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Increasing environmental changes primarily due to anthropogenic impacts, are affecting organisms all over the planet. In general, scientists distinguish between three different ways in which organisms can respond to environmental changes in their habitat: extinction, dispersal and adaptation. An example of organisms which are highly adaptable and can easily cope with new and changing environments are invasive species which are able to colonize new habitats with only few individuals. To successfully survive in their new environment, invasive species adapt fast to novel abiotic and biotic parameters, such as different temperature regimes. Phenotypic plasticity which enables organisms to quickly modify their phenotype to new environmental conditions, explains the success in adaptation of invasive species.
While underlying mechanisms of phenotypic plasticity are not fully understood, one possible “motor” of phenotypic plasticity is epigenetics. Especially DNA methylation could explain the fast changes of the organism’s phenotype due to plasticity when experiencing changing environments, as invasive species do. DNA methylation could even contribute to the adaptation of invasive species via phenotypic plasticity, especially with clonally reproducing species. Methods such as common garden experiments with clonally reproducing species are a useful tool to differentiate between phenotypic plasticity and genetic adaptation because the confusing effects of genetic variation are lowered in clonally reproducing species.
Our overall goal was to evaluate the genetic adaptive potential of New Zealand mud snail (Potamopyrgus antipodarum) populations from Europe since they went through an extreme bottleneck after colonizing Europe only 180-360 generations ago. Seemingly, two different clonal lineages colonized Europe because two 16 s rRNA and cytochrome b haplotypes were found across different European countries, haplotypes t and z. The NZMS is a highly successful invasive species that is nowadays nearly globally distributed. The shells of the NZMS show a habitat-dependent high variability and are a fitness-relevant trait. The high variability in shell morphology is due to both genetic variation and phenotypic plasticity. To disentangle genetic from environmental effects on the shell morphology NZMS, we conducted a common garden experiment. We kept asexually reproducing females from eleven European populations in climate cabinets with three different temperatures to produce offspring. We compared shell size and shape across three generations using the geometric morphometrics approach. Furthermore, we estimated reaction norms, maternal effects, broad-sense heritability, the coefficient of genetic variation (CVA) and evolvability (IA) in shell size and shape across different temperature conditions. Additionally, we investigated the reproductive rate of the parental generation.
Results showed that the shell morphology of the parental generation differed across populations. In contrast, the shell morphology of offspring generations became more similar. The reaction norms of the F1 generation were rather variable across the three temperatures. However, we were able to observe a haplotype-dependent pattern across the reaction norms suggesting a restricted genetic differentiation among NZMS in Europe. We detected high heritability values in size indicating a high genetic influence. Heritability values for shape were lower than in size. Generally, heritability varied slightly depending on temperature. Size seemed to have a higher evolvability than shape. However, the values of all our calculations were very low which indicates that the European NZMS populations are genetically diminished. The reproductive rate of the parental generation was rather haplotype than temperature dependent. In summary, we were able to display that the NZMS is capable to plastically adapt its shell morphology to different temperatures showing significant differences between the two haplotypes. Nevertheless, the low evolvability values indicate that little genetic variation has formed since the arrival of the NZMS in Europe and therefore, European NZMS seem to have a reduced ability to react to selection.
These results implied that phenotypic plasticity is important for the adaptation to different environmental conditions in the NZMS and maybe other molluscan species. Since classical experimental approaches can only describe the resulting phenotypes, we also intended to shed more light on the mechanistic side of environmentally induced phenotypic modifications using DNA methylation analysis. Although molluscs represent one of the most diverse taxa within the metazoan and are found in many different habitats, our knowledge of the DNA methylation in molluscs is scarce. Therefore, we aimed at deepening and summarizing our understanding about DNA methylation in molluscs. Publicly available molluscan genomic and transcriptomic data of all eight mollusc classes was downloaded to search for DNA methyltransferases (DNMTs 1-3) responsible for DNA methylation. Additionally, we estimated the normalized CpG dinucleotide content (CpG o/e) indicating the presence/absence and the frequency of DNA methylation in the genome. The CpG o/e ratio refers to the level of DNA methylation in the genome. Based on the sensitivity of methylated cytosines to mutate into thymine residues, species having a high germline methylation in genomic regions over evolutionary time, also have a lower CpG content, which is called CpG depletion. In contrary, species with a limited germline methylation in genomic regions over evolutionary time, show a higher CpG content and lack CpG depletion. The presence or absence of CpG depletion can be calculated with the CpG o/e ratio. Ultimately, the goal of our analyses was to gain insight into the evolution of methylation in molluscs.
We detected DNMTs in all eight mollusc classes and in most of the species. It is therefore plausible that the last common ancestor of molluscs has already had the enzymatic machinery which is needed for DNA methylation. However, various species did not possess the complete DNMT toolkit indicating evolutionary modification in DNA methylation. In general, we found a wide distribution of the bimodal CpG o/e pattern in six mollusc classes, resulting from CpG depletion. The genes in these groups seem to be divided into genes with a high degree of methylation and genes with a lower degree of methylation. This implies that DNA methylation seems to be rather common in molluscs. Species of Solenogastres and Monoplacophora were not or only sparsely methylated. It seems that those mollusc groups have undergone a reduction in DNA methylation. We hope that our investigations will demonstrate the lacking knowledge in epigenetics of molluscs and encourage scientist to execute and continue genetic studies on molluscs.
Relative importance of plastic and genetic responses to weather conditions in long-lived bats
(2022)
In the light of the accelerating pace of environmental change, it is imperative to understand how populations and species can adapt to altered environmental conditions. This is a crucial step in predicting current and future population persistence and limits thereof. Genetic adaption and phenotypic plasticity are two main mechanisms that can mediate the process of adaptation and are of particular importance for non-dispersing species. While phenotypic plasticity may enable individuals to cope with short term environmental changes, genetic adaptation will often be required for populations to survive in situ over longer time spans. However, a rapid genetic response is expected particularly in species with fast life histories or large population sizes, leaving species with slow life histories potentially at higher extinction risk. The Bechstein’s bat (Myotis bechsteinii) is a mammal of 10 g weight that - despite its small size - is characterized by a slow life history, with low reproductive output and long lifespan, and is already considered to be of high conservation concern. Past work demonstrated body size to be a highly fitness-relevant trait in Bechstein’s bats. Body size is further known to be a pivotal trait shaping the pace of life histories in numerous species. Simultaneously, many studies reported noteworthy changes in body size as a response to shifting environments across different taxa. This suggested a potential for high plasticity in this trait in Bechstein’s bats as well; however, changes in body size could have vital impacts on demographic rates.
Therefore, this dissertation investigated the following questions: firstly, what shapes the fundamental development of body size in M. bechsteinii, and, specifically, is there an impact of weather conditions on body size? If so, in what form and magnitude? Secondly, how does body size subsequently influence the pace of life in females? What is the cost of a faster or slower pace of life, and how does fitness compare across individuals with slow and fast life histories? And finally, to what extent can changes in body size be attributed to either phenotypic plasticity or genetic adaptation? What is the evolutionary potential of body size in the populations? And, consequently, what implications can we draw regarding population persistence of these colonies?
To answer these questions, we analyzed a long-term dataset of over two decades collected from four wild Bechstein’s bat colonies. We used individual-based data on survival, reproduction and body size, built multi-generational pedigrees, and combined everything with meteorological data. In Manuscript 1 we found that, in contrast to the declining body size observed in many species, body size in Bechstein’s bats increased significantly over the last decades. We demonstrated that ambient temperature was linked to the development of body size and identified a sensitive time period in the prenatal growth phase, in which body size was most susceptible to the impact of temperature. We established that warmer summers resulted in larger bats, but that these large bats had higher mortality risks throughout their lives. Manuscript 2 then revealed the influence of body size on the pace of life in Bechstein’s bats and demonstrated high plasticity in intraspecific life history strategies. Large females were characterized by a faster pace of life and shorter lifespans, but surprisingly, lifetime reproductive success remained remarkably stable across individuals with different body sizes. The acceleration of their pace of life means that larger females compensated for their reduced longevity by an earlier reproduction and higher fecundity to reach similar overall fitness. Ultimately, differences in body size resulted in changes in population growth rate via the impact of size on generation times. Results of Manuscript 3 were then able to clarify the extent to which changes in body size were founded on either phenotypic plasticity or genetic adaptation. We demonstrated a particularly low heritability in hot summers, indicating that variance in body size was mostly driven by phenotypic plasticity, with few genetic constraints. During cold summers, behavioural adaptations by reproducing bats seem to be able to mitigate negative effects of cold temperatures. These behaviours, such as social aggregation or preference for warm roosts, are, however, essentially irrelevant in hot environments. In addition, a low evolvability of forearm length points to a low capacity to respond to selection pressures associated with the trait.
We can conclude that body size in M. bechsteinii has increased over the last two decades as a response to global warming and is only slightly constrained by its genetic underpinnings. We can further demonstrate a direct link between body size and the pace of life histories in the Bechstein’s bat populations and how changes in body size impact demographic rates via this linkage. In the context of climate change and hotter summers, our findings consequently suggest that body size will likely increase further if warm summers continue to become more frequent. Whether this plastic response of body size proves to be adaptive in the long term, however, remains to be seen. While, up to this point, switching to a faster life history has been successful in compensating fitness losses, this strategy requires sufficient habitat quality and is likely risky in times when extreme weather events are becoming more frequent, as predicted by most climate change scenarios.
Recent climate change and its consequences for living organisms constitute one of the greatest problems of our century. Global warming entails an increase in mean temperature and the frequencies of extreme weather events. Those changes in environmental conditions affect both plants and animals. Because of their inability to escape from unsuitable environments, plants have evolved a wide spectrum of molecular programs to protect themselves against changing conditions. Responding on altered environmental conditions will change plants chemical composition and therefore also affect plants interaction with other species (e.g., predator-prey or symbiotic relationships). For instance, changes in the chemical composition of plants may influence the survival of associated herbivores. In other words, these herbivores will be affected indirectly by climate change due to changes in the suitability / quality of their food. The aim of this doctoral thesis was to discover the effects of climate change within the relationship of the butterfly Pieris napi and its host plant (Sinapis alba used here as host plant), including individual conditions (e.g. chemical compositions of plants; morphology, physiology of the butterfly) and behavior of female butterflies and larvae. In the first experiment, the influence of simulated climate change on the chemical composition of the plant Sinapis alba was investigated. The second experiment aimed to examine the influence of changes in plant composition on the butterfly P. napi. Glucosinolates (secondary compound of plants) are known to have an important effect on the preference and performance of herbivores. Therefore, in the third experiment, the impact of glucosinolates on the preference and performance of P. napi was investigated in order to see if these plant compounds had the most important influence on this butterfly. Furthermore, in the fourth experiment, it was explored whether there is a latitudinal gradient within the species´ responses to changes in its host plant. The fifth and last experiment aimed to examine, if there are general principles across species regarding indirect effects of climate change.
Climate change, simulated by different combinations of temperature and water regimes, had an effect on the plant chemistry. The combination of temperature and water availability changed plant composition substantially. Especially the amount of carbon and glucosinolates (here above all sinalbin) in S. alba plants varies between the different treatments and therefore between the different combinations of temperature and water regimes. Regarding glucosinolates, elevated temperatures increased their concentration in leaves, whereas water deficit in combination with higher temperature reversed this pattern. For carbon content, all plants, except those of the control group, showed a decreased amount of total carbon. However, simulated heat waves had no effect on plants, leading to the assumption that the plants were able to recover from heat stress sufficiently during the control phases. Changes in plant composition affected both larvae and females of the butterfly P. napi. Therefore, changed host-plant chemistry alters the plant quality for this herbivore, meaning that plants of different treatments represent different plant qualities defined by their composition. Females of P. napi may be able to differentiate between plant qualities and even show a direct preference. Therefore, glucosinolates seem to act as oviposition stimulants. However, preferring another plant quality with lower amount of glucosinolates suggest that females of this butterfly species were attracted by more than high levels of glucosinolates alone. Larvae fed with different plant qualities performed differently, indicated by smaller wings (lighter bodies) and prolonged development when fed with plants contained higher amount of the glucosinolate sinalbin. It can be assumed that a higher amount of sinalbin decreases the quality of the host plant and therefore lead to these responses. Probably larvae need to shift their resources from growth to detoxification and therewith survival. Furthermore, drought conditions during plant growth seem to reduce the overall negative effects of higher temperatures, lead to an increase of host plant quality. Larvae seem to benefit from feeding on these “double-stressed” plants. Comparison between the results of the preference and performance tests suggests that there might be a mismatch between female preference and larval performance. It seems that the stimulating effect of high concentration of glucosinolates, in this case sinalbin, misdirects females´ decision to less suitable host plants, meaning that the advantage of less competition for larvae come at costs through detoxification. Using Brassica napus plants with genetically fixed glucosinolate levels, it could be demonstrate that there must be other plant components influencing females´ oviposition behavior been seen in the choice experiment with S. alba. The comparison of German and Italian populations to changes in host-plant quality showed fewer differences between countries as expected. However, German and Italian individuals differed in their reaction to altered plant quality, at least in developmental time and larval growth rate. It seems that Italian larvae benefitted from plants grown under higher temperatures, whereas drought-stressed plants affected them negatively. German individuals in contrast seem to benefit only from water stress during plant growth. With regard to the sexes of P. napi, it seems that females respond differently than males to changes in plant quality. Furthermore, the results of the performance test on Bicyclus anynana showed that there might be some general principles for the respond of butterflies to changes of its host plant. B. anynana responded in a similar way to different host plant qualities as P. napi did, meaning that plants grown under higher temperatures and drought conditions seem to be beneficial for the larval performance.
In summary, these findings may have important implications for the indirect effects of climate change on this butterfly in natural environments. First, climate change seems to have an impact on the chemical composition of plants. Second, changes in plants caused by increasing temperature and droughts seem to influence the preference and performance of this butterfly. However, there are differences between populations, which seem to be induced by former adaptation. And third, there might be some general principles for the respond of butterflies to changes in their host plants. This thesis focuses only on possible indirect effects of climate change. However, there are direct effects, which may alter the responses of herbivores to changes in their host plant as well. Therefore, further investigations in this linkage and in other plant-herbivore relationships will be necessary to explore how climate change may alter the relationship between herbivores and their hosts.
In times of recent climate change, mechanisms to deal with different environments (e.g. via dispersal to other habitats, or via in-situ responses such as genetic adaptation or phenotypic plasticity) are essential. In regions showing seasonality, organisms are already adapted to regular and, thus, often predictable environmental changes. One well-known strategy to survive periods of food shortage, especially during the winter, is hibernation. Although hibernation is already an adaptation to overcome unfavourable conditions, the optimal timing of hibernation to match for example food abundance peaks is likely to be influenced by changing climatic conditions, as expected during human-induced global change. Thus, the ability to respond to changes in optimal timing of hibernation can be crucial for organisms. All hibernators are positioned at the slow end of the slow-fast life history continuum. Longevity combined with a low annual reproductive output can result in slow recovery from population crashes and is expected to be associated with slow genetic adaptation. Therefore, it is assumed that phenotypic plasticity, a rather rapid and sometimes reversible process, is a crucial mechanism in long-lived organisms to adapt to changing environments. However, how differences in individual hibernation behaviour influence mortality and whether individuals are plastic with respect to their hibernation behaviour are largely unknown.
Recent studies suggest that climatic change can influence hibernation behaviour in various species differently, in a positive or negative way. Female Columbian ground squirrels (Urocitellus columbianus) delayed their emergence from hibernation with later snow melt and lower spring temperatures. Next to the environmental impact, emergence date showed a moderate heritability in female Columbian ground squirrels. Yellow-bellied marmots (Marmota flaviventris) emerged earlier from hibernation with warmer spring temperatures which resulted in a longer growing period for their offspring and, therefore, higher survival rates. In contrast, in alpine marmots (Marmota marmota) lower snow cover due to higher temperatures and, thus, less isolation led to lower juvenile survival. Negative effects, such as reduced juvenile survival, would be of high concern, especially for long-lived species with a low reproductive output.
Bats are exceptionally long-lived compared to other mammals of the same size and often show a low reproductive output with one offspring per year. This is especially true in the temperate zone where bats, furthermore, are characterized by seasonality and depend on hibernation during winter period to survive food and water shortage. Because bats are of high conservation concern it is of prime importance to understand their ability to respond to different climatic conditions and associated mortality costs.
The basis of this study was a five-year data set of 1047 RFID-tagged individuals from two bat species, Natterer’s bats (Myotis nattereri) and Daubenton’s bats (Myotis daubentonii), that were automatically tracked when entering or leaving the joint hibernaculum, “Brunnen Meyer”, located in north-western Germany. The two species are similar sized, share demographical traits and often occupy the same areas. Nevertheless, they differ in their foraging strategy and activity pattern during hibernation period. Natterer’s bats are able to glean insects from surfaces, even at low temperatures. Daubenton’s bats depend on flying arthropods and, thus, warmer temperatures. And indeed there is evidence that Natterer’s bats are able to hunt during hibernation period, while in Daubenton’s bats a lack of feeding during the hibernation period is suggested. Furthermore, Natterer’s bats are characterized by a higher activity at the hibernaculum throughout the hibernation period, while Daubenton’s bats on average arrive earlier, stay inactive through the winter and leave later in spring.
In both species, the aim was to investigate the impact of their individual hibernation behaviour, precisely the timing of departure in late winter and early spring, on mortality, their adjustment of departure timing to the North Atlantic Oscillation Index (NAO), as well as differences within and between the two species from 2011 until 2015.
To later on estimate the potential mortality costs of departure timing, gaining knowledge about the seasonal survival pattern (winter vs. summer) in the two species was a first necessity. In birds, particularly small species were described as winter-regulated populations with a higher mortality during winter. In contrast, in hibernating mammal species, such as bats, a relatively lower or similar winter survival compared to summer survival was shown. In this study, the analysed data demonstrated that the winter 2010/2011 was exceptionally catastrophic in Natterer’s bats and did not impact Daubenton’s bats. When excluding this catastrophic winter in Natterer’ bats, our results revealed a stable winter-summer-survival difference (higher winter and lower summer survival) in adult Natterer’s and Daubenton’s bats, with inter-annual variation in the level of survival which indicates a potential environmental impact on survival. This winter-summer survival pattern is in line with the survival pattern shown for other hibernators. Juveniles always had a lower survival rate than adult bats in both species. Nevertheless, the extent to which the species differ between seasons and age classes was stronger in Daubenton’s bats. They always showed a slightly higher winter survival and a lower summer survival than Natterer’s bats. Together with the catastrophic winter 2010/2011 in Natterer’s bats, this indicates a species-specific sensitivity to the timing of specific weather events which is in line with their foraging strategies and activity pattern during hibernation period.
With respect to emergence behaviour from the hibernaculum, the results of this study suggest considerable differences among individuals within as well as between bat species. In comparison to Daubenton’s bats, Natterer’s bats tuned their emergence more closely to weather conditions, specifically the NAO, a large scale weather index related to winter severity, and showed individual variation in behavioural plasticity. In Daubenton’s bats only the females responded to changing conditions and left earlier in individually-experienced warmer and milder winters, comparable to Natterer’s bats females. A potential reason might be reproductive advantages for the females resulting in a longer growing period for their offspring. The shown higher winter survival in adult bats of both species indicated already higher energy expenditure outside the hibernaculum. Thus, leaving early, being active and staying outside longer by itself bore a risk (exposure risk effect). Under consideration of longer exposure times, early departing individuals had on top of that an increased risk to die. This was not given in each year, but a species- and year-specific pattern was revealed. Natterer’s bats were only significantly affected by early departure in 2011, while the remaining years show no significant additional risk of leaving early. In Daubenton’s bats, the years 2014 and 2015 were associated with a significantly higher mortality of leaving early. This is in line with the hypothesis that Daubenton’s bats might not be able to hunt for insects leaving too early and do so as a best out of a bad job. Nevertheless, the year-specific pattern suggests that early bats might profit from advantageous weather conditions during early spring.
An additional hint for an environmental impact on early bat survival in at least Daubenton’s bats is that the median proportion of night hours above 3 °C within five days after departure was included in the model with the lowest AIC. However, the effect was not strong enough to be selected as the best model and, therefore, further analyses are needed to investigate this first hint.
In conclusion, the reduced winter survival of juveniles compared to adults highlights the importance of considering age class effects in studies that investigate seasonal survival patterns. The stable species-specific winter-summer-survival difference with a higher winter survival compared to summer survival, as well as the one catastrophic winter in Natterer’s bats underline the importance of including seasonal survival patterns in assessing potential fitness costs of changed behaviour. Furthermore, our results suggest that long-lived hibernating bat species have the potential to plastically adjust to changing climatic conditions, but this potential differs between species. Among-individual differences in emergence together with species-specific mortality costs of early emergence suggest the potential for natural selection to shape hibernation phenology. In summary, our findings suggest species-, population- and group-specific differences in the ability to respond to changing environments and, therefore, underline the necessity to further investigate local responses in various organisms to estimate consequences of recent climate change on a wider range.
In the current era of anthropogenic climate change is the long-term survival of all organisms dependent on their ability to respond to changing environmental conditions either by (1) phenotypic plasticity, which allows species to tolerate novel conditions, (2) genetic adaptation, or (3) dispersal to more suitable habitats. The third option, dispersal, allows individuals to escape unfavorable conditions, the colonization of new areas (resulting in range shifts), and affects patterns of local adaptation. It is a complex process serving different functions and involving a variety of underlying mechanisms, but its multi-causality though has been fully appreciated in recent years only. Thus, the aim of this doctoral thesis was to disentangle the relative importance of the multiple factors relevant to dispersal in the copper butterfly Lycaena tityrus, including the individual condition (e.g. morphology, physiology, behavior) and the environmental context (e.g. habitat quality, weather). L. tityrus is a currently northward expanding species, which makes it particularly interesting to investigate traits underlying dispersal. In the first experiment, the influence of weather and sex on movement patterns under natural conditions was investigated. Using the Metatron, a unique experimental platform consisting of interconnected habitat patches, the second experiment aimed to examine the influence of environmental factors (resources, sun) on emigration propensity in experimental metapopulations. Human-induced global change (e.g. climate change, agricultural intensification) poses a substantial challenge to many herbivores due to a reduced availability or quality of feeding resources. Therefore, in the third experiment, the impact of larval and adult food stress on traits related to dispersal ability was investigated. Additionally, the effect of different ambient temperatures was tested. In the fourth experiment, core (Germany) and recently established edge (Estonia) populations were compared in order to explore variation in dispersal ability and life history traits indicative of local adaptation. Dispersal is often related to flight performance, and morphological and physiological traits, which was investigated in experiments 2-4. Butterflies were additionally subjected to behavioral experiments testing for the individual’s exploratory behavior (experiments 3 and 4).
Males and females differed substantially in morphology, with males showing traits typically associated with a better flight performance, which most likely result from selection on males for an increased flight ability to succeed in aerial combats with rivalling males and competition for females. This pattern could be verified by mobility measures under natural conditions and flight performance tests. Interestingly, although females showed traits associated with diminished flight performance, they had a higher emigration propensity than males (though in a context dependent manner). Reasons might be the capability of single mated females to found new populations, to spread their eggs over a wide range or to escape male harassment. Conditions indicative of poor habitat quality such as shade and a lack of resources promoted emigration propensity. The environmental context also affected condition and flight performance. The presence of resources increased the butterflies’ condition and flight performance. Larval and adult food stress in turn diminished flight performance, despite some reallocation of somatic resources in favor of dispersal-related traits. These detrimental effects seem to be mainly caused by reductions in body mass and storage reserves. A similar pattern was found for exploratory behavior. Furthermore, higher temperatures increased flight performance and mobility in the field, demonstrating the strong dependence of flight, and thus likely dispersal, on environmental conditions. Flight performance and exploratory behavior were positively correlated, probably indicating the existence of a dispersal syndrome. The population comparison revealed several differences between edge and core populations indicative of local adaptation and an enhanced dispersal ability in edge populations. For instance, edge populations were characterized by shorter development times, smaller size, and a higher sensitivity to high temperatures, which seem to reflect adaptations to the cooler Estonian climate and a shorter vegetation period. Moreover, Estonian individuals had an enhanced exploratory behavior, which can be advantageous in all steps of the dispersal process and may have facilitated the current range expansion.
In summary, these findings may have important implications for dispersal in natural environments, which should be considered when trying to forecast future species distributions. First, dispersal in this butterfly seems to be a highly plastic, context-dependent trait triggered largely by habitat quality rather than by individual condition. This suggests that dispersal in L. tityrus is not random, but an active process. Second, fast development and an enhanced exploratory behavior seem to facilitate the current range expansion. But third, while deteriorating habitat conditions are expected to promote dispersal, they may at the same time impair flight ability (as well as exploratory
behavior) and thereby likely dispersal rates. For a complete understanding of a complex process such as dispersal, further research is required.