A New Soil Sampling Design in Coastal Saline Region Using EM38 and VQT Method
Yao, Rongjiang1,2; Yang, Jingsong1,2; Zhao, Xiufang1; Chen, Xiaobing3; Han, Jianjun1; Li, Xiaoming1; Liu, Meixian1; Shao, Hongbo3
Source PublicationCLEAN-SOIL AIR WATER
2012-09-01
Volume40Issue:9Pages:972-979
KeywordCoastal Saline Region Electromagnetic Induction Sampling Design Variability Variance Quad-tree
AbstractSpatial sampling design based on the variability and distribution of soil properties is an important issue with the progress in precision agriculture and soil ecology. Electromagnetic induction (type EM38) and variance quad-tree (VQT) method were both applied to optimize the sampling scheme of soil salinity in a coastal reclamation field in north Jiangsu Province, China. Apparent soil electrical conductivity (ECa) measured with EM38 was used as an ancillary variable and the spatial distribution of ECa was used as priori information. The process and result of VQT algorithm analysis was illustrated and the obtained sampling strategy was validated using observed soil salinity. Then the spatial precision and sampling efficiency were evaluated. The result indicated that the spatial distribution of soil salinity produced with the VQT scheme was quite similar to that produced with total sampling sites, while sampling quantity of the former was reduced to approximately 1/2 of the latter. The spatial precision of VQT scheme was considerably higher than that of traditional grid method with respect to the same sampling number, and fewer samples were required for VQT scheme to obtain the same precision level. A 17.3% increase in sampling efficiency was achieved by VQT over grid method at the precision level of 90%. The VQT method was proved to be more efficient and economical because it can sample intensively or sparsely according to variation status in local areas. The associated application of EM38 and VQT method provides efficient tools and theoretical basis for saving sampling cost and improving sampling efficiency in coastal saline region and enriching soil ecology.
SubtypeArticle
Indexed BySCI
Language英语
WOS KeywordELECTROMAGNETIC INDUCTION ; SPATIAL PREDICTION ; WETLAND SOILS ; CHINA ; CONTAMINATION ; INFORMATION ; VARIABILITY ; CALIBRATION ; ALGORITHM ; VARIANCE
WOS Research AreaEnvironmental Sciences & Ecology ; Marine & Freshwater Biology ; Water Resources
WOS IDWOS:000308932800012
Citation statistics
Cited Times:6[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.yic.ac.cn/handle/133337/5698
Collection中科院海岸带环境过程与生态修复重点实验室_滨海湿地实验室
Affiliation1.Chinese Acad Sci, Inst Soil Sci, State Key Lab Soil & Sustainable Agr, Nanjing 210008, Peoples R China
2.Chinese Acad Sci, Nanjing Branch, Dongtai Inst Tidal Flat Res, Dongtai, Peoples R China
3.Chinese Acad Sci, Yantai Inst Coastal Zone Res, CAS Shandong Prov Key Lab Coastal Environm Proc, Yantai, Peoples R China
Recommended Citation
GB/T 7714
Yao, Rongjiang,Yang, Jingsong,Zhao, Xiufang,et al. A New Soil Sampling Design in Coastal Saline Region Using EM38 and VQT Method[J]. CLEAN-SOIL AIR WATER,2012,40(9):972-979.
APA Yao, Rongjiang.,Yang, Jingsong.,Zhao, Xiufang.,Chen, Xiaobing.,Han, Jianjun.,...&Shao, Hongbo.(2012).A New Soil Sampling Design in Coastal Saline Region Using EM38 and VQT Method.CLEAN-SOIL AIR WATER,40(9),972-979.
MLA Yao, Rongjiang,et al."A New Soil Sampling Design in Coastal Saline Region Using EM38 and VQT Method".CLEAN-SOIL AIR WATER 40.9(2012):972-979.
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