On the Kamchatka Peninsula, Far East Russia,
Key words
- altitude
- classification
- elfin woods
- gradient analysis
- habitats fertility
- moisture conditions
- ordination
- Siberian dwarf-pine
The Siberian dwarf-pine (
On the Kamchatka Peninsula, unlike Japan and easten Siberia,
The first aim of the present study was to characterize the main ecological gradients that determine the structure of the
The nomenclature for vascular plants follows Yakubov & Chernyagina (2004), for mosses it follows Czernyadjeva (2012), for liverworts Konstantinova
The Kamchatka Peninsula occupies a huge area of 350000 km2 from 50°52’ to 60°52’ north latitude and from 155°34’ to 164°00’ east longitude; the total length of the peninsula from north to south is 1200 km and the maximum width is 480 km. The peninsula has a folded volcanic topography with mountain ranges reaching 2500–3000 m a.s.l., separated by deep meridional depressions and lowlands. Nowadays, 30 active volcanoes are recorded on the peninsula, the highest of which is the Kluchevskaya Sopka – 4835 m a.s.l. Volcanic eruptions of low magnitude, with the ejection of 1–10 million m3 of indigenous rock take place almost every year, producing a significant amount of volcanic ash, scoria and lava. Eruptions of high magnitude occur almost every 400 years, resulting in regional catastrophes (Braitseva
Kamchatka’s climate is quite cold and humid; the sum of active temperatures above 10°C does not exceed 1200 and the duration of the vegetation period is about 100 days. The average temperature in July is +15°C, and in February it is -15–(-20)°C. The annual precipitation varies from 350 mm in the central valley to 1200 mm on the eastern coast. The average thickness of the snow cover is about 100 cm (Kondratyuk, 1974).
The soil cover of Kamchatka is mainly formed by specific types of volcanic soils (Andosols) (Sokolov, 1973; Zakharikhina & Litvinenko, 2011). They are characterized by several layers of volcanic tephra alternating with organic horizons.
Field data were collected in all districts of the Kamchatka Peninsula (Figure 1) where
Figure 1.
Location of sample areas on the Kamchatka Peninsula.

The total cover percentage of
Moisture conditions were evaluated according to Kachinsky (1970) and Mazirov
We used the ratio of the thickness of the humus horizon (A) to the thickness of the litter (O) or peaty litter (Oa) horizon as a proxy for soil fertility (Chertov, 1981); in the case of the absence of the humus horizon, value 1 was used in the calculation. In soil studies of the Russian Far East, this ratio is called as the “litter-humus coefficient” (Sapozhnikov, 1993). A consistent correlation between the soil real fertility and the value of the litter-humus coefficient was affirmed by statistical models (Chertov, 1981; Sapozhnikov, 1993; Komarova, 2004). According to the litter-humus coefficient, for oligotrophic soils the value of A/O or A/Oa is in limits of 0.00–0.10, for meso-oligotrophic soils 0.91–1.10 and for mesotrophic soils >1.10. Since there were no limestone outcrops (carbonate rocks) in Kamchatka, we also took into account the granulometric composition of the soils. The poorest (oligotrophic) soils are rocky, gravelly, or sandy; medium-rich soils (meso-oligotrophic and mesotrophic) are sandy loams or loamy sands; relatively richer (meso-eutrophic) soils are loams. Additionally, the presence of the peat horizon (H), indicating soil oligotrophy (due to the acid reaction of sphagnum peat) and the habitat drainage conditions were taken into account. The soil fertility was the lowest in dry habitats, as well as in poorly drained habitats; the soils in normally drained habitats were relatively rich.
The complete data set analysed in the current study included 272 relevés.
To reduce the information noise in data processing, species that appear in the data fewer than three times were removed prior to multivariate analyses, except by calculating the average number of species and the evenness coefficients for community types. To assess the insolation effect, the exposition bearings (compass points) were transformed into continuous variables as follows: N – 0°, NW and NE – 45°, W and E – 90°, SW and SE – 135°, S – 180°, plain – 250°.
The mutual relationship of all environmental variables was evaluated by Spearman rank-order correlations (StatSoft Inc., 2005).
The main gradients of the species data were examined using the Detrended Correspondence Analysis DCA (Jongman
Multiple regression analyses were used to study the impact of environmental characteristics (predictor variables) variables to the variables of the vegetation structure; the models were built up by forward stepwise entry of variables (StatSoft Inc., 2005). The goal of the variables selection is to achieve a balance between simplicity (as few predictor variables as possible) and fit (as many predictors as needed) (Lancaster, 1999). The forward selection begins with an empty model and predictor variables are added one at a time beginning with the predictor with the highest correlation with the dependent variable. Variables of greater importance are entered first and the process is continued until no more predictor variables are admitted to the model and no more steps are repeated.
In cluster analysis, the chord distance and the flexible β algorithm (β = –0.6) were applied (McCune & Grace, 2002). Differences in the species composition between clusters were tested using a nonparametric multi-response permutation procedure (MRPP) (Mielke, 1984). To characterize the internal diversity of the clusters, the mean number of species and the evenness coefficient were used (Pielou, 1977).
The indicator values of the species in clusters were calculated using the Dufrêne and Legendre (1997) method included in the PC-ORD software package (McCune & Grace, 2002). The statistical significance of the obtained indicator values was evaluated by the Monte Carlo permutation test (4999 runs).
The difference between the mean values of the environmental variables in the established community types was tested by means of the univariate ANOVA and Fischer LSD post-hoc test; the difference in the median values for exposition, moisture and fertility estimations was verified by the Kruskal-Wallis ANOVA and Duncan’s test (StatSoft Inc., 2005).
The classification of the geographical floristic elements (geoelements) of the vascular species proposed by Hultén (1968, 1974) and Hultén & Fries (1986) follows the adapted version for Far East elaborated by Qian
The total number of vascular plant species identified in the current data set was 180, that of bryophytes was 56, and that of lichens was 78 (60 species of epiphytic lichens are not included in the current analysis). Phytogeographically, 130 of the 271 vascular plant species represented Euro-Siberian floristic elements (geoelements), of which 63 had circumpolar, 34 Eurasian, 21 continental Eurasian, 15 European and 7 subatlantic European distribution. The largest fraction of the species belonged to the mountain-tundra (58%) and forest (42%). Considering the temperature, the species of the mesothermal climate prevailed (65%), the proportion of microthermal species was remarkably lower (35%).
According to the longitudinal distribution of vascular plant species, the circumboreal species had the largest fraction (39%), followed by eastern Asiatic (29%), circumpolar (17%) and Asiatic-American (15%) species. The presence of Asiatic-American species in the subordinate layers is a regional peculiarity of the
Considering the moisture gradient, psychro-mesophytes (36%) and eu-mesophytes (33%) had the leading position, confirming in general a psychrophilic and subalpine character of
The variation of the content and abundance of species in
Figure 2.
Species and environmental variables ordination biplot by the DCA axes 1 and 2 (A), and axes 2 and 3 (B). Notations: Fert, Moist – habitat fertility and moisture level, Incl – habitat inclination, Alt – altitude, Exp – exposition; Shrub, Herb, DwShrub, Moss and Lichen – total cover of shrubs, herbs, dwarf-shrubs, mosses and lichens, respectively; Ppum – cover of

Correlation of environmental variables with DCA ordination axes. Notations: r – Pearson correlation coefficient, τ – Kendall rank order correlation coefficient; other notations as in Figure 2.
Variable | Axis 1 | Axis 2 | Axis 3 | ||||||
---|---|---|---|---|---|---|---|---|---|
Statistics | |||||||||
r | r2 | τ | r | r2 | τ | r | r2 | τ | |
Moist | 0.107 | 0.012 | 0.124 | -0.223 | 0.050 | -0.136 | -0.455 | 0.207 | -0.385 |
Fert | 0.605 | 0.366 | 0.490 | -0.067 | 0.004 | -0.051 | -0.294 | 0.087 | -0.196 |
Exp | 0.203 | 0.041 | 0.160 | -0.013 | 0.000 | 0.005 | -0.128 | 0.016 | 0.067 |
Incl | -0.188 | 0.035 | -0.159 | 0.014 | 0.000 | 0.019 | 0.046 | 0.002 | 0.036 |
Alt | -0.346 | 0.119 | -0.245 | 0.324 | 0.105 | 0.204 | 0.200 | 0.040 | 0.108 |
Shrub | 0.218 | 0.047 | 0.187 | 0.649 | 0.421 | 0.405 | -0.143 | 0.020 | -0.122 |
DwShrub | 0.593 | 0.352 | 0.423 | -0.184 | 0.034 | -0.146 | -0.135 | 0.018 | -0.131 |
Herb | -0.778 | 0.605 | -0.663 | -0.234 | 0055 | -0.116 | 0.214 | 0.046 | 0.149 |
Moss | -0.306 | 0.094 | -0.211 | 0.151 | 0.023 | 0.166 | -0.708 | 0.501 | -0.524 |
Lichen | -0.463 | 0.215 | -0.461 | 0.084 | 0.007 | 0.004 | 0.470 | 0.221 | 0.207 |
Ordination biplots (Figure 2 A,B) also visualise the mutual relationships between the considered environmental and vegetation structure variables. A positive relationship between the habitat fertility level and the total cover of the herb layer is obvious; the total cover of the dwarf-shrubs and that of the lichen layer have a negative relation with the habitat fertility level. The total cover of the moss layer increases, while the total cover of the lichen layer decreases along with the habitat moisture gradient. Dwarf-shrubs and lichens are modestly favoured at a higher altitude, but the herb layer is remarkably reduced.
The results of the ordination analysis were statistically specified by the multiple regression analyses. It appeared that the total number of species is suppressed by the increasing cover of
Environmental variables affecting the total number of species and projective cover of different vegetation layers according to the multiple regression analyses by stepwise entry of variables. Notations: β – standardized regression coefficient, SEβ – its standard error, B – unstandardized regression coefficient (slope), SEβ – its standard error, t – value of t-criterion, p – significance level, Mu R2 – multiple R2, Ad R2 – adjusted R2, F – value of F-criterion. Other notations as in Figure 2.
Variable | β | SEβ | B | SEβ | t | p | Summary statistics | |||
---|---|---|---|---|---|---|---|---|---|---|
Mu R2 | Ad R2 | F | p | |||||||
Total number of species | ||||||||||
Intercept | 14.68 | 2.073 | 7.08 | <0.001 | 0.156 | 0.134 | 7.23 | <0.001 | ||
Ppum | -0.22 | 0.057 | -0.06 | 0.014 | -3.84 | <0.001 | ||||
Moist2 | 1.29 | 0.370 | 1.42 | 0.407 | 3.50 | 0.001 | ||||
Shrub | -0.17 | 0.060 | -0.04 | 0.013 | -2.73 | 0.006 | ||||
Alt | 0.14 | 0.062 | 0.01 | 0.001 | 2.21 | 0.025 | ||||
Moist | -1.22 | 0.382 | -6.816 | 2.125 | -3.22 | 0.002 | ||||
Fert | 1.26 | 0.355 | 6.23 | 1.750 | 3.56 | <0.001 | ||||
Fert2 | -1.10 | 0.332 | -1.11 | 0.337 | -3.30 | 0.001 | ||||
Total cover of shrubs, square root transformed | ||||||||||
Intercept | -1.32 | 0.912 | -1.44 | 0.150 | 0.136 | 0.126 | 14.55 | <0.001 | ||
Alt | 0.29 | 0.058 | 0.01 | 0.000 | 4.92 | <0.001 | ||||
Fert | 0.93 | 0.282 | 2.61 | 0.795 | 3.28 | 0.001 | ||||
Fert2 | -0.74 | 0.284 | -0.43 | 0.165 | -2.59 | 0.010 | ||||
Total cover of dwarf shrubs, square root transformed | ||||||||||
Intercept | 8.39 | 0.745 | 11.26 | <0.001 | 0.344 | 0.335 | 36.38 | <0.001 | ||
Fert | -0.35 | 0.051 | -1.20 | 0.173 | -6.93 | 0.001 | ||||
Ppum | -0.27 | 0.049 | -0.05 | 0.009 | -5.49 | <0.001 | ||||
Shrub | -0.23 | 0.052 | -0.04 | 0.017 | -4.42 | <0.001 | ||||
Alt | 0.23 | 0.053 | 0.01 | 0.001 | 4.32 | <0.001 | ||||
Total cover of herbs, square root transformed | ||||||||||
Intercept | 3.32 | 0.663 | 5.00 | <0.001 | 0.502 | 0.493 | 55.59 | <0.001 | ||
Fert | 0.44 | 0.047 | 1.28 | 0.137 | 9.32 | <0.001 | ||||
Alt | -0.34 | 0.045 | -0.01 | 0.000 | -7.60 | <0.001 | ||||
Ppum | -0.18 | 0.045 | -0.03 | 0.007 | -3.97 | <0.001 | ||||
DwShrub | -0.16 | 0.049 | -0.02 | 0.006 | -3.22 | 0.001 | ||||
Incl | -0.10 | 0.044 | -0.02 | 0.008 | -2.38 | 0.018 | ||||
Total cover of mosses, square root transformed | ||||||||||
Intercept | 2.55 | 0.625 | 4.08 | <0.001 | 0.238 | 0.230 | 28.96 | <0.001 | ||
Moist | 0.41 | 0.053 | 1.70 | 0.222 | 7.67 | <0.001 | ||||
Herb | -0.22 | 0.053 | -0.04 | 0.008 | -4.14 | <0.001 | ||||
Exp | -0.15 | 0.053 | -0.01 | 0.003 | -2.87 | 0.004 | ||||
Total cover of lichens, square root transformed | ||||||||||
Intercept | 10.34 | 0.806 | 12.83 | <0.001 | 0.504 | 0.492 | 39.81 | <0.001 | ||
Fert | -0.79 | 0.272 | -1.97 | 0.682 | -2.89 | 0.004 | ||||
Moist | -1.27 | 0.294 | -3.58 | 0.831 | -4.31 | <0.001 | ||||
Moist2 | 1.01 | 0.284 | 0.57 | 0.159 | 3.57 | <0.001 | ||||
Ppum | -0.20 | 0.043 | -0.03 | 0.006 | -4.65 | <0.001 | ||||
Alt | 0.19 | 0.047 | <0.01 | 0.000 | 4.08 | <0.001 | ||||
Shrub | -0.16 | 0.047 | -0.14 | 0.041 | -3.44 | 0.001 | ||||
Fert2 | 0.56 | 0.255 | 0.29 | 0.131 | 2.18 | 0.030 |
The total cover of the shrub layer (excluding
The dwarf-shrubs are favoured on higher altitudes, but the higher fertility of habitats, similar to the higher cover of
The herb layer has a higher cover on more fertile localities, a negative impact on which have the higher altitude and sharper inclination, the total cover of
The total cover of mosses is enhanced by the habitats’ moisture, whereas the higher cover of herbs and habitats’ exposition to southern directions or their location on plains has a negative impact on the moss layer development (Table 2).
The lichens have the highest cover in highlands, while in moist and relatively fertile habitats they are suppressed. Nevertheless, the significant terms of squared fertility and moisture in the regression model point on the non-linearity of these relationships. The regression model proves also the negative impact of
The analysed set of 272 relevés was classified into six community type groups, quite distinctly separated on an ordination biplot (Figure 3), and further divided into 18 clusters, i.e. community types. In every community type, different species dominate (Appendix 1) and all types have their own significant indicator species (Appendix 2). The MRPP test confirmed the objectivity of community types: even taking into account the Bonferroni correction for multiple comparisons, all established types had a significantly different (p<0.001) species composition. In the following text, the established community types are labeled by their dominant and/or indicator species.
Figure 3.
Community type centroids and environmental variables ordination biplot. Notations: group 1 – pure dwarf-pine communities, group 2 – shrub-rich communities, group 3 – dwarf-shrub-rich communities, group 4 – herb-grass-rich communities, group 5 – moss-rich communities, group 6 – lichen-rich communities; other notations as in Figure 2.

(i) Group of pure dwarf-pine communities: Among the communities belonging to this group, the other layers besides
Median values of exposition, moisture and fertility, and average values of other environmental variables of community types. Notations: Ppum –
Community type | Type group | Variables | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
S | E | Alt | Expos | Slope | Moist | Trophy | Cov |
Cov |
Cov |
Cov |
Cov |
||
1 | Ppum | 10ab | 0.382a | 359bce | E | 8ab | 2b | 3efgh | 6ab | 11bc | 2a | 6a | 0a |
2 | Shrub | 10abce | 0.666bcde | 536dfg | E | 6ab | 2bc | 3efghi | 41g | 17cd | 6ab | 19bcd | 3ab |
3 | Shrub | 11abcde | 0.668bcde | 244ab | E | 8ab | 2bc | 3jk | 22ef | 43e | 0a | 8abc | 0a |
4 | Shrub | 13bcdefgh | 0.727def | 253abc | NE | 9abc | 2b | 3hij | 34g | 44e | 2a | 55f | 0a |
5 | Shrub | 11abcdef | 0.730def | 564defg | E | 11abc | 2bc | 2cdef | 31fg | 4ab | 9abc | 77gh | 1ab |
6 | Shrub | 10abce | 0.724df | 868i | SW | 17c | 2b | 2cdef | 48h | 3a | 12bc | 38e | 4abc |
7 | DShrub | 16i | 0.707cdef | 754hi | SW | 8ab | 2b | 2.5efgh | 13de | 10abc | 41e | 20cd | 3abc |
8 | DShrub | 10abc | 0.633bc | 497cdef | E | 14bc | 1a | 1ab | 5abc | 2a | 37e | 7abc | 8bc |
9 | DShrub | 15hi | 0.697cdef | 558dfgh | SE | 6ab | 2b | 2bcde | 6abc | 6ab | 51f | 28de | 10c |
10 | DShrub | 12cdef | 0.653bcd | 393bcde | NE | 10ab | 2bc | 2def | 9abcd | 8ab | 16c | 55f | 4abc |
11 | HGrass | 12bcdefg | 0.616b | 396bcde | SW | 14bc | 2b | 4j | 5abc | 22d | 0a | 17abcd | 5abc |
12 | HGrass | 8a | 0.633bc | 115a | NE | 6ab | 2bc | 4k | 13bcde | 42e | 0a | 6abc | 0a |
13 | HGrass | 12bcdefg | 0.678bcde | 81a | plain | 4a | 2bc | 3ghij | 9abcd | 50e | 6ab | 16abd | 0a |
14 | Moss | 13defghi | 0.715cdef | 510cdef | NE | 10ac | 2b | 2bcd | 16de | 9abc | 15bc | 60fg | 5abc |
15 | Moss | 11bcdef | 0.678bcde | 671fgh | NE | 6ab | 2bc | 3fghi | 9abcd | 11abc | 9abc | 57f | 1a |
16 | Moss | 15ghi | 0.660bcde | 450bcde | SW | 27d | 4d | 2bc | 6abcd | 6ab | 26d | 86h | 1ab |
17 | Moss | 14fghi | 0.643bce | 251ab | W | 12abc | 2c | 2efg | 5abc | 4ab | 45ef | 73gh | 2ab |
18 | Lichen | 13dfgh | 0.769f | 737ghi | SE/E | 13bc | 1a | 1a | 3a | 2a | 26d | 11abc | 51d |
pANOVA | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.002 | <0.003 | <0.004 | <0.005 | ||||
pKW | 0.741 | <0.001 | <0.001 |
(ii) Group of shrub-rich communities: In these communities, besides
In the communities of
For the communities of
(iii) Group of dwarf-shrub-rich communities: In the communities of this group, the projective cover of
In the communities of
In the communities of
In the dwarf-shrub layer of
(iv) Group of herb-grass-rich communities: This group comprises three community types:
In the communities of
In the communities of
(v) Group of moss-rich communities: In these communities, the total cover of the moss layer can be as high as 80%. This group embraces communities of four types:
In the communities of
In communities of
In communities of
For communities of
(vi) Group of lichen-rich communities: In these communities, fruticose lichens, such as
Although the species composition of several community types seems to be quite similar, the respective communities differ physiognomically well due to the proportions of species abundance. Certain differences can also be observed between the habitats’ mean or median characteristics of community types (Table 3). For example,
Through cross-tabulation (Table 4), we can obtain a firmer idea about the frequency of different communities on the slopes of various exposition. Thus, communities of
Exposition of habitats of different type communities. Type group notations as in Figure 3.
Community type | Type group | Exposition | Plain | Total | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
N | NW | W | SW | S | SE | E | NE | ||||
1 | 2 | 3 | 4 | 8 | 3 | 2 | 1 | 21 | 44 | ||
2 | Shrub | 2 | 1 | 3 | 1 | 1 | 1 | 6 | 15 | ||
3 | Shrub | 5 | 3 | 2 | 15 | 25 | |||||
4 | Shrub | 1 | 4 | 2 | 1 | 2 | 2 | 5 | 17 | ||
5 | Shrub | 1 | 1 | 1 | 1 | 1 | 2 | 7 | |||
6 | Shrub | 2 | 1 | 1 | 4 | 8 | |||||
7 | DwShrub | 5 | 2 | 1 | 3 | 1 | 9 | 21 | |||
8 | DwShrub | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 6 | 15 | |
9 | DwShrub | 2 | 1 | 3 | 1 | 8 | 15 | ||||
10 | DwShrub | 1 | 4 | 5 | 4 | 1 | 1 | 3 | 3 | 9 | 31 |
11 | HGrass | 7 | 1 | 3 | 1 | 2 | 14 | ||||
12 | HGrass | 1 | 3 | 1 | 1 | 1 | 5 | 12 | |||
13 | HGrass | 1 | 2 | 1 | 1 | 5 | |||||
14 | Moss | 4 | 2 | 1 | 1 | 1 | 3 | 1 | 13 | ||
15 | Moss | 1 | 1 | 1 | 1 | 1 | 9 | 14 | |||
16 | Moss | 4 | 1 | 1 | 1 | 1 | 8 | ||||
17 | Moss | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 10 | ||
18 | Lichen | 4 | 1 | 2 | 1 | 8 | |||||
Total | 26 | 18 | 39 | 22 | 17 | 9 | 23 | 22 | 106 | 282 |
By virtue of a very long south-north reach, mountainous topography, volcanic activities and marine impact, several gradients of habitat conditions accruing from these phenomena are distinctly expressed on the Kamchatka Peninsula. Due to the extremely wide ecological tolerance,
In Japan (Okitsu & Ito, 1984, 1989; Okitsu, 1998; Kolbek
In Hokkaido, the development of
On Mt. Vysokaya, the Central Sikhote-Alin, Grishin
On the Kamchatka Peninsula, the altitude of the subalpine zone occupied by
Unlike Japan, where
According to the results of multiple regression analysis carried out in the present study, the cover of
In conformity with the altitudinal gradient, the change in the species composition of the communities is clearly expressed. At high altitudes,
Attempting to extrapolate the dependence of the distribution of
At lower altitudes (150–400 m) generally, the herb-grass-rich communities dominated in the field layer by
At medium altitudes (450–600 m), shrub-rich communities dominated by
To some extent higher (600–700 m), moss-rich communities with the abundant cover of
At an altitude from 750 to 1000 m, the psychrophilic communities with
The uppermost position at an altitude from 700 to 1100 m is usually occupied by the dwarf-shrub-rich and/or lichen-rich
The fertility level of habitats has a significantly positive impact in the first place on the abundance of herb layer species, to a lesser extent on the cover of the shrub layer; at the same time, the growth of dwarf-shubs and lichens is inhibited in relatively rich habitats well supplied with nutrients. In relation to the fertility gradient, the vertical structure of the communities is also changing explicitly: in lichen and/or moss-rich communities, only two layers are present; in habitats where the fertility level is higher, more complicated herb and shrub-rich communities with three layers develop.
On Mt. Ebeko, Paramushir Island, Okitsu
The thickness of the snow cover and exposition has only a modest effect on the vegetation of
The most widely distributed
In eastern Kamcahtka, the
On the western coast of the peninsula, the
In southern Kamchatka, the communities of
On Karaginsky Island,
The first brief floristical overview of
The first classification of
Kobayashi (1967), using the same methodological approach, studied the
In Hokkaido, Okitsu & Ito (1984) distinguished between four types of dwarf-pine communities: 1)
Neshatayeva (2011) published a detailed synopsis about
When comparing these results with community types established on the basis of multivariate analysis in the present study, in most cases, we can find a fairly good correspondence between them, but not always:
The first variant of
The
The
The
The
the
The
The
The
The
The
The
The
The
The
The
The
In the present study, we did not find a satisfactory correspondence for associations
The empirical classification focuses more on certain indicator species, which may lead to an overestimation of their importance and sometimes distinguishing subordinated units in order to emphasize some peculiarities or the individual features of communities (e.g. the height of
Figure 1.

Figure 2.

Figure 3.

Environmental variables affecting the total number of species and projective cover of different vegetation layers according to the multiple regression analyses by stepwise entry of variables. Notations: β – standardized regression coefficient, SEβ – its standard error, B – unstandardized regression coefficient (slope), SEβ – its standard error, t – value of t-criterion, p – significance level, Mu R2 – multiple R2, Ad R2 – adjusted R2, F – value of F-criterion. Other notations as in Figure 2.
Variable | β | SEβ | B | SEβ | t | p | Summary statistics | |||
---|---|---|---|---|---|---|---|---|---|---|
Mu R2 | Ad R2 | F | p | |||||||
Total number of species | ||||||||||
Intercept | 14.68 | 2.073 | 7.08 | <0.001 | 0.156 | 0.134 | 7.23 | <0.001 | ||
Ppum | -0.22 | 0.057 | -0.06 | 0.014 | -3.84 | <0.001 | ||||
Moist2 | 1.29 | 0.370 | 1.42 | 0.407 | 3.50 | 0.001 | ||||
Shrub | -0.17 | 0.060 | -0.04 | 0.013 | -2.73 | 0.006 | ||||
Alt | 0.14 | 0.062 | 0.01 | 0.001 | 2.21 | 0.025 | ||||
Moist | -1.22 | 0.382 | -6.816 | 2.125 | -3.22 | 0.002 | ||||
Fert | 1.26 | 0.355 | 6.23 | 1.750 | 3.56 | <0.001 | ||||
Fert2 | -1.10 | 0.332 | -1.11 | 0.337 | -3.30 | 0.001 | ||||
Total cover of shrubs, square root transformed | ||||||||||
Intercept | -1.32 | 0.912 | -1.44 | 0.150 | 0.136 | 0.126 | 14.55 | <0.001 | ||
Alt | 0.29 | 0.058 | 0.01 | 0.000 | 4.92 | <0.001 | ||||
Fert | 0.93 | 0.282 | 2.61 | 0.795 | 3.28 | 0.001 | ||||
Fert2 | -0.74 | 0.284 | -0.43 | 0.165 | -2.59 | 0.010 | ||||
Total cover of dwarf shrubs, square root transformed | ||||||||||
Intercept | 8.39 | 0.745 | 11.26 | <0.001 | 0.344 | 0.335 | 36.38 | <0.001 | ||
Fert | -0.35 | 0.051 | -1.20 | 0.173 | -6.93 | 0.001 | ||||
Ppum | -0.27 | 0.049 | -0.05 | 0.009 | -5.49 | <0.001 | ||||
Shrub | -0.23 | 0.052 | -0.04 | 0.017 | -4.42 | <0.001 | ||||
Alt | 0.23 | 0.053 | 0.01 | 0.001 | 4.32 | <0.001 | ||||
Total cover of herbs, square root transformed | ||||||||||
Intercept | 3.32 | 0.663 | 5.00 | <0.001 | 0.502 | 0.493 | 55.59 | <0.001 | ||
Fert | 0.44 | 0.047 | 1.28 | 0.137 | 9.32 | <0.001 | ||||
Alt | -0.34 | 0.045 | -0.01 | 0.000 | -7.60 | <0.001 | ||||
Ppum | -0.18 | 0.045 | -0.03 | 0.007 | -3.97 | <0.001 | ||||
DwShrub | -0.16 | 0.049 | -0.02 | 0.006 | -3.22 | 0.001 | ||||
Incl | -0.10 | 0.044 | -0.02 | 0.008 | -2.38 | 0.018 | ||||
Total cover of mosses, square root transformed | ||||||||||
Intercept | 2.55 | 0.625 | 4.08 | <0.001 | 0.238 | 0.230 | 28.96 | <0.001 | ||
Moist | 0.41 | 0.053 | 1.70 | 0.222 | 7.67 | <0.001 | ||||
Herb | -0.22 | 0.053 | -0.04 | 0.008 | -4.14 | <0.001 | ||||
Exp | -0.15 | 0.053 | -0.01 | 0.003 | -2.87 | 0.004 | ||||
Total cover of lichens, square root transformed | ||||||||||
Intercept | 10.34 | 0.806 | 12.83 | <0.001 | 0.504 | 0.492 | 39.81 | <0.001 | ||
Fert | -0.79 | 0.272 | -1.97 | 0.682 | -2.89 | 0.004 | ||||
Moist | -1.27 | 0.294 | -3.58 | 0.831 | -4.31 | <0.001 | ||||
Moist2 | 1.01 | 0.284 | 0.57 | 0.159 | 3.57 | <0.001 | ||||
Ppum | -0.20 | 0.043 | -0.03 | 0.006 | -4.65 | <0.001 | ||||
Alt | 0.19 | 0.047 | <0.01 | 0.000 | 4.08 | <0.001 | ||||
Shrub | -0.16 | 0.047 | -0.14 | 0.041 | -3.44 | 0.001 | ||||
Fert2 | 0.56 | 0.255 | 0.29 | 0.131 | 2.18 | 0.030 |
UT2
Species | Max | p | Community type | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | |||
1 | 0.001 | 7 | 6 | 6 | 5 | 5 | 5 | 5 | 6 | 5 | 6 | 6 | 6 | 5 | 6 | 7 | 6 | 5 | 4 | |
2 | <0.001 | 2 | 32 | 3 | 4 | 3 | 5 | 2 | 0 | 1 | 3 | 1 | 6 | 6 | 7 | 5 | 4 | 1 | 0 | |
2 | 0.029 | 0 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
3 | <0.001 | 2 | 3 | 37 | 0 | 18 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
3 | 0.004 | 2 | 0 | 22 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
3 | 0.009 | 0 | 0 | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
3 | 0.017 | 0 | 0 | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | |
3 | 0.028 | 0 | 0 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | |
4 | <0.001 | 0 | 1 | 0 | 38 | 6 | 1 | 0 | 0 | 1 | 2 | 1 | 0 | 2 | 6 | 18 | 3 | 1 | 1 | |
5 | <0.001 | 1 | 1 | 27 | 1 | 47 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | |
5 | <0.001 | 0 | 0 | 10 | 0 | 35 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
5 | 0.001 | 2 | 1 | 2 | 1 | 27 | 1 | 2 | 0 | 2 | 1 | 2 | 0 | 0 | 3 | 2 | 4 | 0 | 1 | |
5 | 0.002 | 0 | 0 | 0 | 0 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
5 | 0.003 | 0 | 0 | 0 | 0 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | |
5 | 0.010 | 0 | 0 | 1 | 3 | 17 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 10 | 2 | 0 | 0 | |
5 | 0.022 | 1 | 0 | 7 | 0 | 14 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 2 | |
6 | <0.001 | 0 | 1 | 0 | 11 | 0 | 47 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 1 | |
6 | 0.026 | 1 | 4 | 0 | 3 | 6 | 12 | 0 | 0 | 1 | 2 | 0 | 0 | 6 | 0 | 7 | 0 | 2 | 1 | |
7 | <0.001 | 0 | 1 | 0 | 1 | 0 | 1 | 26 | 4 | 11 | 2 | 0 | 0 | 1 | 1 | 2 | 5 | 17 | 5 | |
7 | <0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 31 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | <0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 28 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | |
7 | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 27 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.003 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.018 | 0 | 0 | 0 | 0 | 0 | 0 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.024 | 0 | 0 | 2 | 0 | 0 | 0 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.026 | 0 | 0 | 0 | 0 | 0 | 0 | 14 | 1 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.030 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.036 | 0 | 0 | 0 | 0 | 0 | 0 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.037 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | |
7 | 0.045 | 0 | 0 | 0 | 0 | 0 | 0 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | 0.046 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 4 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
8 | <0.001 | 0 | 0 | 0 | 5 | 1 | 6 | 5 | 29 | 5 | 4 | 0 | 0 | 0 | 5 | 1 | 3 | 11 | 5 | |
9 | <0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 6 | 52 | 0 | 0 | 0 | 5 | 3 | 0 | 2 | 10 | 0 | |
9 | 0.002 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | 0.046 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
11 | 0.001 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 28 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | |
11 | 0.032 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 14 | 4 | 3 | 1 | 0 | 0 | 2 | 0 | |
12 | <0.001 | 2 | 11 | 13 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 7 | 39 | 7 | 0 | 2 | 1 | 0 | 0 | |
13 | <0.001 | 1 | 0 | 0 | 0 | 12 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 44 | 0 | 0 | 0 | 0 | 0 | |
13 | <0.001 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 2 | 1 | 2 | 36 | 0 | 4 | 0 | 0 | 0 | |
13 | <0.001 | 3 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 14 | 37 | 0 | 0 | 0 | 2 | 0 | |
13 | 0.002 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 30 | 0 | 0 | 0 | 4 | 0 | |
13 | 0.008 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 17 | 0 | 0 | 0 | 3 | 0 | |
14 | <0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 75 | 0 | 0 | 0 | 0 | |
14 | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 27 | 0 | 0 | 0 | 0 | |
14 | 0.003 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 28 | 0 | 0 | 1 | 1 | |
15 | 0.011 | 1 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | 0 | 1 | 0 | |
16 | <0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 35 | 0 | 0 | |
16 | <0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 33 | 0 | 0 | |
16 | <0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 33 | 0 | 0 | |
16 | <0.001 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 88 | 0 | 0 | |
16 | <0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 33 | 0 | 0 | |
16 | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 0 | 0 | |
16 | 0.002 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 0 | 0 | |
16 | 0.002 | 0 | 0 | 0 | 2 | 0 | 2 | 9 | 1 | 5 | 7 | 0 | 0 | 0 | 4 | 1 | 19 | 16 | 17 | |
16 | 0.009 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 | 0 | 0 | |
16 | 0.016 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 13 | 4 | 0 | |
16 | 0.020 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | |
17 | <0.001 | 0 | 2 | 0 | 7 | 10 | 5 | 1 | 0 | 3 | 16 | 3 | 0 | 1 | 6 | 4 | 4 | 26 | 1 | |
18 | <0.001 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 3 | 3 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 41 | |
18 | <0.001 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 54 | |
18 | <0.001 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 46 | |
18 | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 32 | |
18 | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | |
18 | 0.004 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22 | |
18 | 0.004 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | |
18 | 0.007 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 | |
18 | 0.017 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8 | 1 | 0 | 0 | 0 | 3 | 3 | 0 | 1 | 16 | |
18 | 0.025 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 |
UT1
Species | Groups of community types | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Ppum pure | Shrub-rich | Dwarf-shrub-rich | Herb-grass-rich | Moss-rich | Lichen-rich | |||||||||||||
Community types | ||||||||||||||||||
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | |
Statistics | ||||||||||||||||||
N | 42 | 14 | 23 | 7 | 15 | 15 | 14 | 10 | 14 | 9 | 14 | 30 | 12 | 12 | 13 | 5 | 15 | 8 |
S | 10 | 10 | 11 | 13 | 11 | 10 | 16 | 10 | 15 | 16 | 12 | 8 | 12 | 13 | 11 | 15 | 14 | 13 |
SDS | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 3 | 3 | 2 | 3 | 4 | 4 |
E | 0.38 | 0.67 | 0.67 | 0.73 | 0.73 | 0.72 | 0.71 | 0.63 | 0.70 | 0.77 | 0.62 | 0.63 | 0.68 | 0.72 | 0.68 | 0.66 | 0.64 | 0.77 |
SDF | 0.14 | 0.10 | 0.07 | 0.12 | 0.11 | 0.11 | 0.05 | 0.10 | 0.08 | 0.05 | 0.12 | 0.09 | 0.06 | 0.07 | 0.07 | 0.10 | 0.05 | 0.07 |
Trees | ||||||||||||||||||
81.3 | 68.0 | 64.7 | 62.5 | 55.7 | 57.0 | 61.4 | 65.0 | 52.9 | 70.9 | 63.8 | 69.0 | 58.7 | 69.0 | 80.7 | 68.3 | 54.4 | 47.9 | |
– | – | 0.3 | – | – | – | – | – | – | 0.3 | 0.8 | – | – | – | – | – | 0.6 | – | |
0.1 | – | – | – | – | – | 2.1 | – | 1.4 | 0.8 | 0.4 | – | – | 0.5 | 0.4 | 5.0 | – | – | |
Shrubs | ||||||||||||||||||
0.2 | – | – | – | – | 0.9 | 0.4 | 0.8 | 0.4 | 0.1 | 0.8 | – | – | – | – | 1.7 | – | – | |
0.1 | – | – | – | 0.7 | – | – | 0.7 | – | 0.4 | – | 0.1 | – | – | – | – | 0.6 | – | |
0.7 | – | – | – | – | – | 0.9 | 0.4 | 0.3 | 0.4 | – | – | 2.4 | <0.1 | – | – | 2.2 | – | |
0.3 | 0.8 | – | 0.6 | 0.1 | – | 0.6 | – | – | 0.3 | 2.8 | 1.0 | 0.2 | – | – | – | 0.7 | – | |
<0.1 | – | – | 1.9 | – | – | – | – | – | – | <0.1 | – | – | 1.1 | – | – | – | – | |
1.0 | 2.7 | 0.7 | 0.1 | 22.9 | 41.7 | 6.1 | 2.4 | 2.0 | 1.4 | – | – | – | 4.3 | 2.5 | – | 0.2 | 1.8 | |
– | – | – | – | – | – | 1.1 | – | – | – | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | 0.9 | – | 0.1 | – | – | – | – | – | – | – | – | – | |
<0.1 | – | – | – | – | 0.4 | 1.6 | 1.3 | 1.7 | <0.1 | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | 2.6 | – | 0.8 | – | – | – | – | – | – | – | – | – | |
– | – | – | – | – | 0.4 | – | – | – | – | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | 1.0 | – | – | – | – | |
1.1 | 1.7 | 15.7 | 25.1 | 2.1 | 1.7 | – | – | – | 1.3 | – | 2.1 | <0.1 | <0.1 | 0.7 | 1.7 | 0.6 | 0.1 | |
<0.1 | – | – | – | – | – | – | – | <0.1 | <0.1 | 0.8 | – | – | – | – | – | 1.1 | – | |
2.8 | 37.3 | 5.7 | 6.3 | 5.5 | 5.8 | 3.1 | 0.4 | 1.4 | 5.3 | 1.3 | 9.5 | 7.2 | 10.8 | 6.3 | 5.2 | 1.9 | 0.7 | |
Dwarf shrubs | ||||||||||||||||||
<0.1 | <0.1 | – | – | – | – | <0.1 | <0.1 | 0.5 | <0.1 | – | – | – | 0.3 | 0.2 | – | 0.1 | 0.7 | |
– | <0.1 | – | – | – | 0.9 | 1.4 | 1.9 | 1.0 | 0.1 | – | – | – | – | – | – | 0.2 | 2.0 | |
0.6 | 0.8 | – | <0.1 | – | 0.2 | 5.1 | 4.9 | 32.1 | 0.8 | – | – | 3.8 | 2.7 | 1.4 | 2.4 | 6.9 | – | |
0.3 | 0.7 | – | – | 2.3 | 2.3 | 7.9 | 1.8 | 4.4 | 7.6 | <0.1 | – | 0.8 | 4.0 | 1.3 | 15.7 | 13.6 | 14.4 | |
– | – | – | – | – | – | 0.9 | 0.4 | <0.1 | – | – | – | – | – | – | – | – | – | |
– | 0.7 | – | – | – | 0.9 | 1.1 | – | – | – | – | – | – | – | – | – | – | – | |
0.6 | 0.8 | – | 1.5 | 5.1 | 5.8 | 4.5 | 22.1 | 4.5 | 4.6 | <0.1 | – | 0.8 | 6.6 | 2.7 | 2.6 | 9.7 | 4.4 | |
0.4 | 2.5 | – | – | 1.4 | 1.7 | 20.0 | 5.5 | 9.4 | 3.1 | <0.1 | – | 1.1 | 1.4 | 3.7 | 5.6 | 14.6 | 5.4 | |
Herbs and grasses | ||||||||||||||||||
<0.1 | <0.1 | – | – | – | – | <0.1 | <0.1 | 0.5 | <0.1 | – | – | – | 0.3 | 0.2 | – | 0.1 | 0.7 | |
– | – | – | – | – | – | 0.4 | <0.1 | <0.1 | – | <0.1 | – | – | – | – | – | – | – | |
– | – | 0.3 | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – | |
– | – | 0.3 | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | <0.1 | – | <0.1 | – | – | – | – | – | – | – | – | – | |
<0.1 | – | – | – | – | – | 0.7 | <0.1 | – | – | – | – | – | – | – | – | – | – | |
1.9 | 9.7 | 11.3 | 1.5 | 0.9 | 0.5 | 0.4 | 0.5 | <0.1 | 1.1 | 8.5 | 31.5 | 8.3 | 0.6 | 2.4 | 2.3 | – | <0.1 | |
<0.1 | – | – | – | – | – | – | – | <0.1 | 0.9 | – | – | 2.6 | – | – | – | 0.4 | – | |
– | – | – | – | – | – | 0.1 | – | – | – | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | 1.5 | <0.1 | 0.2 | 0.2 | 1.5 | – | – | – | <0.1 | – | – | – | |
– | – | – | – | – | – | – | – | – | – | – | – | 0.3 | 0.1 | – | – | – | – | |
1.0 | – | – | 10.0 | – | – | <0.1 | – | 1.1 | 0.1 | 1.2 | 0.2 | 18.0 | 0.7 | – | – | – | – | |
0.2 | <0.1 | 0.3 | 0.2 | – | – | 0.5 | <0.1 | <0.1 | <0.1 | 1.9 | 1.3 | 0.5 | 0.7 | – | – | 0.6 | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – | 0.7 | |
– | – | 0.3 | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – | |
– | – | 0.3 | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – | |
0.1 | – | 6.0 | – | – | – | – | – | – | – | – | <0.1 | <0.1 | – | – | – | – | – | |
– | – | – | – | – | – | – | – | – | – | 1.9 | – | – | – | – | – | – | – | |
<0.1 | – | <0.1 | <0.1 | <0.1 | – | <0.1 | – | – | – | 0.2 | 0.1 | 1.1 | 0.1 | 0.7 | <0.1 | 1.3 | – | |
0.9 | 0.7 | – | 1.3 | 0.6 | – | 1.1 | 0.4 | 1.5 | 1.5 | 0.6 | 1.1 | 10.2 | – | 2.9 | – | 0.1 | – | |
– | – | <0.1 | – | – | – | – | – | – | – | – | 0.5 | – | – | – | – | – | – | |
<0.1 | <0.1 | 5.1 | 13.8 | 0.4 | – | – | – | – | 0.2 | – | – | – | <0.1 | – | – | – | – | |
– | – | – | – | – | – | 0.5 | – | – | – | – | – | – | – | – | – | – | 0.5 | |
0.1 | – | 0.3 | 0.3 | – | – | – | – | <0.1 | 0.2 | 5.0 | – | 0.1 | 0.7 | – | – | – | – | |
1.3 | 0.8 | 1.5 | 12.5 | 0.7 | 0.8 | 1.4 | – | 1.2 | 1.1 | 1.3 | <0.1 | 0.2 | 1.7 | 1.2 | 1.5 | 0.2 | 1.0 | |
0.5 | 3.1 | 2.0 | 1.6 | 1.3 | <0.1 | – | – | 0.2 | 0.5 | 0.8 | – | – | 1.5 | <0.1 | 1.2 | – | – | |
– | 0.7 | – | – | – | 0.1 | – | – | – | <0.1 | – | – | – | 0.5 | 1.4 | – | – | – | |
1.8 | 1.0 | 9.6 | 4.6 | <0.1 | 0.1 | – | – | <0.1 | 0.1 | 0.5 | 0.3 | – | 0.2 | 0.2 | 0.3 | 0.2 | – | |
0.1 | – | 0.5 | <0.1 | – | – | – | – | – | – | – | 0.1 | – | – | – | – | – | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | – | – | 0.1 | – | – | |
– | <0.1 | 5.0 | – | – | – | – | – | – | – | – | 3.0 | – | – | – | – | – | – | |
– | – | – | – | – | – | 0.8 | <0.1 | – | – | – | – | 0.7 | – | – | – | – | – | |
– | – | – | – | – | – | – | <0.1 | <0.1 | 0.1 | – | – | – | 0.1 | – | 0.7 | 0.2 | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | – | – | 0.1 | – | – | |
0.1 | – | – | – | – | – | 0.4 | – | 0.4 | – | – | – | – | – | – | – | – | – | |
1.8 | 0.7 | – | – | 0.4 | 1.4 | – | 0.8 | 0.5 | 1.1 | 0.1 | 4.8 | 8.1 | – | – | – | 0.7 | – | |
0.2 | <0.1 | – | – | – | – | – | – | – | <0.1 | 0.9 | 0.2 | <0.1 | 1.5 | 1.2 | – | – | <0.1 | |
<0.1 | <0.1 | <0.1 | – | – | – | 1.2 | <0.1 | <0.1 | – | 0.5 | – | – | – | 0.1 | – | – | – | |
– | – | <0.1 | – | – | – | – | – | – | – | 1.5 | – | – | – | – | – | – | – | |
– | – | 0.3 | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – | |
0.5 | 1.1 | 1.2 | 1.0 | 0.1 | <0.1 | – | – | <0.1 | 0.6 | 0.5 | 0.3 | <0.1 | <0.1 | <0.1 | – | <0.1 | – | |
Bryophytes | ||||||||||||||||||
<0.1 | – | – | – | – | – | 0.7 | <0.1 | – | 0.3 | – | – | – | – | – | – | 0.6 | – | |
<0.1 | – | – | – | – | – | – | <0.1 | – | 0.1 | <0.1 | 1.0 | 2.1 | – | – | – | – | – | |
<0.1 | – | 1.1 | – | – | – | – | – | <0.1 | – | 0.4 | 0.3 | – | <0.1 | 0.4 | – | – | – | |
0.2 | – | – | – | – | – | 7.9 | – | 1.1 | – | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | 1.1 | – | <0.1 | 0.6 | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | – | <0.1 | 0.4 | 1.1 | 0.4 | – | – | – | – | – | – | – | |
0.3 | – | – | – | 1.3 | – | – | – | – | 0.1 | – | – | – | – | 2.5 | – | 0.6 | – | |
– | – | 0.1 | – | – | – | – | – | <0.1 | 0.3 | 0.8 | 0.2 | – | – | 0.4 | 0.7 | – | – | |
– | – | – | – | – | – | 0.7 | – | <0.1 | – | – | – | – | – | – | – | – | – | |
– | – | 0.7 | – | – | 0.2 | – | 1.7 | – | 0.1 | 1.2 | 0.6 | – | – | – | – | <0.1 | 1.6 | |
– | – | 0.6 | 8.1 | 1.9 | 0.6 | – | – | 0.4 | 0.4 | 1.4 | 0.2 | – | – | 3.6 | 0.9 | – | 0.4 | |
1.2 | 4.7 | 0.2 | 6.9 | 3.6 | 11.5 | 0.4 | 0.4 | 1.4 | 2.9 | 0.5 | 0.7 | 6.2 | – | 7.9 | – | 3.1 | 1.8 | |
– | – | – | – | – | – | – | – | – | – | – | 0.3 | – | – | – | – | – | – | |
0.7 | 0.7 | 0.4 | – | 0.4 | 0.7 | – | 0.8 | 1.6 | 1.2 | 1.3 | – | 0.3 | 28.5 | 0.4 | – | 1.1 | – | |
– | – | – | – | 0.1 | 0.9 | <0.1 | – | 1.4 | – | <0.1 | – | – | – | – | <0.1 | – | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | 0.5 | – | – | – | – | |
– | – | – | – | 0.1 | 1.3 | – | – | – | – | <0.1 | – | – | – | – | 0.9 | – | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | 0.5 | – | – | – | – | |
– | – | – | – | – | – | – | – | 0.4 | – | – | – | – | 3.5 | – | – | – | – | |
– | 0.5 | – | – | – | – | – | – | – | <0.1 | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | – | – | 0.4 | – | – | |
1.4 | 8.3 | 1.1 | 25.6 | 16.4 | 14.6 | 5.4 | 0.4 | 14.6 | 39.9 | 6.9 | 1.0 | 3.2 | 17.1 | 12.1 | 10.5 | 65.6 | 4.3 | |
– | – | – | – | – | – | – | – | 0.4 | – | <0.1 | – | – | – | – | – | – | – | |
– | – | <0.1 | – | – | – | 0.9 | – | 2.5 | – | – | – | – | – | – | – | – | – | |
<0.1 | – | – | – | – | – | 1.1 | 0.4 | <0.1 | 1.1 | – | – | – | 0.1 | – | – | – | – | |
– | – | – | – | – | – | – | 0.4 | – | 0.2 | <0.1 | – | – | – | – | – | – | 1.2 | |
1.3 | 4.3 | 1.0 | 10.0 | 50.0 | 3.4 | 0.4 | 2.5 | 3.1 | 4.5 | 2.4 | 1.3 | 4.3 | 9.5 | 23.6 | 5.4 | 2.0 | 1.6 | |
0.2 | – | – | – | – | – | – | – | <0.1 | <0.1 | 0.1 | – | – | 0.1 | 0.7 | 0.3 | – | – | |
– | – | – | – | – | – | 0.8 | <0.1 | <0.1 | – | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | – | <0.1 | – | – | – | – | – | – | – | – | 1.1 | – | |
0.5 | – | 3.3 | 4.6 | – | 3.5 | 1.2 | 0.4 | <0.1 | 0.3 | 0.1 | – | – | – | 4.4 | 0.7 | – | 1.1 | |
– | – | – | – | – | – | – | – | – | – | <0.1 | – | – | – | – | 4.6 | – | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | – | – | 3.3 | – | – | |
– | – | – | – | 2.9 | 1.0 | – | – | 0.4 | 0.5 | 1.5 | – | 0.3 | 0.5 | 0.7 | 60.8 | 0.6 | – | |
– | – | – | – | – | – | – | – | – | 1.8 | – | – | – | – | – | – | – | – | |
– | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – | 4.4 | – | |
Lichens | ||||||||||||||||||
– | – | – | – | – | 0.3 | – | – | 0.2 | <0.1 | – | – | – | – | – | – | – | 2.2 | |
– | – | – | – | – | – | – | – | – | – | – | – | – | – | – | 0.1 | – | – | |
– | <0.1 | – | – | – | – | <0.1 | – | 1.2 | – | – | – | – | – | – | – | <0.1 | – | |
– | – | – | – | – | – | – | – | – | 0.2 | – | – | – | – | – | – | – | – | |
<0.1 | 0.7 | – | – | 0.4 | 1.3 | 1.7 | 2.4 | 2.8 | 1.8 | 1.2 | – | – | 1.5 | 0.4 | 0.5 | 0.4 | 13.9 | |
– | – | – | – | – | – | – | <0.1 | <0.1 | 0.3 | 3.5 | – | – | 0.5 | – | – | – | 6.1 | |
<0.1 | 1.7 | – | – | 0.4 | 1.5 | 0.6 | 1.1 | 2.3 | 1.4 | 1.8 | – | – | 1.0 | 0.1 | 0.4 | 0.7 | 18.2 | |
– | – | – | – | – | – | 0.4 | – | <0.1 | 0.3 | <0.1 | – | – | – | 0.2 | <0.1 | 0.3 | 0.1 | |
– | – | <0.1 | – | – | – | <0.1 | 0.1 | – | <0.1 | – | – | – | 1.1 | – | – | 0.1 | 0.2 | |
– | – | – | – | – | – | <0.1 | – | – | – | – | – | – | 1.0 | – | – | – | – | |
– | – | – | – | – | 0.7 | 0.6 | 0.7 | – | <0.1 | <0.1 | – | – | – | – | – | – | 2.5 | |
– | – | – | – | – | – | – | – | 0.4 | – | – | – | – | – | – | – | – | 1.1 | |
– | – | – | – | – | <0.1 | – | 0.4 | 2.9 | – | – | – | – | – | – | – | – | 1.9 | |
– | <0.1 | – | – | <0.1 | – | – | 3.3 | <0.1 | 0.4 | <0.1 | – | – | 1.1 | – | – | – | 0.7 | |
– | 0.3 | – | – | – | <0.1 | – | <0.1 | 0.3 | <0.1 | <0.1 | – | – | <0.1 | – | – | <0.1 | 3.4 |
Median values of exposition, moisture and fertility, and average values of other environmental variables of community types. Notations: Ppum – Pinus pumila pure, Shrub – shrub-rich, DwShrub – dwarf-shrub-rich, HGrass – herb- and grass-rich, Moss – moss-rich, Lichen – li-chen-rich; S – average number of species in communities, E – evenness coefficient; Alt, Expos, Slope, Moist, Trophy – habitats’ exposition, slopeness, humidity and fertility, respectively; CovShr, CovHerb, CovDwShr, CovMoss, CovLich – average cover of shrubs, herbs+grasses, dwarf-shrubs, mosses and lichens in communities. With uppercase letters are marked similar average values according to the Fisher LSD post-hoc tests or similar medians according to the Duncan’s post-hoc tests (for Expos, Moist and Trophy); pANOVA – significance level by the univariate ANOVA, pKW – significance level by the Kruskal-Wallis post-hoc median test.
Community type | Type group | Variables | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
S | E | Alt | Expos | Slope | Moist | Trophy | Cov |
Cov |
Cov |
Cov |
Cov |
||
1 | Ppum | 10ab | 0.382a | 359bce | E | 8ab | 2b | 3efgh | 6ab | 11bc | 2a | 6a | 0a |
2 | Shrub | 10abce | 0.666bcde | 536dfg | E | 6ab | 2bc | 3efghi | 41g | 17cd | 6ab | 19bcd | 3ab |
3 | Shrub | 11abcde | 0.668bcde | 244ab | E | 8ab | 2bc | 3jk | 22ef | 43e | 0a | 8abc | 0a |
4 | Shrub | 13bcdefgh | 0.727def | 253abc | NE | 9abc | 2b | 3hij | 34g | 44e | 2a | 55f | 0a |
5 | Shrub | 11abcdef | 0.730def | 564defg | E | 11abc | 2bc | 2cdef | 31fg | 4ab | 9abc | 77gh | 1ab |
6 | Shrub | 10abce | 0.724df | 868i | SW | 17c | 2b | 2cdef | 48h | 3a | 12bc | 38e | 4abc |
7 | DShrub | 16i | 0.707cdef | 754hi | SW | 8ab | 2b | 2.5efgh | 13de | 10abc | 41e | 20cd | 3abc |
8 | DShrub | 10abc | 0.633bc | 497cdef | E | 14bc | 1a | 1ab | 5abc | 2a | 37e | 7abc | 8bc |
9 | DShrub | 15hi | 0.697cdef | 558dfgh | SE | 6ab | 2b | 2bcde | 6abc | 6ab | 51f | 28de | 10c |
10 | DShrub | 12cdef | 0.653bcd | 393bcde | NE | 10ab | 2bc | 2def | 9abcd | 8ab | 16c | 55f | 4abc |
11 | HGrass | 12bcdefg | 0.616b | 396bcde | SW | 14bc | 2b | 4j | 5abc | 22d | 0a | 17abcd | 5abc |
12 | HGrass | 8a | 0.633bc | 115a | NE | 6ab | 2bc | 4k | 13bcde | 42e | 0a | 6abc | 0a |
13 | HGrass | 12bcdefg | 0.678bcde | 81a | plain | 4a | 2bc | 3ghij | 9abcd | 50e | 6ab | 16abd | 0a |
14 | Moss | 13defghi | 0.715cdef | 510cdef | NE | 10ac | 2b | 2bcd | 16de | 9abc | 15bc | 60fg | 5abc |
15 | Moss | 11bcdef | 0.678bcde | 671fgh | NE | 6ab | 2bc | 3fghi | 9abcd | 11abc | 9abc | 57f | 1a |
16 | Moss | 15ghi | 0.660bcde | 450bcde | SW | 27d | 4d | 2bc | 6abcd | 6ab | 26d | 86h | 1ab |
17 | Moss | 14fghi | 0.643bce | 251ab | W | 12abc | 2c | 2efg | 5abc | 4ab | 45ef | 73gh | 2ab |
18 | Lichen | 13dfgh | 0.769f | 737ghi | SE/E | 13bc | 1a | 1a | 3a | 2a | 26d | 11abc | 51d |
pANOVA | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.002 | <0.003 | <0.004 | <0.005 | ||||
pKW | 0.741 | <0.001 | <0.001 |
Correlation of environmental variables with DCA ordination axes. Notations: r – Pearson correlation coefficient, τ – Kendall rank order correlation coefficient; other notations as in Figure 2.
Variable | Axis 1 | Axis 2 | Axis 3 | ||||||
---|---|---|---|---|---|---|---|---|---|
Statistics | |||||||||
r | r2 | τ | r | r2 | τ | r | r2 | τ | |
Moist | 0.107 | 0.012 | 0.124 | -0.223 | 0.050 | -0.136 | -0.455 | 0.207 | -0.385 |
Fert | 0.605 | 0.366 | 0.490 | -0.067 | 0.004 | -0.051 | -0.294 | 0.087 | -0.196 |
Exp | 0.203 | 0.041 | 0.160 | -0.013 | 0.000 | 0.005 | -0.128 | 0.016 | 0.067 |
Incl | -0.188 | 0.035 | -0.159 | 0.014 | 0.000 | 0.019 | 0.046 | 0.002 | 0.036 |
Alt | -0.346 | 0.119 | -0.245 | 0.324 | 0.105 | 0.204 | 0.200 | 0.040 | 0.108 |
Shrub | 0.218 | 0.047 | 0.187 | 0.649 | 0.421 | 0.405 | -0.143 | 0.020 | -0.122 |
DwShrub | 0.593 | 0.352 | 0.423 | -0.184 | 0.034 | -0.146 | -0.135 | 0.018 | -0.131 |
Herb | -0.778 | 0.605 | -0.663 | -0.234 | 0055 | -0.116 | 0.214 | 0.046 | 0.149 |
Moss | -0.306 | 0.094 | -0.211 | 0.151 | 0.023 | 0.166 | -0.708 | 0.501 | -0.524 |
Lichen | -0.463 | 0.215 | -0.461 | 0.084 | 0.007 | 0.004 | 0.470 | 0.221 | 0.207 |
Exposition of habitats of different type communities. Type group notations as in Figure 3.
Community type | Type group | Exposition | Plain | Total | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
N | NW | W | SW | S | SE | E | NE | ||||
1 | 2 | 3 | 4 | 8 | 3 | 2 | 1 | 21 | 44 | ||
2 | Shrub | 2 | 1 | 3 | 1 | 1 | 1 | 6 | 15 | ||
3 | Shrub | 5 | 3 | 2 | 15 | 25 | |||||
4 | Shrub | 1 | 4 | 2 | 1 | 2 | 2 | 5 | 17 | ||
5 | Shrub | 1 | 1 | 1 | 1 | 1 | 2 | 7 | |||
6 | Shrub | 2 | 1 | 1 | 4 | 8 | |||||
7 | DwShrub | 5 | 2 | 1 | 3 | 1 | 9 | 21 | |||
8 | DwShrub | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 6 | 15 | |
9 | DwShrub | 2 | 1 | 3 | 1 | 8 | 15 | ||||
10 | DwShrub | 1 | 4 | 5 | 4 | 1 | 1 | 3 | 3 | 9 | 31 |
11 | HGrass | 7 | 1 | 3 | 1 | 2 | 14 | ||||
12 | HGrass | 1 | 3 | 1 | 1 | 1 | 5 | 12 | |||
13 | HGrass | 1 | 2 | 1 | 1 | 5 | |||||
14 | Moss | 4 | 2 | 1 | 1 | 1 | 3 | 1 | 13 | ||
15 | Moss | 1 | 1 | 1 | 1 | 1 | 9 | 14 | |||
16 | Moss | 4 | 1 | 1 | 1 | 1 | 8 | ||||
17 | Moss | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 10 | ||
18 | Lichen | 4 | 1 | 2 | 1 | 8 | |||||
Total | 26 | 18 | 39 | 22 | 17 | 9 | 23 | 22 | 106 | 282 |
Changes during twelve years in three mature hemiboreal stands growing in a radiation model intercomparison test site, Järvselja, Estonia Diversity of Pinus pumila- dominated communities on the Kamchatka PeninsulaStudy of invasive plants in tropical dry deciduous forests – biological spectrum, phenology, and diversity Comparative testing of two alternating current methods for determining wood moisture content in kiln conditions Jalakasurma levikust ja ohtlikkusest Eestis Quercus cerris L.: An OverviewThe Forests of Naissaare Island in 1297–1698 in relation to the development of the City of Tallinn, Estonia