Evaluation on the two filling functions for the recovery of forest information in mountainous shadows on Landsat ETM plus Image
文献类型:期刊论文
| 作者 | Shahtahmassebi, Amir Reza ; Wang Ke ; Shen Zhangquan ; Deng Jinsong ; Zhu Wenjuan ; Han Ning ; Lin Fengfang ; Moore, Nathan |
| 刊名 | JOURNAL OF MOUNTAIN SCIENCE
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| 出版日期 | 2011-06 |
| 卷号 | 8期号:3页码:414–426 |
| 关键词 | Shadow Imfill Roifill Landsat ETM |
| ISSN号 | 1672-6316 |
| 通讯作者 | Wang, K |
| 英文摘要 | In general, topographic shadow may reduce performance of forest mapping over mountainous regions in remotely sensed images. In this paper, information in shadow was synthesized by using two filling techniques, namely, roifill and imfill, in order to improve the accuracy of forest mapping over mountainous regions. These two methods were applied to Landsat Enhanced Thematic Mapper (ETM +) multispectral image from Dong Yang County, Zhejiang Province, China. The performance of these methods was compared with two conventional techniques, including cosine correction and multisource classification. The results showed that by applying filling approaches, average overall accuracy of classification was improved by 14 percent. However, through conventional methods this value increased only by 9 percent. The results also revealed that estimated forest area on the basis of shadow- corrected images by 'roifill' technique was much closer to the survey data compared to traditional algorithms. Apart from this finding, our finding indicated that topographic shadow was an accentuated problem in medium resolution images such as Landsat ETM+ over mountainous regions. |
| 语种 | 英语 |
| 公开日期 | 2013-08-12 |
| 源URL | [http://ir.imde.ac.cn/handle/131551/5846] ![]() |
| 专题 | 成都山地灾害与环境研究所_Journal of Mountain Science _Journal of Mountain Science-2011_Vol8 No.3 |
| 推荐引用方式 GB/T 7714 | Shahtahmassebi, Amir Reza,Wang Ke,Shen Zhangquan,et al. Evaluation on the two filling functions for the recovery of forest information in mountainous shadows on Landsat ETM plus Image[J]. JOURNAL OF MOUNTAIN SCIENCE,2011,8(3):414–426. |
| APA | Shahtahmassebi, Amir Reza.,Wang Ke.,Shen Zhangquan.,Deng Jinsong.,Zhu Wenjuan.,...&Moore, Nathan.(2011).Evaluation on the two filling functions for the recovery of forest information in mountainous shadows on Landsat ETM plus Image.JOURNAL OF MOUNTAIN SCIENCE,8(3),414–426. |
| MLA | Shahtahmassebi, Amir Reza,et al."Evaluation on the two filling functions for the recovery of forest information in mountainous shadows on Landsat ETM plus Image".JOURNAL OF MOUNTAIN SCIENCE 8.3(2011):414–426. |
入库方式: OAI收割
来源:成都山地灾害与环境研究所
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