Application of kriging interpolation for glacier mass balance computations

被引:33
作者
Hock, R
Jensen, H
机构
[1] Climate Impacts Res Ctr, SE-98142 Kiruna, Sweden
[2] ETH Zurich, Dept Geog, Swiss Fed Inst Technol, CH-8057 Zurich, Switzerland
关键词
D O I
10.1111/1468-0459.00089
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
In order to compute the specific mass balance of a glacier, point measurements of mass balance need to be integrated and thus interpolated over the entire glacier. In this study kriging was applied as interpolation technique to mass balance data of Storglaciaren, a 3 km(2) valley glacier, focusing on the sensitivity of results to the choice of some kriging parameters. Although the spacial means varied only little in most cases, the spatial distribution of the mass balance quantities was sensitive to the assumption on kriging parameters, suggesting that the kriging parameters need to be carefully optimized for each case if the spatial distribution is of interest.
引用
收藏
页码:611 / 619
页数:9
相关论文
共 21 条
[1]  
[Anonymous], 1991, 4 NHRI
[2]  
Cressie NA, 1991, STAT SPATIAL DATA
[3]  
DAVID M, 1977, DEV GEOMATHEMATICS, V2
[4]  
Davis J., 1975, DISPLAY ANAL SPATIAL
[5]  
Delfiner P., 1976, ADV GEOSTATISTICS MI, P49
[6]   Kriging in the Hydrosciences [J].
Delhomme, J. P. .
ADVANCES IN WATER RESOURCES, 1978, 1 (05) :251-266
[7]   Surface and bed topography of Trapridge Glacier, Yukon Territory, Canada: digital elevation models and derived hydraulic geometry [J].
Flowers, GE ;
Clarke, GKC .
JOURNAL OF GLACIOLOGY, 1999, 45 (149) :165-174
[8]  
Gandin L. S., 1963, OBJECTIVE ANAL METEO
[9]  
HERZFELD UC, 1988, Z GLETSCHERKUNDE GLA, V24, P95
[10]   The Tarfala mass balance programme [J].
Holmlund, P ;
Jansson, P .
GEOGRAFISKA ANNALER SERIES A-PHYSICAL GEOGRAPHY, 1999, 81A (04) :621-631