816
Views
34
CrossRef citations to date
0
Altmetric
Original Articles

Cellular automata algorithms for drainage network extraction and rainfall data assimilation

Algorithmes d'automates cellulaires pour l'extraction du réseau de drainage et l'assimilation de données pluviométriques

, , , &
Pages 579-592 | Received 03 Oct 2006, Accepted 08 Mar 2007, Published online: 18 Jan 2010

REFERENCES

  • Band , L. E. 1986 . “ Analysis and representation of drainage basin structure with digital elevation data ” . In Proceedings of the Second International Conference on Spatial Data Handling 437 – 450 . New York, , USA : Int. Geogr. Union Williamsville .
  • Coppola , E. , Grimes , D. I. F. , Verdecchia , M. and Visconti , G. 2006 . Validation of improved TAMANN neural network for operational satellite-derived rainfall estimation in Africa. . J. Appl. Met. , 45 ( 11 ) : 1557 – 1572 .
  • Cressman , G. 1959 . An operational objective analysis system. . Mon. Weather Rev. , 87 : 367 – 374 .
  • Fairfield , J. and Leymarie , P. 1991 . Drainage networks from digital elevation models. . Water Resour. Res. , 27 ( 5 ) : 709 – 717 .
  • French , M. N. and Krajewski , W. F. 1994 . A model for real time rainfall forecasting using remote sensing, 1 Formulation. . Water Resour. Res. , 30 ( 4 ) : 1085 – 1094 .
  • Garbrecht , J. and Martz , L. W. 1997 . The assignment of drainage direction over flat surfaces in raster digital elevation models. . J. Hydrol. , 193 : 204 – 213 .
  • Goodrich , D. C. , Lane , L. J. , Shillito , R. M. , Miller , S. N. , Syed , K. H. and Woolhiser , D. A. 1997 . Linearity of basin response as a function of scale in a semiarid watershed. . Water Resour. Res. , 33 : 2951 – 2965 .
  • Grimes , D. I. F. , Coppola , E. , Verdecchia , M. and Visconti , G. 2003 . A neural network approach to real-time rainfall estimation for Africa using Satellite data. . J. Hydromet. , 4 ( 6 ) : 1119 – 1133 .
  • Jenson , S. K. and Domingue , J. O. 1988 . Extracting topographic structure from digital elevation data for geographic information system analysis. . Photogramm. Engng Remote Sens. , 54 ( 11 ) : 1593 – 1600 .
  • Krajewski , W. F. and Smith , J. A. 2002 . Radar hydrology: rainfall estimation. . Adv. Water Resour. , 25 : 1387 – 1394 .
  • Marks , D. , Dozier , J. and Frew , J. 1984 . Automated basin delineation from digital elevation data. . GeoProcessing , 2 : 229 – 311 .
  • Martz , L. W. and De Jong , B. 1988 . Catch: a Fortran program for measuring catchment area from digital elevation models. . Comput. Geosci. , 14 ( 5 ) : 627 – 640 .
  • Martz , L. W. and Garbrecht , J. 1992 . Numerical definition of drainage network and subcatchment areas from digital elevation models. . Comput. Geosci. , 18 ( 6 ) : 747 – 761 .
  • Martz , L. W. and Garbrecht , J. 1993 . Automated extraction of drainage network and watershed data from digital elevation models. . Water Resour. Bull. , 29 ( 6 ) : 901 – 908 .
  • Martz , L. W. and Garbrecht , J. 1995 . Automated recognition of valley lines and drainage networks from grid digital elevation models: a review and a new method comment. . J. Hydrol. , 167 : 393 – 396 .
  • Michaud , J. D. and Sorooshian , S. 1994 . Effect of rainfall-sampling errors on simulations of desert flash floods. . Water Resour. Res. , 30 ( 10 ) : 2765 – 2775 .
  • O'Callaghan , J. F. and Mark , D. M. 1984 . The extraction of drainage networks from digital elevation data. . Comput. Vis. Graph. Image Process. , 28 : 323 – 344 .
  • Packard , N. H. and Wolfram , S. 1985 . Two-dimensional cellular automata. . J. Statist. Phys. , 38 : 901 – 946 .
  • Singh , V. P. 1997 . Effect of spatial and temporal variability in rainfall and watershed characteristics on stream flow hydrograph. . Hydrol. Processes , 11 ( 12 ) : 1649 – 1669 .
  • Todini , E. 2001 . A Bayesian technique for conditioning radar precipitation estimates to rain-gauge measurements. . Hydrol. Earth System Sci. , 5 ( 2 ) : 187 – 199 .
  • Tomassetti , B. , Giorgi , F. , Verdecchia , M. and Visconti , G. 2003 . Regional model simulation of hydrometeorological effects of the Fucino Lake on the surrounding region. . Ann. Geophys. , 21 : 2219 – 2232 .
  • Tomassetti , B. , Coppola , E. , Verdecchia , M. and Visconti , G. 2005 . Coupling a distributed grid based hydrological model and MM5 meteorological model for flooding alert mapping. . EGU Adv. Geosci. , 2 : 59 – 63 .
  • Tribe , A. 1992 . Automated recognition of valley lines and drainage networks from grid digital elevation models: a review and a new method. . J. Hydrol. , 139 : 263 – 293 .
  • Turcotte , R. , Fortin , J. P. , Rousseau , A. N. , Massicotte , S. and Villeneuve , J. P. 2001 . Determination of the drainage structure of a watershed using a digital elevation model and a digital river and lake network. . J. Hydrol. , 240 : 225 – 242 .
  • Van der Linden , S. and Christensen , J. H. 2003 . Improved hydrological modeling for remote regions using a combination of observed and simulated precipitation data. . J. Geophys. Res. , 108 ( D2 ) : 4072 doi:10.1029/2001JD001420
  • Xie , P. P. and Arkin , P. A. 1997 . Global precipitation: a 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs. . Bull. Am. Met. Soc. , 78 : 2539 – 2558 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.