Identification and Activation Path of Rural Development Vitality based on Multi-source Data in Xiangtan County
Rural development vitality is one of the core elements driving rural revitalization.Based on multi-source data,including nighttime lights,points of interest(POI),natural environment,and socio-economic factors,a set of 20 indicators was selected to construct the evaluation index system for rural development vitality from the dimensions of resource vitality,production vitality,living vitality,and ecological vitality.The comprehensive level of rural development vitality was measured and analyzed using the entropy method.Research has found that:(1)There is a significant spatial difference in the level of rural development vitality in Xiangtan county,presenting a spatial distribution pattern of"high in the northeast and low in the southwest".(2)The rural development vitality index in Xiangtan county exhibits positive spatial autocorrelation,showing a phenomenon of high-value or low-value clustering.(3)Based on the vitality of rural development and the strengths and weaknesses of various rural indicators,a study on rural vitality types is conducted,categorizing the types of rural vitality enhancement into four categories.Finally,starting from the types of rural vitality,corresponding strategies are proposed to enhance the vitality of rural development in Xiangtan county,in order to provide some reference for the sustainable development of rural areas.
rural development vitalitymulti-source datavitality recognitionlifting pathXiangtan county