Predicting water content using linear spectral mixture model on soil spectra
作者: Huan LiChangkuan ZhangYing ZhangDong ZhangJay GaoZheng Gong
作者单位: 1Hohai University
2Nanjing Normal University
3University of Auckland
刊名: Journal of Applied Remote Sensing, 2013, Vol.7 (1), pp.073539-073539
来源数据库: SPIE-the International Society for Optical Engineering
DOI: 10.1117/1.JRS.7.073539
关键词: moisture predictionspectral unmixingwater abundance
原始语种摘要: Remote sensing has been widely applied for soil moisture estimation. However, such estimates become difficult to obtain and can be inaccurate when applied to complex earth surfaces with more than one soil type because of the interference of spectral signals from different soil components. This study aims to develop a moisture prediction method that is insensitive to soil types; this is based on in situ samples collected from an intertidal zone in Jiangsu Province in China and on laboratory measurements of soil spectra. The results demonstrate that for a reflectance-based method, moisture content is closely related to reflectance on the three wavebands centered at 2143, 1760, and 742 nm for four types of soil (sand, silty sand, sandy silt, and silt) considered separately; the relationship...
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  • spectral 谱的
  • eliminating 消除排除的
  • content 品位
  • model 模型
  • information 报告
  • water 
  • develop 发展
  • because 由干
  • together 共同
  • three