Browse > Article
http://dx.doi.org/10.5351/KJAS.2012.25.5.733

Determination of Sampling Unit Size for Cultivation Area Survey using Remote Sensing Technology  

Park, Jin-Woo (Department of Applied Statistics, University of Suwon)
Shin, Gi-Eun (Department of Information and Statistics, Chungnam National University)
Lee, Suk-Hoon (Department of Information and Statistics, Chungnam National University)
Byun, Jong-Seok (Department of Applied Statistics, Hanshin University)
Publication Information
The Korean Journal of Applied Statistics / v.25, no.5, 2012 , pp. 733-741 More about this Journal
Abstract
The successful launch of Arirang satellites allow the acquisition of high resolution satellite imagery of Korean territory and enables the transition from the conventional cultivation area survey method to new image based methods adopted in advanced nations. In this study, we suggested reasonable sizes of the primary sampling unit and the secondary sampling unit for the satellite imagery based sampling design in 8 provinces preselected for this research. The PSU size was determined mainly in consideration of intracorrelation that shows the degree of homogeneity within each cluster and the efficiency of the image process. For the SSU size, we considered the relative standard error and the differences between the land cover maps produced by the Ministry of Environment and the satellite imagery processed by the National Statistical Office.
Keywords
Land cover map; remote sensing; satellite imagery; sampling unit; cluster; intracluster correlation coefficient; relative standard error;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Davies, C. (2009). Area frame design for agricultural surveys, USDA.
2 Galleo, F. J. and Delince, J. (2010). The European Land Use and Cover Area-Frame Statistical Survey(LUCAS), In: R. Benedetti, M. Bee, G. Espa, F. Piersimoni (eds.), Agriclutural Survey Methods, John Wiley & Sons, Ltd.
3 Kish, L. (1965). Survey Sampling, Wiley.
4 Matern, B. (1980). Spatial Variation, Springer-Verlag.
5 Ministry of Environment (2002). A Study to Construct Land Cover Map using Satellite Image.
6 National Agricultural Products Quality (2007). Guideline of the National Cultivated Land Survey.
7 Statistics Korea (2008). Development of Cultivated Land Survey Method using Remote Sensing Technology.
8 Statistics Korea (2009). ISP to Construct Cultivated Land Survey System.
9 Yfantis, E. A., Flatman, G. T. and Behar, J. V. (1987). Efficiency of kriging estimates for square, triangular and hexagonal grids, Mathematical Geology, 19, 183-205.   DOI