Advances in Data-Based Approaches for Hydrologic Modeling by Bellie Sivakumar, Ronny Berndtsson

By Bellie Sivakumar, Ronny Berndtsson

This booklet comprehensively bills the advances in data-based methods for hydrologic modeling and forecasting. 8 significant and preferred ways are chosen, with a bankruptcy for every -- stochastic tools, parameter estimation thoughts, scaling and fractal tools, distant sensing, man made neural networks, evolutionary computing, wavelets, and nonlinear dynamics and chaos tools. those methods are selected to handle a variety of hydrologic process features, approaches, and the linked difficulties. every one of those 8 techniques encompasses a complete evaluation of the basic ideas, their purposes in hydrology, and a dialogue on capability destiny instructions.

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B. Sivakumar, R. Berndttson, J. Olsson and K. Jinno, Hydrol. Sci. , 131 (2001). 176. B. Sivakumar, S. Sorooshian, H. V. Gupta and X. Gao, Water Resour. , 61 (2001). 177. A. Elshorbagy, S. P. Simonovic and U. S. Panu, J. , 123 (2002). 178. B. Faybishenko, Adv. , 793 (2002). 179. B. Sivakumar and A. W. Jayawardena, Hydrol. Sci. , 405 (2002). 180. Y. Zhou, Z. Ma and L. Wang, J. , 100 (2002). 181. S. K. Regonda, B. Sivakumar and A. Jain, Hydrol. Sci. , 373 (2004). 182. B. Sivakumar, Chaos Solitons Fractals, 441 (2004).

Foufoula-Georgiou, J. , 3 (1996). 150. P. Kumar and E. Foufoula-Georgiou, Rev. , 385 (1997). 151. D. Labat, R. Ababou and A. Mangin, J. , 149 (2000). 152. M. Bayazit, B. Önöz and H. Aksoy, Hydrol. Sci. , 623 (2001). 153. T. W. Kim and J. B. Valdes, ASCE J. Hydrol. , 319 (2003). 154. H. Aksoy, T. Akar and N. E. Unal, Nord. , 165 (2004). 155. J. Sujono, S. Shikasho and K. Hiramatsu, Hydrol. , 403 (2004). 16 B. Sivakumar and R. Berndtsson 156. P. Coulibaly and D. H. Burn, Water Resour. 1029/2003WR002667 (2006).

Aytek and Ö. Kişi, J. , 288 (2008). 145. G. Tayfur and T. Moramarco, J. , 77 (2008). 146. X. Zhang, R. Srinivasan and D. Bosch, J. , 307 (2009). 147. P. Kumar and E. Foufoula-Georgiou, Water Resour. , 2515 (1993). 148. P. Kumar, J. Geophys. , 393 (1996). 149. V. Venugopal and E. Foufoula-Georgiou, J. , 3 (1996). 150. P. Kumar and E. Foufoula-Georgiou, Rev. , 385 (1997). 151. D. Labat, R. Ababou and A. Mangin, J. , 149 (2000). 152. M. Bayazit, B. Önöz and H. Aksoy, Hydrol. Sci. , 623 (2001). 153.

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