Fine spatial resolution coastline extraction from Landsat-8 OLI imagery by integrating downscaling and pansharpening approaches
文献类型：期刊论文
| 作者 | Liu, Yaolin1,2; Ling, Feng3; Xu, Shuna1; Wang, Xia1 |
| 刊名 | REMOTE SENSING LETTERS
 |
| 出版日期 | 2018 |
| 卷号 | 9期号:4页码:314-323 |
| ISSN号 | 2150-704X |
| DOI | 10.1080/2150704X.2017.1420928 |
| 英文摘要 | Landsat series images are the main data resources used for coastline monitoring. However, the 30m spatial resolution of multispectral (MS) image is always dominated by mixed pixels around the coast areas. Given that the latest Landsat-8 Operational Lands Imager (OLI) imagery has a 15m panchromatic (PAN) band, it is instinctive to improve the coastline extracting accuracy by directly using the pansharpening approach. The spatial resolution of the sharpened MS image, however, may still not be sufficient in real applications, due to the meter-level spatial-temporal change of coastline. In this letter, a novel downscaling-then-pansharpening coastline extracting (DTPCE) approach is proposed to extract higher accuracy coastline from Landsat-8 OLI imagery. DTPCE first uses the radial basis function (RBF) method to downscale the 15m PAN band to a finer spatial resolution, and then produces a fine spatial resolution fused MS image by pansharpening of the downscaled PAN band and original MS bands. Finally, the fused MS image is used for coastline extracting. Comparing the extracted coastline with the reference coastline extracted from 5.8m ZiYuan-3 (ZY-3) MS image, DTPCE produced coastlines with the state-of-the-art representation in terms of both the visually and quantitatively analysis. |
| 资助项目 | National Key Research and Development Program of China[2017YFB0503505] |
| WOS研究方向 | Remote Sensing ; Imaging Science & Photographic Technology |
| 语种 | 英语 |
| WOS记录号 | WOS:000424327400002 |
| 出版者 | TAYLOR & FRANCIS LTD |
| 源URL | [http://202.127.146.157/handle/2RYDP1HH/4611]  |
| 专题 | 中国科学院武汉植物园 |
| 通讯作者 | Liu, Yaolin |
| 作者单位 | 1.Wuhan Univ, Sch Resource & Environm Sci, Wuhan, Hubei, Peoples R China 2.Wuhan Univ, Key Lab Geog Informat Syst, Minist Educ, Wuhan, Hubei, Peoples R China 3.Chinese Acad Sci, Inst Geodesy & Geophys, Wuhan, Hubei, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Yaolin,Ling, Feng,Xu, Shuna,et al. Fine spatial resolution coastline extraction from Landsat-8 OLI imagery by integrating downscaling and pansharpening approaches[J]. REMOTE SENSING LETTERS,2018,9(4):314-323. |
| APA | Liu, Yaolin,Ling, Feng,Xu, Shuna,&Wang, Xia.(2018).Fine spatial resolution coastline extraction from Landsat-8 OLI imagery by integrating downscaling and pansharpening approaches.REMOTE SENSING LETTERS,9(4),314-323. |
| MLA | Liu, Yaolin,et al."Fine spatial resolution coastline extraction from Landsat-8 OLI imagery by integrating downscaling and pansharpening approaches".REMOTE SENSING LETTERS 9.4(2018):314-323. |
入库方式： OAI收割
来源：武汉植物园
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。