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Mapping ocean sediments by RBF networks

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Abstract
Interpolation of sparse measurements of ocean-sediment properties by generalized radial basis function (RBF) networks is proposed. An RBF
 
network is able to generate a continuous smooth approximation for sediment properties as a function of the x-y-z position, where z is the sediment depth. Advantages and disadvantages of the method are discussed, from both a physical and a computational viewpoint. An example using sediment density data obtained by sparse core measurements in a region of the Mediterranean Sea is presented.
 

URI
http://hdl.handle.net/20.500.12489/209

Report Number
SM-256

Collections
  • Technical Reports

Date
1992/09

Author(s)
Caiti, Andrea
; 
Parisini, T.

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SM-256-UU.pdf (2.328Mb)

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