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Shnitnikov, A. S.

doi:10.1023/a:1010953022527

Cited by 1 publication

(1 citation statement)

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“…Correlation analysis (Shnitnikov., 2001) refers to the analysis of two or more correlative variable elements to measure the degree of correlation between two variable factors and achieve a better classification effect with the fewest characteristics. This article considers that the data value of a factor is positively correlated with the index second level and first level index value, that is, this factor has a positive contribution to the index value, and vice versa for negative correlation.…”

Section: Correlation Analysis and Iterative Processmentioning

confidence: 99%

Research on the Construction Method of Comprehensive Evaluation Index of Geographic Conditions

Lv¹,

Zhang²,

Zhang³

et al. 2016

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.

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ABSTRACT:This article proposes a construction method for a comprehensive geographic conditions evaluation index based on geographic conditions survey data combined with thematic data on society, economy, ecology and population. This article constructs a threelevel evaluation framework composed of index level, object level and factor level from the perspectives of ecological coordination, urban development, regional economic potential and basic public services, studies a method of acquiring all-level factor data on geographic conditions and discusses the comprehensive evaluation factor system of geographic conditions. The components of the all-level index are selected through principal component analysis, and iterative analysis is performed by innovatively setting conditions to ensure the independence of the factors and establish an evaluation factor set for geographic conditions. The weighting for the all-level index is obtained through the analytic hierarchy process resulting in the index of geographic conditions. From the perspective of geographic conditions, this article makes a dynamic and quantitative evaluation of national conditions and strengths to provide a reference basis for regional sustainable development and governmental management decisions. By using the method, this article first obtains the index of geographic conditions of Q city with comprehensive evaluation and analysis to verify the objectivity and scientific nature of the method and expand and deepen the application of survey data on geographic conditions.

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Section: Correlation Analysis and Iterative Processmentioning

confidence: 99%