Arid
DOI10.1016/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
ISSN0303-2434
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.
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
[Shrestha, DP]的文章
[Margate, DE]的文章
[van der Meer, F]的文章
百度学术
百度学术中相似的文章
[Shrestha, DP]的文章
[Margate, DE]的文章
[van der Meer, F]的文章
必应学术
必应学术中相似的文章
[Shrestha, DP]的文章
[Margate, DE]的文章
[van der Meer, F]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。