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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 |