The application of spatial stratified sampling in remote sensing monitoring of forest cover

ZHANG Xiaowei, SHE Guanghui, WEN Xiaorong, LIN Guozhong, CAO Lin, LUO Yang

Journal of Nanjing Forestry University (Natural Sciences Edition) ›› 2012, Vol. 36 ›› Issue (03) : 81-84.

PDF(797507 KB)
PDF(797507 KB)
Journal of Nanjing Forestry University (Natural Sciences Edition) ›› 2012, Vol. 36 ›› Issue (03) : 81-84. DOI: 10.3969/j.jssn.1000-2006.2012.03.017

The application of spatial stratified sampling in remote sensing monitoring of forest cover

  • ZHANG Xiaowei1,2, SHE Guanghui2*, WEN Xiaorong2, LIN Guozhong2, CAO Lin2, LUO Yang3
Author information +
History +

Abstract

In this paper, we selected the forest cover per hectare in Huaxi district, Guiyang city as an example to explore the application of spatial stratified sampling for forest resources. By using the information from SPOT5 image as foundation, a 100 m×100 m sampling frame was constructed, the information extracted from SPOT5 image were used to make priori sampling. The results showed that there is significant spatial autocorrelation of the forest cover per hectare from Moran’s I. The result of ordinary Kriging interpolation is used as the auxiliary factor to stratify. Our research initially show that spatial stratified sampling is more efficient compared with classic sampling or spatial random sampling.

Cite this article

Download Citations
ZHANG Xiaowei, SHE Guanghui, WEN Xiaorong, LIN Guozhong, CAO Lin, LUO Yang. The application of spatial stratified sampling in remote sensing monitoring of forest cover[J]. Journal of Nanjing Forestry University (Natural Sciences Edition). 2012, 36(03): 81-84 https://doi.org/10.3969/j.jssn.1000-2006.2012.03.017

References

[1] 李金昌.应用抽样技术[M].北京:科学出版社,2006.
[2] 廖桂宗,彭世揆.试验设计与抽样技术[M].北京:中国林业出版社,1993.
[3] 贾云奇.系统抽样法在更新造林成活率调查中的应用[J].东北林业大学学报,1989,17(2):84-87.
[4] 于峰,张彬,代启光.简述系统抽样在三类调查中的应用[J].林业勘查设计,2003(2):41.
[5] 向小芹.分层抽样法在退耕还林工程水土流失监测中的应用[J].陕西林业科技,2006(2):9-11.
[6] 肖银松.“3S”及抽样技术在森林资源动态监测中的应用[J].西南林学院学报,2004,24(2):60-64.
[7] 王劲峰,姜成晟,李连发,等.空间抽样及统计推断[M].北京:科学出版社,2009.
[8] Fisher M, Scholten H J, Unwin D. Spatial Analytical Perspectives on GIS [M]. London: Taylor & Francis, 1996.
[9] Anselin L.Spatial Econometrics: Methods and Models [M]. Dordrecht: Kluwer Academic, 1988.
[10] Haining R P.Spatial Data Analysis: Theory and Practice [M]. Cambridge: Cambridge University, 2003.
[11] Ripley B D.Spatial Statistics [M]. New York: John Wiley & Sons Inc,1981.
[12] Griffith D A.Spatial Autocorrelation and Spatial Filtering[M]. NewYork:Springer, 2003.
[13] Tobler W.A computer movie simulating urban growth in the Detroit region[J]. Economic Geography,1970,46:234-240.
[14] David W S, Wong Jay Lee. Statistics Analysis of Geographic Information with Arc View GIS and ArcGIS [M]. Beijing: China Financial & Economic Publishing House,2008.
[15] 苏姝,林爱文,刘庆华.普通Kriging法在空间内插中的运用[J].江南大学学报,2004,3(1):18-21.
PDF(797507 KB)

Accesses

Citation

Detail

Sections
Recommended
The full text is translated into English by AI, aiming to facilitate reading and comprehension. The core content is subject to the explanation in Chinese.

/