitoring and assessment of hydrologic parameters , 1977 .

[70]  E. F. Hollyday.  Improving estimates of streamflow characteristics by using Landsat-1 imagery , 1976 .

[71]  William Douglas Carter,et al.  ERTS-1, a new window on our planet , 1976 .

[72]  A. Rango,et al.  Extraction and utilization of space acquired physiographic data for water resources development. [using ERTS-1 imagery , 1975 .

[73]  H. Gómez,et al.  An inundation study of the Lower Magdalena-Cauca River Basin , 1975 .

[74]  A. Rango,et al.  Earth Resources Satellite Systems for flood monitoring , 1975 .

[75]  A. T. Anderson,et al.  Flood hazards studies in the Mississippi River basin using remote sensing , 1974 .

[76]  Morris Deutsch,et al.  Optical data processing and projected applications of the ERTS-1 imagery covering the 1973 Mississippi River Valley floods , 1974 .

[77]  G. Moore,et al.  FLOOD INUNDATION IN THE SOUTHEASTERN UNITED STATES FROM AIRCRAFT AND SATELLITE IMAGERY , 1974 .

[78]  Vincent V. Salomonson,et al.  Regional flood mapping from space , 1974 .

[79]  V. V. Salomonson,et al.  ERTS-1 applications in hydrology and water resources , 1974 .

[80]  A. Rango,et al.  Application of ERTS-1 Imagery to Flood Inundation Mapping , 1973 .

[81]  R. B. Morrison.  Assessment of flood damage in Arizona by means of ERTS-1 imagery , 1973 .

[82]  A. Rango,et al.  Repetitive ERTS-1 observations of surface water variability along rivers and low-lying areas , 1973 .