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Time series remote sensing based dynamic monitoring of land use and land cover change

机译:基于时间序列的土地利用和陆地覆盖变化的动态监测

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Land use and land cover (LULC) change monitoring is still an important remote sensing application and research field, for it is closely related to manage natural resources and environmental planning. This study is aimed to find the land use and land cover changes of Zigui County from 2008 to 2014 by using multi-source remotely sensed imagery. Images of three different years (2008, 2011 and 2014) taken from Landsat and other three satellites (GF-1, HJ-1 and SPOT) were used to monitor the land use and land cover changes in this study. Landsat images were used as the main references for analysis while the others were used associative for some enhancement. In order to increase the accuracy of the results, we abandon the single resolution image and use different spatial and spectral resolution images simultaneously in the classification and other processing stage. Three different methods to determine the changes of land use and land cover have been used in this paper: transfer matrix of land use, changes related to the terrain of earth surface and landscape pattern of composition changes. Thematic maps have been prepared showing the land use and land cover classes in individual year as well as the changes during different time interval to identify the spatial changes. Changes related to the terrain have been statistics using classified images and digital elevation model (DEM). Quantitative analysis of each phase of the land use and land cover pattern characteristics using part of the landscape pattern indexes. The result of the study illustrates that: 1) the area of built-up and cultivated have the rapid and continuous growth and the area of vegetation descended. And the new construction land mainly by agricultural land conversion, the forest area reduced mainly converted to the agricultural land; 2) vegetation and agricultural land change mainly concentrated in the 500 meters below, have slight change in in 1000 to 1500 meters and no significant changes in other altitude; 3) From patch density(PD) and other landscape metrics analysis result, built up area is increasing not only in amount but also in number of patches, that is, the new built up areas area being established frequently. And the number of buildup area patches is almost four times increased within 6 years.
机译:土地利用和陆地覆盖(LULC)变更监测仍然是一个重要的遥感应用和研究领域,因为它与管理自然资源和环境规划密切相关。本研究旨在通过使用多源遥感图像从2008年到2014年找到Zigui县的土地利用和土地覆盖变化。三个不同年份(2008年,2011年和2014年)从Landsat等三种卫星(GF-1,HJ-1和现场)采取的措施来监测该研究的土地利用和土地覆盖变化。 LANDSAT图像被用作分析的主要参考,而其他人则用于一些增强的联合会。为了提高结果的准确性,我们放弃单分辨率图像并在分类和其他处理阶段同时使用不同的空间和光谱分辨率图像。本文使用了三种不同的方法来确定土地利用和陆地覆盖的变化:土地利用转移矩阵,与地球地表的变化与成分变化的景观格局。已经准备了各个年份的土地使用和陆地覆盖课程以及不同时间间隔内的变化来准备主题地图,以确定空间变化。与地形相关的变化一直是使用分类图像和数字高程模型(DEM)的统计数据。使用部分横向模式指标的土地利用和土地利用各阶段的定量分析。研究结果表明:1)建筑面积和栽培的面积具有快速和持续的生长,植被面积降临。而新的建设用地主要受农业土地转换,森林面积缩减主要转化为农业用地; 2)植被和农业土地变化主要集中在500米以下,在1000升至1500米,其他海拔高度没有显着变化; 3)从贴片密度(PD)和其他景观度量分析结果,内置区域不仅增加数量,而且还增加了零件数量,即频繁建立的新建筑区域区域。建筑面积补丁的数量在6年内几乎增加了四倍。

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