[Application of ordinary Kriging method in entomologic ecology].
Geostatistics is a statistic method based on regional variables and using the tool of variogram to analyze the spatial structure and the patterns of organism. In simulating the variogram within a great range, though optimal simulation cannot be obtained, the simulation method of a dialogue between human and computer can be used to optimize the parameters of the spherical models. In this paper, the method mentioned above and the weighted polynomial regression were utilized to simulate the one-step spherical model, the two-step spherical model and linear function model, and the available nearby samples were used to draw on the ordinary Kriging procedure, which provided a best linear unbiased estimate of the constraint of the unbiased estimation. The sum of square deviation between the estimating and measuring values of varying theory models were figured out, and the relative graphs were shown. It was showed that the simulation based on the two-step spherical model was the best simulation, and the one-step spherical model was better than the linear function model.
Zhang
Runjie
R
Institute of Entomology and State Key Laboratory for Biocontrol, Zhongshan University, Guangzhou 510275, China.
Zhou
Qiang
Q
Chen
Cuixian
C
Wang
Shousong
S
D000465:Algorithms; D000818:Animals; D001699:Biometry / Q000379:methods; D003198:Computer Simulation; D004463:Ecology; D004772:Entomology / Q000379:methods; D007313:Insecta / Q000254:growth & development*; D008954:Models, Biological