Forest stands volume estimation by using Finnish Multi-Source National Forest Inventoryin Stołowe Mountains National Park

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dc.contributor.authorPachana, Przemko
dc.contributor.organizationEberswalde University for Sustainable Development, Faculty of Forest and Environment, Germanypl_PL
dc.contributor.organizationWarsaw University of Life Sciences – SGGW, Faculty of Forestry, Department of Forest Management Planning, Geomatics and Forest Economicspl_PL
dc.date.accessioned2016-04-27T07:26:23Z
dc.date.available2016-04-27T07:26:23Z
dc.date.issued2016-03-31
dc.description.abstractThe purpose of the present study was to convey to the reader the method and application of the Finnish Multi-Source National Forest Inventory (MS-NFI) that was devised in the Finnish Forest Research Institute. The study area concerned is Stołowe Mountains National Park, which is located in the south-western Poland, near the border with the Czech Republic. To accomplish the above mentioned aim, the following data have been applied: timber volume derived from field sample plots, satellite image, digital map data and digital elevation model. The Pearson correlation coefficient between independent and dependent variables has been verified. Furthermore, the non-parametric k-nearest neighbours (k-NN) technique and genetic algorithm have been used in order to estimate forest stands biomass at the pixel level. The error estimates have been obtained by leave-one-out cross-validation method. The main computed forest stands features were total and mean timber volume as well as maximum and minimum biomass occurring in the examined area. In the final step, timber volume map of the growing stock has been created.pl_PL
dc.description.epersonPrzemysław Szmit
dc.identifier.doi10.1515/ffp-2016-0001
dc.identifier.urihttps://open.icm.edu.pl/handle/123456789/9441
dc.language.isoenpl_PL
dc.publisherInstytut Badawczy Lesnictwa (Forest Research Institute), Komitet Nauk Lesnych PAN (The Committee on Forestry Sciences of the Polish Academy of Sciences)pl_PL
dc.rightsUznanie autorstwa-Na tych samych warunkach 3.0 Polska
dc.rights.urihttp://creativecommons.org/licenses/by-sa/3.0/pl/
dc.subjectstratificationpl_PL
dc.subjectStołowe Mountains National Parkpl_PL
dc.subjectsatellite imagespl_PL
dc.subjectk-nearest neighbourspl_PL
dc.subjectgenetic algorithmpl_PL
dc.subjectforest inventorypl_PL
dc.titleForest stands volume estimation by using Finnish Multi-Source National Forest Inventoryin Stołowe Mountains National Parkpl_PL
dc.typearticlepl_PL
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