Smooth Pycnophylactic Interpolation for Geographical Regions

作者: Waldo R. Tobler

DOI: 10.1080/01621459.1979.10481647

关键词: Partial differential equationMathematical analysisContour linePopulationInterpolationDensity estimationBoundary value problemFinite difference methodNumerical analysisMathematicsStatistics, Probability and UncertaintyStatistics and Probability

摘要: Abstract Census enumerations are usually packaged in irregularly shaped geographical regions. Interior values can be interpolated for such regions, without specification of “control points,” by using an analogy to elliptical partial differential equations. A solution procedure is suggested, finite difference methods with classical boundary conditions. In order estimate densities, additional nonnegativity condition required. Smooth contour maps, which satisfy the volume preserving and constraints, illustrate method actual data. It suggested that may used convert observations from one bureaucratic partitioning a area another.

参考文章(41)
Liliana I. Boneva, David Kendall, Ivan Stefanov, Spline Transformations: Three New Diagnostic Aids for the Statistical Data-Analyst Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 33, pp. 1- 37 ,(1971) , 10.1111/J.2517-6161.1971.TB00855.X
B. R. Frieden, Image enhancement and restoration Picture Processing and Digital Filtering. ,vol. 6, pp. 177- 248 ,(1979) , 10.1007/3-540-09339-7_19
I. J. Schoenberg, Cardinal Spline Interpolation ,(1987)
Larry L. Schumaker, Fitting surfaces to scattered data Defense Technical Information Center. ,(1976) , 10.21236/ADA027870
C. L. Lawson, Software for C1 Surface Interpolation Mathematical Software#R##N#Proceedings of a Symposium Conducted by the Mathematics Research Center, the University of Wisconsin–Madison, March 28–30, 1977. pp. 161- 194 ,(1977) , 10.1016/B978-0-12-587260-7.50011-X
Avinash C. Kak, Azriel Rosenfeld, Digital Picture Processing ,(1976)
David Young, Iterative methods for solving partial difference equations of elliptic type Transactions of the American Mathematical Society. ,vol. 76, pp. 92- 111 ,(1954) , 10.1090/S0002-9947-1954-0059635-7
Arthur Howard Robinson, Elements of Cartography ,(1953)