• 主题
高级搜索  >
历史搜索 清空历史
首页> 外文学位 >Integration of cellular automata and geographic information systems for modeling spatial dynamics.
【24h】

Integration of cellular automata and geographic information systems for modeling spatial dynamics.

机译：集成了细胞自动机和地理信息系统，以对空间动力学建模。

获取原文
获取原文并翻译 | 示例
页面导航
  • 摘要
  • 著录项
  • 相似文献
  • 相关主题

摘要

The primary goal of this research was to develop a prototype system that fully integrates CA simulators and GIS in order to improve the spatial dynamic modeling capability of GIS and provide an effective spatial dynamic modeling environment. An integrated CA-GIS system in which CA simulators (Cellular and CAM-6) are tightly coupled with GIS (IDRISI) and serve as the analytical engines for GIS was designed. In order to implement this tight coupling strategy, linkage modules (data model translators and an operation handler) and a common user interface were developed in this research.;Using this CA-GIS integrated system, this research was able to implement and develop both existing GIS operations/modeling functions and new GIS operations. Many existing GIS operations such as local, focal, and incremental operations have been successfully implemented within the integrated system. Some GIS operations implemented using the CA simulators showed better performance than the original GIS ones. More importantly, new types of spatial operations such as various shape of spatial filters local time-series, focal time-series filter, gas diffusion operators, and the diffusion-limited aggregation (DLA) operator that are not available in contemporary GIS were developed and implemented using the integrated CA-GIS system. Most significantly the demonstration of three spatial dynamic modeling examples (the Hagerstrand's innovation diffusion model, a forest fire model, and an urban growth simulation model) has shown that complex spatial dynamic models can be successfully implemented within this CA-GIS environment, providing increased ability of dynamic modeling in GIS.
机译：这项研究的主要目标是开发一个将CA仿真器和GIS完全集成的原型系统，以提高GIS的空间动态建模能力并提供有效的空间动态建模环境。设计了一个集成的CA-GIS系统，其中CA仿真器（Cellular和CAM-6）与GIS（IDRISI）紧密耦合，并用作GIS的分析引擎。为了实现这种紧密耦合策略，本研究开发了链接模块（数据模型转换器和操作处理程序）和通用的用户界面。；使用此CA-GIS集成系统，本研究能够实现和开发现有的两种GIS操作/建模功能和新的GIS操作。许多现有的GIS操作（例如本地，焦点和增量操作）已在集成系统中成功实现。使用CA模拟器实现的某些GIS操作表现出比原始GIS更好的性能。更重要的是，开发了新型的空间运算，例如各种形状的空间滤波器局部时间序列，焦点时间序列滤波器，气体扩散算符和当代GIS中不可用的扩散限制集合（DLA）运算符，使用集成的CA-GIS系统实施。最重要的是，对三个空间动力建模示例（Hagerstrand的创新扩散模型，森林火灾模型和城市增长模拟模型）的演示表明，可以在此CA-GIS环境中成功实施复杂的空间动力模型，从而提供增强的功能GIS中的动态建模。

著录项

  • 作者

    Park, Soohong.;

  • 作者单位

    University of South Carolina.;

  • 授予单位 University of South Carolina.;
  • 学科 Physical Geography.;Remote Sensing.
  • 学位 Ph.D.
  • 年度 1996
  • 页码 205 p.
  • 总页数 205
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱：kefu@zhangqiaokeyan.com

京公网安备：11010802029741号 ICP备案号：京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有

  • 客服微信

  • 服务号