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EwoutH authored Dec 29, 2024
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cff-version: 1.2.0
message: "If you use this work, please cite it as below."
message: If you use this work, please cite it as below.
authors:
- family-names: "Wang"
given-names: "Boyu"
- family-names: "Hess"
given-names: "Vincent"
- family-names: "Crooks"
given-names: "Andrew"
title: "Mesa-Geo: A GIS Extension for the Mesa Agent-Based Modeling Framework in Python"
type: conference-paper
- family-names: Wang
given-names: Boyu
- family-names: Hess
given-names: Vincent
- family-names: Crooks
given-names: Andrew
title: "Mesa-Geo: A GIS Extension for the Mesa Agent-Based Modeling Framework in
Python"
year: 2022
isbn: "9781450395373"
publisher: "Association for Computing Machinery"
address: "New York, NY, USA"
url: "https://doi.org/10.1145/3557989.3566157"
doi: "10.1145/3557989.3566157"
publisher: Association for Computing Machinery
address: New York, NY, USA
url: https://doi.org/10.1145/3557989.3566157
doi: 10.1145/3557989.3566157
abstract: >
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.
book-title: "Proceedings of the 5th ACM SIGSPATIAL International Workshop on GeoSpatial Simulation"
pages: "1–10"
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.
type: conference-paper
booktitle: Proceedings of the 5th ACM SIGSPATIAL International Workshop on
GeoSpatial Simulation
pages: 1–10
numpages: 10
keywords:
- agent-based modeling (ABM)
- geographic information systems (GIS)
- complex systems
- Python
conference:
name: "5th ACM SIGSPATIAL International Workshop on GeoSpatial Simulation"
location: "Seattle, Washington"
series: "GeoSim '22"
location: Seattle, Washington
series: GeoSim '22

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