Journal cover Journal topic
Geoscientific Model Development An interactive open-access journal of the European Geosciences Union
Geosci. Model Dev., 11, 2175-2187, 2018
https://doi.org/10.5194/gmd-11-2175-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
Model description paper
13 Jun 2018
IPA (v1): a framework for agent-based modelling of soil water movement
Benjamin Mewes and Andreas H. Schumann Institute of Hydrology, Water Resource Management and Environmental Engineering, Ruhr University, Bochum, 44801, Germany
Abstract. In the last decade, agent-based modelling (ABM) became a popular modelling technique in social sciences, medicine, biology, and ecology. ABM was designed to simulate systems that are highly dynamic and sensitive to small variations in their composition and their state. As hydrological systems, and natural systems in general, often show dynamic and non-linear behaviour, ABM can be an appropriate way to model these systems. Nevertheless, only a few studies have utilized the ABM method for process-based modelling in hydrology. The percolation of water through the unsaturated soil is highly responsive to the current state of the soil system; small variations in composition lead to major changes in the transport system. Hence, we present a new approach for modelling the movement of water through a soil column: autonomous water agents that transport water through the soil while interacting with their environment as well as with other agents under physical laws.
Citation: Mewes, B. and Schumann, A. H.: IPA (v1): a framework for agent-based modelling of soil water movement, Geosci. Model Dev., 11, 2175-2187, https://doi.org/10.5194/gmd-11-2175-2018, 2018.
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