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基于模型流的资源环境模型复合语言与应用
  • ISSN号:1560-8999
  • 期刊名称:《地球信息科学学报》
  • 时间:0
  • 分类:TP399[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构:[1]中国科学院地理科学与资源研究所资源与环境信息系统国家重点实验室,北京100101, [2]中国科学院大学,北京100049
  • 相关基金:国家科技支撑课题(2013BAC03800);国家高技术研究发展计划项目(2013AA122003);国家重点基础研究“973”计划(2010cB950904);国家自然科学基金项目(41023010);福建省自然科学基金资助项目(2011J01268).
中文摘要:

资源环境领域的研究对象常被抽象为若干子模型复合而成的复杂模型,如何有效地集成这些子模型成为资源环境模型集成的主要内容。随着各种地学相关问题的日益复杂和多样化,传统的建模语言与友好易用的图形建模等集成建模方式已无法满足大规模高复杂的模型构建需求。本文在已有的相关理论基础上,针对复合模型构建的灵活性和复杂性之间的矛盾,将模型复合模式的本质抽象化,提出资源环境“模型流”的形式化语言描述,实现了模型流建模环境。应用实例表明,基于模型流的模型构建方式采用简洁的符号表示,避免了繁琐的图形构建环节,可快速灵活地构建高复杂度模型。模型流的提出为模型复合的调度性能优化和智能自动化集成等进一步的研究奠定了基础。

英文摘要:

Resources and environmental problems directly related to the survival and development of mankind constitute hot issues of concern in the global community. Because of the complexity and diversity of concrete is-sues, research object is usually abstracted to a complicated model which consists of several sub-models in the do-main of resources and environment research. Experts and scholars divided big models into a number of subsys-tems on the base of scientific hypotheses of complex environmental and resource system generated by a specific mechanism or statistical analysis methods. How to integrate these models effectively constitutes the chief chal-lenge of the research of resource and environment model integration. With the rapid development of complexity and diversity of geo-sciences related issues, integrated modeling methods which include traditional modeling lan-guages and user-friendly graphical-modeling have been unable to meet the need of the large-scale highly compli-cated modeling. Based on the current theories, this paper presented a formal language definition termed resource and environment model-flow (REM). REM is a useful supplement to the theory of resources and environment model integration. The build process of model-flow is described by the abstract formal symbolic language avoid-ing the concrete graphical modeling process. REM is abstracted from the nature of compound model to solve the contradiction between the flexibility and complexity of integrating model. It is suitable for building more com-plex composite models. We implemented the prototype modeling environment of REM. According to the applica-tion of the prototype system of REM, it was shown that model-flow based modeling process can build a compli-cated model by using simple symbols to express semantic meanings. The introduction of REM can provides a hard foundation for the further study of performance optimization and intelligent development about model inte-gration.

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期刊信息
  • 《地球信息科学学报》
  • 中国科技核心期刊
  • 主管单位:中国科学院
  • 主办单位:中国科学院地理科学与资源研究所 中国地理学会
  • 主编:徐冠华
  • 地址:北京大屯路甲11号
  • 邮编:100101
  • 邮箱:sxfu@lreis.ac.cn
  • 电话:010-64888891
  • 国际标准刊号:ISSN:1560-8999
  • 国内统一刊号:ISSN:11-5809/P
  • 邮发代号:82-919
  • 获奖情况:
  • 国内外数据库收录:
  • 中国中国科技核心期刊,中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:3181