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Analysis of the Spatiotemporal Land-Use/Land-Cover Change and its Driving Forces in Fuxian Lake Watershed, 1974 to 2014

机译:1974-2014年抚仙湖流域土地利用/土地覆被时空变化及其驱动力分析

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摘要

Land-use/land-cover change (LUCC) is an important issue of research into global change. To identify the spatiotemporal change and the driving mechanism of land use at the regional scale is of great significance to environmental preservation and economic development in the whole locality. In order to analyze the spatiotemporal change of land cover in Fuxian Lake watershed for the last four decades, our paper extracted the information of land use and land cover in the area using the method of combining supervised classification with visual interpretation. The process of extraction referred to a total of 10 time series remote sensing images (namely the 1974, 1977, 1987, 1990, 1996, 2000, 2006, 2009, 2012, and 2014 phases) as the main data source, and drew on the achievement data from the China Geography Census as an ancillary source. Accordingly, we obtained the spatiotemporal characteristics of the land-cover type change in Fuxian Lake watershed for the last 40 years. Finally, based on the socioeconomic data in the locality, using principal component analysis and multiple regression analysis, this paper analyzed the driving forces of LUCC in the watershed to acquire the major driving force factors, and built up a corresponding multiple linear regression model. The same kind of model was established for the local cultivated land and its driving force factors. The result shows that:
机译:土地利用/土地覆被变化(LUCC)是全球变化研究的重要课题。查明区域尺度土地利用的时空变化及其驱动机制,对整个地区的环境保护和经济发展具有重要意义。为了分析近四年来抚仙湖流域土地覆盖的时空变化,采用监督分类与视觉解释相结合的方法,提取了该地区土地利用和土地覆盖的信息。提取过程将总共10个时间序列的遥感图像(即1974、1977、1987、1990、1996、2000、2006、2009、2012和2014年阶段)作为主要数据源,并利用了成就数据来自《中国地理普查》作为辅助来源。因此,我们获得了近40年抚仙湖流域土地覆盖类型变化的时空特征。最后,基于当地的社会经济数据,运用主成分分析和多元回归分析,对流域土地利用变化的驱动力进行了分析,获得了主要驱动力因子,并建立了相应的多元线性回归模型。针对当地耕地及其驱动因素建立了相同的模型。结果表明:

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