Arid
DOI10.1007/s12665-015-4383-x
Reflectance spectroscopic approach for estimation of soil properties in hot arid western Rajasthan, India
Santra, Priyabrata1; Singh, Ravindra2; Sarathjith, M. C.2; Panwar, N. R.3; Varghese, Preeti1; Das, B. S.2
通讯作者Santra, Priyabrata
来源期刊ENVIRONMENTAL EARTH SCIENCES
ISSN1866-6280
EISSN1866-6299
出版年2015
卷号74期号:5页码:4233-4245
英文摘要

Periodic and regular assessment of land degradation in arid regions of the world is essential for implementing suitable corrective measures in time. Assessment of soil properties based on soil sampling from hot arid tracts followed by laboratory analysis is a formidable task. Reflectance spectroscopy appears to be an emerging technology for the assessment of soils in extreme environment. In this study, soil spectral library of 138 soil samples from hot arid western Rajasthan have been created in visible, near-infrared and short wave infrared (350-2500 nm) region of the electromagnetic spectrum along with the measurements of basic soil properties. Further, spectral reflectance-based algorithms have been developed for rapid assessment of soil resources of arid regions. Results showed that sand and clay content may be satisfactorily estimated from linear models involving principal components (PCs) or derived band reflectance as the input variables (R (2) = 0.41-0.43). Organic carbon (OC) content of soil was also found satisfactorily correlated with spectral data (R (2) = 0.27). Derived band reflectance corresponding to Operational Land Imager bands of Landsat-8 has been found best to predict soil properties. Soil OC content has been found to be best estimated by derived spectral band data corresponding to spectral bands of IRS-P6 satellite. Partial least square regression-based models were found even better than the PCs-based and band reflectance-based multiple regression models for estimating soil properties. Thus, the present study indicates that soil spectral reflectance data captured by remote sensing satellites may have a great potential for rapid assessment of soil resources in arid regions.


英文关键词VIS-NIR-SWIR Indian Thar Desert Principal components Band reflectance Partial least square regression (PLSR) Soil resource assessment
类型Article
语种英语
国家India
收录类别SCI-E
WOS记录号WOS:000360401400049
WOS关键词SPECTRAL REFLECTANCE ; ORGANIC-MATTER ; WATER CONTENT ; METHODS PLSR ; RESOLUTION ; SALINITY ; COLOR ; CLAY
WOS类目Environmental Sciences ; Geosciences, Multidisciplinary ; Water Resources
WOS研究方向Environmental Sciences & Ecology ; Geology ; Water Resources
来源机构ICAR Central Arid Zone Research Institute
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/187048
作者单位1.ICAR Cent Arid Zone Res Inst, Div Agr Engn Arid Prod Syst, Jodhpur 342003, Rajasthan, India;
2.IIT, Agr & Food Engn Dept, Kharagpur 721302, W Bengal, India;
3.ICAR Cent Arid Zone Res Inst, Div Nat Resources & Environm, Jodhpur 342003, Rajasthan, India
推荐引用方式
GB/T 7714
Santra, Priyabrata,Singh, Ravindra,Sarathjith, M. C.,et al. Reflectance spectroscopic approach for estimation of soil properties in hot arid western Rajasthan, India[J]. ICAR Central Arid Zone Research Institute,2015,74(5):4233-4245.
APA Santra, Priyabrata,Singh, Ravindra,Sarathjith, M. C.,Panwar, N. R.,Varghese, Preeti,&Das, B. S..(2015).Reflectance spectroscopic approach for estimation of soil properties in hot arid western Rajasthan, India.ENVIRONMENTAL EARTH SCIENCES,74(5),4233-4245.
MLA Santra, Priyabrata,et al."Reflectance spectroscopic approach for estimation of soil properties in hot arid western Rajasthan, India".ENVIRONMENTAL EARTH SCIENCES 74.5(2015):4233-4245.
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