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土壤  2010 

Forecast of land use based on weighted markov model: A case study of Xuzhou
基于加权马尔可夫模型的土地利用预测——以徐州市为例

Keywords: Land use change,Predict,Markov model,Xuzhou
土地利用变化
,预测,马尔可夫模型,徐州

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Abstract:

This paper took Xuzhou city, which is ongoing function transformation, as the study region, divided land resources by interpreting remote sensing images into 5 types, i.e., water, forest, construction land, farmland and unused land, calculated the probability of transfer matrix in 2001, 2005 and 2008, and then predicted the changes of land use in the coming 9 years with weighted Markov model which could improve the accuracy of prediction. The results showed that from 2009 to 2017 the area of construction land will increase 7.363 km2, the areas of water and forest lands will rise slightly, but the area of farmland will continuously decrease 9.61 km2.

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