Järnstedt, J., Pekkarinen, A., Tuominen, S., Ginzler, C., Holopainen, M. & Viitala, R. 2012. Forest variable estimation using a high-resolution digital surface model. ISPRS Journal of Photogrammetry and Remote Sensing 74: 78-84. [CrossRef]
Saari, H., Pellikka, I., Pesonen, L., Tuominen, S., Heikkilä, J., Holmlund, C., Mäkynen, J., Ojala, K. & Antila, T. 2011. Unmanned Aerial Vehicle (UAV) operated spectral camera system for forest and agriculture applications. Proceedings of SPIE 8174(81740H). 15 p. [CrossRef] [url]
Tuominen, S. & Haapanen, R. 2011. Comparison of grid-based and segment-based estimation of forest attributes using airborne laser scanning and digital aerial imagery. In: Wagner, W. & Szekely, B. (eds.). 100 Years ISPRS - Advancing Remote Sensing Science. Remote Sensing 3(5): 945-961. [CrossRef]
Gerard, S. et al. (32 authors, from FFRI Tuominen, S.). 2010. Land cover change in Europe between 1950 and 2000 determined employing aerial photography. Progress in Physical Geography 34(2): 183-205. [CrossRef] [url]
Holopainen, M., Haapanen, R., Karjalainen, M., Vastaranta, M., Hyyppä, J., Yu, X., Tuominen, S. & Hyyppä, H. 2010. Comparing accuracy of airborne laser scanning and TerraSAR-X radar images in the estimation of plot-Level forest variables. Remote Sensing 2(2): 432-445. [CrossRef] [url]
Kauppi, P.E., Rautiainen, A., Korhonen, K.T., Lehtonen, A., Liski, J., Nöjd, P., Tuominen, S., Haakana, M. & Virtanen, T. 2010. Changing stock of biomass carbon in a boreal forest over 93 years. Forest Ecology and Management 259(7): 1239-1244. [CrossRef]
Tuominen, S., Eerikäinen, K., Schibalski, A., Haakana, M. & Lehtonen, A. 2010. Mapping biomass variables with a multi-source forest inventory technique. Silva Fennica 44(1): 109-119. [pdf] [html]
Holopainen, M., Haapanen, R., Karjalainen, M., Vastaranta, M., Hyyppä, J. Yu, X., Tuominen, S. & Hyyppä, H. 2009. Combination of low pulse ALS data and TerraSar-X radar images in the estimation of plot-level forest variables. In: Bretar, F., Pierrot-Deseilligny, M. & Vosselman, G. (eds.). Proceedings Laserscanning 09. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science 38(Part 3 / W8 (Book + CD): 135-140. [url]
Holopainen, M., Tuominen, S., Karjalainen, M., Hyyppä, J., Hyyppä, H., Vastaranta, M., Hujala, T. & Tokola, T. 2009. Korkearesoluutioisten E-SAR-tutkakuvien tarkkuus puustotunnusten koealatason estimoinnissa. Metsätieteen aikakauskirja 4/2009: 309-323. [pdf]
Holopainen, M., Tuominen, S., Karjalainen M., Hyyppä, J., Vastaranta, M. & Hyyppä, H. 2009. Accuracy of high-resolution radar images in the estimation of plot-Level Forest variables. In: Sester, M., Bernard, L. & Paelke, V. (eds.). Advances in GIScience. Lecture Notes in Geoinformation and Cartography 1.6.2009: 67-82. ISBN 978-3-642-00318-9 ISBN 978-3-642-00317-2 [CrossRef]
Haapanen, R. & Tuominen, S. 2008. Data combination and feature selection for multi-source forest inventory. Photogrammetric Engineering and Remote Sensing 74(7): 869-880.
Holopainen, M., Haapanen, R., Tuominen, S. & Viitala, R. 2008. Performance of airborne laser scanning- and aerial photograph-based statistical and textural features in forest variable estimation. In: Hill, R.A., Rosette, J. & Suárez, J. (eds.). Proceedings of SilviLaser 2008: 8th International Conference on LiDAR Applications in Forest Assessment and Inventory, September 17-19, 2008, Heriot-Watt University, Edinburgh, UK. p. 105-112. ISBN 978-0-65538-771-7
Hyvönen, P., Pekkarinen, A. & Tuominen, S. 2007. Ilmakuvasegmentteihin perustuvan kaksivaiheisen otannan luotettavuus puustotunnusten ei-parametrisessa estimoinnissa. Metsätieteen aikakauskirja 1/2007: 39-53. [pdf]
Pesonen, A., Korhonen, K.T., Tuominen, S., Maltamo, M. & Lukkarinen, E. 2007. Taimikonhoitotarpeen arviointi valtakunnan metsien inventoinnin metsävarakartan pohjalta. Metsätieteen aikakauskirja 2/2007: 77-86. [pdf]
Tokola, T., LeToan T., v. Poncet, F., Tuominen, S. & Holopainen, M. 2007. Forest reconnaissance surveys: Comparison of estimates based on simulated TerraSAR, and optical data. Photogrammetric Journal of Finland 20(2): 64-79.
Tuominen, S. 2007. Estimation of local forest attributes, utilizing two-phase sampling and auxiliary data. Dissertationes Forestales 41. 46 s. + 5 osajulk. [pdf] [html]
Tuominen, S. & Pekkarinen, A. 2007. Kuvioraja-aineiston virheiden korjaaminen numeeristen ortoilmakuvien ja automaattisen segmentoinnin avulla. Metsätieteen aikakauskirja 2/2007: 87-100. [pdf]
Tuominen, S., Holopainen, M. & Poso, S. 2006. Multiphase sampling. In: Kangas, A. & Maltamo, M. (eds.). Forest inventory. Methodology and applications. Managing Forest Ecosystems. Vol 10. Springer, Dordrecht. p. 235-252.
Hyvönen, P., Pekkarinen, A. & Tuominen, S. 2005. Segment-level stand inventory for forest management. Scandinavian Journal of Forest Research 20(1): 75-84. [CrossRef]
Tuominen, S. & Haakana, M. 2005. Landsat TM imagery and high altitude aerial photographs in estimation of forest characteristics. Silva Fennica 39(4): 573-584. [pdf]
Tuominen, S. & Pekkarinen, A. 2005. Performance of different spectral and textural aerial photograph features in multi-source forest inventory. Remote Sensing of Environment 94(2): 256-268. [CrossRef]
Tuominen, S. & Pekkarinen, A. 2004. Local radiometric correction of digital aerial photographs for multi source forest inventory. Remote Sensing of Environment 89: 72-82. [CrossRef]
Kenter, B., Coch, T., Köhl, M., Löfstrand, R. & Tuominen, S. 2003. A multitemporal analysis of habitat suitability. In: Corona, P., Köhl, M. & Marchetti, M. (eds.). Advances in forest inventory for sustainable forest management and biodiversity monitoring. Forestry Sciences 76. Kluwer Academic Publishers. p. 205-220.
Löfstrand, R., Folving, S., Kennedy, P, Puumalainen, J., Coch, T., Kenter, B., Köhl, M., Lämås, T., Petersson, H., Tuominen, S. & Wencatasawmy, C. 2003. Habitat characterization and mapping for umbrella species - An integrated approch using satellite and field data. In: Corona, P., Köhl, M. & Marchetti, M. (eds.). Advances in forest inventory for sustainable forest management and biodiversity monitoring. Forestry Sciences 76. Kluwer Academic Publishers. p. 191-204.
Pekkarinen, A. & Tuominen, S. 2003. Stratification of a forest area for multisource forest inventory by means of aerial photographs and image segmentation. In: Corona, P., Köhl, M. & Marchetti, M. (eds.). Advances in forest inventory for sustainable forest management and biodiversity monitoring. Forestry Sciences 76. Kluwer Academic Publishers. p. 111-123. ISBN 1-4020-1715-4
Tuominen, S., Fish, S. & Poso, S. 2003. Combining remote sensing, data from earlier inventories and geostatistical interpolation in multi-source forest inventory. Canadian Journal of Forest Research 33(4): 624-634. [CrossRef]
Tuominen, S. & Poso, S. 2001. Improving multi-source forest inventory by weighting auxiliary data sources. Silva Fennica 35(2): 203-213. [pdf]
Saarela, S., Kangas, A., Tuominen, S., Holopainen, M., Hyyppä, J., Vastaranta, M. & Kankare, V. 2012. Comparing performances of ALS and Landsat 7 ETM+ satellite optical data in stratification-based sampling method for large-area forest inventory. In: Coops, N.C. & Wulder, M.A. (eds.). Full Proceedings, SilviLaser 2012, Sept. 16-19 2012, Vancouver, Canada. p. 5 p. [pdf]
Tuominen, S. & Haapanen, R. 2010. Comparison of GRID-based and segment-based estimation of forest attributes using airborne laser scanning and digital aerial imagery. In: Wagner, W & Székely, B. (eds.). ISPRS Technical Commission VII Symposium - 100 Years ISPRS Advancing Remote Sensing Science. Vienna, Austria, July 5-7, 2010. International Archives of Photogrammetry and Remote Sensing XXXVIII, part 7B: 602-605.
Tuominen, S., Eerikäinen, K., Schibalski, A., Haakana, M. & Lehtonen, A. 2010. Metsäbiomassan kartoittaminen monilähdeinventoinnilla. Metsätieteen aikakauskirja 3/2010: 331-332. [pdf]
Haapanen, R. & Tuominen, S. 2007. Combination of remotely sensed data for forest resource assessment. In: Kappas, M., Kleinn, C. & Sloboda B. (eds.). Global Change Issues in Developing and Emerging Countries. Proceedings of the 2nd Göttingen GIS and Remote Sensing Days 2006. Göttingen. p. 73-82.
Tuominen, S. 2005. Hierarchical combination of data from satellite imagery and aerial photographs for multi-source forest inventory. In: Olsson, H. (ed.). Proceedings of ForestSat 2005, Rapport 8b. Skogsstyrelsens förlag, Jönköping. p. 26-30. [pdf]
Tuominen, S. & Pekkarinen, A. 2005. Selecting the combination of aerial photograph features for multi-source forest inventory. In: Kleinn, C., Nieschule, J. & Sloboda, B. (eds.). Remote sensing and Geographical Information Systems for environmental studies. Applications in forestry. Schriften aus der Forstlichen Fakultät der Universität Göttingen und der Niedersächsischen Forstlichen Versuchsanstalt. Band 138. J.D. Sauerländer's Verlag, Frankfurt am Main, p. 214-223. ISBN 3-7939-5138-3
Pekkarinen, A. & Tuominen, S. 2002. Allocation of field sample by means of aerial photographs and image segmentation. In: Heikkinen, J., Korhonen, K.T., Siitonen, M., Strandström, M. & Tomppo, E. (eds.). Nordic trends in forest inventory, management planning and modelling. Proceedings of SNS Meeting in Solvalla, Finland, April 17-19, 2001. Metsäntutkimuslaitoksen tiedonantoja - The Finnish Forest Research Institute, Research Papers 860: 89-94.
Tuominen, S. & Pekkarinen, A. 2002. Local radiometric calibration of digital aerial photographs for multi source forest inventory. In: Operational Tools in Forestry using Remote Sensing Techniques. ForestSAT Symposium, August 5th - 9th 2002, Edinburgh, Scotland. Proceedings (CD-ROM). 10 p.
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