TY - JOUR
T1 - A coupled simulation architecture for agent-based/geohydrological modelling with NetLogo and MODFLOW
AU - Jaxa-Rozen, Marc
AU - Kwakkel, Jan H.
AU - Bloemendal, Martin
PY - 2019
Y1 - 2019
N2 - The modelling of social-ecological systems can provide useful insights into the interaction of social and environmental processes. However, quantitative social-ecological models should acknowledge the complexity and uncertainty of both underlying subsystems. For example, the agent-based models which are increasingly popular for groundwater studies can be made more realistic by incorporating geohydrological processes. Conversely, groundwater models can benefit from an agent-based depiction of the decision-making and feedbacks which drive groundwater exploitation. From this perspective, this work introduces a Python-based software architecture which couples the NetLogo agent-based platform with the MODFLOW/SEAWAT geohydrological modelling environment. This approach enables users to design agent-based models in NetLogo's user-friendly platform, while benefiting from the full capabilities of MODFLOW/SEAWAT. This workflow is illustrated for a simplified application of Aquifer Thermal Energy Storage (ATES).
AB - The modelling of social-ecological systems can provide useful insights into the interaction of social and environmental processes. However, quantitative social-ecological models should acknowledge the complexity and uncertainty of both underlying subsystems. For example, the agent-based models which are increasingly popular for groundwater studies can be made more realistic by incorporating geohydrological processes. Conversely, groundwater models can benefit from an agent-based depiction of the decision-making and feedbacks which drive groundwater exploitation. From this perspective, this work introduces a Python-based software architecture which couples the NetLogo agent-based platform with the MODFLOW/SEAWAT geohydrological modelling environment. This approach enables users to design agent-based models in NetLogo's user-friendly platform, while benefiting from the full capabilities of MODFLOW/SEAWAT. This workflow is illustrated for a simplified application of Aquifer Thermal Energy Storage (ATES).
KW - Agent-based modelling
KW - Groundwater modelling
KW - MODFLOW
KW - NetLogo
KW - Social-ecological systems
UR - http://www.scopus.com/inward/record.url?scp=85061104880&partnerID=8YFLogxK
U2 - 10.1016/j.envsoft.2019.01.020
DO - 10.1016/j.envsoft.2019.01.020
M3 - Article
AN - SCOPUS:85061104880
SN - 1364-8152
VL - 115
SP - 19
EP - 37
JO - Environmental Modelling and Software
JF - Environmental Modelling and Software
ER -