面插值的研究进展

doi:10.11820/dlkxjz.2002.02.008

地理科学进展 ›› 2002, Vol. 21 ›› Issue (2): 156-152.doi: 10.11820/dlkxjz.2002.02.008

面插值的研究进展

潘志强, 刘高焕

中国科学院地理科学与资源研究所资源与环境信息系统国家重点实验室,北京100101

收稿日期:2001-12-01 修回日期:2002-01-01 出版日期:2002-03-24 发布日期:2002-03-24
作者简介:潘志强(1974-),男,博士生。主要从事地理信息系统与遥感应用、统计数据在GIS中的空间化等方面的研究。E-mail:panzq@lreis.ac.cn
基金资助:
国家重点基础研究资助项目(G1999043508);中国科学院地理科学与资源研究所创新项目(AD7095)

The Research Progress of Areal Interpolation

PAN Zhi qiang, LIU Gao huan

LREIS, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101 China

Received:2001-12-01 Revised:2002-01-01 Online:2002-03-24 Published:2002-03-24

摘要/Abstract

摘要： 空间插值从广义上讲包括点插值和面插值 ,本文从有无辅助数据的角度介绍了还不为多数人熟知的面插值 ,在无辅助数据的方法中介绍了基于点的面插值法、面域比重插值法、使用控制区的面域比重法、Pycnophylactic面插值法等的算法和特点 ,在有辅助数据的方法中介绍了 EM算法和遥感作为辅助数据的面插值法 ,并介绍了面插值中的特例 -统计数据的空间化方法。

关键词: 空间插值, 面插值

Abstract: In a broad sense, spatial interpolation includes point interpolation and areal interpolation. In this article these two types of interpolation methods were reviewed and the areal interpolation which was not very popular to major people was especially introduced according to whether the interpolation methods use ancillary data or not. In the areal interpolation methods without using ancillary data, the algorithm and its characteristic of the following methods were introduced: point-based areal interpolation, areal-weighted interpolation, areal-weighted interpolation using control zones and pycnophylactic method. In the areal interpolation methods using ancillary data, the EM algorithm and the method using remote sensing data as ancillary data were introduced. And the special case of areal interpolation - statistics variables spatialization-was also introduced. In the end, these two types of interpolation methods were compared and the main research trend of areal interpolation was foreseen.

Key words: Areal interpolation, Spatial interpolation

中图分类号:

O241.3

潘志强, 刘高焕. 面插值的研究进展[J]. 地理科学进展, 2002, 21(2): 156-152.

PAN Zhi qiang, LIU Gao huan . The Research Progress of Areal Interpolation[J]. PROGRESS IN GEOGRAPHY, 2002, 21(2): 156-152.

参考文献

[1] 　h ttp:www.geog.ubc.ca cou rses k link g is.no tes ncg ia u41.h tm l

[2] 　Goodch ild M F,L am N S2N.A real in terpo lation:a varian t of the trad itional sp atial p rob lem[J].Geo-p rocessing,1980,1:197-312.

[3] 　Fo theringham A S,Rogerson P A.G IS and sp atial analytical p rob lem[J].In terna tiona l J ou rna l of Geog rap h ica lInf orm a tion S y stem s,1993,7(1):3-19.

[4] 　Goodch ild M F.In teg rating G IS and sp atial data analysis[J].In terna tiona l J ou rna l of Geog rap h ica l Inf orm a tionS y stem s,1992,6(5):407-423.

[5] 　李新,程国栋,卢玲.空间内插方法比较[J].地球科学进展,2000,15(3):260-265.

[6] 　侯景儒,伊镇南等.实用地质统计学[M].北京:地质出版社,1998.

[7] 　时培钟.空间插值与缺值方法的研究与应用[A].中国科学院地理科学与资源研究所硕士学位论文[C],2000.

[8] 　姚长青.基于地统计学的三维空间数据插值方法及其应用研究[A].东北师范大学硕士学位论文[C],2000.

[9] 　F isher P F,L angfo rd M.M odelling the erro rs in areal in terpo lation betw een zonal system s by M on to Carlo sim u la2tion[J].E nv ironm en t and P lann ing A,1995,27:211-224.

[10] 　h ttp:sis.ag r.gc.ca can sis system s p ars vo lum e.h tm l

[11] 　O kabe A,Sadah iro S.V ariation in coun t data tran sferred from a set of irregu lar zones to a set of regu lar zonesth rough the po in tinpo lygon m ethod[J].In terna tiona l J ou rna l of Geog rap h ica l Inf orm a tion S cience,1997,11:93-106.

[12] 　Goodch ild M F,A n selin L,D eichm ann U.A framw o rk fo r the areal in terpo lation of socieconom ic data[J].E nv i-ronm en t and P lann ing A,1993,25:383-397.

[13] 　Tober W R.Sm oo th p sycnop hylactic in terpo lation fo r geog rap h ical reg ion[J].J ou rna l of the A m erican S ta tistica lA ssocia tion,1979,74:519-530.

[14] 　F low erdew R,Green M.A real in terpo lation and typ es of data[A].In:Ed s Fo theringham S,Rogerson P.Sp atialA nalysis and G IS[C].L ondon:T alyo r and F rancis,1994.121-145.

[15] 　陈德清,万庆,万洪涛.社会经济统计数据空间化方法在洪水灾情评估中的应用探讨[J].地理研究,1998,17(增刊):79-85.

[16] 　L angfo rd M,M agu ire R F,U nw in D J.T he areal in terpo lation p rob lem:estim ating pop u lation u sing rem o te sen s2ing in a G IS fram ew o rk[A].In:Ed s M asser M,B lakem o re.H and ing Geog rap h ical Info rm ation:M ethodo logyand Po ten tial A pp lication s[C].L ongm an:H arlow,E ssex,1991.55-77.

[17] 　h ttp:www.geog.leed s.ac.uk p eop le a.tu rner p ap ers g isruk01.T u rner A,O p en shaw S,D isagg regativesp atial in terpo lation.

[18] 　h ttp:www.geog.leed s.ac.uk staff a.tu rner p ro jects m edalu s3 T ask1.h tm T u rner A,C reating a set of socio-econom ic data su rfaces.

[19] 　h ttp:www.ssc.w isc.edu cde cdew p W hen Cen su s Geog rap hy Doesn’t W o rk.p df

[20] 　B racken I,M artin D.T he generation of sp atial pop u lation d istribu tion s from cen su s cen triod data[J].E nv iron2m en t and P lann ing A,1989,21:537-543.

[21] 　B racken I.A su rface m odel app roach to the rep resen tation of pop u lation2related social ind icato rs[A].In:Ed sFo theringham S,Rogerson P.Sp atial A nalysis and G IS[C].L ondon:T alyo r and F rancis,1994.247-260.

[22] 　B racken I,M artin D.L inkage of the 1981 and 1991 U K Cen su ses u sing su rface m odelling concep ts[J].E nv iron2m en t and P lann ing A,1995,27:279-390.

[23] 　M artin D,B racken I.T echn iques fo r m odelling pop u lation2related raster databases[J].E nv ironm en t and P lan2n ing A,1991,23:1069-1075.

[24] 　M artin D.A n assessm en t of su rface and zonal m odels of pop u lation[J].In terna tiona l J ou rna l of Geog rap h ica lInf orm a tion S y stem s,1996,10:973-989.

[25] 　h ttp:cen su s.ac.uk cdu su rpop

[26] 　L angfo rd M,U nw in D J.Generating and m app ing pop u lation den sity su rfaces w ith in a geog rap h ical info rm ationsystem[J].T he Ca rtog rap h ic J ou rna l,1994,31:21-26.

面插值的研究进展

The Research Progress of Areal Interpolation

PDF (PC)

赞

可视化

被引次数

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 8

Metrics

本文评价

推荐阅读 10

[1]	徐亚莉, 罗明良, 梁倍瑜, 昌小莉, 向卫, 张斌. DEM空间插值方法对土壤侵蚀模拟的影响研究——以USPED分析干热河谷典型冲沟为例[J]. 地理科学进展, 2016, 35(7): 870-877.
[2]	赵明伟, 岳天祥. 高精度曲面建模方法研究进展与分类[J]. 地理科学进展, 2016, 35(4): 401-408.
[3]	周婷婷, 陈文惠. 基于MODIS数据和气象观测数据的气温空间插值方法比较[J]. 地理科学进展, 2011, 30(9): 1143-1151.
[4]	曾红伟, 李丽娟, 张永萱, 柳玉梅. 大样本降水空间插值研究——以2009 年中国年降水为例[J]. 地理科学进展, 2011, 30(7): 811-818.
[5]	张伟科, 杨艳昭, 封志明, 孙小舟. 西辽河流域潜在蒸散量时空格局[J]. 地理科学进展, 2010, 29(9): 1115-1120.
[6]	罗明1,2\|裴韬1,3. [J]. 地理科学进展, 2009, 28(5): 663-672.
[7]	李素,庄大方. 基于RS和GIS的人口估计方法研究综述[J]. 地理科学进展, 2006, 25(1): 109-121.
[8]	朱会义, 贾绍凤. 降雨信息空间插值的不确定性分析[J]. 地理科学进展, 2004, 23(2): 34-42.