Microwave satellite data for hydrologic modeling in ungauged basins

IEEE Geoscience and Remote Sensing Letters

Volumn 9, Issue 4, 2012, Pages 663-667

  Khan, Sadiq I ^a   Hong, Yang ^a   Vergara, Humberto J ^a   Gourley, Jonathan J ^b   Robert Brakenridge, G ^c   De Groeve, Tom ^d   Flamig, Zachary L ^a,b   Policelli, Frederick ^e   Yong, Bin ^f  

^a USA   (United States)

^b NATIONAL SEVERE STORMS LABORATORY   (United States)

^c UNIVERSITY OF COLORADO   (United States)

^d JOINT RESEARCH CENTRE   (Italy)

^e NASA GODDARD SPACE FLIGHT CENTER   (United States)

^f HOHAI UNIVERSITY   (China)

Author keywords

Digital elevation models (DEMS); Distributed hydrologic modeling; Floods; Passive microwave sensors; Satellite remote sensing

Indexed keywords

ADVANCED MICROWAVE SCANNING RADIOMETER FOR EARTH OBSERVING SYSTEMS; AQUA SATELLITES; DATA SETS; DIGITAL ELEVATION MODEL; DISTRIBUTED HYDROLOGIC MODEL; FLOOD FREQUENCY; FLOOD MONITORING; HYDROLOGIC MODELING; HYDROLOGIC MODELS; IN-SITU MEASUREMENT; MICROWAVE SATELLITE DATA; MODEL PERFORMANCE; PASSIVE MICROWAVE SENSORS; PEARSON CORRELATION COEFFICIENTS; RIVER DISCHARGE; SATELLITE REMOTE SENSING; STRUCTURAL DATA; TROPICAL RAINFALL MEASURING MISSIONS; UNGAUGED BASINS; VALIDATION PERIODS; WATER SURFACE;

CORRELATION METHODS; FLOODS; MATHEMATICAL MODELS; MICROWAVE SENSORS; NASA; REMOTE SENSING;

SATELLITES;

EID: 84861198461     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2011.2177807     Document Type: Article

References (37)

1. S. Calmant and F. Seyler, "Continental surface waters from satellite altimetry," Comptes Rendus Geosci., vol. 338, no. 14/15, pp. 1113-1122, Nov./Dec. 2006. (Pubitemid 44801270)
2. A. Shiklomanov, R. Lammers, and C. Vorosmarty, "Widespread decline in hydrological monitoring threatens pan-Arctic research," EOS Trans. AGU, vol. 83, no. 2, p. 13, 2002.
3. M. Sivapalan, "Prediction in ungauged basins: A grand challenge for theoretical hydrology," Hydrol. Process., vol. 17, no. 15, pp. 3163-3170, Oct. 2003.
4. E. Stokstad, "HYDROLOGY: Scarcity of rain, stream gages threatens forecasts," Science, vol. 285, no. 5431, pp. 1199-1200, 1999. (Pubitemid 29398586)
5. M. Salvia, F. Grings, P. Ferrazzoli, V. Barraza, V. Douna, P. Perna, and H. Karszenbaum, "Estimating flooded area and mean water level using active and passive microwaves: The example of Paran River delta floodplain," Hydrol. Earth Syst. Sci. Discuss., vol. 8, no. 2, pp. 2895-2928, 2011.
6. G. Artan, H. Gadain, J. Smith, K. Asante, C. Bandaragoda, and J. Verdin, "Adequacy of satellite derived rainfall data for stream flow modeling," Nat. Hazards, vol. 43, no. 2, pp. 167-185, 2007. (Pubitemid 47555147)
7. A. Harris and F. Hossain, "Investigating the optimal configuration of conceptual hydrologic models for satellite-rainfall-based flood prediction," IEEE Geosci. Remote Sens. Lett., vol. 5, no. 3, pp. 532-536, Jul. 2008.
8. Y. Hong, R. Adler, F. Hossain, S. Curtis, and G. Huffman, "A first approach to global runoff simulation using satellite rainfall estimation," Water Resources Res., vol. 43, p. W08502, 2007.
9. S. I. Khan, Y. Hong, J. Wang, K. K. Yilmaz, J. J. Gourley, R. F. Adler, G. R. Brakenridge, F. Policelli, S. Habib, and D. Irwin, "Satellite remote sensing and hydrologic modeling for flood inundation mapping in Lake Victoria basin: Implications for hydrologic prediction in ungauged basins," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 1, pp. 85-95, Jan. 2011.
10. F. Su, Y. Hong, and D. Lettenmaier, "Evaluation of TRMM Multisatellite Precipitation Analysis (TMPA) and its utility in hydrologic prediction in the La Plata Basin," J. Hydrometeorol., vol. 9, no. 4, pp. 622-640, 2008.
11. M. Temimi, R. Leconte, F. Brissette, and N. Chaouch, "Flood and soil wetness monitoring over the Mackenzie River basin using AMSR-E 37 GHz brightness temperature," J. Hydrol., vol. 333, no. 2, pp. 317-328, Feb. 2007. (Pubitemid 46053962)
12. G. R. Brakenridge, S. V. Nghiem, E. Anderson, and R. Mic, "Orbital microwave measurement of river discharge and ice status," Water Resources Res., vol. 43, p. W04405, 2007.
13. S. J. Birkinshaw, G. M. O'Donnell, P. Moore, C. G. Kilsby, H. J. Fowler, and P. A. M. Berry, "Using satellite altimetry data to augment flow estimation techniques on the Mekong river," Hydrol. Process., vol. 24, no. 26, pp. 3811-3825, Dec. 2010.
14. T. De Groeve, "Flood monitoring and mapping using passive microwave remote sensing in Namibia," Geomatics Nat. Hazards Risk, vol. 1, no. 1, pp. 19-35, 2010.
15. M. Temimi, H. Ghedira, and R. Khanbilvardi, "Flood and discharge monitoring during the 2008 Iowa flood using AMSR-E data," in Proc. IEEE IGARSS, 2009, pp. V-280-V-283.
16. M. Temimi, T. Lacava, T. Lakhankar, V. Tramutoli, H. Ghedira, R. Ata, and R. Khanbilvardi, "A multi-temporal analysis of AMSR-E data for flood and discharge monitoring during the 2008 flood in Iowa," Hydrol. Process., vol. 25, no. 16, pp. 2623-2634, Jul. 2011.
17. L. Brocca, F. Melone, T. Moramarco, W. Wagner, V. Naeimi, Z. Bartalis, and S. Hasenauer, "Improving runoff prediction through the assimilation of the ASCAT soil moisture product," Hydrol. Earth Syst. Sci., vol. 14, pp. 1881-1893, 2010.
18. A. C. V. Getirana, M. P. Bonnet, S. Calmant, E. Roux, O. C. Rotunno, and W. J. Mansur, "Hydrological monitoring of poorly gauged basins based on rainfall-runoff modeling and spatial altimetry," J. Hydrol., vol. 379, no. 3/4, pp. 205-219, Dec. 2009.
19. S. J. Pereira-Cardenal, N. D. Riegels, P. A. M. Berry, R. G. Smith, A. Yakovlev, T. U. Siegfried, and P. Bauer-Gottwein, "Real-time remote sensing driven river basin modeling using radar altimetry," Hydrol. Earth Syst. Sci., vol. 15, no. 1, pp. 241-254, 2011.
20. Z. Kugler and T. De Groeve, The Global Flood Detection System. Luxembourg: Off. Official Publ. Eur. Communities, 2007.
21. D. L. Kgathi, D. Kniveton, S. Ringrose, A. Turton, C. Vanderpost, J. Lundqvist, and M. Seely, "The Okavango; a river supporting its people, environment and economic development," J. Hydrol., vol. 331, no. 1/2, pp. 3-17, 2006. (Pubitemid 44646446)
22. K. Beven, "On doing better hydrological science," Hydrol. Process., vol. 22, no. 17, pp. 3549-3553, Aug. 2008.
23. L. Pronzato, E. Walter, A. Venot, and J. Lebruchec, "A general-purpose global optimizer: Implementation and applications," Math. Comput. Simul., vol. 26, no. 5, pp. 412-422, Oct. 1984. (Pubitemid 14662677)
24. S. H. Brooks, "A discussion of random methods for seeking maxima," Oper. Res., vol. 6, no. 2, pp. 244-251, 1958.
25. S. I. Khan, P. Adhikari, Y. Hong, H. Vergara, R. F. Adler, F. Policelli, D. Irwin, T. Korme, and L. Okello, "Hydroclimatology of Lake Victoria region using hydrologic model and satellite remote sensing data," Hydrol. Earth Syst. Sci., vol. 15, no. 1, pp. 107-117, 2011.
26. P.Wolski,H.H.G. Savenije,M.Murray-Hudson, andT.Gumbricht, "Modelling of the flooding in the Okavango Delta, Botswana, using a hybrid reservoir-GIS model," J. Hydrol., vol. 331, no. 1/2, pp. 58-72, Nov. 2006.
27. C. Milzow, L. Kgotlhang, P. Bauer-Gottwein, P. Meier, and W. Kinzelbach, "Regional review: The hydrology of the Okavango Delta, Botswanaó processes, data and modelling," Hydrogeol. J., vol. 17, no. 6, pp. 1297-1328, 2009.
28. T. Gumbricht, P. Wolski, P. Frost, and T. McCarthy, "Forecasting the spatial extent of the annual flood in the Okavango Delta, Botswana," J. Hydrol., vol. 290, no. 3/4, pp. 178-191, May 2004. (Pubitemid 38448801)
29. A. Bartsch, M. Doubkova, C. Pathe, D. Sabel, W. Wagner, and P. Wolski, "River flow & wetland monitoring with ENVISAT ASAR global mode in the Okavango Basin and Delta," in Proc. 2nd IASTED Africa Conf., 2008, pp. 152-156.
30. D. A. Hughes, L. Andersson, J. Wilk, and H. H. G. Savenije, "Regional calibration of the Pitman model for the Okavango River," J. Hydrol., vol. 331, no. 1/2, pp. 30-42, Nov. 2006. (Pubitemid 44646448)
31. C. Milzow, P. Krogh, and P. Bauer-Gottwein, "Combining satellite radar altimetry, SAR surface soil moisture and GRACE total storage changes for model calibration and validation in a large ungauged catchment," Hydrol. Earth Syst. Sci. Discuss., vol. 7, pp. 9123-9154, 2010.
32. K. Scipal, C. Scheffler, and W. Wagner, "Soil moisture-runoff relation at the catchment scale as observed with coarse resolution microwave remote sensing," Hydrol. Earth Syst. Sci. Discuss., vol. 2, pp. 417-448, 2005.
33. P. Meier, A. Fromelt, and W. Kinzelbach, "Hydrological real-time modelling in the Zambezi river basin using satellite-based soil moisture and rainfall data," Hydrol. Earth Syst. Sci., vol. 15, pp. 999-1008, 2011.
34. S. Reed, J. Schaake, and Z. Zhang, "A distributed hydrologic model and threshold frequency-based method for flash flood forecasting at ungauged locations," J. Hydrol., vol. 337, no. 3/4, pp. 402-420, Apr. 2007. (Pubitemid 46551138)
35. T. M. Carpenter, J. A. Sperfslage, K. P. Georgakakos, T. Sweeney, and D. L. Fread, "National threshold runoff estimation utilizing GIS in support of operational flash flood warning systems," J. Hydrol., vol. 224, no. 1/2, pp. 21-44, Oct. 1999. (Pubitemid 29485462)
36. D. Alsdorf, E. Rodríguez, and D. Lettenmaier, "Measuring surface water from space," Rev. Geophys., vol. 45, no. 2, p. RG2002, 2007.
37. E. Smith, G. Asrar, Y. Furuhama, A. Ginati, A. Mugnai, K. Nakamura, R. Adler, M.-D. Chou, M. Desbois, J. Durning, J. Entin, F. Einaudi, R. Ferraro, R. Guzzi, P. Houser, P. Hwang, T. Iguchi, P. Joe, R. Kakar, J. Kaye, M. Kojima, C. Kummerow, K.-S. Kuo, D. Lettenmaier, V. Levizzani, N. Lu, A. Mehta, C. Morales, P. Morel, T. Nakazawa, S. Neeck, K. Okamoto, R. Oki, G. Raju, J. Shepherd, J. Simpson, B. Sohn, E. Stocker, W.-K. Tao, J. Testud, G. Tripoli, E. Wood, S. Yang, and W. Zhang, "International Global Precipitation Measurement (GPM) program and mission: An overview," in Measuring Precipitation From Space, vol. 28, V. Levizzani, P. Bauer, and F. J. Turk, Eds. Dordrecht, The Netherlands: Springer-Verlag, 2007, pp. 611-653.