Remote Sensing Applications in Water Resources

With the introduction of the earth observing satellites, remote sensing has become an important tool in analyzing the Earth’s surface characteristics, and hence in supplying valuable information necessary for the hydrologic analysis. Due to their capability to capture the spatial variations in the hydro-meteorological variables and frequent temporal resolution suffi cient to represent the dynamics of the hydrologic processes, remote sensing techniques have signifi cantly changed the water resources assessment and management methodologies. Remote sensing techniques have been widely used to delineate the surface water bodies, estimate meteorological variables like temperature and precipitation, estimate hydrological state variables like soil moisture and land surface characteristics, and to estimate fl uxes such as evapotranspiration. Today, near-real time monitoring of fl ood, drought events, and irrigation management are possible with the help of high resolution satellite data. This paper gives a brief overview of the potential applications of remote sensing in water resources.

[1]  T. Nagler,et al.  Monitoring temporal dynamics of snowmelt with ERS-1 SAR , 1995, 1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications.

[2]  J. S. Marshall,et al.  MEASUREMENT OF RAINFALL BY RADAR , 1947 .

[3]  J. Wigneron,et al.  Retrieving near-surface soil moisture from microwave radiometric observations : current status and future plans , 2003 .

[4]  Kevin Slough,et al.  REMOTE SENSING ESTIMATES OF SNOW WATER EQUIVALENT FOR HYDROLOGIC MODELLING , 1992 .

[5]  Michael P. O'Neill,et al.  The Role of GIS in Selecting Sites for Riparian Restoration Based on Hydrology and Land Use , 1997 .

[6]  G. R. Chary,et al.  IRS-1C data application in watershed characterization and management , 2000 .

[7]  D. M. Swingle,et al.  Radar Storm Detection , 1947 .

[8]  V. P. Gupta,et al.  Watershed prioritization using remote sensing and geographical information system: a case study from Guhiya, India , 2001 .

[9]  Richard P. Stumpf,et al.  Applications of Satellite Ocean Color Sensors for Monitoring and Predicting Harmful Algal Blooms , 2001 .

[10]  V. R. Desai,et al.  Prioritisation of subwatersheds based on morphometric analysis of drainage basin: a remote sensing and gis approach , 1999 .

[11]  Leung Tsang,et al.  A prototype AMSR-E global snow area and snow depth algorithm , 2003, IEEE Trans. Geosci. Remote. Sens..

[12]  Thomas J. Jackson,et al.  Passive microwave remote sensing of soil moisture: results from HAPEX, FIFE and MONSOON 90 , 1992 .

[13]  Paul V. Zimba,et al.  Remote Sensing Techniques to Assess Water Quality , 2003 .

[14]  Ajai,et al.  Cotton yield estimation using agrometeorological model and satellite-derived spectral profile , 1999 .

[15]  A. Wankiewicz,et al.  Microwave Satellite Forecasting Of Snowmelt Runoff , 1989, 12th Canadian Symposium on Remote Sensing Geoscience and Remote Sensing Symposium,.

[16]  Wim G.M. Bastiaanssen,et al.  Relating Crop Water Consumption to Irrigation Water Supply by Remote Sensing , 1997 .

[17]  F. R. Schiebe,et al.  Large area mapping of soil moisture using the ESTAR passive microwave radiometer , 1995 .

[18]  P. P. Nageswara Rao,et al.  Cropland inventory in the command area of Krishnarajasagar project using satellite data , 1994 .

[19]  Jean-Pierre Wigneron,et al.  Estimation of Evapotranspiration and Photosynthesis by Assimilation of Remote Sensing Data into SVAT Models , 1999 .

[20]  V. Jayaraman,et al.  Groundwater resources development in hard rock terrain - an approach using remote sensing and GIS techniques , 2000 .

[21]  K. Takeuchi,et al.  Introduction of block-wise use of TOPMODEL and Muskingum-Cunge method for the hydro-environmental simulation of a large ungauged basin , 1999 .

[22]  Albert Rango,et al.  Spaceborne remote sensing for snow hydrology applications , 1996 .

[23]  Monique Bernier,et al.  Accuracy of wet snow mapping using simulated Radarsat backscattering coefficients from observed snow cover characteristics , 1999 .

[24]  S. S. Ray,et al.  Performance evaluation of an irrigation command area using remote sensing: a case study of Mahi command, Gujarat, India , 2002 .

[25]  Vittorio E. Brando,et al.  Satellite hyperspectral remote sensing for estimating estuarine and coastal water quality , 2003, IEEE Trans. Geosci. Remote. Sens..

[26]  P. Sellers Remote sensing of the land surface for studies of global change , 1993 .

[27]  V. Murty,et al.  A real-time water allocation model for large irrigation systems , 1996 .

[28]  Yann Kerr,et al.  Airborne microwave radiometry on a semi-arid area during HAPEX-Sahel , 1997 .

[29]  G. C. Huurneman,et al.  Classification of multi - sensor data using a combination of image analysis techniques , 1996 .

[30]  Jennifer M. Jacobs,et al.  IMPROVED RAINFALL/RUNOFF ESTIMATES USING REMOTELY SENSED SOIL MOISTURE 1 , 2003 .

[31]  Christian Mätzler,et al.  Applications of the interaction of microwaves with the natural snow cover , 1987 .

[32]  Sampsa Koponen,et al.  Lake water quality classification with airborne hyperspectral spectrometer and simulated MERIS data , 2002 .

[33]  Venkat Lakshmi,et al.  Retrieval of soil moisture from passive and active L/S band sensor (PALS) observations during the Soil Moisture Experiment in 2002 (SMEX02) , 2004 .

[34]  T. T. Medhavy,et al.  Wheat crop classification using multidate IRS LISS-I data , 1998 .

[35]  William P. Kustas,et al.  Use of remote sensing for evapotranspiration monitoring over land surfaces , 1996 .

[36]  Wim G.M. Bastiaanssen,et al.  Irrigation Performance using Hydrological and Remote Sensing Modeling , 2002 .

[37]  Thomas J. Jackson,et al.  Soil moisture and rainfall estimation over a semiarid environment with the ESTAR microwave radiometer , 1993, IEEE Trans. Geosci. Remote. Sens..

[38]  Y. Kerr,et al.  Use of passive microwave remote sensing to monitor soil moisture , 1998 .

[39]  Dmitry Pozdnyakov,et al.  Water quality remote sensing in the visible spectrum , 1998 .

[40]  Paul J. Curran,et al.  Per-field classification: an example using SPOT HRV imagery , 1991 .

[41]  A. Rango,et al.  Snow water equivalent estimation by microwave radiometry , 1982 .

[42]  K. Badarinath,et al.  Vegetation discrimination using irs-p3 wifs temporal dataset - a case study from rampa forests, eastern ghats, a.p. , 1999 .

[43]  W. J. Shuttleworth,et al.  Integration of soil moisture remote sensing and hydrologic modeling using data assimilation , 1998 .

[44]  Martha C. Anderson,et al.  Estimating subpixel surface temperatures and energy fluxes from the vegetation index-radiometric temperature relationship , 2003 .

[45]  Dennis P. Lettenmaier,et al.  Macroscale hydrological modeling using remotely sensed inputs: Application to the Ohio River basin , 2000 .

[46]  E. Engman,et al.  Status of microwave soil moisture measurements with remote sensing , 1995 .

[47]  M. Archer,et al.  Chapter 18 , 2003, Pugg's Portmanteau.

[48]  K. R. Sekhar,et al.  Evaluation of sediment yield by using remote sensing and GIS: A case study from the Phulang Vagu watershed, Nizamabad District (AP), India , 2002 .

[49]  C. G. J. Schotten,et al.  Assessment of the capabilities of multi-temporal ERS-1 SAR data to discriminate between agricultural crops , 1995 .

[50]  George F. Hepner,et al.  Artificial neural network classification using a minimal training set - Comparison to conventional supervised classification , 1990 .

[51]  Machteld Rijkeboer,et al.  Towards airborne remote sensing of water quality in The Netherlands - validation and error analysis , 2002 .

[52]  V. Jayaraman,et al.  An approach to demarcate ground water potential zones through remote sensing and a geographical information system , 1996 .

[53]  B. N. Meisner,et al.  The Relationship between Large-Scale Convective Rainfall and Cold Cloud over the Western Hemisphere during 1982-84 , 1987 .

[54]  P. Curran,et al.  The relationship between ERS-2 SAR backscatter and soil moisture: Generalization from a humid to semi-arid transect , 2000 .

[55]  R. Oberstadler,et al.  Assessment of the mapping capabilities of ERS-1 SAR data for flood mapping: a case study in Germany , 1997 .

[56]  A. M. J. Meijerink,et al.  Remote sensing applications to hydrology: groundwater , 1996 .

[57]  Thomas J. Jackson,et al.  Soil moisture retrieval from AMSR-E , 2003, IEEE Trans. Geosci. Remote. Sens..

[58]  B. Osborne,et al.  Light and Photosynthesis in Aquatic Ecosystems. , 1985 .

[59]  Oscar K. Huh,et al.  Technical note. Agricultural, hydrologic and oceanographic studies in Bangladesh with NOAA AVHRR data , 1987 .

[60]  Albert Rango,et al.  Average areal water equivalent of snow in a mountain basin using microwave and visible satellite data , 1989 .

[61]  Marvin E. Bauer,et al.  LANDSAT MSS crop classification performance as a function of scene characteristics , 1985 .

[62]  L. S. Pereira,et al.  Crop evapotranspiration : guidelines for computing crop water requirements , 1998 .

[63]  J. Verdin,et al.  Automated update of an irrigated lands GIS using SPOT HRV imagery , 1990 .

[64]  R. Colombo,et al.  Integration of remote sensing data and GIS for accurate mapping of flooded areas , 2002 .

[65]  Piers J. Sellers,et al.  The first International Satellite Land Surface Climatology Project (ISLSCP) Field Experiment - FIFE , 1992 .

[66]  J. C. Price The potential of remotely sensed thermal infrared data to infer surface soil moisture and evaporation , 1980 .

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

[68]  Pamela S. Showalter,et al.  The Use of Remote Sensing in Detecting and Analyzing Natural Hazards and Disasters, 1972-1998: A Partially Annotated Bibliography , 1999 .

[69]  W. Mauser,et al.  Modelling the spatial distribution of evapotranspiration on different scales using remote sensing data , 1998 .

[70]  Gert A. Schultz,et al.  Monthly runoff generation by non-linear model using multispectral and multitemporal satellite imagery , 1993 .

[71]  C. Puech,et al.  Radar remote sensing of the source areas from the Coët‐Dan catchment , 1998 .

[72]  Hermann Kaufmann,et al.  Lake water quality monitoring using hyperspectral airborne data—a semiempirical multisensor and multitemporal approach for the Mecklenburg Lake District, Germany , 2002 .

[73]  G. Rondeaux,et al.  Optimization of soil-adjusted vegetation indices , 1996 .

[74]  R. Jordans,et al.  Multiplatform optical monitoring of eutrophication in temporally and spatially variable lakes. , 2003, The Science of the total environment.

[75]  E. Njoku,et al.  Passive microwave remote sensing of soil moisture , 1996 .

[76]  Z. Wan,et al.  Using MODIS Land Surface Temperature and Normalized Difference Vegetation Index products for monitoring drought in the southern Great Plains, USA , 2004 .

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

[78]  F. Kogan,et al.  Drought Monitoring and Corn Yield Estimation in Southern Africa from AVHRR Data , 1998 .

[79]  Albert Rango,et al.  Application of remote sensing methods to hydrology and water resources , 1994 .

[80]  M. Baumgartner,et al.  Remote sensing and geographic information systems , 1996 .

[81]  Yong Wang,et al.  An efficient method for mapping flood extent in a coastal floodplain using Landsat TM and DEM data , 2002 .

[82]  Lokesh Chaturvedi,et al.  Multispectral Remote Sensing of Saline Seeps , 1983, IEEE Transactions on Geoscience and Remote Sensing.

[83]  J. Froidefond,et al.  Spectral remote sensing reflectances of coastal waters in French Guiana under the Amazon influence , 2002 .

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

[85]  S. A. Briggs,et al.  Fast maximum likelihood classification of remotely-sensed imagery , 1987 .

[86]  C. Chatterjee,et al.  Delineation of surface waterlogged areas in parts of bihar using IRS-1C LISS-III data , 2003 .

[87]  R. Kaur,et al.  Ground validation of an algorithm for estimating surface suspended sediment concentrations from multi-spectral reflectance data , 1999 .

[88]  T. K. Ghosh,et al.  Investigation of drought through digital analysis of satellite data and geographical information systems , 1997 .

[89]  Witold F. Krajewski,et al.  Three-dimensional aspects of radiative transfer in remote sensing of precipitation: Application to the 1986 COHMEX storm , 1994 .

[90]  T. Jackson,et al.  Remote sensing applications to hydrology: soil moisture , 1996 .

[91]  W. Bastiaanssen Remote sensing in water resources management: the state of the art. , 1998 .

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

[93]  T. Schmugge,et al.  Remote sensing in hydrology , 2002 .

[94]  Fangju Wang,et al.  Fuzzy supervised classification of remote sensing images , 1990 .

[95]  T. J. Lyons,et al.  Estimation of land surface parameters using satellite data , 1995 .

[96]  Nepal Singh,et al.  Role of satellite remote sensing for monitoring of surface water resources in an arid environment , 1989 .

[97]  P. Swain,et al.  Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data , 1990 .

[98]  Wheat crop inventory using high spectral resolution irs-p3 mos-b spectrometer data , 1999 .

[99]  Dorothy K. Hall,et al.  Remote sensing applications to hydrology: imaging radar , 1996 .

[100]  A. Bondeau,et al.  Combining agricultural crop models and satellite observations: from field to regional scales , 1998 .

[101]  G. Schultz Remote sensing applications to hydrology: runoff , 1996 .

[102]  W. Esaias,et al.  Algorithm development for recovering chlorophyll concentrations in the Chesapeake Bay using aircraft remote senging, 1989-91 , 1995 .

[103]  Prasad S. Thenkabail,et al.  Biophysical and yield information for precision farming from near-real-time and historical Landsat TM images , 2003 .

[104]  W. Krajewski,et al.  Satellite estimation of precipitation over land , 1996 .

[105]  Manfred Ehlers,et al.  Integration of remote sensing and GIS: Data and data access , 1991 .

[106]  W. Bastiaanssen,et al.  A remote sensing surface energy balance algorithm for land (SEBAL). , 1998 .

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

[108]  Jeff Dozier,et al.  Automated Mapping of Montane Snow Cover at Subpixel Resolution from the Landsat Thematic Mapper , 1996 .

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

[110]  Edwin T. Engman,et al.  Remote sensing applications to hydrology: future impact , 1996 .

[111]  C. Mobley,et al.  Hyperspectral remote sensing for shallow waters. I. A semianalytical model. , 1998, Applied optics.

[112]  Xixi Lu,et al.  Application of Remote Sensing in Flood Management with Special Reference to Monsoon Asia: A Review , 2004 .

[113]  M. S. Rasmussen Operational yield forecast using AVHRR NDVI data: reduction of environmental and inter-annual variability , 1997 .

[114]  K. R. Manjunath,et al.  Growth profile based crop yield models: A case study of large area wheat yield modelling and its extendibility using atmospheric corrected NOAA AVHRR data , 2003 .

[115]  U. C. Kothyari,et al.  Soil moisture estimation using ERS 2 SAR data: a case study in the Solani River catchment/Estimation de l’humidité du sol grâce à des données ERS-2 SAR: étude de cas dans le bassin de la rivière Solani , 2004 .

[116]  C. Mobley,et al.  Hyperspectral remote sensing for shallow waters. 2. Deriving bottom depths and water properties by optimization. , 1999, Applied optics.

[118]  D. Jupp,et al.  The current and potential operational uses of remote sensing to aid decisions on drought exceptional circumstances in Australia: a review , 1998 .

[119]  Nguyen Thanh Long,et al.  FLOOD MONITORING OF MEKONG RIVER DELTA, VIETNAM USING ERS SAR DATA , 2001 .

[120]  L. F. Curtis,et al.  Introduction to Environmental Remote Sensing. , 1978 .

[121]  Robert P. Bukata,et al.  Digitally processed satellite data as a tool in detecting potential groundwater flow systems , 1992 .

[122]  Alan H. Strahler,et al.  The Use of Prior Probabilities in Maximum Likelihood Classification , 1980 .

[123]  A. Sorman,et al.  Monitoring snow-covered areas using NOAA-AVHRR data in the eastern part of Turkey , 2002 .