Figure 1.
Map of the study area showing the location of the three nature reserves within Gauteng Province.
Figure 1.
Map of the study area showing the location of the three nature reserves within Gauteng Province.
Figure 2.
Redundancy analysis (RDA) plots for the first two ordination axes showing the association of growth forms with: (a) species richness, plant density, and plant cover for all study sites; (b) for protected areas; and (c) for unprotected areas. GR is grass richness, GD is grass density, GC is grass cover, FR is forb richness, FD is forb density, FC is forb cover, SR is shrub richness, SD is shrub density, and SC is shrub cover.
Figure 2.
Redundancy analysis (RDA) plots for the first two ordination axes showing the association of growth forms with: (a) species richness, plant density, and plant cover for all study sites; (b) for protected areas; and (c) for unprotected areas. GR is grass richness, GD is grass density, GC is grass cover, FR is forb richness, FD is forb density, FC is forb cover, SR is shrub richness, SD is shrub density, and SC is shrub cover.
Figure 3.
The relationships of total species richness with growth form richness and proportion (i.e., growth form relative richness) for all study sites (a,b), protected areas (c,d), and unprotected areas (e,f). The colours of the dashed lines correspond to the colour codes for grasses, forbs, and shrubs.
Figure 3.
The relationships of total species richness with growth form richness and proportion (i.e., growth form relative richness) for all study sites (a,b), protected areas (c,d), and unprotected areas (e,f). The colours of the dashed lines correspond to the colour codes for grasses, forbs, and shrubs.
Figure 4.
Attribute plots based on detrended correspondence analysis (DCA) for species richness (a), plant density (b), and plant cover (c). ANR, RNR, and SNR denote Abe Bailey, Roodeplaat, and Suikerbosrand study locations, respectively. 1, 2, and 3 denote the three study sites per location. A and B denote protected and unprotected sites, respectively. The sizes of circles correspond to total richness, density, and cover per site.
Figure 4.
Attribute plots based on detrended correspondence analysis (DCA) for species richness (a), plant density (b), and plant cover (c). ANR, RNR, and SNR denote Abe Bailey, Roodeplaat, and Suikerbosrand study locations, respectively. 1, 2, and 3 denote the three study sites per location. A and B denote protected and unprotected sites, respectively. The sizes of circles correspond to total richness, density, and cover per site.
Figure 5.
Redundancy analysis (RDA) plots for the first two ordination axes showing the association of soil properties with: (a) species richness, plant density, and plant cover for all study sites; (b) for protected areas; and (c) for unprotected areas.
Figure 5.
Redundancy analysis (RDA) plots for the first two ordination axes showing the association of soil properties with: (a) species richness, plant density, and plant cover for all study sites; (b) for protected areas; and (c) for unprotected areas.
Figure 6.
Redundancy analysis (RDA) plots for the first two ordination axes showing the association of soil properties with: (a) growth forms for all study sites; (b) for protected areas; and (c) for unprotected areas. GR is grass richness, GD is grass density, GC is grass cover, FR is forb richness, FD is forb density, FC is forb cover, SR is shrub richness, SD is shrub density, and SC is shrub cover.
Figure 6.
Redundancy analysis (RDA) plots for the first two ordination axes showing the association of soil properties with: (a) growth forms for all study sites; (b) for protected areas; and (c) for unprotected areas. GR is grass richness, GD is grass density, GC is grass cover, FR is forb richness, FD is forb density, FC is forb cover, SR is shrub richness, SD is shrub density, and SC is shrub cover.
Table 1.
Model summaries for simple linear regression analysis of species richness, plant density, and plant cover. n = 180 for all study sites; df1 = 1, df2 = 178. n = 90 for protected areas and also for unprotected areas; df1 = 1, df2 = 88.
Table 1.
Model summaries for simple linear regression analysis of species richness, plant density, and plant cover. n = 180 for all study sites; df1 = 1, df2 = 178. n = 90 for protected areas and also for unprotected areas; df1 = 1, df2 = 88.
| Response Variable | Explanatory Variable | r | r2 | ANOVA |
|---|
| F | p |
|---|
| All locations | | | | | |
| Species richness | Plant density | 0.408 | 0.166 | 35.539 | 0.000 |
| Species richness | Plant cover | 0.225 | 0.051 | 9.486 | 0.002 |
| Plant density/cover | Plant cover/density | 0.486 | 0.237 | 55.175 | 0.000 |
| Protected areas | | | | | |
| Species richness | Plant density | 0.326 | 0.106 | 10.458 | 0.002 |
| Species richness | Plant cover | 0.271 | 0.073 | 6.978 | 0.010 |
| Plant density/cover | Plant cover/density | 0.425 | 0.181 | 19.447 | 0.000 |
| Unprotected areas | | | | | |
| Species richness | Plant density | 0.524 | 0.274 | 33.293 | 0.000 |
| Species richness | Plant cover | 0.168 | 0.028 | 2.560 | 0.113 |
| Plant density/cover | Plant cover/density | 0.583 | 0.340 | 45.399 | 0.000 |
Table 2.
Pearson correlations of species richness, plant density, and plant cover with growth forms. n = 180 for all study sites, n = 90 for protected areas, n = 90 for unprotected areas.
Table 2.
Pearson correlations of species richness, plant density, and plant cover with growth forms. n = 180 for all study sites, n = 90 for protected areas, n = 90 for unprotected areas.
| | Species Richness | Plant Density | Plant Cover |
|---|
| All | A | B | All | A | B | All | A | B |
|---|
| GR | 0.509 *** | 0.380 *** | 0.651 *** | 0.292 *** | 0.301 ** | 0.294 ** | 0.111 | 0.130 | 0.102 |
| GD | 0.112 | 0.029 | 0.264 * | 0.742 *** | 0.802 *** | 0.633 *** | 0.352 *** | 0.299 ** | 0.471 *** |
| GC | 0.006 | 0.053 | −0.051 | 0.293 *** | 0.326 ** | 0.242 * | 0.796 *** | 0.804 *** | 0.784 *** |
| FR | 0.755 *** | 0.794 *** | 0.714 *** | 0.249 ** | 0.136 | 0.436 *** | 0.195 ** | 0.241 * | 0.119 |
| FD | 0.448 *** | 0.524 *** | 0.382 *** | 0.484 *** | 0.364 *** | 0.637 *** | 0.280 *** | 0.266 * | 0.306 ** |
| FC | 0.356 *** | 0.388 *** | 0.321 ** | 0.386 *** | 0.260 * | 0.560 *** | 0.480 *** | 0.521 *** | 0.428 *** |
| SR | 0.296 *** | 0.276 ** | 0.339 ** | 0.087 | 0.065 | 0.120 | −0.005 | −0.067 | 0.085 |
| SD | 0.171 * | 0.160 | 0.188 | 0.172 * | 0.135 | 0.229 * | 0.006 | −0.001 | 0.010 |
| SC | 0.102 | 0.099 | 0.131 | 0.016 | −0.002 | 0.057 | 0.075 | 0.087 | 0.033 |
Table 3.
Summary of multiple regression analyses with species richness, plant density, and plant cover as dependent variables, growth forms (i.e., GR, GD, GC, FR, FD, FC, SR, SD, SC), and soil properties (i.e., TN, Na, P, pH) as predictor variables. n = 54 for all study sites, n = 27 for protected areas, n = 27 for unprotected areas.
Table 3.
Summary of multiple regression analyses with species richness, plant density, and plant cover as dependent variables, growth forms (i.e., GR, GD, GC, FR, FD, FC, SR, SD, SC), and soil properties (i.e., TN, Na, P, pH) as predictor variables. n = 54 for all study sites, n = 27 for protected areas, n = 27 for unprotected areas.
| Study Sites | Growth Forms | Soil Properties | Growth Forms and Soil |
|---|
| r2 | F | p | r2 | F | p | r2 | F | p |
|---|
| Species richness |
| All sites | 0.895 | 47.754 | 0.000 | 0.155 | 2.238 | 0.078 | 0.903 | 31.704 | 0.000 |
| Protected | 0.882 | 16.880 | 0.000 | 0.346 | 2.916 | 0.045 | 0.914 | 12.326 | 0.000 |
| Unprotected | 0.982 | 150.351 | 0.000 | 0.181 | 1.214 | 0.333 | 0.989 | 126.443 | 0.000 |
| Plant density |
| All sites | 0.894 | 47.562 | 0.000 | 0.290 | 5.006 | 0.002 | 0.912 | 35.609 | 0.000 |
| Protected | 0.951 | 43.764 | 0.000 | 0.492 | 5.316 | 0.004 | 0.968 | 35.142 | 0.000 |
| Unprotected | 0.972 | 94.873 | 0.000 | 0.361 | 3.109 | 0.036 | 0.983 | 79.746 | 0.000 |
| Plant cover |
| All sites | 0.954 | 116.49 | 0.000 | 0.122 | 1.702 | 0.165 | 0.961 | 84.706 | 0.000 |
| Protected | 0.967 | 65.291 | 0.000 | 0.110 | 0.678 | 0.614 | 0.974 | 43.951 | 0.000 |
| Unprotected | 0.941 | 43.039 | 0.000 | 0.257 | 1.900 | 0.146 | 0.958 | 31.031 | 0.000 |
Table 4.
Pearson correlations of species richness, plant density, and plant cover with soil variables. n = 54 for all study sites, n = 27 for protected areas, n = 27 for unprotected areas.
Table 4.
Pearson correlations of species richness, plant density, and plant cover with soil variables. n = 54 for all study sites, n = 27 for protected areas, n = 27 for unprotected areas.
| Soil Variables | Species Richness | Plant Density | Plant Cover |
|---|
| All | A | B | All | A | B | All | A | B |
|---|
| OC (%) | 0.324 * | 0.334 | 0.386 * | 0.192 | 0.034 | 0.413 * | 0.125 | 0.135 | 0.094 |
| TC (%) | 0.323 * | 0.333 | 0.384 * | 0.203 | 0.036 | 0.438 * | 0.149 | 0.155 | 0.127 |
| TN (%) | 0.329 * | 0.336 | 0.397 * | 0.194 | 0.016 | 0.455 * | 0.129 | 0.114 | 0.136 |
| K (mg kg−1) | 0.279 * | 0.189 | 0.461 * | 0.216 | 0.026 | 0.582 ** | 0.209 | 0.128 | 0.346 |
| Ca (mg kg−1) | 0.307 * | 0.204 | 0.451 * | 0.181 | −0.024 | 0.453 * | 0.223 | 0.208 | 0.247 |
| Mg (mg kg−1) | 0.443 ** | 0.300 | 0.614 *** | 0.256 | 0.039 | 0.495 ** | 0.145 | 0.127 | 0.180 |
| Na (mg kg−1) | 0.138 | −0.020 | 0.355 | −0.125 | −0.364 | 0.169 | 0.087 | −0.000 | 0.219 |
| P (mg kg−1) | −0.058 | 0.000 | −0.204 | −0.292 * | −0.318 | −0.267 | 0.008 | −0.013 | 0.019 |
| pH | 0.080 | 0.154 | 0.011 | 0.017 | 0.078 | 0.155 | 0.300 * | 0.263 | 0.356 |
Table 5.
Correlations between soil variables and species scores for the first two ordination axes of detrended correspondence analysis (DCA), for species richness, plant density, and plant cover data. There were no significant correlations for pH.
Table 5.
Correlations between soil variables and species scores for the first two ordination axes of detrended correspondence analysis (DCA), for species richness, plant density, and plant cover data. There were no significant correlations for pH.
| | Species Richness | Plant Density | Plant Cover |
|---|
| Soil Variables | Axis 1 | Axis 1 | Axis 1 |
|---|
| | r | p | r | p | r | p |
|---|
| OC (%) | 0.612 | 0.007 | 0.637 | 0.005 | 0.662 | 0.003 |
| TC (%) | 0.611 | 0.007 | 0.628 | 0.005 | 0.653 | 0.003 |
| TN (%) | 0.599 | 0.009 | 0.631 | 0.005 | 0.661 | 0.003 |
| K (mg kg−1) | 0.638 | 0.004 | 0.611 | 0.007 | 0.602 | 0.008 |
| Ca (mg kg−1) | 0.508 | 0.032 | 0.479 | 0.044 | 0.501 | 0.034 |
| Mg (mg kg−1) | 0.578 | 0.012 | 0.555 | 0.017 | 0.589 | 0.010 |
| | Axis 2 | | | | |
| Na (mg kg−1) | 0.521 | 0.026 | - | - | - | - |
| P (mg kg−1) | −0.550 | 0.018 | - | - | - | - |
Table 6.
Summary of growth form and soil variables that contributed significantly to the multiple regression models for species richness, plant density, and plant cover.
Table 6.
Summary of growth form and soil variables that contributed significantly to the multiple regression models for species richness, plant density, and plant cover.
| Response Variables | Predictor Variables | Beta | Std Error | t | p |
|---|
| Species richness | | | | | |
| All sites | Forb richness | 0.941 | 0.098 | 9.610 | 0.000 |
| | Grass richness | 0.560 | 0.078 | 7.219 | 0.000 |
| | Grass cover | −0.203 | 0.090 | −2.263 | 0.029 |
| Protected | Forb richness | 0.945 | 0.228 | 4.140 | 0.001 |
| | Grass cover | −0.601 | 0.177 | −3.397 | 0.004 |
| | Grass richness | 0.442 | 0.160 | 2.767 | 0.015 |
| | Grass density | 0.445 | 0.202 | 2.203 | 0.045 |
| | pH | 0.267 | 0.125 | 2.143 | 0.050 |
| Unprotected | Forb richness | 0.991 | 0.053 | 18.549 | 0.000 |
| | Grass richness | 0.600 | 0.041 | 14.768 | 0.000 |
| | Shrub richness | 0.244 | 0.068 | 3.588 | 0.003 |
| | | | | | |
| Plant density | | | | | |
| All sites | Grass density | 0.995 | 0.083 | 12.025 | 0.000 |
| | Forb cover | 0.521 | 0.089 | 5.866 | 0.000 |
| | Shrub density | 0.391 | 0.125 | 3.137 | 0.003 |
| | Na | −0.268 | 0.094 | −2.838 | 0.007 |
| Protected | Grass density | 1.341 | 0.123 | 10.894 | 0.000 |
| | Shrub density | 0.437 | 0.129 | 3.402 | 0.004 |
| | Forb cover | 0.378 | 0.138 | 2.750 | 0.016 |
| Unprotected | Grass density | 0.788 | 0.071 | 11.139 | 0.000 |
| | Forb density | 0.658 | 0.070 | 9.446 | 0.000 |
| | | | | | |
| Plant cover | | | | | |
| All sites | Grass cover | 0.1040 | 0.057 | 18.320 | 0.000 |
| | Forb cover | 0.764 | 0.059 | 12.921 | 0.000 |
| | Shrub density | 0.216 | 0.083 | 2.602 | 0.013 |
| | Na | −0.134 | 0.063 | −2.134 | 0.039 |
| | P | −0.106 | 0.043 | −2.487 | 0.017 |
| Protected | Grass cover | 1.168 | 0.097 | 12.073 | 0.000 |
| | Forb cover | 0.684 | 0.123 | 5.540 | 0.000 |
| | Shrub density | 0.316 | 0.115 | 2.741 | 0.016 |
| Unprotected | Grass cover | 1.262 | 0.121 | 10.415 | 0.000 |
| | Forb density | 0.795 | 0.110 | 7.213 | 0.000 |
| | Shrub richness | 0.326 | 0.135 | 2.412 | 0.029 |
| | Grass density | −0.264 | 0.112 | −2.354 | 0.033 |
Table 7.
Summary of multiple regression analysis with growth forms as dependent variables and Total N, Na-Amm Acet, P-Bray1, and pH(H2O) as predictor variables. n = 54, df1 = 4, df2 = 49 for all study sites. n = 27, df1 = 4, df2 = 22 for protected areas and also for unprotected areas.
Table 7.
Summary of multiple regression analysis with growth forms as dependent variables and Total N, Na-Amm Acet, P-Bray1, and pH(H2O) as predictor variables. n = 54, df1 = 4, df2 = 49 for all study sites. n = 27, df1 = 4, df2 = 22 for protected areas and also for unprotected areas.
| | All Study Sites | Protected Areas | Unprotected Areas |
|---|
| | r2 | F | p | r2 | F | p | r2 | F | p |
|---|
| GR | 0.164 | 2.404 | 0.062 | 0.464 | 4.754 | 0.006 | 0.104 | 0.637 | 0.642 |
| GD | 0.146 | 2.101 | 0.095 | 0.563 | 7.093 | 0.001 | 0.122 | 0.765 | 0.559 |
| GC | 0.091 | 1.228 | 0.311 | 0.314 | 2.518 | 0.070 | 0.139 | 0.886 | 0.489 |
| FR | 0.362 | 6.951 | 0.000 | 0.631 | 9.388 | 0.000 | 0.282 | 2.164 | 0.107 |
| FD | 0.401 | 8.189 | 0.000 | 0.679 | 11.635 | 0.000 | 0.398 | 3.635 | 0.020 |
| FC | 0.351 | 6.620 | 0.000 | 0.669 | 11.109 | 0.000 | 0.274 | 2.079 | 0.118 |
| SR | 0.076 | 1.009 | 0.412 | 0.133 | 0.846 | 0.511 | 0.068 | 0.401 | 0.806 |
| SD | 0.196 | 2.990 | 0.028 | 0.238 | 1.714 | 0.183 | 0.193 | 1.312 | 0.296 |
| SC | 0.135 | 1.913 | 0.123 | 0.206 | 1.423 | 0.259 | 0.094 | 0.570 | 0.687 |