Research Article |
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Corresponding author: Róbert Gallé ( galle.robert@ecolres.hu ) Academic editor: Deepa Pureswaran
© 2025 Róbert Gallé, Ágota Réka Szabó, Edina Török, Tamás Lakatos, Dávid Korányi, Attila Torma, Nikolett Gallé-Szpisjak, Péter Batáry.
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:
Gallé R, Szabó ÁR, Török E, Lakatos T, Korányi D, Torma A, Gallé-Szpisjak N, Batáry P (2025) Milkweed (Asclepias syriaca) invasion, forest-steppe fragment size and isolation jointly constrain arthropod communities and their functional traits. NeoBiota 98: 43-59. https://doi.org/10.3897/neobiota.98.139097
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Habitat fragmentation has far-reaching negative impacts on the environment, resulting in biodiversity loss, soil quality degradation and alteration of water availability. In addition, fragmentation can disrupt ecological processes, potentially facilitating the establishment and spread of invasive plants, which can further harm native arthropod communities and alter their ecosystem dynamics. However, the exact nature of these impacts may vary depending on local conditions. We investigated the impact of fragmentation and milkweed invasion on invertebrate communities in sandy grasslands of forest-steppe habitats in Hungary. We selected 30 grasslands in forest-steppe fragments, varying in size (0.2 to 8.7 ha) and connectivity (Hanski’s connectivity index: 0 to 705). We sampled ground-dwelling arthropods, mainly herbivores (true bugs) and predators (spiders), with pitfall traps and pollinators (wild bees) by direct observations along transects in invaded vs. non-invaded patches (min. of 500 m2) of each fragment. We considered arthropod species’ body size (all groups), dispersal ability and feeding (herbivores and predators) and nesting location and social habit (wild bee) traits in our analyses. In non-invaded patches, the number of monophagous herbivores showed an increasing trend, whereas in invaded fragments, there were more polyphagous individuals with increasing connectivity and fragment size. The dispersal ability of predators was lower as connectivity increased in non-invaded patches but higher in patches invaded by milkweed. We found more ground nesting bees in the invaded patches of small fragments than in large fragments, however, we did not find a significant effect in non-invaded patches. In summary, we often found interacting effects of the studied variables, fragmentation and invasions, generally modifying each other’s effect by filtering for opposite trait levels. The primary objective of restoration projects should be restoring habitat of appropriate size and connectivity and eradicating invasive species while concurrently supporting the revival of native species and their ecological relationships. It is essential to employ adaptive management techniques, including continuous monitoring, to effectively tackle the interaction between fragmentation, invasion, and the preservation of biodiversity.
Biodiversity loss, connectivity, functional diversity, habitat degradation, landscape structure, sandy grassland
Land-use changes, such as afforestation of grasslands, urbanisation and agricultural expansion, result in the fragmentation of natural habitats (
Fragmentation can pave the way for non-native plant species to establish and spread, which may lead to adverse ecological impacts (
Common milkweed (Asclepias syriaca) is native to North America. It is a herbaceous perennial plant that grows 30–180 cm tall and produces clusters of fragrant, pink or purple flowers in the summer. Common milkweed provides food and habitat for a wide variety of wildlife, including many specialists (
Milkweed has a negative effect on the native, habitat specialist plants. The most vulnerable areas to milkweed invasion are those where the sandy soils have been degraded, and habitat disturbance is already threatening the native vegetation of grasslands (e.g. disturbed by overgrazing,
One of the most threatened habitat types by milkweed invasion is the forest steppes in southern Hungary (
Map of study area showing the habitat fragments and the schematic figure of within-fragment sampling design.
Arthropods are essential parts of ecosystems, fulfilling multiple roles, such as herbivores, pollinators, predators, decomposers and prey for other organisms (
In this study, we aimed to reveal the combined effects of milkweed invasion and habitat fragmentation on the functional diversity of three arthropod groups: herbivorous true bugs, wild bees and predatory spiders. We expected that (1) trait state and species composition differ between arthropod assemblages in invaded and non-invaded areas. We expected that varying connectivity and fragment size also shape trait composition: (2) Species dispersing over longer distances are able to populate less connected small fragments, whereas those with poor dispersal ability may be typical of well-connected large fragments; (3) Invasion homogenises food resources; thus species with a generalist diet are expected in invaded patches whereas feeding specialists are expected in areas that are close to natural.
We conducted our study in Southern Hungary (Fig.
We selected 30 forest-steppe fragments in a matrix of forest plantations along orthogonal gradients of fragment size and connectivity. Sampling sites were spatially clustered around four villages (Fig.
We used pitfall traps equipped with a funnel and a roof to collect ground-dwelling arthropods (
We surveyed flower-visiting insects (wild bees belonging to the Hymenoptera order except for honeybees) using the transect method (50 m-long zig-zag transect surveyed for 15 minutes) (Fig.
Body size of all species was given as a continuous variable in mm (mean body length averaged over males and females). For the other traits, we used ordinal categories. For true bugs, we used the wing length as a proxy for dispersal ability (0 – brachypterous, 0.25 – predominantly brachypterous, 0.5 – equally brachypterous and macropterous, 0.75 – predominantly macropterous, 1 – macropterous), and their diet range (0 – monophagous, 0.5 – oligophagous, 1 – polyphagous). For wild bees, social habit (0 – solitary, 0.5 – subsocial, 1 social) trait and nesting height (0 – in the soil, 0.5 – on herbaceous vegetation, 1 – tree trunk) was used. In the case of spiders, we took into account their dispersal ability, which was indicated by the ballooning trait (0 – the species is not likely to balloon, 0.5 – at least a single species is known to balloon in the genus, 1 – the species balloon) and their hunting strategy (0 – active ground hunters, 0.5 – ambush hunters on vegetation, 1 – web-builders). In order to moderate the weight of the large values, trait values ranged between 0 and 1 (Suppl. material
We calculated the community-weighted means (CWM) for each trait, using the averages of trait values weighted by the relative abundances of each species at each sampling site. We applied linear mixed-effects models to investigate the effect of invasion, fragment size, connectivity and their two-way interactions on arthropod communities (lmer function in package lme4,
Summary table for linear mixed-effects model results on true bug, wild bee and spider communities showing model parameter estimates of each variable ± 95% confidence intervals. Significant p-values at p < 0.05 are indicated in bold. “Invasion” refers to the presence of invasive milkweed; we kept non-invaded as the reference factor level for “Invasion”.
| Herbivores | Size1 | Dispersal | Diet2 |
|---|---|---|---|
| Invasion | -0.340 ± 0.257 | 0.129 ± 0.156 | -0.435 ± 0.224 |
| Fragment size | -0.205 ± 0.534 | 0.112 ± 0.292 | -0.102 ± 0.407 |
| Connectivity | -0.334 ± 0.504 | 0.291 ± 0.263 | 0.099 ± 0.386 |
| Invasion × Fragment size | -0.155 ± 0.361 | 0.005 ± 0.219 | 0.479 ± 0.315 |
| Invasion × Connectivity | 0.425 ± 0.348 | -0.141 ± 0.210 | 0.400 ± 0.304 |
| Fragment size × Connectivity | 0.150 ± 0.935 | -0.307 ± 0.474 | -0.533 ± 0.700 |
| Bees | Size3 | Nesting4 | Social habit |
| Invasion | 0.041 ± 0.372 | -0.283 ± 0.262 | -0.017 ± 0.410 |
| Fragment size | -0.311 ± 0.778 | -0.241 ± 0.431 | -0.101 ± 0.676 |
| Connectivity | -0.037 ± 0.742 | -0.242 ± 0.407 | 0.324 ± 0.639 |
| Invasion × Fragment size | 0.309 ± 0.522 | 0.443 ± 0.368 | 0.388 ± 0.577 |
| Invasion × Connectivity | 0.005 ± 0.504 | 0.252 ± 0.355 | -0.131 ± 0.294 |
| Fragment size × Connectivity | 0.358 ± 1.379 | 0.367 ± 0.713 | -0.133 ± 0.861 |
| Predators | Size5 | Dispersal | Hunting4 |
| Invasion | -0.268 ± 0.264 | -0.096 ± 0.132 | 0.060 ± 0.096 |
| Fragment size | 0.272 ± 0.469 | -0.208 ± 0.274 | 0.073 ± 0.158 |
| Connectivity | 0.339 ± 0.431 | -0.320 ± 0.259 | -0.037 ± 0.149 |
| Invasion × Fragment size | 0.154 ± 0.388 | -0.015 ± 0.186 | -0.088 ± 0.135 |
| Invasion × Connectivity | 0.238 ± 0.375 | 0.227 ± 0.181 | -0.020 ± 0.130 |
| Fragment size × Connectivity | -0.796 ± 0.761 | 0.432 ± 0.509 | 0.083 ± 0.264 |
We collected 2797 true bug individuals belonging to 58 species, 854 wild bees belonging to 30 species and 2544 spiders representing 65 species (Suppl. material
Effects of invasion and landscape variables on arthropod functional trait CWMs (community weighted mean). These are abundance-weighted averages of indices ranging from 0-1 (see Methods) A interacting effect of milkweed invasion and connectivity on herbivore size CWM B connectivity affect dispersal CWM of herbivores C invasion and fragment size effect on herbivore diet CWM D the interacting effect of invasion and on the diet CWMs of herbivores E interacting effect of invasion and fragment size on wild bee species nest height CWM F interacting effect of invasion and fragment size on spider dispersal CWM. Ranged values of connectivity and log-transformed fragment size are plotted. Grey dots show invaded sites and green dots show non-invaded sites. We show fitted regression lines with 95% confidence intervals.
Bee individuals with higher nesting locations were more common in non-invaded patches. We also detected an interaction effect of invasion and fragment size on the CWMs of wild bees’ nesting strategy. We found more ground-nesting wild bees in non-invaded patches in small than large fragments (Table
Non-metric multidimensional scaling ordination (NMDS) of A wild bee (stress = 0.073), and B predator (stress = 0.260) community composition. Sites are indicated with open circles. Red arrow indicates the significant continuous variable, and convex hulls indicate the habitat (C: control (non-invaded), I: invaded). Indicator species of invaded areas are indicated with black dots, and indicator species of non-invaded areas are green dots. Bter: Bombus terrestris (Apidae), Pnig: Pellenes nigrociliatus (Salticidae), Zexi: Zelotes exigus (Gnaphosidae), Hboh: Haplodrassus bohemicus (Gnaphosidae) and Zseg: Zelotes segrex (Gnaphosidae).
The ballooning propensity, the proxy for the dispersal ability of spiders decreased (i.e. the number of poorly dispersing individuals increased) in non-invaded patches as connectivity increased. In contrast, in patches invaded by milkweed, CWM of dispersal ability values increased with increasing connectivity (Table
We found significant differences in the wild bee and predator community composition of the invaded and the non-invaded patches (Table
PERMANOVA results for studied arthropod communities. Significant p-values are indicated in bold (p < 0.05).
| Herbivore | Wild bees | Predator | |||||||
|---|---|---|---|---|---|---|---|---|---|
| R2 | F | P | R2 | F | p | R2 | F | p | |
| Invasion | 0.030 | 1.788 | 0.083 | 0.035 | 2.097 | 0.033 | 0.034 | 2.108 | 0.011 |
| Connectivity | 0.016 | 0.970 | 0.456 | 0.009 | 0.548 | 0.861 | 0.032 | 1.973 | 0.017 |
| Fragment size | 0.004 | 0.293 | 0.978 | 0.020 | 1.217 | 0.256 | 0.019 | 1.196 | 0.260 |
We studied the effect of invasive milkweed, fragment size, and connectivity on different arthropod communities inhabiting a threatened habitat type, the forest steppe. We found an interacting effect of the presence of the invasive species, connectivity and fragment size affected on most arthropod traits. Specifically, our hypothesis (1) was supported: invasion or its interaction with fragment size or connectivity affected the traits of all arthropods studied. Hypothesis (2) was also supported: the presence of the invasive plant shaped the community composition of wild bees and spiders. Hypothesis (3) was supported for true bugs in well-connected fragments: we found more polyphagous herbivores in invaded sites than in non-invaded sites.
Corridors or interconnected patches facilitate large individuals’ movement, increasing the likelihood of their presence, but this effect was not attributed to a single or few species. Large herbivores typically require ample food resources to sustain their larger body size (
In line with our expectations, large and well-connected fragments supported feeding specialists if fragments were non-invaded (e.g.
The availability of suitable nesting sites is crucial for solitary wild bees, making them highly vulnerable to unfavourable environmental factors and the impacts of human-induced changes (
Well-connected fragments are often viewed as higher-quality habitats with more specialist species. They support a high species richness and abundance of arthropods (
Spiders with good dispersal ability can move between fragments more efficiently in landscapes with well-connected fragments, facilitating gene flow and maintaining stable populations (
The differences in community composition between invaded and non-invaded patches of wild bees and predators could be because invasive species can alter the availability and quality of resources (
In invaded habitats, alterations in the availability of potential spider prey associated with milkweed invasions may have cascading effects on spider populations. In our study, we found significant differences in predator community composition between invaded and non-invaded patches, with a single indicator species (P. nigrociliatus) preferring non-invaded vegetation and avoiding invaded patches. Three indicator species of invaded patches (H. bohemicus, Z. exigus, Z. segrex) were xerophilous species. The presence of milkweed provides drier and more favourable conditions for these species (
Our study highlights the complex interactions between fragmentation and invasion on ecological traits of herbivores, wild bees, and predators. Our research revealed that fragmentation and invasions interacted, typically altering their respective impacts by selectively favouring opposite trait levels. Our results suggest that invasive species can significantly impact the traits of arthropods and that larger and better-connected fragments may not necessarily provide better habitats. Therefore, we suggest that restoration projects should aim to restore habitats and their connectivity and eliminate invasive species from natural habitats. This may involve targeted removal or control of invasive species while promoting the recovery of native species and their ecological interactions. Future research should focus on the effects of milkweed removal on plants and arthropods, including detailed food web analyses, assessing the direct and indirect effects of management (e.g. via altered habitat parameters) and providing an opportunity to identify species that are sensitive to or supported by management interventions. Given the complexity of interactions between fragmentation (size and connectivity) and invasion, adaptive management approaches incorporating ongoing monitoring and evaluation are crucial.
The authors have declared that no competing interests exist.
No ethical statement was reported.
This research received support from the Hungarian National Research, Development and Innovation Office (within the framework of National Laboratory for Health Security RRF 2.3.1-21-2021-00006 and NKFIH KKP 133839, NKFIH-FK-142926).
RG, PB: Conceptualization, RG: Methodology, Software, Validation, Formal analysis, RG, ARS, ET, LT, DK, AT, G-SN: Investigation, RG, PB: Resources, Funding Acquisition, RG, G-SN: Data Curation, RG, ARS: Writing – Original draft, RG, ARS, ET, LT, DK, AT, G-SN, PB: Writing – Review and Editing, G-SN: Visualization.
Róbert Gallé https://orcid.org/0000-0002-5516-8623
Edina Török https://orcid.org/0000-0001-5982-7078
Tamás Lakatos https://orcid.org/0000-0002-4414-8459
Dávid Korányi https://orcid.org/0000-0002-0101-0425
Attila Torma https://orcid.org/0000-0002-9412-2265
Nikolett Gallé-Szpisjak https://orcid.org/0000-0001-7871-3834
Péter Batáry https://orcid.org/0000-0002-1017-6996
All of the data that support the findings of this study are available in the main text or Supplementary Information.
List of species and trait values
Data type: docx
Explanation note: The trait values of species are given. For true bugs, we used the wing length as a proxy for dispersal ability (0 – brachypterous, 0.25 – predominantly brachypterous, 0.5 – equally brachypterous and macropterous, 0.75 – predominantly macropterous, 1 – macropterous), and their diet range (0 – monophagous, 0.5 – oligophagous, 1 – polyphagous). For wild bees, social habit (0 – solitary, 0.5 – subsocial, 1 social) trait and nesting height (0 – in the soil, 0.5 – on vegetation, 1 – tree trunk) was used. In the case of spiders, we took into account their dispersal ability, which was indicated by the ballooning trait (0 – the species is not likely to balloon, 0.5 – at least a single species is known to balloon in the genus, 1 – the species balloon) and their hunting strategy (0 – active hunters, 1 – web-builders).