Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.jag.2005.01.001 |
Analysis and classification of hyperspectral data for mapping land degradation: An application in southern Spain | |
Shrestha, DP; Margate, DE; van der Meer, F; Anh, HV | |
通讯作者 | Shrestha, DP |
来源期刊 | INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
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ISSN | 0303-2434 |
出版年 | 2005 |
卷号 | 7期号:2页码:85-96 |
英文摘要 | Desertification is a severe stage of land degradation, manifested by "desert-like" conditions in dryland areas. Climatic conditions together with geomorphologic processes help to mould desert-like soil surface features in and zones. The identification of these soil features serves as a useful input for understanding the desertification process and land degradation as a whole. In the present study, imaging spectrometer data were used to detect and map desert-like surface features. Absorption feature parameters in the spectral region between 0.4 and 2.5 mu m wavelengths were analysed and correlated with soil properties, such as soil colour, soil salinity, gypsum content, etc. Soil groupings were made based on their similarities and their spectral reflectance curves were studied. Distinct differences in the reflectance curves throughout the spectrum were exhibited between groups. Although the samples belonging to the same group shared common properties, the curves still showed differences within the same group. Characteristic reflectance curves of soil surface features were derived from spectral measurements both in the field and in the laboratory, and mean reflectance values derived from image pixels representing known features. Linear unmixing and spectral angle matching techniques were applied to assess their suitability in mapping surface features for land degradation studies. The study showed that linear unmixing provided more realistic results for mapping "desert-like" surface features than the spectral angle matching technique. (c) 2005 Elsevier B.V. All rights reserved. |
英文关键词 | linear unmixing spectral angle mapper end members absorption features desert-like surface features |
类型 | Article |
语种 | 英语 |
国家 | Netherlands ; Philippines ; Vietnam |
收录类别 | SCI-E |
WOS记录号 | WOS:000231697700001 |
WOS关键词 | IMAGES ; NOISE |
WOS类目 | Remote Sensing |
WOS研究方向 | Remote Sensing |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/149290 |
作者单位 | (1)Int Inst Geoinformat Sci & Earth Observ, NL-7500 AA Enschede, Netherlands;(2)Bur Soils & Water Management, Quezon City, Philippines;(3)Forest Sci Inst, Hanoi, Vietnam |
推荐引用方式 GB/T 7714 | Shrestha, DP,Margate, DE,van der Meer, F,et al. Analysis and classification of hyperspectral data for mapping land degradation: An application in southern Spain[J],2005,7(2):85-96. |
APA | Shrestha, DP,Margate, DE,van der Meer, F,&Anh, HV.(2005).Analysis and classification of hyperspectral data for mapping land degradation: An application in southern Spain.INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION,7(2),85-96. |
MLA | Shrestha, DP,et al."Analysis and classification of hyperspectral data for mapping land degradation: An application in southern Spain".INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 7.2(2005):85-96. |
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