Forest and Grassland Resources Research >
Study on Spatial Balance Sampling of Forest Resources Survey in Haikou
Received date: 2019-01-24
Revised date: 2019-04-18
Online published: 2020-09-22
At present,the sampling method of forest resources survey in China has some disadvantages,such as poor adaptability and strong spatial correlation.With the improvement of investigation accuracy and the change of social and economic conditions,the theory and method of spatial balance sampling (SBS) came into being.In this paper,the performance indexes of sampling accuracy,sampling efficiency and spatial correlation of 3 different sampling schemes of spatial balance sampling and traditional sampling are compared and analyzed by taking Haikou as the research case.The results show that:1) in the simulated sampling of various areas of Haikou,the sampling accuracy from high to low is the spatial balance sampling > system sampling > simple random sampling;2) in the simulated sampling performance evaluation,the spatial correlation,sampling accuracy and sampling efficiency of spatial balance sampling are better than simple random sampling and system sampling.This study aims to explore more economical and applicable methods for forest resource survey,in order to provide scientific basis for forestry development.
Yuanling LI , Zongzhu CHEN , Jinrui LEI , Xiaohua CHEN , Qi YANG , Tingtian WU . Study on Spatial Balance Sampling of Forest Resources Survey in Haikou[J]. Forest and Grassland Resources Research, 2019 , 0(2) : 47 -53 . DOI: 10.13466/j.cnki.lyzygl.2019.02.007
| [1] | 刘三平, 李利, 曾伟生. 关于完善地方森林资源监测体系的思考[J]. 中南林业调查规划, 2011,30(3):1-4. |
| [2] | 曾伟生, 周佑明. 森林资源一类和二类调查存在的主要问题与对策[J]. 中南林业调查规划, 2003,22(4):8-11. |
| [3] | 白降丽, 彭道黎, 庾晓红. 我国森林资源调查技术发展研究[J].山西林业科技, 2005(1):4-7. |
| [4] | 闫飞. 森林资源调查技术与方法研究[D]. 北京:北京林业大学, 2014. |
| [5] | Stehman S V. Basic probability sampling designs for thematic map accuracy assessments[J]. International Journal of Remote Sensing, 1999,20(12):2423-2441. |
| [6] | 冯士雍. 抽样调查理论方法与实践[M]. 上海: 上海科学技术出版社, 1996. |
| [7] | Stevens D L Jr. Variable density grid-based sampling designs for continuous spatial populations[J]. Environmetrics, 1997,8:164-195. |
| [8] | Oakley K L, Thomas L P, Fancy S G. Guidelines for long-term monitoring protocols[J]. Wildlife Society Bulletin, 2003,31(4):1000-1003. |
| [9] | Arthur G, Ord J K. The analysis of spatial association by use of distance statistics[J]. Geographical Analysis, 1992,24(3):189-206. |
| [10] | Mitchell S, Csillag F, Tague C. Advantages of open-source GIS to improve spatial environmental modelling[R] //Proceedings of the Open Source GIS-GRASS users conference.Trento,Italy:Estates Gazette, 2002. |
| [11] | Stevens D L Jr., Olsen A R.Spatially balanced sampling of natural resources[J]. Journal of the American Statistical Association, 2004,99(465):262-278. |
| [12] | Stevens D L Jr, Olsen A R. Variance estimation for spatially balanced samples of environmental resources[J]. Environmetrics, 2003,14:593-610. |
| [13] | Matheron G. Principles of geostatistics[J]. Economic Geology, 1963,58:1246-1266. |
| [14] | 李明阳, 张向阳, 吴文浩, 等. 基于GIS的森林资源调查空间平衡抽样方法研究[J].林业资源管理, 2008(4):137-142. |
| [15] | 李明阳, 吴文浩, 何燕洁. 空间平衡抽样及其在森林资源调查中的应用[J]. 林业调查规划, 2008,33(4):1-6. |
| [16] | 李明阳, 刘米兰, 刘敏. 森林资源与生态监测的空间平衡抽样方法研究[J]. 西南林业大学学报:自然科学, 2010,30(4):1-5. |
| [17] | 李明阳, 王晓俊, 刘米兰, 等. 基于GIS的野生哺乳动物空间平衡抽样方法研究—以南京东郊为例[J]. 中南林业科技大学学报, 2011,31(1):98-103. |
| [18] | 李明阳, 营利荣. 森林资源调查空间抽样与数据分析[M].中国林业出版社, 2013. |
| [19] | 海口市行政区划[EB/OL].中国海口政府门户网站,(2018-12-18)[2019-01-24]]. http://www.haikou.gov.cn/. |
| [20] | 海口市情[EB/OL].中国海口政府门户网站,(2016-07-15)[2019-01-24]]. http://www.haikou.gov.cn/. |
| [21] | Wang Jinfeng, Liu Jiyuan, Zhuan Dafang, et al.Spatial sampling design for monitoring cultivated land[J].International Journal of Remote Sensing, 2002,23,(2):263-284. |
| [22] | 刘敏, 李明阳, 陈溢南. 基于GIS平台的森林资源调查模拟抽样软件性能及其应用分析[J]. 中南林业调查规划, 2011,30(4):34-37. |
| [23] | 刘安兴, 蔡良良, 佘光辉. 森林资源二类调查新颁规定的应用分析[J]. 南京林业大学学报:自然科学版, 2006,30(2):127-130. |
| [24] | Smith T H. The foundations of survey sampling:a review[J]. Journal of the Royal Statistics Society, 1976,139:183-204. |
| [25] | 李明阳, 黄文奇, 刘敏. 基于连清体系的森林生物多样性监测网络构建研究——以湖南省为例[J].林业资源管理, 2012(5):51-58. |
| [26] | 刘敏. 基于GIS的森林资源调查空间平衡抽样方法研究[D]. 南京:南京林业大学, 2012. |
| [27] | 冯益明, 唐守正, 李增元. 空间统计分析在林业中的应用[J]. 林业科学, 2004,40(3):149-155. |
| [28] | 宋新民, 李金良. 抽样调查技术[M]. 北京: 北京林业出版社, 2007. |
| [29] | 刘敏, 李明阳. 基于GIS和高分辨率遥感数据的城市绿地抽样调查方法研究[J]. 林业调查规划, 2011,36(2):59-61. |
| [30] | 孙皓晗, 佘光辉, 温小荣, 等. 空间自相关分析及绿地覆盖率的分层抽样估计[J]. 中南林业科技大学学报, 2012,32(4):75-80. |
| [31] | 杨建宇, 岳彦利, 宋海荣, 等. 基于空间平衡法的县域耕地质量监测布样方法[J]. 农业工程学报, 2015,31(24):274-280. |
| [32] | 殷守强, 王鑫, 贺文龙, 等. 耕地质量监测中不同抽样方法的精度比较—以河北省黄骅市为例[J]. 资源科学, 2016,38(11):2049-2057. |
| [33] | 郝一炜, 金勇进. 经济社会调查中的空间平衡抽样设计[J]. 统计与信息论坛, 2018,33(11):3-8. |
/
| 〈 |
|
〉 |