An agent-based model that simulates the spatio-temporal dynamics of sources and transfer mechanisms contributing faecal indicator organisms to streams. Part 1: Background and model description

Aaron J. Neill* (Corresponding Author), Doerthe Tetzlaff, Norval J. C. Strachan, Rupert L. Hough, Lisa M. Avery, Sylvain Kuppel, Marco P. Maneta, Chris Soulsby

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

5 Citations (Scopus)
14 Downloads (Pure)

Abstract

A new Model for the Agent-based simulation of Faecal Indicator Organisms (MAFIO) is developed that attempts to overcome limitations in existing faecal indicator organism (FIO) models arising from coarse spatial discretisations and poorly-constrained hydrological processes. MAFIO is a spatially-distributed, process-based model presently designed to simulate the fate and transport of agents representing FIOs shed by livestock at the sub-field scale in small (<10 km2) agricultural catchments. Specifically, FIO loading, die-off, detachment, surface routing, seepage and channel routing are modelled on a regular spatial grid. Central to MAFIO is that hydrological transfer mechanisms are simulated based on a hydrological environment generated by an external model for which it is possible to robustly determine the accuracy of simulated catchment hydrological functioning. The spatially-distributed, tracer-aided ecohydrological model EcH2O-iso is highlighted as a possible hydrological environment generator. The present paper provides a rationale for and description of MAFIO, whilst a companion paper applies the model in a small agricultural catchment in Scotland to provide a proof-of-concept.
Original languageEnglish
Article number110903
Number of pages18
JournalJournal of Environmental Management
Volume270
Early online date14 Jul 2020
DOIs
Publication statusPublished - 15 Sept 2020

Bibliographical note

Software availability

The source code for MAFIO as outlined in this work is available via the University of Aberdeen PURE repository: https://doi.org/10.20392/66f74663-ece3-4a52-8bed-f0cf52d0831a The source code for EcH2O-iso is available at: https://bitbucket.org/sylka/ech2o_iso/src/master_2.0/

Acknowledgements

Funding for this work from the Scottish Government’s Hydro Nation Scholars Programme is gratefully acknowledged. Many thanks go to Sim Reaney and John Wainwright for initial discussions regarding environmental agent-based modelling approaches and methods for their implementation.

Keywords

  • Diffuse pollution
  • E. coli
  • EcH2O-iso
  • Microbial water quality
  • Tracer-aided modelling
  • Water quality modelling
  • EcH O-iso
  • CATCHMENT-SCALE
  • CELLULAR-AUTOMATA
  • EcH(2)O-iso
  • HYDROLOGICAL CONNECTIVITY
  • ESCHERICHIA-COLI
  • FRESH-WATER
  • E. COLI
  • ECOHYDROLOGIC SEPARATION
  • LAND-USE
  • WATER-QUALITY
  • SURFACE WATERS

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