Question Can a Kohonen's self‐organizing map, which is robust to non‐linear relationships between variables and their non‐normal distributions, be effective in patterning the data on plant communities investigated with the classical Braun‐Blanquet phytosociological method based on the ordinal scale? Does the application of the self‐organizing map make it possible to obtain new information from the analysed plant communities when compared to the Braun–Blanquet method alone? Location The Babsk nature reserve, Central Poland. Methods The analysed data were derived from two separate series of phytosociological studies on plant communities dating from periods 31 yr apart (1960 and 1991). The data consisted of 24 quantitative sampling lists of plant species (=phytosociological releves). The releves were analysed by the application of a Kohonen's self‐organizing map and the indicator value (IndVal). Results The transformations from Querco roboris–Pinetum to Tilio cordatae–Carpinetum betuli in the vegetation in the Babsk nature reserve over 31 yr were determined precisely. Valuable new data were also obtained on: (1) significant associations of individual plant species with the previous and recent phytocoenoses, i.e. diagnostic groups of plant species for each phytocoenosis; (2) abiotic conditions (determined retrospectively in the two study periods on the basis of ecological indicators for vascular plants); and (3) the concordance of phytocoenoses with the biotope. Conclusions The Kohonen's self‐organizing map method and the IndVal made it possible to efficiently identify abiotic and biotic patterns for plant communities on the basis of the data expressed in the conventional Braun‐Blanquet scale.
Special area of conservation of the Natura 2000 Pakoslaw includes peat bog (about 400 ha) and forest fragment on a neighboring hill nature reserve (28.55 ha). There are 4 species of plants: <em>Adenophora liliifolia, Ligularia sibirica, Liparis loeselii, Ostericum palustre</em> and several types of natural habitats, among others: wet meadows, transitional peat-bog, thermophilous oak forest, which requires the protection of the European Union Habitats Directive. In the peat bog flora, numbering 296 species, are present glacial relicts. The aim of study was to investigate the current status of flora and vegetation and the direction and pace of change as the basis for the active protection. This paper describes the geological, hydrological and anthropogenic environmental factors and their impact on the flora and plant communities. Particular attention was paid to accelerate the process of secondary and progressive ecological succession during the last 50 years, resulting in displacement of grasses and sedges communities willow thickets and later by alder swamp forest. Species and natural habitats of the site are threatened and need to improve their conservation status.
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