干旱区生态环境知识资源中心(Arid): 热红外发射率光谱在盐渍化土壤含盐量估算中的应用研究

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	热红外发射率光谱在盐渍化土壤含盐量估算中的应用研究
其他题名	Application Study of the Thermal Infrared Emissivity Spectra in the Estimation of Salt Content of Saline Soil
	夏军; 塔西甫拉提·特依拜; 买买提·沙吾提; 张飞; 韩桂红
来源期刊	光谱学与光谱分析
ISSN	1000-0593
出版年	2012
卷号	32 期号:11 页码:2956-2961
中文摘要	利用傅里叶变换红外光谱仪对绿洲盐渍化土壤进行野外测量,采用光谱平滑迭代法对温度和发射率进行分离,得到了盐渍化土壤的热红外发射率数据。通过对盐渍化土壤发射率光谱的特征分析,得出8~13mum土壤发射率随盐分含量的增加而减小,发射率光谱对盐分因子的响应在8~9.5mum较敏感。分析了原始发射率光谱、一阶导数、二阶导数和标准化比值与含盐量之间的相关性,表明土壤发射率与含盐量呈负相关关系,发射率一阶导数与含盐量的相关性最高,相关系数最大为0.7242,对应波段为8.370745~8.390880mum。建立了土壤发射率一阶导数与盐分含量的二次函数回归模型,模型拟合的决定系数为0.7414,验证结果的均方根误差为0.2355,说明利用热红外发射率光谱反演土壤盐分含量的方法可行。
英文摘要	Studying of soil salinization is of great significance for agricultural production in arid area oasis, thermal infrared remote sensing technology provides a new technology and method in this field. Authors used Fourier transform infraredspectrometer to measure the oasis saline soil in field, employed iterative spectrally smooth temperature/emissivity separation algorithm(ISSTES) to separate temperature and emissivity, and acquired the thermal infrared emissivity data ofthe saline soil. Through researching the emissivity spectral feature of salinesoil, and concluded that soil emissivity will reduce with the increasing of salt content from 8 to 13 mum, so emissivity spectra is more sensitive to salt factor from 8 to 9.5 mum. Then, analyzed the correlation between original emissivity spectra and its first derivative, second derivative and normalized ratio with salt content, the result showed that they have a negative correlation relationship between soil emissivity and salt content, and the correlation between emissivity first derivative and salt content is highest, reach to 0.724 2, the corresponding bands are from 8.370 745~8.390 880 mum. Finally, established the quadratic function regression model, its determination coefficient is0.741 4, and root mean square error is 0.235 5, the result explained that the approach of using thermal infrared emissivity to retrieve the salt content ofsaline soil is feasible.
中文关键词	土壤 ; 盐渍化 ; 含盐量 ; 热红外 ; 发射率 ; 光谱平滑迭代法
英文关键词	Soil Salinization Salt content Thermal infrared Emissivity ISSTES
语种	中文
国家	中国
收录类别	CSCD
WOS类目	REMOTE SENSING
WOS研究方向	Remote Sensing
CSCD记录号	CSCD:4661795
来源机构	新疆大学
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/228203
作者单位	新疆大学资源与环境科学学院, 绿洲生态教育部重点实验室, 乌鲁木齐, 新疆 830046, 中国
推荐引用方式 GB/T 7714	夏军,塔西甫拉提·特依拜,买买提·沙吾提,等. 热红外发射率光谱在盐渍化土壤含盐量估算中的应用研究[J]. 新疆大学,2012,32(11):2956-2961.
APA	夏军,塔西甫拉提·特依拜,买买提·沙吾提,张飞,&韩桂红.(2012).热红外发射率光谱在盐渍化土壤含盐量估算中的应用研究.光谱学与光谱分析,32(11),2956-2961.
MLA	夏军,et al."热红外发射率光谱在盐渍化土壤含盐量估算中的应用研究".光谱学与光谱分析 32.11(2012):2956-2961.