Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1109/IGARSS.2013.6723791 |
ESTIMATING SOIL SALINITY USING HYPERSPECTRAL DATA IN THE WESTERN AUSTRALIAN WHEAT BELT | |
Kobayashi, Chiaki1; Lau, Ian2; Wheaton, Buddy3; Cater, Dan3; Bourke, Lindsay4; Asada, Norichika5; Kashimura, Osamu5; Ong, Cindy2; Cudahy, Thomas2 | |
通讯作者 | Kobayashi, Chiaki |
会议名称 | IEEE International Geoscience and Remote Sensing Symposium (IGARSS) |
会议日期 | JUL 21-26, 2013 |
会议地点 | Melbourne, AUSTRALIA |
英文摘要 | With the aim of early detection of soil salinity, this study developed a method to quantitatively estimate soil salinity in arid and semi-arid environments using SWIR reflectance spectroscopy. Focusing on the soil spectral characteristics occurring around 2000 nm, we determined, using subset analysis, that the spectral wavelength ranges which provide the greatest diagnostic information relating to soil salinity occur at 1996 and 2025 tun An index was created using the normalized difference between reflectance values at these two wavelengths. Using this index a robust estimation equation (R-2=0.91) was established with laboratory measurements of soil salinity. The derived estimation equation can provide quantitative estimates of soil salinity at an early stages across a variety of soil types. Our proposed method would significantly contribute to soil restoration by providing a means to take countermeasures before the situation of soil salinity gets worse and irreversible. |
英文关键词 | Land pollution Soil properties Hyperspectral remote sensing dryland salinity |
来源出版物 | 2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) |
ISSN | 2153-6996 |
出版年 | 2013 |
页码 | 4325-4328 |
EISBN | 978-1-4799-1114-1 |
出版者 | IEEE |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Japan;Australia |
收录类别 | CPCI-S |
WOS记录号 | WOS:000345638904093 |
WOS关键词 | SALINIZATION ; INDICATORS |
WOS类目 | Engineering, Electrical & Electronic ; Geosciences, Multidisciplinary ; Remote Sensing |
WOS研究方向 | Engineering ; Geology ; Remote Sensing |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/302088 |
作者单位 | 1.Infoserve Inc, Tokyo, Japan; 2.CSIRO, Earth Sci & Resource Engn, Canberra, ACT, Australia; 3.Dept Agr & Food, Perth, WA, Australia; 4.Dept Environm & Conservat, Perth, WA, Australia; 5.Japan Space Syst, Tokyo, Japan |
推荐引用方式 GB/T 7714 | Kobayashi, Chiaki,Lau, Ian,Wheaton, Buddy,et al. ESTIMATING SOIL SALINITY USING HYPERSPECTRAL DATA IN THE WESTERN AUSTRALIAN WHEAT BELT[C]:IEEE,2013:4325-4328. |
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