Characterization of Greenhouse Soil Properties Using Mid-infrared Photoacoustic Spectroscopy
文献类型:期刊论文
作者 | Du Changwen; Deng Jing; Zhou Jianmin; Wang Huoyan; Chen Xiaoqin |
刊名 | SPECTROSCOPY LETTERS
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出版日期 | 2011 |
卷号 | 44期号:5页码:359-368 |
关键词 | greenhouse soil partial least square photoacoustic spectroscopy soil clay |
ISSN号 | 0038-7010 |
DOI | 10.1080/00387010.2010.545856 |
通讯作者 | Du Changwen(_chwdu@issas.ac.cn) |
英文摘要 | Evaluation of soil fertility is required for the sustainable production in greenhouses; however, routine agrochemical analytical methods are not practical since most of them are too time consuming and costly. In this study, Fourier transform midinfrared photoacoustic spectroscopy (FTIR-PAS) was applied as an alternative technique in the fast characterization of greenhouse soils. Nine source clays and 235 soil samples were obtained from different greenhouses in China, and their counterpart open-field soils were also sampled for comparison. The FTIR-PAS spectra of soil clays and soils were recorded with the wave-number range of 600-4000cm-1, and clear differences were observed among the spectra; soil organic matter (SOM) and soil clay played the main role in the spectral absorption. Partial least square regression (PLSR) models coupled to optimized spectral pretreatment were used to predict greenhouse soil properties, and FTIR-PAS spectra were closely related to SOM (R2=0.94) and soil total nitrogen (R2=0.90). For the other soil propertiessuch as pH, EC, water extractable P, K, Fe, and Cuthe calibration results were excellent or acceptable. These results suggested that FTIR-PAS could be used to determine most of greenhouse soil properties. Since the technique of FTIR-PAS is rapid and inexpensive, and it requires no sample pretreatment and little sample mass, it can be used in fast characterization of greenhouse soil and is a promising method for the management of greenhouse soil. |
收录类别 | SCI |
WOS关键词 | PARTIAL LEAST-SQUARES ; INFRARED REFLECTANCE SPECTROSCOPY ; REGRESSION ; NITRATE ; DIFFERENTIATION ; IDENTIFICATION |
WOS研究方向 | Spectroscopy |
WOS类目 | Spectroscopy |
语种 | 英语 |
WOS记录号 | WOS:000290429200009 |
出版者 | TAYLOR & FRANCIS INC |
URI标识 | http://www.irgrid.ac.cn/handle/1471x/2558955 |
专题 | 南京土壤研究所 |
通讯作者 | Du Changwen |
作者单位 | Chinese Acad Sci, Natl Key Lab Soil & Sustainable Agr, Inst Soil Sci, Nanjing 210008, Peoples R China |
推荐引用方式 GB/T 7714 | Du Changwen,Deng Jing,Zhou Jianmin,et al. Characterization of Greenhouse Soil Properties Using Mid-infrared Photoacoustic Spectroscopy[J]. SPECTROSCOPY LETTERS,2011,44(5):359-368. |
APA | Du Changwen,Deng Jing,Zhou Jianmin,Wang Huoyan,&Chen Xiaoqin.(2011).Characterization of Greenhouse Soil Properties Using Mid-infrared Photoacoustic Spectroscopy.SPECTROSCOPY LETTERS,44(5),359-368. |
MLA | Du Changwen,et al."Characterization of Greenhouse Soil Properties Using Mid-infrared Photoacoustic Spectroscopy".SPECTROSCOPY LETTERS 44.5(2011):359-368. |
入库方式: iSwitch采集
来源:南京土壤研究所
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