Integrated spatial sampling modeling of geospatial data

Science in China, Series D: Earth Sciences

Volumn 47, Issue 3, 2004, Pages 201-208

  Li, Lianfa ^a   Wang, Jinfeng ^a  

^a INSTITUTE OF GEOGRAPHIC SCIENCES AND NATURAL RESOURCES RESEARCH   (China)

Author keywords

Component object; General integrated modeling; Practical application; Spatial sampling

Indexed keywords

CORRELATION METHODS; COST EFFECTIVENESS; CULTIVATION; INTEGRATION; SAMPLING;

COMPONENT OBJECT MODELS (COM); GEOSPATIAL DATA; SPATIAL SAMPLING;

GEOLOGY;

DATA ASSIMILATION; DATA PROCESSING; LAND COVER; NATURAL DISASTER; SPATIAL DATA;

EID: 2942571057     PISSN: 10069313     EISSN: None     Source Type: Journal    
DOI: 10.1360/02YD0161     Document Type: Article

References (24)

1. Cochran, W. G., Sampling Techniques, New York: John Wiley & Sons, 1977.
2. Kish, L., Survey Sampling, New York: John Wiley & Sons, 1985, 1-114.
3. Feng, S., Shi, X., Sampling Survey-Theory, Method and Practice (in Chinese), Shanghai: Shanghai Science and Technology Press, 1996.
4. Cressie, N., Statistics for Spatial Data, New York: John Wiley & Sons, 1991.
5. Haining, R., Spatial Data Analysis in the Social and Environmental Sciences, Cambridge: Cambridge University Press, 1991, 171-195.
6. Wang, J., Li, L., Ge, Y. et al., A theoretic framework for spatial analysis, Acta Geographica Sinica (in Chinese), 2000, 55(1): 92-103.
7. Chen, S., Systematic adjustment on the natural resources and environment, in Geo-science Exploratory-Geographical Information System (in Chinese), Vol. 4, Beijing: Science Press, 1992.
8. Ignacio, R. I., Mejia, M. J., The design of rainfall networks in time and space, Water Resources Research, 1974, 10: 713-728.
9. Wang, J., Wise, S., Haining, R., Spatial sampling design of earthquake, flood and drought hazards in China, Progress in Natural Science (in Chinese), 1999, 9(4): 336-341.
10. Wang, J., Wise, S., Haining, R., An integrated regionalization of earthquake, flood and drought hazards in China, Transactions in GIS, 1997, 2(1): 25-44.
11. Journel, A., Huijbregts, C. H., Mining Geostatistics, London: Academic Press, 1978.
12. Isaaks, E., Srivastava, R., Applied Geostatistics, Oxford: Oxford University Press, 1989.
13. Peter, M. A., Geographical information science: Geostatistics and uncertainty, Progress in Physical Geography, 1999, 23(1): 134-142.
14. Atkinson, P. M., Emery, D. R., Exploring the relation between spatial structure and wavelength: Implications for sampling reflectance in the field, International Journal of Remote Sensing, 1999, 20(13): 2663-2678.
15. Wang, J., Liu, J., Zhuang, D. et al., Spatial sampling design for monitoring the area of cultivated land, International Journal of Remote Sensing, 2002, 23(2): 263-284.
16. Zhao, X., The Quantitative Survey of Remote Sensing in Forestry (in Chinese), Beijing: China Forestry Press, 1997.
17. Wu, B., Operational remote sensing methods for agriculture statistics, Acta Geographica Sinica (in Chinese), 2000, 55(1): 25-35.
18. He, H., Xiao, M., Sheng, H., Sampling design of survey on city depositors for the China People's Bank, Statistics and Management (in Chinese), 1999, 18(7): 45-53
19. Haining, R., Estimating spatial means with an application to remote sensing data, Commun. Statist. -Theory Method, 1988, 17(2): 537-597.
20. Dale, R., Inside COM, Washington: Microsoft Press, 1997.
21. Haining, R., GIS and spatial analysis, Beijing: Lecture Series in Chinese Academy of Sciences, 1999.
22. Li, J., The comprehensive introduction to pattern recognition, Beijing: Higher Education Press, 1998: 101-162.
23. Ord, J., Getis, A., Local spatial autocorrelation statistics: Distributional issues and applications, Geographical Analysis (in Chinese), 1995, 27: 286-306.
24. Zhang, C., Zhang, S., He, J., Spatial distribution characteristics of heavy metals in the sediments of Changjiang River system, Acta Geographica Sinica (in Chinese), 1998, 53(1): 87-96.