Abstract
In a 4383 ha beech forest in central Belgium, we investigated whether, within clearcuts, microclimate gradients are detectable, and we tested for correlations between plant species composition and microclimatic heterogeneity. The results highlight a strong correlation between microclimatic parameters and distance from the forest edge. Of the 47 taxa found, 38 (81%) showed a significant change in expected occurrence in response to at least one of the investigated microclimatic parameters (air and soil temperature, air humidity, light intensity). The results suggest that a substantial number of forest herbaceous species with broad European distributions show particular microclimatic requirements. Furthermore, many species show a different response to combined factors, such as for instance soil temperature with increasing air humidity, which indicates that combinations of microclimatic parameters stronger determine the actual temperature, humidity or light levels at which species are expected to be present or not.
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Acknowledgments
Most analyses synthesised in this paper were performed with financial support provided by the Brussels Institute for Environmental Management (B.I.M.).
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Appendix 1
Appendix 1
Regression results for species on air humidity, air temperature, soil temperature and light intensity.
| Predictor | Null dev. | Fitted dev. | Res.df | F | p |
---|---|---|---|---|---|---|
Agrostis stolonifera | AirH | 1251.40 | 1043.42 | 79.1 | 3.22 | 0.047531 |
AirT+SoilT | 1251.40 | 967.26 | 77.1 | 2.92 | 0.027385 | |
Anemone nemorosa | AirH | 2.97 | 2.22 | 79.0 | 6.00 | 0.003738 |
Light | 2.97 | 1.88 | 79.1 | 3.32 | 0.042971 | |
Athyrium filix-femina | Light | 328.84 | 164.42 | 79.1 | 20.13 | <1.0e−6 |
SoilT | 328.84 | 240.23 | 79.1 | 4.25 | 0.018885 | |
AirH+AirT | 328.84 | 201.24 | 77.1 | 5.06 | 0.001269 | |
Cardamine flexuosa | AirH | 8.72 | 6.68 | 79.1 | 3.46 | 0.037699 |
Centaurium erythraea | AirH+AirT | 9.28 | 7.27 | 77.1 | 2.57 | 0.046221 |
AirH+Light | 9.28 | 6.80 | 77.1 | 3.39 | 0.013534 | |
AirT+Light | 9.28 | 6.76 | 77.1 | 3.68 | 0.009076 | |
AirT+SoilT | 9.28 | 7.33 | 77.2 | 2.62 | 0.043680 | |
Dactylis glomerata | AirH+Light | 158.47 | 121.63 | 77.1 | 2.62 | 0.042365 |
AirH+SoilT | 158.47 | 114.86 | 77.1 | 3.29 | 0.016315 | |
AirT+SoilT | 158.47 | 110.72 | 77.2 | 3.83 | 0.007589 | |
Light+SoilT | 158.47 | 112.76 | 77.1 | 3.95 | 0.006240 | |
Deschampsia flexuosa | AirH+AirT | 2150.33 | 1787.85 | 77.1 | 2.58 | 0.045665 |
AirT+Light | 2150.33 | 1666.56 | 77.1 | 3.53 | 0.011257 | |
Digitalis purpurea | AirT | 10.46 | 6.59 | 79.0 | 14.83 | 0.000003 |
Dryopteris carthusiana | AirH | 297.43 | 244.37 | 79.0 | 3.50 | 0.035475 |
Dryopteris dilatata | AirH+Light | 1606.97 | 1346.52 | 77.0 | 2.68 | 0.038174 |
AirH+SoilT | 1606.97 | 1367.69 | 77.1 | 2.63 | 0.041164 | |
Light+SoilT | 1606.97 | 1342.51 | 77.0 | 2.91 | 0.026658 | |
Epilobium angustifolium | AirH+SoilT | 10.25 | 8.22 | 77.1 | 2.51 | 0.049798 |
Epilobium roseum | SoilT | 8.72 | 7.17 | 79.1 | 3.50 | 0.036886 |
Epilobium tetragonum | SoilT | 6.14 | 5.01 | 79.1 | 3.26 | 0.045316 |
Galium aparine | AirT | 131.49 | 96.95 | 79.0 | 4.13 | 0.019628 |
SoilT | 131.49 | 94.70 | 79.1 | 4.69 | 0.013164 | |
AirH+Light | 131.49 | 86.58 | 77.0 | 2.82 | 0.030734 | |
Galeopsis tetrahit | AirT+SoilT | 25.48 | 18.00 | 77.1 | 3.72 | 0.008738 |
Hieracium umbellatum | Light | 1122.83 | 911.20 | 79.1 | 3.84 | 0.027205 |
Holcus lanatus | AirH | 1061.75 | 869.80 | 79.0 | 4.09 | 0.020134 |
AirT+Light | 1061.75 | 753.61 | 77.0 | 3.08 | 0.021214 | |
AirT+SoilT | 1061.75 | 809.05 | 77.2 | 2.90 | 0.029155 | |
Light+SoilT | 1061.75 | 778.80 | 77.2 | 3.94 | 0.006536 | |
Impatiens parviflora | AirT | 1666.01 | 1481.29 | 79.1 | 3.17 | 0.049730 |
Juncus effusus | AirT+Light | 1270.27 | 1012.78 | 77.0 | 3.16 | 0.018546 |
Lapsana communis | Light | 5.33 | 3.89 | 79.0 | 5.61 | 0.005257 |
AirT+AirH | 5.33 | 3.72 | 77.2 | 2.88 | 0.029662 | |
AirH+SoilT | 5.33 | 3.53 | 77.0 | 4.58 | 0.002259 | |
Lonicera periclymenum | AirH | 551.67 | 388.81 | 78.0 | 3.28 | 0.025357 |
AirT | 551.67 | 261.78 | 79.1 | 28.30 | <1.0e−6 | |
SoilT | 551.67 | 367.95 | 79.0 | 6.84 | 0.001824 | |
Lotus corniculatus | AirH | 7.43 | 5.14 | 79.1 | 7.18 | 0.001591 |
AirT | 7.43 | 4.13 | 78.1 | 12.54 | 0.000001 | |
Luzula campestris | AirH | 25.27 | 19.09 | 79.1 | 4.15 | 0.020897 |
AirT | 25.27 | 14.96 | 79.0 | 11.40 | 0.000048 | |
SoilT | 25.27 | 17.65 | 79.0 | 6.32 | 0.002840 | |
Luzula multiflora | AirT | 226.45 | 176.89 | 79.1 | 4.21 | 0.020027 |
Luzula pilosa | AirT | 24.00 | 17.48 | 79.1 | 5.60 | 0.005753 |
SoilT | 24.00 | 17.52 | 79.1 | 4.98 | 0.009946 | |
AirH+Light | 24.00 | 13.93 | 77.0 | 8.35 | 0.000012 | |
Luzula sylvatica | AirH | 38.19 | 22.65 | 79.0 | 7.45 | 0.001137 |
SoilT | 38.19 | 18.81 | 79.1 | 24.37 | <1.0e−6 | |
Moehringia trinervia | AirH | 2.97 | 1.89 | 79.1 | 9.13 | 0.000324 |
SoilT | 2.97 | 2.37 | 79.1 | 3.31 | 0.043676 | |
Myosotis arvensis | AirH | 22.37 | 16.46 | 79.1 | 4.08 | 0.022337 |
AirT | 22.37 | 11.31 | 79.1 | 23.55 | <1.0e−6 | |
Light | 22.37 | 15.94 | 79.1 | 4.62 | 0.014068 | |
SoilT | 22.37 | 11.37 | 79.0 | 16.25 | 0.000001 | |
Polygonum hydropiper | AirT | 175.09 | 145.79 | 79.0 | 4.54 | 0.013377 |
Pteridium aquilinum | AirH+Light | 1836.87 | 1362.88 | 77.1 | 3.20 | 0.018589 |
Ranunculus repens | Light | 6.14 | 3.93 | 79.1 | 9.76 | 0.000192 |
SoilT | 6.14 | 4.82 | 79.1 | 4.20 | 0.019732 | |
Rubus fruticosus agg. | SoilT | 3438.85 | 2884.00 | 79.0 | 5.53 | 0.005794 |
Rumex acetosella | Light | 1.76 | 1.31 | 79.0 | 4.15 | 0.019262 |
SoilT | 1.76 | 1.24 | 79.0 | 5.29 | 0.006950 | |
AirT+AirH | 1.76 | 1.11 | 77.0 | 4.64 | 0.002080 | |
Scrophularia nodosa | AirH | 22.68 | 13.74 | 79.0 | 10.47 | 0.000107 |
AirT | 22.68 | 11.71 | 79.0 | 20.60 | <1.0e−6 | |
Light | 22.68 | 16.16 | 79.1 | 5.06 | 0.009590 | |
SoilT | 22.68 | 15.90 | 79.1 | 6.55 | 0.002699 | |
Stachys sylvestris | AirH+Light | 236.50 | 183.15 | 77.2 | 2.78 | 0.034494 |
Stellaria media | SoilT | 25.83 | 19.87 | 79.1 | 4.27 | 0.018547 |
AirT+Light | 25.83 | 19.03 | 77.2 | 2.85 | 0.031579 | |
Teucrium scorodonia | AirT | 291.70 | 200.47 | 79.0 | 12.10 | 0.000030 |
Urtica dioica | AirH | 16.94 | 14.88 | 79.0 | 3.52 | 0.035303 |
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Godefroid, S., Rucquoij, S. & Koedam, N. Spatial variability of summer microclimates and plant species response along transects within clearcuts in a beech forest. Plant Ecol 185, 107–121 (2006). https://doi.org/10.1007/s11258-005-9088-x
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DOI: https://doi.org/10.1007/s11258-005-9088-x