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Original Articles

Geostatistical modelling of spatial uncertainty using p -field simulation with conditional probability fields

Pages 167-178 | Published online: 10 Nov 2010

References

  • BIELSKI , C. M. and CAVAYAS , F. Filling in the holes estimating missing data for deriving land cover classifications . Proceedings of the International Symposium on Spatial Data Quality '99 . pp. 595 – 604 . Hong Kong Polytechnic University .
  • BURROUGH , P. and MCDONNELL , R. A. 1998 . Principles of Geographical Information Systems , Oxford : Oxford University Press .
  • DE BRUIN , S. 2000 . Predicting the areal extent of land-cover types using classified imagery and geostatistics . Remote Sensing of Environment , 74 : 387 – 396 .
  • DEUTSCH , C. V. 1998 . Fortran programs for calculating connectivity of three-dimensional numerical models and for ranking multiple realizations . Computers & Geosciences , 24 : 69 – 76 .
  • DEUTSCH , C. V. and JOURNEL , A. G. 1998 . GSLIB: Geostatistical Software Library and User's Guide , 2nd edn , New York : Oxford University Press .
  • DUNGAN , J. L. 1998 . Spatial prediction of vegetation quantities using ground and image data . International Journal of Remote Sensing , 19 : 267 – 285 .
  • FROIDEVAUX , R. 1993 . “ Probability field simulation ” . In Geostatistics Tróia '92 , Edited by: Soares , A. 73 – 84 . Dordrecht : Kluwer Academic Publishers .
  • GOODCHILD , M. F. 1996 . “ The application of advanced information technology in assessing environmental impacts ” . In Applications of GIS to the Modeling of Non-Point Source Pollutants in the Vadoze Zone , SSSA Special Publication No. 48 Edited by: Corwin , D. L. and Loague , K. 1 – 17 . Madison : Soil Science Society of America .
  • GOOVAERTS , P. 1994 . Comparative performance of indicator algorithms for modeling conditional probability distribution functions . Mathematical Geology , 26 : 389 – 411 .
  • GOOVAERTS , P. 1997 . Geostatistics for Natural Resources Evaluation , New York : Oxford University Press .
  • GOOVAERTS , P. 1999 . Impact of the simulation algorithm, magnitude of ergodic fluctuations and number of realizations on the spaces of uncertainty of flow properties . Stochastic Environmental Research and Risk Assessment , 13 : 161 – 182 .
  • HEUVELINK , G. B. M. 1998 . Error Propagation in Environmental Modeling with GIS , London : Taylor & Francis .
  • JOURNEL , A. G. 1983 . Non-parametric estimation of spatial distributions . Mathematical Geology , 15 : 445 – 468 .
  • JOURNEL , A. G. 1995 . Probability fields: another look and a proof , Stanford : Stanford Center for Reservoir Forecasting . Research Report
  • JOURNEL , A. G. and YING , Z. 2001 . The theoretical links between sequential Gaussian simulation, Gaussian truncated simulation, and probability field simulation . Mathematical Geology , 33 : 31 – 40 .
  • ROSSI , R. E. , DUNGAN , J. L. and BECK , L. R. 1994 . Kriging in the shadows—geostatistical interpolation for remote sensing . Remote Sensing of Environment , 49 : 32 – 40 .
  • SRIVASTAVA , R. M. Reservoir characterization with probability field simulation . Proceedings of SPE Annual Conference and Exhibition . Washington, D.C.. pp. 927 – 938 . Washington, DC : Society of Petroleum Engineers . number 24753
  • SRIVASTAVA , R. M. 1996 . “ An overview of stochastic spatial simulation ” . In Spatial accuracy assessment in natural resources and environmental sciences: Second international symposium , General Technical Report RM-GTR-277 Edited by: Mowrer , H. T. , Czaplewski , R. L. and Hamre , R. H. 13 – 22 . Fort Collins : Forest Service . US Department of Agriculture

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