2011Journal of Liaoning Technical UniversityRequires access

Study on driving forces of cultivated land changes in Tangshan city

Zheng Wang

Open publisher page 0 citations

Abstract

In order to investigate the numerical and spatial changes of cultivated lands and their driving forces,this study applies correlation analysis,principal component analysis and stepwise regression to analyze the data,and formulates a multivariate linear regression equation between cultivated land changes and major driving factors using stepwise regression method.The study results show that the total area of the cultivated land and the cultivated land area per captia decreased year by year from 1992-2007.Also,the results show that the economic development,the population growth and the development of agricultural science and technology are the three drivers on cultivated land changes.

About this research paper

What this paper is about

In order to investigate the numerical and spatial changes of cultivated lands and their driving forces,this study applies correlation analysis,principal component analysis and stepwise regression to analyze the data,and formulates a multivariate linear regression equation between cultivated land changes and major driving factors using stepwise regression method.The study results show that the total area of the cultivated land and the cultivated land area per captia decreased year by year from 1992-2007.Also,the results show that the economic development,the population growth and the development of agricultural science and technology are the three drivers on cultivated land changes.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

In order to investigate the numerical and spatial changes of cultivated lands and their driving forces,this study applies correlation analysis,principal component analysis and stepwise regression to analyze the data,and formulates a multivariate linear regression equation between cultivated land changes and major driving factors using stepwise regression method.The study results show that the total area of the cultivated land and the cultivated land area per captia decreased year by year from 1992-2007.Also,the results show that the economic development,the population growth and the development of agricultural science and technology are the three drivers on cultivated land changes.

Key concepts: Cultivated land, Principal component analysis, Stepwise regression, Agriculture, Geography, Regression analysis, Driving factors, Agricultural economics

Related papers

Back to paper searchBrowse research topicsOriginal source
Study on driving forces of cultivated land changes in Tangshan city — Research Paper | ScholarLens