On the potential of Kriging for forest management planning

被引:31
作者
Gunnarsson, F
Holm, S
Holmgren, P
Thuresson, T
机构
[1] Swedish Univ Agr Sci, Dept Operat Efficiency, S-75007 Uppsala, Sweden
[2] Swedish Univ Agr Sci, Dept Forest Resources Management & Geomat, S-90183 Umea, Sweden
关键词
dynamic treatment units; forest inventory; forest management planning; GIS; GPS; Kriging; spatial autocorrelation; stands; semi-variogram;
D O I
10.1080/02827589809382981
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
Forest management planning aims at fufilling the goals of the forest owner. Scheduling treatments of forest stands, both in time and space, have been well investigated previously. Usually, however, these studies have assumed spatially discrete stands, representing imagined treatment units. Furthermore, the stands have been inventoried using ocular methods with varying and unknown precision. As an alternative to this conventional way of describing the forest, an objective circular plot inventory method was used, in the present investigation, to represent the forest on a 400 ha estate. Kriging was used to estimate spatially continuous forest characteristics from the georeferenced inventory plots. Spatial discontinuity, for example, between young and old forests, was handled by making an initial stratification of the forest into age-classes. This approach enabled several spatially continuous variables, of interest to forest management planning, to be estimated at all locations. The stratification made it possible to preserve the real-world mosaic of stands resulting from intensive management as, e.g., clear-cutting boundaries.
引用
收藏
页码:237 / 245
页数:9
相关论文
共 21 条
[1]  
AFSTROM IA, 1829, FOSLAG TILL FORBATTR
[2]   SPATIAL WOOD SUPPLY SIMULATION MODELING [J].
BASKENT, EZ ;
JORDAN, GA .
FORESTRY CHRONICLE, 1991, 67 (06) :610-621
[3]   OPTIMAL INTERPOLATION AND ISARITHMIC MAPPING OF SOIL PROPERTIES .1. THE SEMI-VARIOGRAM AND PUNCTUAL KRIGING [J].
BURGESS, TM ;
WEBSTER, R .
JOURNAL OF SOIL SCIENCE, 1980, 31 (02) :315-331
[4]  
CRESSIE NAC, 1993, STAT SPATIAL DATA, P58
[5]  
CZAPLEWSKI RL, 1994, FOREST SCI, V40, P314
[6]  
DAVIS JC, 1986, STAT DATA ANAL GEOLO, P239
[7]   THE INTEGRATION OF SPATIAL-ANALYSIS AND GIS [J].
DING, YM ;
FOTHERINGHAM, AS .
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 1992, 16 (01) :3-19
[8]   STATISTICAL MODELING OF REGIONAL GIS DATA - AN OVERVIEW [J].
ELSTON, DA ;
BUCKLAND, ST .
ECOLOGICAL MODELLING, 1993, 67 (01) :81-102
[9]  
Hock B. K., 1993, New Zealand Journal of Forestry Science, V23, P264
[10]  
Hof J, 1996, FOREST SCI, V42, P118