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

被引:10
|
作者
Holm, Stefan [1 ,2 ]
Hilty, Lorenz M. [2 ,3 ]
Lemm, Renato [1 ]
Thees, Oliver [1 ]
机构
[1] Swiss Fed Inst Forest Snow & Landscape Res WSL, Birmensdorf, Switzerland
[2] Univ Zurich, Dept Informat, Zurich, Switzerland
[3] Swiss Fed Labs Mat Sci & Technol EMPA, St Gallen, Switzerland
来源
PLOS ONE | 2018年 / 13卷 / 01期
基金
瑞士国家科学基金会;
关键词
EXPLANATION; PREDICTION; PROTOCOL;
D O I
10.1371/journal.pone.0190605
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:24
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