Delineating high-density areas in spatial Poisson fields from strip-transect sampling using indicator geostatistics: Application to unexploded ordnance removal

作者: Hirotaka Saito , Sean A. McKenna

DOI: 10.1016/J.JENVMAN.2006.05.002

关键词:

摘要: An approach for delineating high anomaly density areas within a mixture of two or more spatial Poisson fields based on limited sample data collected along strip transects was developed. All sampled anomalies were transformed to count and indicator kriging used estimate the probability exceeding threshold value derived from cdf background homogeneous field. The determined so that delineation high-density optimized. Additionally, low-pass filter applied transect enhance such segmentation. Example calculations completed using controlled military model site, in which accurate clusters unexploded ordnance (UXO) required site cleanup.

参考文章(27)
S. Rouhani, Geostatistical Estimation: Kriging ASTM International. ,(1996) , 10.1520/STP16111S
P GOOVAERTS, R. WEBSTER, J. - P. DUBOIS, Assessing the risk of soil contamination in the Swiss Jura using indicator geostatistics Environmental and Ecological Statistics. ,vol. 4, pp. 31- 48 ,(1997) , 10.1023/A:1018505924603
Clayton V. Deutsch, Kriging with strings of data Mathematical Geosciences. ,vol. 26, pp. 623- 638 ,(1994) , 10.1007/BF02089245
Hirotaka Saito, Sean A. McKenna, D. A. Zimmerman, Timothy C. Coburn, Geostatistical interpolation of object counts collected from multiple strip transects: Ordinary kriging versus finite domain kriging Stochastic Environmental Research and Risk Assessment. ,vol. 19, pp. 71- 85 ,(2005) , 10.1007/S00477-004-0207-3
George Christakos, Dionissios T. Hristopulos, Stochastic Indicators for Waste Site Characterization Water Resources Research. ,vol. 32, pp. 2563- 2578 ,(1996) , 10.1029/96WR01393
Simon Byers, Adrian E. Raftery, Nearest-Neighbor Clutter Removal for Estimating Features in Spatial Point Processes Journal of the American Statistical Association. ,vol. 93, pp. 577- 584 ,(1998) , 10.1080/01621459.1998.10473711
Chih-Hsiang Ho, Nonhomogeneous Poisson model for volcanic eruptions Mathematical Geosciences. ,vol. 23, pp. 167- 173 ,(1991) , 10.1007/BF02066293
Clayton V. Deutsch, Kriging in a finite domain Mathematical Geosciences. ,vol. 25, pp. 41- 52 ,(1993) , 10.1007/BF00890674