Measuring surface water from space

Surface fresh water is essential for life, yet we have surprisingly poor knowledge of the spatial and temporal dynamics of surface freshwater discharge and changes in storage globally. For example, we are unable to answer such basic questions as “What is the spatial and temporal variability of water stored on and near the surface of all continents?” Furthermore, key societal issues, such as the susceptibility of life to flood hazards, cannot be answered with the current global, in situ networks designed to observe river discharge at points but not flood events. The measurements required to answer these hydrologic questions are surface water area, the elevation of the water surface (h), its slope (∂h/∂x), and temporal change (∂h/∂t). Advances in remote sensing hydrology, particularly over the past 10 years and even more recently, have demonstrated that these hydraulic variables can be measured reliably from orbiting platforms. Measurements of inundated area have been used to varying degrees of accuracy as proxies for discharge but are successful only when in situ data are available for calibration; they fail to indicate the dynamic topography of water surfaces. Radar altimeters have a rich, multidecadal history of successfully measuring elevations of the ocean surface and are now also accepted as capable tools for measuring h along orbital profiles crossing freshwater bodies. However, altimeters are profiling tools, which, because of their orbital spacings, miss too many freshwater bodies to be useful hydrologically. High spatial resolution images of ∂h/∂t have been observed with interferometric synthetic aperture radar, but the method requires emergent vegetation to scatter radar pulses back to the receiving antenna. Essentially, existing spaceborne methods have been used to measure components of surface water hydraulics, but none of the technologies can singularly supply the water volume and hydraulic measurements that are needed to accurately model the water cycle and to guide water management practices. Instead, a combined imaging and elevation‐measuring approach is ideal as demonstrated by the Shuttle Radar Topography Mission (SRTM), which collected images of h at a high spatial resolution (∼90 m) thus permitting the calculation of ∂h/∂x. We suggest that a future satellite concept, the Water and Terrestrial Elevation Recovery mission, will improve upon the SRTM design to permit multitemporal mappings of h across the world's wetlands, floodplains, lakes, reservoirs, and rivers.

[1]  L. B. Leopold,et al.  The hydraulic geometry of stream channels and some physiographic implications , 1953 .

[2]  M. Gordon Wolman,et al.  Fluvial Processes in Geomorphology , 1965 .

[3]  W. Alpers Theory of radar imaging of internal waves , 1985 .

[4]  Inez Y. Fung,et al.  Methane emission from natural wetlands: Global distribution, area, and environmental characteristics of sources , 1987 .

[5]  R. Goldstein,et al.  Interferometric radar measurement of ocean surface currents , 1987, Nature.

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

[7]  T. Barnett,et al.  Remote Sensing of Ocean Currents , 1989, Science.

[8]  Randall E. Sanders Day Versus Night Electrofishing Catches from Near-Shore Waters of the Ohio and Muskingum Rivers , 1992 .

[9]  J. Stedinger Frequency analysis of extreme events , 1993 .

[10]  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..

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

[12]  C. Birkett,et al.  The contribution of TOPEX/POSEIDON to the global monitoring of climatically sensitive lakes , 1995 .

[13]  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 .

[14]  Walter H. F. Smith,et al.  A global, self‐consistent, hierarchical, high‐resolution shoreline database , 1996 .

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

[16]  B. Choudhury,et al.  Analyzing the discharge regime of a large tropical river through remote sensing, ground-based climatic data, and modeling , 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

[17]  R. Moussa,et al.  Criteria for the choice of flood-routing methods in natural channels , 1996 .

[18]  Robert B. Jacobson,et al.  Geomorphic Changes on the Mississippi River Flood Plain at Miller City, Illinois, As a Result of the Flood of 1993 , 1996 .

[19]  L. Mertes,et al.  Documentation and significance of the perirheic zone on inundated floodplains , 1997 .

[20]  Murugesu Sivapalan,et al.  An investigation into the physical causes of scaling and heterogeneity of regional flood frequency , 1997 .

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

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

[23]  F. Bryan,et al.  Time variability of the Earth's gravity field: Hydrological and oceanic effects and their possible detection using GRACE , 1998 .

[24]  John M. Melack,et al.  Passive microwave observations of inundation area and the area/stage relation in the Amazon River floodplain , 1998 .

[25]  C. Birkett,et al.  Contribution of the TOPEX NASA Radar Altimeter to the global monitoring of large rivers and wetlands , 1998 .

[26]  Laurence C. Smith,et al.  Control on sediment and organic carbon delivery to the Arctic Ocean revealed with space-borne synthetic aperture radar: Ob' River, Siberia , 1998 .

[27]  Erik Stokstad,et al.  Scarcity of Rain, Stream Gages Threatens Forecasts , 1999, Science.

[28]  DR. JOHN BANIC Airborne Laser Bathymetry : A Tool for the Next Millennium , 1999 .

[29]  Matthew Rodell,et al.  Detectability of variations in continental water storage from satellite observations of the time dependent gravity field , 1999 .

[30]  William J. Plant,et al.  measuring stream discharge by non‐contact methods: A Proof‐of‐Concept Experiment , 2000 .

[31]  Thompson,et al.  A high-resolution millennial record of the south asian monsoon from himalayan ice cores , 2000, Science.

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

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

[34]  P. Bates,et al.  A simple raster-based model for flood inundation simulation , 2000 .

[35]  Fuk K. Li,et al.  Synthetic aperture radar interferometry , 2000, Proceedings of the IEEE.

[36]  Michael T. Coe,et al.  Modeling terrestrial hydrological systems at the continental scale : Testing the accuracy of an atmospheric GCM , 2000 .

[37]  Søren Nørvang Madsen,et al.  Synthetic aperture radar interferometry-Invited paper , 2000 .

[38]  C. Vörösmarty,et al.  Global water resources: vulnerability from climate change and population growth. , 2000, Science.

[39]  N. Suits A Compendium of Geochemistry: From Solar Nebula to the Human Brain , 2001 .

[40]  Matthew Rodell,et al.  An analysis of terrestrial water storage variations in Illinois with implications for the Gravity Recovery and Climate Experiment (GRACE) , 2001 .

[41]  P. Bates,et al.  Effects of spatial resolution on a raster based model of flood flow , 2001 .

[42]  Filipe Aires,et al.  Remote sensing of global wetland dynamics with multiple satellite data sets , 2001 .

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

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

[45]  Marcos Heil Costa,et al.  Surface water dynamics in the Amazon Basin: Application of satellite radar altimetry , 2001 .

[46]  Petra Döll,et al.  Global water data: A newly endangered species , 2001 .

[47]  Thomas A. Hennig,et al.  The Shuttle Radar Topography Mission , 2001, Digital Earth Moving.

[48]  Charles J Vörösmarty,et al.  Widespread decline in hydrological monitoring threatens Pan-Arctic Research , 2002 .

[49]  Masanobu Shimada,et al.  Introduction from the guest editors , 2002 .

[50]  Carlos R. Mechoso,et al.  Water level fluctuations in the Plata Basin (South America) from Topex/Poseidon Satellite Altimetry , 2002 .

[51]  Anny Cazenave,et al.  Interannual lake level fluctuations (1993–1999) in Africa from Topex/Poseidon: connections with ocean–atmosphere interactions over the Indian Ocean , 2002 .

[52]  Marc Simard,et al.  Large-scale vegetation maps derived from the combined L-band GRFM and C-band CAMP wide area radar mosaics of Central Africa , 2002 .

[53]  Richard B. Lammers,et al.  Increasing River Discharge to the Arctic Ocean , 2002, Science.

[54]  W J Lillycrop,et al.  Total Shallow-Water Survey Through Airborne Hydrography , 2002 .

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

[56]  L. Mertes,et al.  Remote sensing of riverine landscapes , 2002 .

[57]  Douglas A. Miller,et al.  GCIP water and energy budget synthesis (WEBS) , 2002 .

[58]  P. Gleick Global Freshwater Resources: Soft-Path Solutions for the 21st Century , 2003, Science.

[59]  Dennis P. Lettenmaier,et al.  Tracking Fresh Water from Space , 2003, Science.

[60]  C. Barbosa,et al.  Dual-season mapping of wetland inundation and vegetation for the central Amazon basin , 2003 .

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

[62]  E. Rodriguez,et al.  Wide-swath altimetric measurement of ocean surface topography , 2003 .

[63]  José N. Onuchic,et al.  SCIENCE EDUCATION: Enhanced: Educating Future Scientists , 2003 .

[64]  Dennis P. Lettenmaier,et al.  The need for global, satellite‐based observations of terrestrial surface waters , 2003 .

[65]  D. Alsdorf Water Storage of the Central Amazon Floodplain Measured with GIS and Remote Sensing Imagery , 2003 .

[66]  P. Davis Review of results and recommendations from the GCMRC 2000-2003 remote-sensing initiative for monitoring environmental resources within the Colorado River ecosystem , 2004 .

[67]  Victor Zlotnicki,et al.  Time‐variable gravity from GRACE: First results , 2004 .

[68]  Space Techniques Used to Measure Change in Terrestrial Waters , 2004 .

[69]  M. Watkins,et al.  GRACE Measurements of Mass Variability in the Earth System , 2004, Science.

[70]  Anny Cazenave,et al.  Ob' river discharge from TOPEX/Poseidon satellite altimetry (1992–2002) , 2004 .

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

[72]  David J. Harding,et al.  ICESat Observations of Inland Surface Water Stage, Slope, and Extent: a New Method for Hydrologic Monitoring , 2004 .

[73]  Bj Wood,et al.  The State of the Planet: Frontiers and Challenges in Geophysics , 2004 .

[74]  Sang-Wan Kim,et al.  An application of L-band synthetic aperture radar to tide height measurement , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[75]  C-band Radar Observes Water-level Change in Coastal Louisiana Swamp Forests , 2005 .

[76]  William J. Plant,et al.  Measurement of river surface currents with coherent microwave systems , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[77]  C. Shum,et al.  Improved estimation of terrestrial water storage changes from GRACE , 2005 .

[78]  Son V. Nghiem,et al.  Space‐based measurement of river runoff , 2005 .

[79]  Delwyn Moller,et al.  Estimating discharge in rivers using remotely sensed hydraulic information , 2005 .

[80]  Roland Romeiser,et al.  Global current measurements in rivers by spaceborne along-track InSAR , 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

[81]  Zhong Lu,et al.  C‐band radar observes water level change in swamp forests , 2005 .

[82]  H. Zwally,et al.  Overview of the ICESat Mission , 2005 .

[83]  L. D. Hinzman,et al.  Disappearing Arctic Lakes , 2005, Science.

[84]  C. K. Shum,et al.  Regional high‐resolution spatiotemporal gravity modeling from GRACE data using spherical wavelets , 2006 .

[85]  D. Alsdorf,et al.  Water slope and discharge in the Amazon River estimated using the shuttle radar topography mission digital elevation model , 2005 .

[86]  Jean-François Crétaux,et al.  Evolution of Sea Level of the Big Aral Sea from Satellite Altimetry and Its Implications for Water Balance , 2005 .

[87]  Frédéric Frappart,et al.  Time variations of land water storage from an inversion of 2 years of GRACE geoids , 2005 .

[88]  Cheinway Hwang,et al.  Lake level variations in China from TOPEX/Poseidon altimetry: data quality assessment and links to precipitation and ENSO , 2005 .

[89]  A. Cazenave,et al.  Preliminary results of ENVISAT RA-2-derived water levels validation over the Amazon basin , 2006 .

[90]  D. Lettenmaier Observations of the Global Water Cycle – Global Monitoring Networks , 2006 .

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

[92]  Frédérique Seyler,et al.  Amazon River discharge estimated from TOPEX/Poseidon altimetry , 2006 .

[93]  S. Swenson,et al.  Climate model biases in seasonality of continental water storage revealed by satellite gravimetry , 2006 .

[94]  P. Young,et al.  Data assimilation and adaptive forecasting of water levels in the river Severn catchment, United Kingdom , 2006 .

[95]  Catherine Prigent,et al.  Wetland dynamics using a suite of satellite observations: A case study of application and evaluation for the Indian Subcontinent , 2006 .

[96]  D. Alsdorf,et al.  Capability of SRTM C- and X-band DEM Data to Measure Water Elevations in Ohio and the Amazon , 2006 .

[97]  Frédérique Seyler,et al.  Rating curves and estimation of average water depth at the upper Negro River based on satellite altimeter data and modeled discharges , 2006 .

[98]  D. Barrick,et al.  Use of radars to monitor stream discharge by noncontact methods , 2006 .