Research Article |
Corresponding author: Duo Chen ( duo.chen@uni-konstanz.de ) Academic editor: Ruth Hufbauer
© 2022 Duo Chen, Mark van Kleunen.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Chen D, van Kleunen M (2022) Competitive effects of plant invaders on and their responses to native species assemblages change over time. NeoBiota 73: 19-37. https://doi.org/10.3897/neobiota.73.80410
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Alien plant invaders are often considered to be more competitive than natives, and species-rich plant communities are often considered to be more resistant to invaders than species-poor communities. However, the competitive interactions between invaders and assemblages of different species richness are unlikely to be static over time (e.g. during a growth season). To test this, we grew five alien and five native species as invaders in a total of 21 artificial assemblages of one, two or four native competitor species. To test for temporal changes in the reciprocal effects of invaders and the competitor assemblages on each other, and how these depend on the species richness of the assemblages, we harvested plants at three growth stages (weeks 4, 8 and 12). We found that the invaders and competitor assemblages had negative effects on each other. Aboveground biomass of invaders was reduced by the presence of a competitor assemblage, irrespective of its species richness, and this difference gradually increased over time. Alien invaders accumulated more aboveground biomass than the native invaders, but only after 12 weeks of growth. Meanwhile, the invaders also negatively affected the biomass of the competitor assemblages. For multi-species assemblages, the increase in the negative effect of the presence of the invader occurred mainly between weeks 4 and 8, whereas it happened mainly between weeks 8 and 12 for the one-species assemblages. Our results suggest that although alien invaders are more competitive than native invaders, the competitive effects of the invaders on and their responses to native competitor assemblages changed over time, irrespective of the origin of the invaders.
Coexistence, community assembly, diversity-invasibility, exotic, native invader, plant invasion, resistance, species richness
Biological invasions, as one of the major components of global change (
Although invasion biology focuses on alien species, the process of invasion is not restricted to alien species, as native species can also invade communities (
The relationships between invaders and the species they interact with has been of high interest to biologists for a long time (
While invaders may impact the native community, and the latter might affect the establishment success of the invader, these competitive effects and responses are not static over time (
To test how alien and native plant invaders and native competitor assemblages of different species richness affect each other over time, we conducted a mesocosm experiment using five alien and five native invader species and 21 competitor assemblages of three species-richness levels (1, 2 or 4 native species). To test if competitive effects and responses of invaders changed over time, we had three harvesting times (4, 8 and 12 weeks after the start of the experiment). We addressed the following specific questions: (1) How does the presence of a competitor assemblage (i.e. a community) affect growth of the invader, and does it depend on the origin of the invader and species richness of the competitor assemblage? (2) How do invaders affect the productivity of the plants they compete with, and does it depend on the origin of the invader and species richness of the competitor assemblage? (3) Do the competitive effects and responses of the invader change over time?
To test the effects of alien and native invaders on competitor assemblages of different diversities, we selected five pairs of taxonomically related species to be used as invaders. Each pair consisted of one species that is a naturalized alien and one species that is native to Germany. The five pairs of species are from four families, as we chose two pairs of Poaceae so that the numbers of grasses and forbs were relatively balanced (Suppl. material
From 10 to 17 February 2020, we sowed the invader and competitor species in trays (18 cm × 14 cm × 5 cm) filled with potting soil (Einheitserde, Gebr. Patzer GmbH & Co. KG, Sinntal, Germany). This was done on different dates (Suppl. material
For the experiment, we filled 3L pots (Φ = 16 cm, H = 12 cm) with a soil substrate consisting of a mixture of field soil, sand and vermiculite (v:v:v = 1:1.5:1.5). The field soil, which served as inoculum of a natural soil microbiome, was dug up from a native grassland patch in the Botanical Garden of the University of Konstanz and was sieved using a 1-cm metal mesh to remove large plant fragments and pebbles. On 3 and 4 March 2020, we transplanted the seedlings into the pots. We used the pool of seven native species to create a total of 21 competitor assemblages that had different species-richness levels (Suppl. material
Overview of the experimental design. For the treatments with both an invader and competitors, five seedlings (one invader and four competitor seedlings) were planted into each pot. There was one control treatment with only plants of the native competitor assemblage (four seedlings per pot). The competitor assemblages were created with three species-richness levels: one, two and four native species. Another control treatment had only the invader species (without the competitors; one seedling per pot). All treatment combinations were replicated three times, and one replicate was harvested at each of the three time points (weeks 4, 8 and 12).
At the start of the experiment, we counted on each invader seedling the number of leaves, and measured the length and width of the largest leaf. From these measurements, we calculated the initial leaf area as number of leaves × length of largest leaf × width of largest leaf. In order to test the reciprocal effects of invaders and competitors over time, we selected three time points for harvesting: week 4, week 8 and week 12. These time points were chosen to represent the early, mid and late growth stages of the species during a season. On 15 April, 13 May and 10 June 2020, we harvested one third of the plants in each treatment combination. After each harvest, the remaining pots were re-randomized to reduce potential effects of environmental heterogeneity in the greenhouse compartments. We separately harvested the aboveground biomass of each individual plant. The belowground biomass, we only harvested at week 4, because it was impossible to separate the roots of the different species at weeks 8 and 12. The biomass of each individual was dried to constant weight at 70 °C, and then weighed with an accuracy of 0.001g. To compare differences in biomass between treatments, we calculated the percentage of change in biomass, using the raw data, as (Mean of biomass in the focal treatment - Mean of biomass in reference treatment)/Mean of biomass in reference treatment.
To test the effects of origin of the invader and species richness of the competitor assemblage on invader performance over time, we fitted a linear mixed model with the lme function in the R package ‘nlme’ (
To test the effects of the presence of the invader and its origin, and of the species richness of the competitor assemblages on performance of the assemblages over time, we fitted again a linear mixed model. This was done for the subset of pots with competitors, and aboveground biomass of the competitor assemblage and total aboveground biomass per pot (i.e. cumulative biomass of the invader and competitors) were used as response variables. Invader treatment (without invader, with alien invader or with native invader), species richness of the competitor assemblage (1, 2 and 4 species), harvesting time (weeks 4, 8 and 12) and their interactions were included as fixed effects. For the invader treatment, we generated two orthogonal contrasts: without vs. with invader, and alien vs. native invader. We also generated two orthogonal contrasts for species richness of the competitor assemblage: one-species assemblages vs. the average of two- and four-species assemblages, and two-species assemblages vs. four-species assemblages.
To test whether the belowground parts of plants show a similar response as the aboveground parts, we also fitted two linear mixed effects models to analyze the belowground biomass of the invaders and competitor assemblages, respectively, at the first harvest time (i.e. week 4). For the invaders, this was done for the subset of pots with invaders in week 4, and belowground biomass and root weight ratio of the invaders were the response variables. Invader origin (alien or native), species richness of the competitor assemblages (included as three orthogonal contrasts: without competitors vs. the average of one-, two- and four-species assemblages, one-species assemblages vs. the average of two- and four-species assemblages, and two-species assemblages vs. four-species assemblages) and their interactions were included as fixed effects. We also included initial leaf area of the invaders as a covariate in the model. For the competitor assemblages, belowground biomass and root weight ratio (i.e. belowground biomass allocation) for the subset of pots with competitors in week 4 were used as response variables. Invader treatment (two orthogonal contrasts: without vs. with invader, and alien vs. native invader), species richness of the competitor assemblage (included as two orthogonal contrasts: one-species assemblages vs. the average of two- and four-species assemblages, and two-species assemblages vs. four species assemblages) and their interactions were included as fixed effects.
In all models, to account for phylogenetic non-independence of species, and non-independence of plants belonging to the same species, we included species identity and family of the invader plants as random effects. To account for non-independence of measurements in pots with the same competitor assemblage, we also included assemblage identity as a random effect. To meet the assumption of normality, aboveground biomasses of invaders and competitor assemblages were cubic-root-transformed. To improve homoscedasticity of residuals of the models, we allowed the variance to vary among invader species and/or the assemblage identity (Suppl. material
Across all competitor-assemblage treatments, the aboveground biomass of alien and native invaders did not differ significantly after four and eight weeks of growth (Table
A aboveground biomass of alien and native invaders at each of the three harvests, B aboveground biomass of alien and native invaders in the absence or presence of native competitor assemblages of different species richness at each of the three harvests. Shown are means (± SEs) of the raw data.
Among the pots with competitors, aboveground biomass of the invader was not significantly affected by the species richness of the competitor assemblage (one-species vs. multi-species assemblages, and two-species vs. four-species assemblages; Table
Aboveground biomass of native competitor assemblages (A) and total aboveground biomass per pot (B) for different competitor assemblages of different species richness and in the absence or presence of alien and native invaders at each of the three harvests, C proportional aboveground biomass per pot of alien and native invaders in competitor assemblages of different species richness at each of the three harvests. Shown are means (± SEs) of the raw data.
Effects of invader origins (alien or native), presence and species richness of the native competitor assemblage (0, 1, 2 or 4 species), harvesting time (week 4, week 8 or week 12) and their interactions on aboveground biomass of invader plants. For the factor Species richness, we created three orthogonal contrasts (RWithout/With: without competitors vs. average of one-, two- and four species assemblages, ROne-/Multi-species: one-species assemblages vs. average of two- and four-species assemblages, RTwo-/Four-species: two-species assemblages vs. four-species assemblages).
df | Aboveground biomass | ||
---|---|---|---|
χ2 | P | ||
Fixed effects | |||
Initial leaf area of invader | 1 | 15.542 | <0.001 |
Origin of invader (O) | 1 | 0.339 | 0.560 |
Species richness of assemblage (R) | 3 | 18.319 | <0.001 |
RWithout/With | 1 | 17.643 | <0.001 |
ROne-/Multi-species | 1 | 0.750 | 0.387 |
RTwo-/Four-species | 1 | 0.868 | 0.352 |
Time of harvest (T) | 2 | 479.275 | <0.001 |
O × R | 3 | 0.950 | 0.813 |
O × RWithout/With | 1 | 0.179 | 0.672 |
O × ROne-/Multi-species | 1 | 0.780 | 0.377 |
O × RTwo-/Four-species | 1 | 0.006 | 0.936 |
O × T | 2 | 8.655 | 0.013 |
R × T | 6 | 83.415 | <0.001 |
RWithout/With × T | 2 | 79.256 | <0.001 |
ROne-/Multi-species × T | 2 | 4.435 | 0.109 |
RTwo-/Four-species × T | 2 | 0.614 | 0.736 |
O × R × T | 6 | 1.921 | 0.927 |
O × RWithout/With × T | 2 | 0.492 | 0.782 |
O × ROne-/Multi-species × T | 2 | 1.034 | 0.596 |
O × RTwo-/Four-species × T | 2 | 0.380 | 0.827 |
Random effects | SD | ||
Invader family | 0.206 | ||
Invader species † | 0.314 | ||
Assemblage identity | 0.068 | ||
Residual | 0.166 |
After four weeks of growth, the aboveground biomass of the competitor assemblage, irrespective of its species richness, was not affected by the presence of the invader. The same was true for belowground biomass and the root weight ratio of the competitor assemblages (Suppl. material
Effects of invader treatment (without invader, with alien or native invader), species richness of competitor assemblage (1, 2 or 4 species), harvesting time (week 4, week 8 or week 12) and their interactions on aboveground biomass of the competitor assemblage and the total aboveground biomass per pot. For the factor Invader, we created two orthogonal contrasts (IWithout/With: without vs. with invader, IAlien/Native: with alien vs. with native invader). For the factor Species richness, we created two orthogonal contrasts (ROne-/Multi-species: one-species assemblages vs. average of two- and four species assemblages, RTwo-/Four-species: two-species assemblages vs. four-species assemblages).
df | Aboveground biomass of competitors |
Total aboveground biomass per pot | |||
---|---|---|---|---|---|
χ2 | P | χ2 | P | ||
Fixed effects | |||||
Invader treatment (I) | 2 | 2.870 | 0.238 | 0.505 | 0.777 |
IWithout/With | 1 | 2.559 | 0.110 | 0.505 | 0.477 |
IAlien/Native | 1 | 0.368 | 0.544 | 0.000 | 0.997 |
Species richness of assemblage (R) | 2 | 1.507 | 0.471 | 1.351 | 0.509 |
ROne-/Multi-species | 1 | 1.506 | 0.220 | 1.011 | 0.315 |
RTwo-/Four-species | 1 | 0.001 | 0.978 | 0.368 | 0.544 |
Time of harvest (T) | 2 | 1877.817 | <0.001 | 1888.372 | <0.001 |
I × R | 4 | 7.421 | 0.115 | 1.860 | 0.761 |
IWithout/With × ROne-/Multi-species | 1 | 0.003 | 0.954 | 0.020 | 0.889 |
IWithout/With × RTwo-/Four-species | 1 | 5.053 | 0.025 | 0.842 | 0.359 |
IAlien/Native × ROne-/Multi-species | 1 | 0.006 | 0.938 | 1.041 | 0.308 |
IAlien/Native × RTwo-/Four-species | 1 | 2.375 | 0.123 | 0.032 | 0.858 |
I × T | 4 | 29.829 | <0.001 | 5.454 | 0.244 |
IWithout/With × T | 2 | 29.675 | <0.001 | 4.026 | 0.134 |
IAlien/Native × T | 2 | 0.197 | 0.906 | 1.534 | 0.464 |
R × T | 4 | 5.760 | 0.218 | 0.874 | 0.928 |
ROne-/Multi-species × T | 2 | 0.068 | 0.967 | 0.103 | 0.950 |
RTwo-/Four-species × T | 2 | 5.593 | 0.061 | 0.795 | 0.672 |
I × R × T | 8 | 14.863 | 0.062 | 11.242 | 0.188 |
IWithout/With × ROne-/Multi-species × T | 2 | 11.933 | 0.003 | 8.667 | 0.013 |
IWithout/With × RTwo-/Four-species × T | 2 | 0.885 | 0.643 | 0.491 | 0.782 |
IAlien/Native × ROne-/Multi-species × T | 2 | 0.049 | 0.976 | 0.650 | 0.723 |
IAlien/Native × RTwo-/Four-species × T | 2 | 2.115 | 0.347 | 1.529 | 0.466 |
Random effects | SD | SD | |||
Invader family | 0.001 | 0.073 | |||
Invader species | 0.056 | 0.141 | |||
Assemblage identity† | 0.083 | 0.048 | |||
Residual | 0.099 | 0.105 |
The total aboveground biomass per pot was not significantly affected by the species richness of the competitor assemblage (Table
In our experiment on competitive effects and responses of native and alien invaders over time, we found that the invaders had strongly reduced biomass in the presence of the competitors. This negative effect of the competitors on the invaders strongly increased during the growth period, but did not significantly depend on the species richness of the competitor assemblage. The alien and native invaders produced similar amounts of biomass during the first eight weeks, but after 12 weeks, the alien invaders had produced more biomass than the native ones. Similarly, addition of single invader plants also suppressed the biomass production of the competitor assemblage, and this effect also increased over time. In the multi-species competitor assemblages (two- and four-species assemblages), this effect was already pronounced after eight weeks, whereas in the one-species assemblages, it became most obvious after twelve weeks and then even more pronounced than in the multi-species assemblages. So, although our results did not indicate major roles of the origin of the invader and the species richness of the competitor assemblage, we found that the invader and competitors reciprocally suppressed one another, and that these interactions became more intense over time.
The alien invaders only produced more biomass than the native invaders by week 12. As invasive alien plants are frequently characterized by fast early growth (
While the presence of competitors significantly reduced the biomass of the invader, the effect of species richness of the competitor assemblage was not significant. In other words, we did not find support for
A potential limitation of our study is that the species pool that we used to create the competitor assemblages was relatively small (n = 7). As a consequence, some of the two-species assemblages shared species with one another, and this sharing was even stronger for the four-species assemblages (each species was present in 4 of the 7 four-species assemblages). In other words, with increasing species richness, the assemblages became more similar to each other. In our study this confounding most likely had no major consequences as there were no significant effects of species richness. Visual inspection of the biomass development of each of the competitor assemblages (Suppl. material
Like the presence of competitors reduced the biomass of the invader, so did reciprocally the presence of the invader reduce the biomass of the competitors. This most likely reflects that the addition of the invader increased the density of plants per pot, and that this resulted in more intense competition among the plants (
In conclusion, we found reciprocal effects of invaders and competitors, and that these effects became stronger over time. Although the alien invaders produced more biomass than the native invaders by the end of the experiment, they were not yet differently affected by the presence and species richness of the competitor assemblages. The effects of the invader on the competitors also did not yet depend on whether the invader was an alien or a native. However, at the end of the experiment, the one-species competitor assemblages were more strongly affected by the invader than the multi-species ones. So, even though our results did not support the diversity-invasibility hypothesis, if the effects that we found continue to increase over time the hypothesis might hold.
We thank Otmar Ficht, Maximilian Fuchs, Manh Huy Nguyen, Jianjun Zeng, Guanwen Wei, Benedikt Sebastian Speißer, Cedric Gutfreund, Beate Rüter, Vanessa Pasqualetto, Ekaterina Mamonova and Heinz Vahlenkamp for technical assistance. DC thanks funding from the China Scholarship Council (201906760016) and support from the International Max Planck Research School for Quantitative Behaviour, Ecology and Evolution.
Table S1–S6, Figs S1–S3
Data type: PDF file
Explanation note: Table S1. Alien and native invader species used in the experiment. Table S2. Competitor species used in the experiment and combinations of species to produce seven native competitor assemblages for each of the three species-richness levels. Table S3. Effects of invader origins, species richness of the competitor assemblage, harvesting time and their interactions on proportional aboveground biomass of invader plants. Table S4. Effects of invader origins, presence and species richness of the competitor assemblage and their interactions on belowground biomass and root weight ratio of invader plants at the first harvest time. Table S5. Effects of invader types treatment, species richness of competitor assemblage and their interactions on belowground biomass and root weight ratio of the native competitor assemblage at the first harvest time. Table S6. The SDs of the ten invader species and/or 21 assemblage identities from the models shown in Tables