Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1117/12.2194998 |
Diachronic analysis of salt-affected areas using remote sensing techniques: the case study of Biskra area (Algeria) | |
Afrasinei, Gabriela M.1; Melis, Maria T.1; Buttau, Cristina1; Bradd, John M.2; Arras, Claudio1,3; Ghiglieri, Giorgio1,3 | |
通讯作者 | Afrasinei, Gabriela M. |
会议名称 | 15th SPIE Conference on Earth Resources and Environmental Remote Sensing/GIS Applications VI |
会议日期 | SEP 22-24, 2015 |
会议地点 | Toulouse, FRANCE |
英文摘要 | In the Wadi Biskra arid and semi - arid area, sustainable development is limited by land degradation, such as secondary salinization of soils. As an important high quality date production region of Algeria, it needs continuous monitoring of desertification indicators, since the bio - physical setting defines it as highly exposed to climate -related risks. For this particular study, for which little ground truth data was possible to acquire, we set up an assessment of appropriate methods for the identification and change detection of salt-affected areas, involving image interpretation and processing techniques employing Landsat imagery. After a first phase consisting of a visual interpretation study of the land cover types, two automated classification approaches were proposed and applied for this specific study: decision tree classification and principal components analysis (PCA) of Knepper ratios. Five of the indices employed in the Decision Tree construction were set up within the current study, among which we propose a salinity index (SMI) for the extraction of highly saline areas. The results of the 1984 to 2014 diachronic analysis of salt -affected areas variation were supported by the interpreted land cover map for accuracy estimation. Connecting the outputs with auxiliary bio-physical and socio-economic data, comprehensive results are discussed, which were indispensable for the understanding of land degradation dynamics and vulnerability to desertification. One aspect that emerged was the fact that the expansion of agricultural land in the last three decades may have led and continue to contribute to a secondary salinization of soils. This study is part of the WADIS-MAR Demonstration Project, funded by the European Commission through the Sustainable Water Integrated Management (SWIM) Program (www.wadismar.eu). |
英文关键词 | arid areas land degradation desertification salinization land cover decision tree principal component analysis Knepper ratios Landsat change detection |
来源出版物 | EARTH RESOURCES AND ENVIRONMENTAL REMOTE SENSING/GIS APPLICATIONS VI |
ISSN | 0277-786X |
出版年 | 2015 |
卷号 | 9644 |
EISBN | 978-1-62841-854-5 |
出版者 | SPIE-INT SOC OPTICAL ENGINEERING |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Italy;Australia |
收录类别 | CPCI-S |
WOS记录号 | WOS:000367470500028 |
WOS关键词 | AFFECTED SOILS ; IMAGES |
WOS类目 | Remote Sensing ; Optics |
WOS研究方向 | Remote Sensing ; Optics |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/303546 |
作者单位 | 1.Univ Cagliari, Dept Chem & Geol Sci, Lab TeleGis, I-09127 Cagliari, Italy; 2.Univ Wollongong, Sch Earth & Environm Sci, Wollongong, NSW 2522, Australia; 3.Univ Sassari, Desertificat Res Ctr NRD, I-07100 Sassari, Italy |
推荐引用方式 GB/T 7714 | Afrasinei, Gabriela M.,Melis, Maria T.,Buttau, Cristina,et al. Diachronic analysis of salt-affected areas using remote sensing techniques: the case study of Biskra area (Algeria)[C]:SPIE-INT SOC OPTICAL ENGINEERING,2015. |
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