Knowledge Resource Center for Ecological Environment in Arid Area
| DOI | 10.1007/s12145-021-00720-4 |
| Identifying the spatial distribution of Prosopis Juliflora using Hyperion imagery | |
| Kumar, Vignesh M. | |
| 通讯作者 | Kumar, MV (corresponding author), PSN Coll Engn & Technol Autonomous, Tirunelveli, India. |
| 来源期刊 | EARTH SCIENCE INFORMATICS
 |
| ISSN | 1865-0473 |
| EISSN | 1865-0481 |
| 出版年 | 2022 |
| 英文摘要 | Remote Sensing is a powerful tool to identify the vegetation distributions. Hyperspectral remote sensing has a number of bands at the shortest bandwidth to extract the vegetation precisely. The objectives of the present study are to identify the spectral characteristics and to identify the occupation of Prosopis Juliflora using hyperspectral data. In the present research work, the high spectral resolution imagery (10 nm) used to extract the Prosopis Juliflora. In Tamil Nadu, Vellore district is mainly affected by these species and most of the area has been converted to the arid region. The spectral characteristics of Prosopis Juliflora developed using spectroradiometer. The Prosopis Juliflora leaf shows huge reflectance in VNIR (700-1200 nm) region due to their chlorophyll content. The radiance and reflectance of the imagery are generated in BIL format and FLAASH module respectively. Data dimensionality reduction of the hyperspectral imagery carried out using MNF and PPI. The end members of Prosopis Juliflora are identified depends on the total probability score carried out by the methods of BE, SAM and SFF. The per-pixel classification algorithm is used to estimate the distribution of Prosopis Juliflora. |
| 英文关键词 | Hyperion Prosopis Juliflora MNF PPI SAM |
| 类型 | Article |
| 语种 | 英语 |
| 收录类别 | SCI-E |
| WOS记录号 | WOS:000714339200002 |
| WOS类目 | Computer Science, Interdisciplinary Applications ; Geosciences, Multidisciplinary |
| WOS研究方向 | Computer Science ; Geology |
| 资源类型 | 期刊论文 |
| 条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/367713 |
| 作者单位 | [Kumar, Vignesh M.] PSN Coll Engn & Technol Autonomous, Tirunelveli, India |
| 推荐引用方式 GB/T 7714 | Kumar, Vignesh M.. Identifying the spatial distribution of Prosopis Juliflora using Hyperion imagery[J],2022. |
| APA | Kumar, Vignesh M..(2022).Identifying the spatial distribution of Prosopis Juliflora using Hyperion imagery.EARTH SCIENCE INFORMATICS. |
| MLA | Kumar, Vignesh M.."Identifying the spatial distribution of Prosopis Juliflora using Hyperion imagery".EARTH SCIENCE INFORMATICS (2022). |
| 条目包含的文件 | 条目无相关文件。 | |||||
| 个性服务 |
| 推荐该条目 |
| 保存到收藏夹 |
| 导出为Endnote文件 |
| 谷歌学术 |
| 谷歌学术中相似的文章 |
| [Kumar, Vignesh M.]的文章 |
| 百度学术 |
| 百度学术中相似的文章 |
| [Kumar, Vignesh M.]的文章 |
| 必应学术 |
| 必应学术中相似的文章 |
| [Kumar, Vignesh M.]的文章 |
| 相关权益政策 |
| 暂无数据 |
| 收藏/分享 |
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。
