Airborne laser scanning based stand level management inventory in Finland.

作者: M. Maltamo , J. Uuttera , J. Kangas , P. Packalén , E. Kallio

DOI:

关键词: Forest inventoryDatabaseImputation (statistics)Laser scanningTree speciesNearest neighbourForest managementBusiness system planningGeographyForestryInventory system

摘要: In Finland, a new ALS based stand level management inventory was developed during last few years. The system is on area approach of data. Additionally, the spectral and texture features aerial images are utilized in order to improve separation tree species. species-specific attributes simultaneously estimated with nearest neighbour imputation. airborne laser scanning has been successful. During just years almost all actors practical forestry have modified their planning systems be compatible procedure which will cover 3 000 hectares 2011. This paper describes background, development application this system.

参考文章(40)
Jyrki Koivuniemi, Kari T. Korhonen, Inventory by Compartments Springer, Dordrecht. pp. 271- 278 ,(2006) , 10.1007/1-4020-4381-3_16
Aki Suvanto, Matti Maltamo, Petteri Packalén, Jyrki Kangas, Kuviokohtaisten puustotunnusten ennustaminen laserkeilauksella Metsätieteen aikakauskirja. ,vol. 2005, ,(1970) , 10.14214/MA.6138
J. W. Leech, J. Rombouts, I. S. Ferguson, R. Hill, J. Suárez, J. Rosette, Variability of LiDAR volume prediction models for productivity assessment of radiata pine plantations in South Australia Proceedings of SilviLaser 2008, 8th international conference on LiDAR applications in forest assessment and inventory, Heriot-Watt University, Edinburgh, UK, 17-19 September, 2008.. pp. 39- 49 ,(2008)
Matti Maltamo, Petteri Packalén, Juho Pitkänen, Comparison of individual tree detection and canopy height distribution approaches: a case study in Finland. Proceedings of SilviLaser 2008, 8th international conference on LiDAR applications in forest assessment and inventory, Heriot-Watt University, Edinburgh, UK, 17-19 September, 2008.. pp. 22- 29 ,(2008)
M. Maltamo, P. Packalén, A. Suvanto, K. T. Korhonen, L. Mehtätalo, P. Hyvönen, Combining ALS and NFI training data for forest management planning: a case study in Kuortane, Western Finland European Journal of Forest Research. ,vol. 128, pp. 305- 317 ,(2009) , 10.1007/S10342-009-0266-6
Pekka Kilkki, Risto Päivinen, Weibull function in the estimation of the basal area dbh-distribution. Silva Fennica. ,vol. 20, ,(1986) , 10.14214/SF.A15449
Annika Kangas, Elina Heikkinen, Matti Maltamo, Accuracy of partially visually assessed stand characteristics: a case study of Finnish forest inventory by compartments Canadian Journal of Forest Research. ,vol. 34, pp. 916- 930 ,(2004) , 10.1139/X03-266
Erkki Tomppo, The Finnish multisource National Forest Inventory: Small-area estimation and map production In: McRoberts, Ronald E.; Reams, Gregory A.; Van Deusen, Paul C.; McWilliams, William H., eds. Proceedings of the eighth annual forest inventory and analysis symposium; 2006 October 16-19; Monterey, CA. Gen. Tech. Report WO-79. Washington, DC: U.S. Department of Agriculture, Forest Service. 341-349.. ,vol. 79, pp. 195- 224 ,(2006) , 10.1007/1-4020-4381-3_12
Matti Maltamo, Kalle Eerikäinen, Petteri Packalén, Juha Hyyppä, Estimation of stem volume using laser scanning-based canopy height metrics Forestry. ,vol. 79, pp. 217- 229 ,(2006) , 10.1093/FORESTRY/CPL007