Integrating forest simulation models and spatial-temporal interactive visualisation for decision making at landscape level

被引:18
作者
Chertov, O
Komarov, A
Andrienko, G
Andrienko, N
Gatalsky, P
机构
[1] GMD, German Natl Res Ctr Informat Technol, AIS KD Knowledge Discovery Team, D-53754 St Augustin, Germany
[2] St Petersburg State Univ, Inst Biol, St Petersburg 198904, Russia
[3] Russian Acad Sci, Inst Physicochem & Biol Problems Soil Sci, Pushchino 142292, Moscow Region, Russia
关键词
forest simulation models; forest landscape; interactive spatial data visualisation; exploratory data analysis; sustainable forest management; criteria & indicators; decision-making; expert system;
D O I
10.1016/S0304-3800(01)00437-9
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
The article represents an attempt to integrate long-term forest ecosystem modelling with modern techniques of exploratory data analysis. The idea of the integration was to build up a prototype system for forestry decision-making at landscape (forest enterprise) level to support the spatially oriented tasks arising from Criteria & Indicators (C&I) of Sustainable Forest Management (SFM). A model test was performed on a small forest plot consisting of various stands (forest inventory compartments) with two scenarios of silvicultural regimes. A combined spatially explicit forest simulation model EFIMOD 2 and the DESCARTES software system designed to support visual exploration of spatially referenced data were used in the experiment. The visualisation of simulation results on a sequence of interactive maps. It also allows direct representation of time series and spatial patterns of forest dynamics in a graphical form, and analysis of the dynamical trends under various silvicultural regimes. The diversity of ecosystem reactions in various stands was explored, and the possibilities for spatial combination of various strategies and zoning of the forest area were tested. We are sure there is a need to create a new, user-friendly modelling system integrating forest ecosystem models with exploratory data visualisation for methodologically easy and expressive decision-making based on expert evaluation and a long-term simulation at the forest enterprise or landscape level. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:47 / 65
页数:19
相关论文
共 58 条
[1]  
ACEVEDO MF, 1995, GIS ENV MODELLING PR, P181
[2]   STATE-OF-THE-ART OF MODELS OF PRODUCTION DECOMPOSITION LINKAGES IN CONIFER AND GRASSLAND ECOSYSTEMS [J].
AGREN, GI ;
MCMURTRIE, RE ;
PARTON, WJ ;
PASTOR, J ;
SHUGART, HH .
ECOLOGICAL APPLICATIONS, 1991, 1 (02) :118-138
[3]  
Agren GI, 1996, THEORETICAL ECOSYSTE
[4]   Sustainable tree biomass production [J].
Andersson, FO ;
Ågren, GI ;
Führer, E .
FOREST ECOLOGY AND MANAGEMENT, 2000, 132 (01) :51-62
[5]  
Andrienko G, 1999, LECT NOTES COMPUT SC, V1642, P149
[6]  
ANDRIENKO G, 1999, USER INTERFACES DATA, P162
[7]  
Andrienko GL, 1997, PROGRAM COMPUT SOFT+, V23, P268
[8]   Interactive maps for visual data exploration [J].
Andrienko, GL ;
Andrienko, NV .
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 1999, 13 (04) :355-374
[9]  
ANDRIENKO N, 2001, DATA MINING STAT 200, V16, P41
[10]   Special issue - Scientific decision support systems in agriculture forestry - Preface [J].
Arvanitis, LG .
FOREST ECOLOGY AND MANAGEMENT, 2000, 128 (1-2) :1-1