ANOVA for Spatial Data after Filtering out the Spatial Autocorrelation

DOI

10.2991/nceece-15.2016.281How to use a DOI?

Keywords

ANOVA; spatial data; GIS; spatial statistics

Abstract

Spatial data contains a lot of spatial information. Geographic Information System (GIS) provides methods to extract information and support decision. The difference of geographic data can be found out by analysis of variance (ANOVA) that is a method of spatial statistics, which is a part of GIS. In this paper, we study how to do ANOVA for spatial data after filtering out the spatial autocorrelation, in order to discover the differences between spatial data. Through the experiment of ANOVA for spatial data of some counties of China, the difference of the total powers of agriculture machine of different regions which has not the same level per capita GDP is significant. This information of difference can be provided to the decision-making department for making decision.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yumin Chen
AU  - Yan Lu
AU  - Jiang Zhou
AU  - Mo Cheng
PY  - 2015/12
DA  - 2015/12
TI  - ANOVA for Spatial Data after Filtering out the Spatial Autocorrelation
BT  - Proceedings of the 2015 4th National Conference on Electrical, Electronics and Computer Engineering
PB  - Atlantis Press
SP  - 1561
EP  - 1565
SN  - 2352-5401
UR  - https://doi.org/10.2991/nceece-15.2016.281
DO  - 10.2991/nceece-15.2016.281
ID  - Chen2015/12
ER  -