CyberSoLIM: A cyber platform for digital soil mapping
文献类型：SCI/SSCI论文
| 作者 | Jiang J. C.; Zhu, A. X.; Qin, C. Z.; Zhu, T. X.; Liu, J. Z.; Du, F.; Liu, J.; Zhang, G. M.; an, Y. M. |
| 发表日期 | 2016 |
| 关键词 | Digital soil mapping (DSM) Heuristic model building Visualized modeling Parallel computing Online mapping system model resolution erosion gis |
| 英文摘要 | In recent years, new demands and trends have emerged in the digital soil mapping (DSM) field: the range of applications as well as the range of users has become much diverse. Users of DSM include not only experts in soil science community but also those from relevant domains (e.g., hydrology, ecology). In addition, the rapid expansion of areas for DSM and the ever increasing spatial resolution of covariates call for an accelerated level of computation. These new trends have raised the bar for DSM software platforms. This paper presents CyberSoLIM, a prototype system to illustrate an idea of easy-of-use and high performance enabled cyber environment for DSM. CyberSoLIM is implemented to have five main features: (1) heuristic modeling, which allows digital soil mappers to construct DSM workflow easily; (2) visualized modeling with which the conceptual workflow of DSM is expressed by graphic icons; (3) workflow reuse, which increases the efficiency of DSM deployment; (4) online execution and high-performance computing, which can use the advantage of cyber infrastructure and high-performance computing; and (5) web service enabled, which provides effective and easy means to share and integrate models and algorithms. As an illustration of such environment, CyberSoLIM was used to infer the silt content in topsoil (0-20 cm) in China's Anhui Province. The case study confirms that software platform as illustrated by CyberSoLIM is easy to use and efficient in terms of mapping productivity. (C) 2015 Elsevier B.V. All rights reserved. |
| 出处 | Geoderma |
| 卷 | 263 |
| 页 | 234-243 |
| 语种 | 英语 |
| ISSN号 | 0016-7061 |
| DOI标识 | 10.1016/j.geoderma.2015.04.018 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/43006]  |
| 专题 | 地理科学与资源研究所_历年回溯文献 |
| 推荐引用方式 GB/T 7714 | Jiang J. C.,Zhu, A. X.,Qin, C. Z.,et al. CyberSoLIM: A cyber platform for digital soil mapping. 2016. |
入库方式： OAI收割
来源：地理科学与资源研究所
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