Mesa- geo:基于Mesa agent的Python建模框架的GIS扩展

Boyu Wang, Vincent Hess, A. Crooks
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引用次数: 4

摘要

Mesa是一个用Python编程语言实现的基于代理的开源建模(ABM)框架,允许用户构建和可视化基于代理的模型。多年来,它已被用于从生物学到劳动力动力学的各种应用领域。然而,没有直接支持将地理信息系统(GIS)中的地理数据集成到用Mesa创建的模型中。用户不得不依靠自己的实现来满足这些需求。在本文中,我们提出了Mesa- geo,一个Mesa的GIS扩展,它允许用户导入,操作,可视化和导出ABM的地理数据。我们介绍了Mesa-Geo的主要组件和功能,然后是利用地理数据的示例应用程序,这些应用程序演示了Mesa-Geo的核心功能和基于代理的模型的常见特征。最后,对Mesa-Geo的未来发展方向进行了讨论和展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mesa-Geo: A GIS Extension for the Mesa Agent-Based Modeling Framework in Python
Mesa is an open-source agent-based modeling (ABM) framework implemented in the Python programming language, allowing users to build and visualize agent-based models. It has been used in a diverse range of application areas over the years ranging from biology to workforce dynamics. However, there has been no direct support for integrating geographical data from geographical information systems (GIS) into models created with Mesa. Users have had to rely on their own implementations to meet such needs. In this paper we present Mesa-Geo, a GIS extension for Mesa, which allows users to import, manipulate, visualise and export geographical data for ABM. We introduce the main components and functionalities of Mesa-Geo, followed by example applications utilizing geographical data which demonstrates Mesa-Geo's core functionalities and features common to agent-based models. Finally, we conclude with a discussion and outlook on future directions for Mesa-Geo.
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