tang yunwei,  zhang jingxiong. area-to -point  cokrigin g and multiple -point  geostatistical simulation  for remotely sensed  image fusion[J]. Geomatics and Information Science of Wuhan University, 2014, 39(7): 856-861.
Citation: tang yunwei,  zhang jingxiong. area-to -point  cokrigin g and multiple -point  geostatistical simulation  for remotely sensed  image fusion[J]. Geomatics and Information Science of Wuhan University, 2014, 39(7): 856-861.

area-to -point  cokrigin g and multiple -point  geostatistical simulation  for remotely sensed  image fusion

  • a method for  remotel y sensed  image fusion was developed based on the  theor y of multiple point  geostatistics mpg.the aim was to  increase  the  spatial  resolution of  the  fused  image using mpg-based simulation.a spatial  correlation model in  the  form of  a trainin g image is  incor porated  insimulation and then a pattern-based decision rule  is  applied  to  facilitate  re production of  similar  localpatterns  in  simulated  images.area-to-point  cokri gingatpckwas used as  a simulation  constraintto  solve  the  change-of-support  problem.the method was tested  on landsat etm+images.resultssuggest  that atpck-mpg can achieve  a more accurate  result  than simulations  that  do not account  fordifferent  data supports.this method can be applied  for  conflation of  other  types  of  spatial  data aswell.
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