Modular Assessment of Rainfall-Runoff Models Toolbox (MARRMoT) v1.2: an open-source, extendable framework providing implementations of 46 conceptual hydrologic models as continuous state-space formulations

Wouter J.M. Knoben*, Jim E. Freer, Keirnan J.A. Fowler, Murray C. Peel, Ross A. Woods

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)

8 Citations (Scopus)
306 Downloads (Pure)

Abstract

This paper presents the Modular Assessment of Rainfall-Runoff Models Toolbox (MARRMoT): a modular open-source toolbox containing documentation and model code based on 46 existing conceptual hydrologic models. The toolbox is developed in Matlab and works with Octave. MARRMoT models are based solely on traceable published material and model documentation, not on already existing computer code. Models are implemented following several good practices of model development: definition of model equations (the mathematical model) is kept separate from the numerical methods used to solve these equations (the numerical model) to generate clean code that is easy to adjust and debug; the Implicit Euler time-stepping scheme is provided as the default option to numerically approximate each model’s Ordinary Differential Equations in a more robust way than (common) Explicit schemes would; threshold equations are smoothed to avoid discontinuities in the model’s objective function space; and the model equations are solved simultaneously, avoiding physically unrealistic sequential solving of fluxes. Generalized parameter ranges are provided to assist with model inter-comparison studies. In addition to this paper and its Supporting Materials, a User Manual is provided together with several workflow scripts that show basic example applications of the toolbox. The toolbox and User Manual are available from https://github.com/wknoben/MARRMoT (DOI: 10.5281/zenodo.3235664). Our main scientific objective in developing this toolbox is to facilitate the inter-comparison of conceptual hydrological model structures which are in widespread use, in order to ultimately reduce the uncertainty in model structure selection.
Original languageEnglish
Pages (from-to)2463-2480
Number of pages18
JournalGeoscientific Model Development
Volume12
Issue number6
Early online date25 Jun 2019
DOIs
Publication statusPublished - 25 Jun 2019

Fingerprint Dive into the research topics of 'Modular Assessment of Rainfall-Runoff Models Toolbox (MARRMoT) v1.2: an open-source, extendable framework providing implementations of 46 conceptual hydrologic models as continuous state-space formulations'. Together they form a unique fingerprint.

  • Student Theses

    Investigating conceptual model structure uncertainty: Progress in large-sample comparative hydrology

    Author: Knoben, W., 26 Jun 2019

    Supervisor: Freer, J. (Supervisor) & Woods, R. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy (PhD)

    File

    Cite this