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--- a/CITATION.cff
+++ b/CITATION.cff
@@ -16,14 +16,14 @@ 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 
+  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"