Observing Global Surface Water Flood Dynamics

Flood waves moving along river systems are both a key determinant of globally important biogeochemical and ecological processes and, at particular times and particular places, a major environmental hazard. In developed countries, sophisticated observing networks and ancillary data, such as channel bathymetry and floodplain terrain, exist with which to understand and model floods. However, at global scales, satellite data currently provide the only means of undertaking such studies. At present, there is no satellite mission dedicated to observing surface water dynamics and, therefore, surface water scientists make use of a range of sensors developed for other purposes that are distinctly sub-optimal for the task in hand. Nevertheless, by careful combination of the data available from topographic mapping, oceanographic, cryospheric and geodetic satellites, progress in understanding some of the world’s major river, floodplain and wetland systems can be made. This paper reviews the surface water data sets available to hydrologists on a global scale and the recent progress made in the field. Further, the paper looks forward to the proposed NASA/CNES Surface Water Ocean Topography satellite mission that may for the first time provide an instrument that meets the needs of the hydrology community.

[1]  F. Aires,et al.  Global inundation dynamics inferred from multiple satellite observations, 1993–2000 , 2007 .

[2]  P. Bates,et al.  Scheduling satellite-based SAR acquisition for sequential assimilation of water level observations into flood modelling , 2013 .

[3]  L. M Gomes Pereira,et al.  Suitability of laser data for deriving geographical information: A case study in the context of management of fluvial zones , 1999 .

[4]  A. Nicholas,et al.  Numerical simulation of overbank processes in topographically complex floodplain environments , 2003 .

[5]  Paul D. Bates,et al.  Improving River Flood Extent Delineation From Synthetic Aperture Radar Using Airborne Laser Altimetry , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[6]  Paul D. Bates,et al.  A Change Detection Approach to Flood Mapping in Urban Areas Using TerraSAR-X , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[7]  M. Hodgson,et al.  An evaluation of LIDAR- and IFSAR-derived digital elevation models in leaf-on conditions with USGS Level 1 and Level 2 DEMs , 2003 .

[8]  B. Sanders Evaluation of on-line DEMs for flood inundation modeling , 2007 .

[9]  Keith Beven,et al.  Bayesian updating of flood inundation likelihoods conditioned on flood extent data , 2004 .

[10]  Georgia Destouni,et al.  Hydroclimatic shifts driven by human water use for food and energy production , 2013 .

[11]  D. Lettenmaier,et al.  Prospects for river discharge and depth estimation through assimilation of swath‐altimetry into a raster‐based hydrodynamics model , 2007 .

[12]  Kevin Amaratunga,et al.  Analysis and characterization of the vertical accuracy of digital elevation models from the Shuttle Radar Topography Mission , 2005 .

[13]  L. E. Link,et al.  Airborne laser topographic mapping results , 1984 .

[14]  L. Hess,et al.  Outgassing from Amazonian rivers and wetlands as a large tropical source of atmospheric CO2 , 2002, Nature.

[15]  Paul D. Bates,et al.  Floodplain channel morphology and networks of the middle Amazon River , 2012 .

[16]  Michael Durand,et al.  Estimating River Depth From Remote Sensing Swath Interferometry Measurements of River Height, Slope, and Width , 2010, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

[18]  P. Bates,et al.  Calibration of uncertain flood inundation models using remotely sensed water levels. , 2009 .

[19]  Laurence C. Smith,et al.  Amazon floodplain water level changes measured with interferometric SIR-C radar , 2001, IEEE Trans. Geosci. Remote. Sens..

[20]  X. Lai,et al.  Assimilation of spatially distributed water levels into a shallow-water flood model. Part I: Mathematical method and test case , 2009 .

[21]  Delwyn Moller,et al.  Estimation of bathymetric depth and slope from data assimilation of swath altimetry into a hydrodynamic model , 2008 .

[22]  G. Destouni,et al.  General quantification of catchment-scale nutrient and pollutant transport through the subsurface to surface and coastal waters. , 2010, Environmental science & technology.

[23]  Paul D. Bates,et al.  Calibration of two‐dimensional floodplain modeling in the central Atchafalaya Basin Floodway System using SAR interferometry , 2012 .

[24]  Florian Pappenberger,et al.  A data assimilation approach to discharge estimation from space , 2009 .

[25]  John M. Melack,et al.  Global Methane Emissions From Wetlands, Rice Paddies, and Lakes , 2018 .

[26]  C. Vörösmarty,et al.  Global water assessment and potential contributions from Earth Systems Science , 2002, Aquatic Sciences.

[27]  B. Forsberg,et al.  Spatial patterns of hydrology, geomorphology, and vegetation on the floodplain of the Amazon River in Brazil from a remote sensing perspective , 1995 .

[28]  Vladimir Cvetkovic,et al.  Water and solute transport along hydrological pathways , 2012 .

[29]  D. Alsdorf,et al.  Interferometric radar measurements of water level changes on the Amazon flood plain , 2000, Nature.

[30]  S. Lane,et al.  The Measurement of River Channel Morphology Using Digital Photogrammetry , 2000 .

[31]  P. Berry,et al.  Global inland water monitoring from multi‐mission altimetry , 2005 .

[32]  Yeosang Yoon,et al.  Estimating river bathymetry from data assimilation of synthetic SWOT measurements , 2012 .

[33]  Michael J. Oimoen,et al.  ASTER Global Digital Elevation Model Version 2 - summary of validation results , 2011 .

[34]  L. Smith,et al.  Amplified carbon release from vast West Siberian peatlands by 2100 , 2004 .

[35]  David A. Seal,et al.  The Shuttle Radar Topography Mission , 2007 .

[36]  W. Collischonn,et al.  Large-Scale Hydrodynamic Modeling of a Complex River Network and Floodplains , 2010 .

[37]  M. Horritt Calibration of a two‐dimensional finite element flood flow model using satellite radar imagery , 2000 .

[38]  W. Marcus,et al.  Optical remote mapping of rivers at sub‐meter resolutions and watershed extents , 2008 .

[39]  Bradley Doorn,et al.  From Research to Operations: The USDA Global Reservoir and Lake Monitor , 2011 .

[40]  Matthew D. Wilson,et al.  Simple spatially-distributed models for predicting flood inundation: A review , 2007 .

[41]  J. Neal,et al.  Estimating reach-averaged discharge for the River Severn from measurements of river water surface elevation and slope , 2014 .

[42]  R. Hostache,et al.  Assimilation of spatially distributed water levels into a shallow-water flood model. Part II: Use of a remote sensing image of Mosel River. , 2010 .

[43]  P. Bates,et al.  Progress in integration of remote sensing–derived flood extent and stage data and hydraulic models , 2009 .

[44]  John M. Melack,et al.  Seasonal water storage on the Amazon floodplain measured from satellites , 2010 .

[45]  R. Goldstein,et al.  Satellite Radar Interferometry for Monitoring Ice Sheet Motion: Application to an Antarctic Ice Stream , 1993, Science.

[46]  P. Bates,et al.  Near real time satellite imagery to support and verify timely flood modelling , 2009 .

[47]  Patrick Matgen,et al.  Integration of SAR-derived river inundation areas, high-precision topographic data and a river flow model toward near real-time flood management , 2007, Int. J. Appl. Earth Obs. Geoinformation.

[48]  R. Paiva,et al.  Large scale hydrologic and hydrodynamic modeling using limited data and a GIS based approach , 2011 .

[49]  D. S Biggin A Comparison of ERS‐1 Satellite Radar and Aerial Photography for River Flood Mapping , 1996 .

[50]  Paul D. Bates,et al.  Near real‐time flood wave approximation on large rivers from space: Application to the River Po, Italy , 2010 .

[51]  K. Feigl,et al.  The displacement field of the Landers earthquake mapped by radar interferometry , 1993, Nature.

[52]  John M. Melack,et al.  Water level changes in a large Amazon lake measured with spaceborne radar interferometry and altimetry , 2001 .

[53]  Russell G. Congalton,et al.  Evaluating the potential for measuring river discharge from space , 2003 .

[54]  Yang Hong,et al.  A digitized global flood inventory (1998–2008): compilation and preliminary results , 2010 .

[55]  E. Rodríguez,et al.  A Global Assessment of the SRTM Performance , 2006 .

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

[57]  Hervé Piégay,et al.  Fluvial remote sensing for science and management. , 2012 .

[58]  Michael Durand,et al.  Preliminary Characterization of SWOT Hydrology Error Budget and Global Capabilities , 2010, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[59]  Luiz Antonio Martinelli,et al.  Channel-floodplain geomorphology along the Solimões-Amazon River, Brazil , 1996 .

[60]  P. Bates,et al.  Reach scale floodplain inundation dynamics observed using airborne synthetic aperture radar imagery: Data analysis and modelling , 2006 .

[61]  Debarati Guha-Sapir,et al.  Annual Disaster Statistical Review 2009The numbers and trends , 2010 .

[62]  Steve W. Lyon,et al.  The relationship between subsurface hydrology and dissolved carbon fluxes for a sub-arctic catchment , 2010 .

[63]  K. Tockner,et al.  Riverine flood plains: present state and future trends , 2002, Environmental Conservation.

[64]  P. Bates,et al.  Spatial and temporal complexity of the Amazon flood measured from space , 2007 .

[65]  Paul D. Bates,et al.  The Use of Radar Imagery in Riverine Flood Inundation Studies , 2012 .

[66]  D. Lettenmaier,et al.  Measuring surface water from space , 2004 .

[67]  Alain Pietroniro,et al.  Rationale for Monitoring Discharge on the Ground , 2012 .

[68]  J. Melack,et al.  Impacts of Climate Variability and Land Use Alterations on Frequency Distributions of Terrestrial Runoff Loading to Coastal Waters in Southern California 1 , 2008 .

[69]  Paul D. Bates,et al.  Geodetic corrections to Amazon River water level gauges using ICESat altimetry , 2012 .

[70]  Paul D Bates,et al.  Integrating remote sensing observations of flood hydrology and hydraulic modelling , 1997 .

[71]  Rhj Sellin,et al.  INTERNAL AND EXTERNAL VALIDATION OF A TWO-DIMENSIONAL FINITE ELEMENT CODE FOR RIVER FLOOD SIMULATIONS. , 1998 .

[72]  Patrice M. Pelletier,et al.  Uncertainties in the single determination of river discharge: a literature review , 1988 .

[73]  Michael Durand,et al.  Assimilation of virtual wide swath altimetry to improve Arctic river modeling , 2011 .

[74]  R. Paiva,et al.  Validation of a full hydrodynamic model for large‐scale hydrologic modelling in the Amazon , 2013 .

[75]  S. Hamilton,et al.  Comparison of inundation patterns among major South American floodplains , 2002 .

[76]  Matthew D. Wilson,et al.  Modeling large‐scale inundation of Amazonian seasonally flooded wetlands , 2007 .

[77]  S. Lane,et al.  Remote survey of large-scale braided, gravel-bed rivers using digital photogrammetry and image analysis , 2003 .

[78]  Emmanuel P. Baltsavias,et al.  A comparison between photogrammetry and laser scanning , 1999 .

[79]  F. O'Loughlin,et al.  Hydraulic characterization of the middle reach of the Congo River , 2013 .

[80]  Paul D. Bates,et al.  Attenuating reaches and the regional flood response of an urbanizing drainage basin , 2003 .

[81]  P. Bates,et al.  A simple model for simulating river hydraulics and floodplain inundation over large and data sparse areas. , 2012 .