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8        Modern Spatiotemporal Geostatistics —  Chapter 1






































        Figure  1.6.  A  health  damage  indicator  map (number  of  representative recep-
                            2
              tors  affected/km )  showing damage due to  ozone exposure in the New
              York  City-Philadelphia  area  on  July  20,  1995  (from  Christakos and
              Kolovos,  1999).

            Mapping  applications  also  are  abundant  in  the  chemical,  nuclear,  and
        petroleum  engineering  fields.

        EXAMPLE  1.7:  Maps representing a type  of  material  (e.g.,  chemical element)
        and the amount  (e.g., concentration)  of the  material on a surface as a function
        of  time  are becoming  increasingly important  for  determining  inhomogeneities
        on  and  in  solids  (Schwedt,  1997).  Nuclear waste  facilities  are  interested  in
        maps  showing the  migrations  and activities  of  materials encapsulated in  con-
        crete  barrels (Louvar  and  Louvar,  1998).  The  oil  industry  produces series  of
        geological  maps based  on  reflection  seismic data for  exploration  and  develop-
        ment  purposes,  etc.  (Doveton,  1986).
            Many  applications  in  which  mapping  plays  a vital  role  can  be  found  in
        medical  sciences  and  in  genetic  engineering.
        EXAMPLE  1.8:  Simulated spatiotemporal cell fields representing human organs
        damaged  by exposure to  chemical agents and other  pollutants  are increasingly
        important  in environmental  health studies (Christakos and Hristopulos,  1998).
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