Naslov
Spatial distribution of main forest soil groups in Croatia as a function of basic pedogenetic factors

Autori
Antonić, Oleg ; Pernar, Nikola ; Jelaska, Sven D.

Izvornik
Ecological Modelling (0304-3800) 170 (2003), 2-3; 363-371

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
lithological substratum; macroclimate; neural networks; pedogenesis; raster-GIS; relief

Sažetak
The model of spatial distribution of main forest soil groups in Croatia was developed as a function of basic pedogenetic factors: lithological substratum, macroclimate and relief. Used data about soil group, lithological substratum, terrain slope and aspect were collected on 1881 soil profiles. Macroclimatic data were estimated for each soil profile by spatial interpolation between meteorological stations. Feedforward neural networks were used as modelling tool. The final model has total classification correctness of 63.5 % for training dataset and 62.3 % for independent test dataset. The best result (86.4 %) was achieved for fluvisols which are strongly spatially correlated with alluvial sediment in a flood plains. The worst result was achieved for luvisol (14.2 %) which mainly comprised very old soils, probably developed under pedogenetic factors different from actual. The model was applied on entire Croatian territory aiming at construction of potential spatial distribution of main forest soils (without human impact), which was compared by the potential spatial distribution of major forest types modelled independently.

Izvorni jezik
Engleski

Znanstvena područja
Biologija, Šumarstvo

POVEZANOST RADA