Time Trend Estimation for a Geographic Region

作者: Knut Sølna , Paul Switzer

DOI: 10.1080/01621459.1996.10476927

关键词: Trend estimationStatistical modelChange over timeGeologyGeographic regionsEstimationSteppeField (geography)GeodesyPosition (vector)Statistics

摘要: Abstract We discuss a framework for estimation of temporal trend an evolving spatial field. The field is regularly sampled in time at arbitrary monitoring locations whose position may change over time. and the quantification error derives from probabilistic model. illustrate with example involving surface temperature steppe region eastern Europe.

参考文章(11)
Shahrokh Rouhani, Hans Wackernagel, Multivariate geostatistical approach to space‐time data analysis Water Resources Research. ,vol. 26, pp. 585- 591 ,(1990) , 10.1029/WR026I004P00585
C.R. Dietrich, Computationally efficient cholesky factorization of a covariance matrix with block toeplitz structure Journal of Statistical Computation and Simulation. ,vol. 45, pp. 203- 218 ,(1993) , 10.1080/00949659308811481
Noel Cressie, An approach to statistical spatial-temporal modeling of meteorological fields - Comment Journal of the American Statistical Association. ,vol. 89, pp. 368- 378 ,(1994) , 10.2307/2290833
Ignacio Rodríguez-Iturbe, José M. Mejía, The design of rainfall networks in time and space Water Resources Research. ,vol. 10, pp. 713- 728 ,(1974) , 10.1029/WR010I004P00713
Shahrokh Rouhani, M.Reza Ebrahimpour, Imran Yaqub, Ernesto Gianella, Multivariate geostatistical trend detection and network evaluation of space-time acid deposition data—I. Methodology Atmospheric Environment. Part A. General Topics. ,vol. 26, pp. 2603- 2614 ,(1992) , 10.1016/0960-1686(92)90112-X
Philip J. Brown, Nhu D. Le, James V. Zidek, Multivariate spatial interpolation and exposure to air pollutants Canadian Journal of Statistics-revue Canadienne De Statistique. ,vol. 22, pp. 489- 509 ,(1994) , 10.2307/3315406
Paul D. Sampson, Peter Guttorp, Nonparametric Estimation of Nonstationary Spatial Covariance Structure Journal of the American Statistical Association. ,vol. 87, pp. 108- 119 ,(1992) , 10.1080/01621459.1992.10475181
Michael Stein, A simple model for spatial-temporal processes Water Resources Research. ,vol. 22, pp. 2107- 2110 ,(1986) , 10.1029/WR022I013P02107
Noel A. C. Cressie, Noel A. C. Cressie, Statistics for spatial data ,(1991)