Recent Advances and Future Implications of Remote Sensing for Hydrologic Modeling

Remote sensing has begun to have an impact on applied hydrology as well as hydrologic research. Because remote sensing is basically spatial information it is providing a new form of data that hydrologists are not accustomed to working with. Remote sensing can also provide new types of information, such as the microwave measurements of soil moisture, that are not available via other means. This chapter reviews applications of remote sensing to hydrology and current research thrusts, and looks forward to new sensors and concepts that may be available in the near future.

[1]  S. Manabe CLIMATE AND THE OCEAN CIRCULATION1 , 1969 .

[2]  H. Michael Goodman,et al.  Precipitation retrieval over land and ocean with the SSM/I - Identification and characteristics of the scattering signal , 1989 .

[3]  E. Barrett,et al.  The use of satellite data in rainfall monitoring , 1981 .

[4]  Guy Delrieu,et al.  Rain Measurement by Raingage-Radar Combination: A Geostatistical Approach , 1988 .

[5]  J. D. Tarpley Estimating Incident Solar Radiation at the Surface from Geostationary Satellite Data , 1979 .

[6]  Robert M. Haralick,et al.  Extraction of drainage networks by using the consistent labeling technique , 1985 .

[7]  Robert F. Adler,et al.  A Proposed Tropical Rainfall Measuring Mission (TRMM) Satellite , 1988 .

[8]  Donald Richard Wiesnet,et al.  Monthly winter snowline variation in the Northern Hemisphere from satellite records, 1966-75 , 1975 .

[9]  Ann Henderson-Sellers,et al.  Biosphere-atmosphere Transfer Scheme (BATS) for the NCAR Community Climate Model , 1986 .

[10]  S. Idso,et al.  Wheat canopy temperature: A practical tool for evaluating water requirements , 1977 .

[11]  E. Kanemasu,et al.  Evaluating soil moisture and yield of winter wheat in the Great Plains using Landsat data , 1977 .

[12]  E. Kanemasu,et al.  Insolation estimation from satellite measurements of reflected radiation , 1981 .

[13]  A. Hollingsworth,et al.  Monitoring of observation and analysis quality by a data assimilation system , 1986 .

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

[15]  T. Jackson,et al.  TEST OF LANDSAT-BASED URBAN HYDROLOGIC MODELING , 1977 .

[16]  A. Rango,et al.  Parameter values for snowmelt runoff modelling , 1986 .

[17]  I. Barton A case study comparison of microwave radiometer measurements over bare and vegetated surfaces , 1978 .

[18]  J. Theon,et al.  Tropical Rainfall Measurements , 1988 .

[19]  T. Schmugge Remote Sensing of Soil Moisture: Recent Advances , 1983, IEEE Transactions on Geoscience and Remote Sensing.

[20]  Helmut Rott,et al.  Snow-Cover Parameters Retrieved from Nimbus-7 Scanning Multichannel Microwave Radiometer (SMMR) Data , 1982, IEEE Transactions on Geoscience and Remote Sensing.

[21]  R. Jackson,et al.  Evaluating evapotranspiration at local and regional scales , 1985, Proceedings of the IEEE.

[22]  Albert Rango,et al.  Development and testing of a Snowmelt-Runoff forecasting technique , 1990 .

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

[24]  D. R. Wiesnet,et al.  MAPPING OF THE 1973 MISSISSIPPI RIVER FLOODS BY THE NOAA-2 SATELLITE , 1974 .

[25]  J. Martinec,et al.  Remote Sensing of Ice and Snow , 1985 .

[26]  J. C. Price,et al.  Estimation of Regional Scale Evapotranspiration Through Analysis of Satellite Thermal-infrared Data , 1982, IEEE Transactions on Geoscience and Remote Sensing.

[27]  Jaroslav Martinec,et al.  SNOWMELT - RUNOFF MODEL FOR STREAM FLOW FORECASTS , 1975 .

[28]  Dorothy K. Hall,et al.  Remote sensing of snow , 1987 .

[29]  J. D. Tarpley,et al.  Estimation of Shelter Temperatures from Operational Satellite Sounder Data , 1983 .

[30]  Pierre Bessemoulin,et al.  Evaporation over land surfaces - First results from HAPEX-MOBILHY Special Observing Period , 1988 .

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

[32]  Samuel N. Goward,et al.  Deriving surface albedo measurements from narrow band satellite data , 1987 .

[33]  Remote Sensing of Watershed Characteristics and Rainfall Input , 1989 .

[34]  Albert Rango,et al.  Application of a Snowmelt-Runoff Model Using Landsat Data , 1979 .

[35]  Thomas J. Jackson,et al.  Research toward an operational passive microwave remote sensing system for soil moisture , 1988 .

[36]  Yann Kerr,et al.  Use of meteorological satellites for water balance monitoring in Sahelian regions , 1989 .

[37]  C. Priestley,et al.  On the Assessment of Surface Heat Flux and Evaporation Using Large-Scale Parameters , 1972 .

[38]  P. Sellers,et al.  The First ISLSCP Field Experiment (FIFE) , 1988 .

[39]  C. W. Thornthwaite An approach toward a rational classification of climate. , 1948 .

[40]  T. Schmugge,et al.  An Empirical Model for the Complex Dielectric Permittivity of Soils as a Function of Water Content , 1980, IEEE Transactions on Geoscience and Remote Sensing.

[41]  C. Gautier,et al.  A Simple Physical Model to Estimate Incident Solar Radiation at the Surface from GOES Satellite Data , 1980 .

[42]  B. Séguin,et al.  Using midday surface temperature to estimate daily evaporation from satellite thermal IR data , 1983 .

[43]  T. Schmugge,et al.  Survey of methods for soil moisture determination , 1980 .

[44]  Ray D. Jackson,et al.  Evapotranspiration calculated from remote multispectral and ground station meteorological data , 1985 .

[45]  Thomas R. Carroll,et al.  Effect of forest biomass on airborne snow water equivalent estimates obtained by measuring terrestrial gamma radiation , 1989 .

[46]  A. Dalcher,et al.  A Simple Biosphere Model (SIB) for Use within General Circulation Models , 1986 .

[47]  Albert Rango,et al.  Operational applications of satellite snowcover observations , 1980 .

[48]  E. Barrett,et al.  THE ESTIMATION OF MONTHLY RAINFALL FROM SATELLITE DATA , 1970 .

[49]  Jeff Dozier,et al.  Snow Reflectance from LANDSAT-4 Thematic Mapper , 1984, IEEE Transactions on Geoscience and Remote Sensing.

[50]  H. R. Haise,et al.  Estimating evapotranspiration from solar radiation , 1963 .

[51]  P. S. Eagleson,et al.  Land Surface Hydrology Parameterization for Atmospheric General Circulation models Including Subgrid Scale Spatial Variability , 1989 .

[52]  C. D. Allen,et al.  Equilibrium, Potential and Actual Evaporation from Cropped Surfaces in Southern Ontario , 1973 .

[53]  Edwin T. Engman,et al.  Mapping surface soil moisture with L-band radiometric measurements , 1989 .

[54]  J. Rodda Facets of hydrology , 1976 .

[55]  E. Kanemasu,et al.  Evapotranspiration Model Tested for Soybean and Sorghum1 , 1976 .

[56]  J. Gash An analytical framework for extrapolating evaporation measurements by remote sensing surface temperature , 1987 .

[57]  M. Matson,et al.  New data base for climate studies , 1981, Nature.

[58]  E. R. Johnson,et al.  Strategies for Using Remotely Sensed Data in Hydrologic Models , 1982 .

[59]  H. L. Penman Natural evaporation from open water, bare soil and grass , 1948, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

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

[61]  W. Shuttleworth,et al.  Macrohydrology ― the new challenge for process hydrology , 1988 .