首页|基于Landsat影像的红树林演变研究

基于Landsat影像的红树林演变研究

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以广州市南沙区为研究区域,以 2000-2021 年为研究期,利用Landsat历史遥感影像数据,基于随机森林分类方法提取红树林范围,分析 21 年来红树林的时空演变情况,并对获取的红树林范围进行精度评价.研究结果表明,2000-2021 年间南沙区红树林面积整体呈逐年递增趋势;受限于影像低分辨率和混合像元干扰,基于Landsat影像的红树林演变研究在一些细节表现不佳,但在大尺度下能够真实地反映红树林的整体演变情况,具有一定的参考价值.
Research on Mangrove Evolution with Landsat Image
Taking Nansha district of Guangzhou city as the research area and 2000-2021 as the research period,this research extracts the mangrove range based on the random forest classification method by using the historical remote sensing image data of Landsat,ana-lyzes the temporal and spatial evolution of mangroves in the past 21 years,and evaluates the accuracy of the obtained mangrove range.The research results show that from 2000 to 2021,the overall area of mangroves in Nansha district has increased year by year;Limited by the low resolution of the image and the interference of mixed pixels,the research of the evolution of mangroves,which base on Landsat images,does not perform well in some details,but it can truly reflect the overall evolution of mangroves on a large scale,which has a certain reference value.

mangroveLandsatevolutionrandom forestaccuracy evaluation

梁庆炎、周立鹏、姚乃文

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广东省国土资源测绘院,广东 广州 510663

自然资源部华南热带亚热带自然资源监测重点实验室,广东 广州 510663

红树林 Landsat 演变 随机森林 精度评价

广东省省级科技计划广东省科技计划

2021B11116100012021B1212100003

2024

测绘与空间地理信息
黑龙江省测绘学会

测绘与空间地理信息

影响因子:0.788
ISSN:1672-5867
年,卷(期):2024.47(6)
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