Empirical validation of an agent-based model of wood markets in Switzerland.

We present an agent-based model of wood markets and show our efforts to validate this model using empirical data from different sources, including interviews, workshops, experiments, and official statistics. Own surveys closed gaps where data was not available. Our approach to model validation used...

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Main Authors: Stefan Holm, Lorenz M Hilty, Renato Lemm, Oliver Thees
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5774711?pdf=render
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spelling doaj-402a0d6fe0624cd9a21517414eb7ce6b2020-11-25T01:24:02ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01131e019060510.1371/journal.pone.0190605Empirical validation of an agent-based model of wood markets in Switzerland.Stefan HolmLorenz M HiltyRenato LemmOliver TheesWe present an agent-based model of wood markets and show our efforts to validate this model using empirical data from different sources, including interviews, workshops, experiments, and official statistics. Own surveys closed gaps where data was not available. Our approach to model validation used a variety of techniques, including the replication of historical production amounts, prices, and survey results, as well as a historical case study of a large sawmill entering the market and becoming insolvent only a few years later. Validating the model using this case provided additional insights, showing how the model can be used to simulate scenarios of resource availability and resource allocation. We conclude that the outcome of the rigorous validation qualifies the model to simulate scenarios concerning resource availability and allocation in our study region.http://europepmc.org/articles/PMC5774711?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Stefan Holm
Lorenz M Hilty
Renato Lemm
Oliver Thees
spellingShingle Stefan Holm
Lorenz M Hilty
Renato Lemm
Oliver Thees
Empirical validation of an agent-based model of wood markets in Switzerland.
PLoS ONE
author_facet Stefan Holm
Lorenz M Hilty
Renato Lemm
Oliver Thees
author_sort Stefan Holm
title Empirical validation of an agent-based model of wood markets in Switzerland.
title_short Empirical validation of an agent-based model of wood markets in Switzerland.
title_full Empirical validation of an agent-based model of wood markets in Switzerland.
title_fullStr Empirical validation of an agent-based model of wood markets in Switzerland.
title_full_unstemmed Empirical validation of an agent-based model of wood markets in Switzerland.
title_sort empirical validation of an agent-based model of wood markets in switzerland.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description We present an agent-based model of wood markets and show our efforts to validate this model using empirical data from different sources, including interviews, workshops, experiments, and official statistics. Own surveys closed gaps where data was not available. Our approach to model validation used a variety of techniques, including the replication of historical production amounts, prices, and survey results, as well as a historical case study of a large sawmill entering the market and becoming insolvent only a few years later. Validating the model using this case provided additional insights, showing how the model can be used to simulate scenarios of resource availability and resource allocation. We conclude that the outcome of the rigorous validation qualifies the model to simulate scenarios concerning resource availability and allocation in our study region.
url http://europepmc.org/articles/PMC5774711?pdf=render
work_keys_str_mv AT stefanholm empiricalvalidationofanagentbasedmodelofwoodmarketsinswitzerland
AT lorenzmhilty empiricalvalidationofanagentbasedmodelofwoodmarketsinswitzerland
AT renatolemm empiricalvalidationofanagentbasedmodelofwoodmarketsinswitzerland
AT oliverthees empiricalvalidationofanagentbasedmodelofwoodmarketsinswitzerland
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