基于VRML的土壤电导率三维空间变异性虚拟实现建模研究
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国家自然科学基金项目(41101197)、教育部人文社会科学研究项目(10YJC910002)、江西省自然科学基金项目(20114BAB213017)资助


VRML-based virtual reality modeling of three dimensional variation of soil electrical conductivity
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    摘要:

    如何表达土壤属性的三维空间变异性对传统的土壤剖面采样、空间变异分析和三维可视化表达提出了挑战。以浙江省围垦海涂水稻田土壤盐分为例,采用EM38电磁感应线性模型结合二阶Tikhonov正则化方法反演剖面0~110 cm范围内10个土层深度的土壤电导率作为三维空间变异性研究的数据源;然后利用三维反距离权重方法进行土壤盐分的三维空间插值;最后分别采用虚拟现实建模语言(VRML)的球体、切片、地柱模型对土壤电导率剖面离散点、二维空间变异切片、三维变异土体模型进行三维虚拟现实可视化建模,并实现模型的网络发布。结果表明,在田间尺度上,三维反距离权重方法可较好地对土壤电导率在三维空间的分布进行预测插值;通过VRML方法进行可视化建模可较好地展示及解析土壤电导率的三维空间分布规律;水平方向上,土壤盐分从西北面向东南面逐渐增大,垂直方向上,土壤盐分随土层深度的增加而增大,且东南角土壤盐分最大;此外,用户可利用IE浏览器实现虚拟现实模型的可视化及对模型进行平移、放大、缩小、旋转等基本操作。基于VRML的虚拟建模方法可为土壤属性的三维变异性可视化及网络共享提供新途径。

    Abstract:

    During the past 40 years, more than 400 000 hm2 of the tide flat in the Yangtze River delta of China have been reclaimed for agriculture. The polders must be washed to have the salt in the soil leached away before they can be used to grow rice. However, strong evapotranspiration brings salt back from deep soil layers, and the salt accumulates in the root-zone (0~1 m). So accurate three-dimensional soil salt maps can serve as decision-making basis for rice farmers of the polders to work out rational cultivation programs. So far little has been reported on three-dimensional space variability of soil salts and most of the researches in this field at home and abroad are using two-dimensional space variation maps to express three-dimensional space variability. How to express three-dimensional space variability of soil properties is a challenge to the traditional soil profile sampling, space variation analysis and three-dimensional visualized expression. In this project, the paddy field in the polder of Zhejiang Province was cited as a case of study. First, apparent electrical conductivity (ECa) of the paddy field was measured using an EM38 from different heights above the ground and then a linear model coupled with the Tikhonov regularization method was used to inverse electrical conductivities at 10 different soil depths of a profile of 0~110 cm. The data gathered from the 56 soil profiles in the field were used as basis in the study on three-dimensional space variability of soil salinity. Then, the soil ECa was interpolated three-dimensionally on a field scale using the Three-dimensional Inverse Distance Weighting (3D-IDW) method. In the end, the sphere, section and plume models of the Virtual Reality Modeling Language (VRML) were used separately to build soil electrical conductivity virtual reality visualized models for scattered electrical conductivity points on profiles, sections of two dimensional space variation at the horizontal and vertical directions and three-dimensional soil solum model, and eventually to realize distribution of VRML models on the internet (http://agri.zju.edu.cn/3d/). The descriptive statistics of profile soil salinity shows that the minimum, median and maximum values of EC all increased with soil depth. On the field scale, 3D-IDW is a fairly good method for prediction and interpolation of three-dimensional space distribution of soil EC, and VRML is a good one, too, for visualized modeling to exhibit and analyze three-dimensional space distribution laws of soil EC. Horizontally, soil salinity increased gradually form the northwest to the southeast of the filed, and vertically, it did with soil depth. Soil salinity was the highest in the southeast corner of the field. The spatial distribution of soil salinity is true, The drainage ditches around of the field helped drain soil water from the field, lowering the soil humidity. Besides, the field declined from northwest to southeast in topography. River water was led into the field in the west to wash soil salt and drained through the trunk into the Hangzhou Gulf. As the northwest corner was higher in topography, it got free of the impact of sea water earlier and soil salt therein was easily leached off, while salt-containing groundwater flew continuously toward the lower southeast corner. Users can access the website for VRML models, and do some basic operations, such as pan, zoom in, zoom out and rotation, to the VRML models. With the aid of EM38, 3D-IDW and VRML it is feasible to plot visualized three-dimensional soil properties space variability maps, which can be shared via network.

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李洪义,顾呈剑,但承龙,史 舟.基于VRML的土壤电导率三维空间变异性虚拟实现建模研究[J].土壤学报,2015,52(4):776-782. DOI:10.11766/trxb201407140355 Li Hongyi, Gu Chengjian, Dan Chenglong, Shi Zhou. VRML-based virtual reality modeling of three dimensional variation of soil electrical conductivity[J]. Acta Pedologica Sinica,2015,52(4):776-782.

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  • 收稿日期:2014-07-14
  • 最后修改日期:2014-12-02
  • 录用日期:2015-01-16
  • 在线发布日期: 2015-04-24
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