#PAGE_PARAMS# #ADS_HEAD_SCRIPTS# #MICRODATA#

Horizontal seed dispersal by dung beetles reduced seed and seedling clumping, but did not increase short-term seedling establishment


Authors: Lina Adonay Urrea-Galeano aff001;  Ellen Andresen aff001;  Rosamond Coates aff003;  Francisco Mora Ardila aff001;  Alfonso Díaz Rojas aff004;  Gabriel Ramos-Fernández aff005
Authors place of work: Instituto de Investigaciones en Ecosistemas y Sustentabilidad, Universidad Nacional Autónoma de México, Morelia, Michoacán, Mexico aff001;  Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Ciudad de México, Mexico aff002;  Estación de Biología Tropical Los Tuxtlas, Instituto de Biología, Universidad Nacional Autónoma de México, Veracruz, Mexico aff003;  Instituto de Ecología, A.C., Xalapa, Veracruz, Mexico aff004;  Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Ciudad de México, Mexico aff005
Published in the journal: PLoS ONE 14(10)
Category: Research Article
doi: https://doi.org/10.1371/journal.pone.0224366

Summary

Dung beetles are secondary seed dispersers, incidentally moving many of the seeds defecated by mammals vertically (seed burial) and/or horizontally as they process and relocate dung. Although several studies have quantified this ecological function of dung beetles, very few have followed seed fate until seedling establishment, and most of these have focused on the effects of seed burial. We know very little about the effects of horizontal seed movement by dung beetles, though it is generally assumed that it will affect plant recruitment positively through diminishing seed clumping. The objective of our study was to assess the effects of dung beetle activity on the spatial distribution of seeds and seedlings, and on the probability of seedling establishment. In a tropical rainforest in Mexico we carried out two complementary field experiments for each of two tree species (Bursera simaruba and Poulsenia armata), using seeds experimentally imbedded in pig dung and recording their fate and spatial location over time. For both species, dung beetle activity reduced the spatial clumping of seeds and seedlings; however, it did not increase the probability of seedling establishment. We discuss the context- and species-specificity of the combined effects of horizontal and vertical dispersal of seeds by dung beetles, and the need to quantify long-term seedling fates to more accurately determine the effects of seed movement by dung beetles on plant recruitment.

Keywords:

Plants – Mammals – Seeds – Seed germination – Seedlings – Beetles – Metadata – Dung beetles

Introduction

Any movement of a seed after deposition by the primary seed dispersal vector constitutes secondary seed dispersal, a common process that affects seed fate and ultimately plant demography [1,2]. In diplochorous systems, where the primary and secondary dispersal vectors are different, a potential advantage of the second phase of dispersal can be the movement of the seeds to microsites that are predictably more adequate for seed survival and/or seedling establishment and survival (i.e., directed dispersal; [3,4]). In tropical forests, a very large proportion of plant species are dispersed primarily by frugivorous animals, mostly birds and mammals [5,6]. In the case of seeds dispersed through mammal defecation, a common diplochorous system occurs, in which dung beetles are often responsible for the secondary dispersal of those seeds [4,7,8].

Dung beetles (Coleoptera: Scarabaeidae: Scarabaeinae) disperse seeds accidentally, as they process dung for feeding or ovipositing [9]. The way in which dung beetles process dung depends on the functional group they belong to. They are classified as dwellers, when all their activities are done in the dung pad or immediately underneath it; tunnelers, if they first construct tunnels in the soil under or near the dung pad and then push and pull portions of dung into the tunnels; and rollers, when they first shape dung portions into balls, which they then roll away from the dung pad to a location where they build a tunnel to bury the dung balls [9]. Competition for the ephimerous and patchily-distributed dung is intense, and in tropical rainforests all the fecal material is quickly relocated beneath the soil by tunneler and roller beetles [10]. Dung relocation is responsible for many of the ecological functions attributed to dung beetles [11], including the secondary dispersal of seeds embedded in the dung [7].

The interaction between dung beetles and defecated seeds can have strong effects on seed fate and seedling establishment, but the direction (positive vs. negative) and intensity of these effects are highly species- and context-specific [8,12,13]. For example, burial by beetles is known to greatly diminish the probability of seed predation [7,1416]. However, while seed burial by beetles may increase seedling establishment for some plant species due to enhanced seed survival [8,12,17,18], others may be affected negatively due to reduced seedling emergence when seeds are buried too deeply [12,13,19]. Even though secondary seed dispersal by dung beetles has been relatively well studied in tropical forests, our ability to generalize on the ultimate net effect of the seed-beetle interaction on plant fitness is still limited, not only due to the context-dependence of the interaction’s result, but also due to the fact that very few studies have followed seed fate until seedling establishment [8,12,13,18,20].

Secondary seed dispersal by dung beetles can include both seed burial (vertical dispersal) and/or horizontal seed dispersal [21], but most studies have focused on the effects of the former. However, it has often been suggested that horizontal movement of seeds by dung beetles, although generally restricted to small distances (< 5 m), may favor plant recruitment by decreasing the degree of spatial clumping in which defecated seeds are deposited by the primary disperser [14,21,22]. Spatial clumping of seeds and seedlings, generally associated with high densities, is known to negatively affect plants through various mechanisms, including decreased germination and increased competition, pathogen attack, predation and herbivory [2,23,24]. To our knowledge, only one study has so far quantified a decrease in the spatial clumping of seedlings of two species, following dung beetle activity, with an associated positive effect on the probability of seedling establishment for one of the species, but not for the other one [20]. However, this study used mixtures of both seed species in each dung pile, and seedling establishment could have been affected by interspecific competition [20]. Thus, considering that: (i) the outcome of the seed-beetle interaction is species- and context-specific, (ii) very few studies have followed seed fate until seedling establishment, and (iii) only one study has quantified the effects of horizontal seed dispersal by dung beetles on seedlings, we believe that additional information is necessary before we can reach a more general conclusion on when secondary dispersal by dung beetles has positive effects on plant regeneration, and when not.

Our main objective was to assess, for two tree species, the effects of secondary seed dispersal by dung beetles, with emphasis on the horizontal movement of seeds, on the spatial distribution of seeds and seedlings, and on the probability of seedling establishment. Our hypothesis was that dung beetle activity would favor seedling establishment because it reduces seed and seedling clustering through horizontal relocation of the seeds present in dung. To test this hypothesis we carried out field experiments to assess the following predictions: (i) dung beetle activity increases the horizontal distance between adjacent seeds deposited in dung, regardless of seed burial; (ii) dung beetle activity increases the distance between established seedlings; (iii) dung beetle activity increases the probability of seedling establishment.

Methods

Study site

The study was carried out in the Los Tuxtlas Biological Station (LTBS), in the Mexican state of Veracruz (18°35'5" N, 95°4'34" W; ca. 150 m a.s.l.). The LTBS, a protected area established in 1967, encompasses 640 ha of tropical rainforest that constitute, since 1998, one of the core areas of the 155,122-ha Los Tuxtlas Biosphere Reserve [25]. All field activities were conducted under full permission of the authorities of the LTBS, Institute of Biology, National Autonomous University of Mexico. No endangered or protected species were collected. Mean annual temperature is 24.1°C and mean annual rainfall is 4201 mm, with a short drier period (< 100 mm per month) from March to April, and a long wetter period (≥ 100 mm per month) from May through February, the latter representing ca. 95% of the total annual rainfall [26].

Despite intense forest loss and fragmentation occurring in the Los Tuxtlas region, the LTBS and the other core areas of the Biosphere Reserve are an important refuge for animals, including dung beetles, with at least 34 species reported for LTBS [27], as well as many mammals [28,29]. Among mammals present at LTBS that are primary dispersers of seeds through defecation, figure most prominently the herbivorous-frugivorous howler monkeys (Alouatta palliata; [14]), but also other important omnivorous-frugivorous species such as coatis (Nasua narica), raccoons (Procyon lotor), tayras (Eira barbara), peccaries (Pecari tajacu) and kinkajous (Potos flavus) [30].

Effects of dung beetle activity on seed and seedling spatial distribution and on seedling establishment

To assess the effects of dung beetle activity on seeds and seedlings we carried out two complementary field experiments focusing on two tree species that are abundant in our study site (G. Ibarra-Manríquez, pers. comm.): Bursera simaruba (L.) Sarg. (Burseraceae) and Poulsenia armata (Miq.) Standl. (Moraceae), hereafter referred to by their genus names. Both experiments were carried out independently for each species.

Bursera is a dioecious canopy tree; it is a light-demanding species that grows mostly in tree-fall gaps, reaching heights of 30 m [31]. Fruiting occurs between October and May; fruits are dehiscent drupes that contain a single seed covered by a juicy aril [31,32]. Bursera seeds are 7–9 mm long, 5–7 mm thick and wide, and germinate in ~ 2 weeks [33]. Poulsenia is a monoecious late-successional tree species that can reach heights of 20–40 m [34,35]. Fruiting occurs between May and November; the fruit is soft and berry-like, containing 9–17 seeds [32]. Poulsenia seeds are 8–10 mm long, 5–7 mm thick and wide, and germinate in ~ 4 weeks [33].

We chose to focus on Bursera and Poulsenia because they can be dispersed through defecation by mammals (e.g., Alouatta palliata; [14]), because their seeds have no dormancy [36], and due to the ease of obtaining the necessary number of seeds for the experiments. Furthermore, the seeds of these two species are of a size large enough to allow marking (see below, Experiment 1), but small enough that beetles at our study site will secondarily disperse many of them while processing dung.

First, we carried out Experiment 2 and then Experiment 1; however, since the former corresponds to the seedling stage and the latter to the seed stage, we describe them in life-cycle order. All experimental seeds of Bursera and Poulsenia were obtained from freshly fallen fruits underneath parent trees in April and June 2017, respectively. For both species, half of the seeds were used within 2 days of collection to set up Experiment 2; the rest of the seeds were air-dried in the shade and stored at room temperature until the setup of Experiment 1 (six months of storage for Bursera seeds and four months for Poulsenia seeds). We did not test the viability of the seeds prior to our experiments, and seed storage might have negatively affected it. However, in Experiment 1 we did not require seeds to be viable as we only recorded seed condition and position after 48 h (see below).

In the experiments we used fresh domestic pig dung (collected from a nearby household on the same day it was used) to make experimental dung piles containing seeds, thus mimicking primary seed dispersal through mammal defecation. We used domestic pig dung because we needed large quantities of dung for our experiments, and because it is efficient in attracting rainforest dung beetles [37].

Experiment 1. Seeds: Secondary dispersal and spatial distribution

We established 30 experimental sites in the forest understory (≥ 50 m apart and ≥ 10 m from fruiting adults of the focal plant species). In each site we had 3 circular plots 50 cm in diameter, with 2–3 m between adjacent plots. The border of each plot was delimited by burying a 30 cm wide metallic mosquito netting strip 10 cm into the soil (S1 Fig). From the inside of each plot we removed the few existing seedlings. However, we kept the leaf litter to avoid affecting the behavior of roller dung beetles, which often choose a spot hidden under litter to build their tunnel (E. Andresen, pers. obs.), and thus litter removal may cause them to roll the dung balls larger distances. Each plot was randomly assigned to one of the following treatment levels: (1) 50 g of dung with 20 seeds embedded in it and access to dung beetles (+Feces+Beetles), (2) 50 g of dung with 20 seeds but no access to dung beetles (+Feces−Beetles), (3) no dung, 20 seeds placed directly on the forest floor (−Feces−Beetles). Since the amount of seeds present in the defecations of rainforest mammals can vary tremendously, depending on the plant and animal species (e.g., [8,38,39]), we used seed numbers that can commonly be found in howler-monkey dung piles (e.g., [40,41]). Furthermore, to better mimic the generally smaller size of individual dung piles of frugivorous rainforest mammals that fall on the forest floor (5–25 g; [22,41,42]) we divided the 50 g of dung into 4 equal portions (S1A Fig), each containing 5 seeds. Portions were placed in the center of plots, with ~ 3 cm between portions; this layout was also used for seeds without dung (S1B Fig). In order to measure seed movement, we marked each seed by threading a 30 cm-long piece of fishing line through it (S1C and S1D Fig). After placing dung and seeds in the plots we covered the two control plots (+Feces−Beetles and −Feces−Beetles) with mosquito netting to exclude dung beetles (S1E Fig), but left the plots with dung beetle access uncovered (+Feces+Beetles). After 48 h, when all dung in the plots with dung beetle activity had disappeared from the soil surface (S1F Fig), we used a 2 cm grid to map the location of each seed in the three plots (S1G Fig); for seeds that were buried we mapped its location projected to the surface. To describe the short-term fate of the seeds we classified each seed into one of three categories: (1) seed intact, when seeds were unharmed; (2) seed predated, when seed remains were found; and (3) seed removed, when the seed could not be found. For seeds intact we also recorded if the seed was visible on the soil surface, under leaf-litter, or buried. In the case of buried and horizontally moved seeds we measured the vertical and horizontal distances to the nearest centimeter. Dung beetle movement was limited by the plot’s fence, i.e., seeds could not be dispersed beyond the fence. While this allowed us to find most seeds, it probably caused some underestimation of horizontal distances (see Discussion). This experiment was carried out during the rainy season (October 2017), first with Poulsenia seeds, and after two weeks, the same sites and plots were used to repeat the experiment with Bursera seeds.

Experiment 2. Seedlings: Spatial distribution and probability of establishment

We used a similar experimental setup as above, but without thread-marking the experimental seeds, to allow for germination. We used the same 30 sites as in Experiment 1, but with different plots for each plant species. For Bursera, the experiment started in April 2017 (one of the driest months) and for Poulsenia in June 2017 (the beginning of the rainy season). Control plots were immediately covered with mosquito netting, while the plot with dung beetle activity was kept open. After 48 hours the latter plots were also covered, to have the same conditions affecting seed and seedling fates in all treatments. The netting remained throughout the experiment to avoid seed rain and to minimize seed removal by granivorous animals and seedling loss due to herbivory. Once seedling establishment occurred (20 and 32 days after the setup of the experiments for Bursera and Poulsenia, respectively; S1H and S1I Fig) we checked each plot once a week for 15 weeks. During each check we registered established seedlings of the focal species and we mapped the location of each seedling using the 2 cm grid. We assumed that all seedlings of the focal plant species that we recorded, originated from our experimental seeds because: (i) all plots were > 10 m away from any fruiting adult, and (ii) in a previous study in the same sites and with the same treatments, only two seedlings of Bursera and two of Poulsenia established, overall, from the soil seed bank during a time period of 8 months [33]. Finally, we acknowledge that using seeds extracted from fruits may yield different results compared to using seeds that have passed through the digestive system of a mammal. However, we expect that whatever difference there might be in terms of seed germination would equally have affected our three treatment levels.

Data analyses

To measure the spatial distribution of seeds (Experiment 1) and seedlings (Experiment 2), following Lawson et al. [20] we used the Clark-Evans nearest neighbor index R [43]: R=r¯A/r¯E, where r¯A is the average observed distance from an individual to its nearest neighbor in the plot, and r¯E is the expected mean distance between neighbors if the distribution were random. When R < 1 the spatial distribution of individuals is clumped, when R = 1 it is random, and when R > 1 it is overdispersed [43].

For Experiment 1 we lost one Poulsenia plot with the +Feces+Beetles treatment. The nearest neighbor index data were analyzed by fitting linear mixed models (LMMs), one for each species. Treatment (+Feces+Beetles, +Feces−Beetles, and −Feces−Beetles) was the fixed factor, while site was included as a random factor.

For Experiment 2, following Lawson et al. [20] we analyzed the values of the nearest neighbor index observed during the week of peak seedling abundance, which was determined separately for each species-treatment combination. We chose this approach because for Bursera the temporal pattern of seedling emergence differed strongly among treatment levels, and mortality of seedlings occurred rapidly after emergence (S2 Fig). The weeks of peak abundance were as follows: Bursera, +Feces+Beetles: 4 wk, +Feces−Beetles: 9 wk, −Feces−Beetles: 10 wk; Poulsenia, +Feces+Beetles: 11 wk, +Feces−Beetles and −Feces−Beetles: 6 wk. The nearest neighbor index data for seedlings was analyzed in the same way as for seeds (LMM) in the case of Poulsenia; for Bursera, due to singularity problems during model fitting, seemingly caused by almost zero variance estimation for the random effect, we excluded the random factor following Bolker [44] and fitted a simple linear model.

To analyze seedling establishment, we fitted Cox regression models with mixed effects (i.e., frailty models), following [45]. In these models we included treatment (+Feces+Beetles, +Feces−Beetles, and −Feces−Beetles) as the fixed factor, and site and plot as random factors. For these survival analyses we used as response variable the number of days elapsed until seedling establishment occurred for each seed; when this event did not occur at the end of the experiment, we considered this observation as a right-censored datum (e.g., [46]).

Data analyses were carried out using the R statistical environment (v. 3.5.2; [47]). The nearest neighbor indices were calculated using the function clarkevans.test of package ‘spatstat’ [48]. Models for the nearest neighbor index were fitted using functions lm of package ‘stats’ [47], and lmer of package ‘lme4’ [49]. Models for seedling establishment were fitted with function coxme of package ‘coxme’ [50]. In all models, treatment effect was tested through a Wald Chi-square test using the Anova function in the ‘car’ package [51]. We obtained marginal mean and standard error values, and carried out post hoc tests using the function emmeans of the package ‘emmeans’ [52]. We adjusted P-values in all post hoc tests using the False Discovery Rate method [53], because this method controls for false positives while also minimizing false negatives (e.g., [54]). All processed and raw data used in this study are provided in Supporting Information.

Results

Experiment 1. Seeds: Secondary dispersal and spatial distribution

The percentages of experimental seeds lost due to disappearance and predation were very low (Bursera: 0.5% and 0.2%, respectively; Poulsenia: 2.1% and 0.2%, respectively). For seeds classified as ‘intact’, most were seeds buried by beetles (Bursera: 57.2% ± 26.7%; Poulsenia: 54.1% ± 26.4%; mean ± SD), followed by seeds visible on the soil surface (Bursera: 32.4% ± 25%; Poulsenia: 34.1% ± 25.3%), and by seeds hidden under the leaf litter (Bursera: 10.4% ± 11.5%; Poulsenia: 11.8% ± 12.4%). For buried seeds, mean depth for both species was 5 cm, but the distribution was asymmetrical with most seeds buried shallowly, although some were buried deeply (Bursera, N = 341, min = 1 cm, max = 30 cm, median = 3 cm; Poulsenia, N = 308, min = 1 cm, max = 25 cm, median = 2 cm, S3 Fig).

Of all seeds classified as ‘intact’, 97% of Bursera seeds and 98% of Poulsenia seeds were moved horizontally at least 2 cm by dung beetles. The mean dispersal distance was 6 cm for both species, again with an asymmetrical distribution (Bursera, N = 577, min = 2 cm, max = 24 cm, median = 5 cm; Poulsenia, N = 556, min = 2 cm, max = 25 cm, median = 5 cm, S3 Fig).

As we predicted, for both species the mean nearest distance between two seeds was higher in plots with dung beetle activity (Bursera: 1.23 cm ± 0.61 cm; Poulsenia: 1.15 cm ± 0.51 cm), compared to plots with dung added but beetles excluded (Bursera: 0.003 cm ± 0.02 cm; Poulsenia: 0.0 cm) and to plots with no dung or beetles (Bursera: 0.13 cm ± 0.57; Poulsenia: 0.0 cm). The treatment had a significant effect on the spatial distribution of both seed species (Bursera, χ2 = 137.46, df = 2, P < 0.001, Fig 1A; Poulsenia, χ2 = 310.66, df = 2, P < 0.001, Fig 1B). Although in all cases the nearest neighbor index values were <1, indicating spatial clustering of seeds, dung beetle activity significantly reduced the degree of seed aggregation, compared to both treatment levels with no dung beetles (Bursera, +Feces+Beetles vs. +Feces–Beetles: t = 10.60, df = 87, P < 0.001, +Feces+Beetles vs.–Feces–Beetles: t = 9.64, df = 87, P < 0.001; Poulsenia, +Feces+Beetles vs. +Feces–Beetles: t = 15.30, df = 86, P < 0.001, +Feces+Beetles vs.–Feces–Beetles: t = 15.30, df = 86, P < 0.001). The two control treatment levels were not significantly different from each other (Bursera, +Feces–Beetles vs.–Feces–Beetles: t = -0.95, df = 87, P = 0.34; Poulsenia, +Feces–Beetles vs.–Feces–Beetles: t = 0, df = 86, P = 1).

Fig. 1. Box-plots of the nearest neighbor index for seeds and seedlings of two plant species.
Box-plots of the nearest neighbor index for seeds and seedlings of two plant species.
The index was measured for Bursera seeds (A) and seedlings (C) and Poulsenia seeds (B) and seedlings (D) in plots (50-cm-diameter) with three treatment levels: 50 g of feces and dung beetle access (+Feces+Beetles), 50 g of feces and dung beetle exclusion (+Feces−Beetles), and no feces or dung beetles (−Feces−Beetles). In the first two treatments 20 seeds were mixed in the dung, and in the last treatment seeds were placed on the soil surface. Independent experiments were carried out for seeds and seedlings. Seedling results are from data observed during the week of peak seedling abundance, which was determined separately for each species-treatment level combination (see text for details). Circles represent outliers; different letters above bars indicate statistical differences.

Experiment 2. Seedlings: Spatial distribution and probability of establishment

As observed for seeds, for both plant species we found that the nearest neighbor distance between seedlings was higher in plots with dung beetle activity (Bursera, 3.67 cm ± 1.43 cm; Poulsenia, 4.39 cm ± 2.14 cm; S4 Fig), than in plots with dung added but beetles excluded (Bursera, 2.79 cm ± 1.84 cm; Poulsenia, 2.56 cm ± 1.84 cm) and plots with no dung or beetles (Bursera, 2.34 ± 1.54; Poulsenia, 1.86 cm ± 1.29 cm). The treatment had a significant effect on the spatial distribution of seedlings of both species (Bursera, F = 5.57, df = 2, P = 0.006, Fig 1C; Poulsenia, χ2 = 31.88, df = 2, P < 0.001, Fig 1D). As with seeds, dung beetle activity significantly reduced spatial aggregation of seedlings when compared to both control plots (Bursera, +Feces+Beetles vs. +Feces–Beetles: t = 2.26, df = 57, P = 0.04, +Feces+Beetles vs.–Feces–Beetles: t = 3.30, df = 57, P = 0.005; Poulsenia, +Feces+Beetles vs. +Feces–Beetles: t = 3.89, df = 53, P < 0.001, +Feces+Beetles vs.–Feces–Beetles: t = 5.50, df = 53, P < 0.001). The two control treatment levels were not significantly different from each other (Bursera, +Feces–Beetles vs.–Feces–Beetles: t = 1.25, df = 57, P = 0.21; Poulsenia, +Feces–Beetles vs.–Feces–Beetles: t = 1.10, df = 53, P = 0.27).

Of all experimental seeds, 29% of Bursera and 18% of Poulsenia seeds registered seedling emergence. During the 15 weeks in which we monitored seedling emergence, Poulsenia followed a steady pattern of increase until an asymptote was reached, while for Bursera we observed peaks of emergence followed by seedling death (S2 Fig). The treatment did not have a significant effect on the probability of seedling establishment in the case of Bursera (χ2 = 4.26, df = 2, P = 0.12; Fig 2A). However, it had a significant effect for Poulsenia (χ2 = 69.90, df = 2, P < 0.001); the probability of seedling establishment was higher in the plots with no feces, and it was equally low in the two treatment levels with feces, regardless of dung beetle activity (Fig 2B). In plots with no feces the probability of establishment increased by a factor of 2.70 compared to plots with dung beetle activity.

Fig. 2. Kaplan–Meier curves for the probability of seedlings establishing from experimental seeds of two plant species.
Kaplan–Meier curves for the probability of seedlings establishing from experimental seeds of two plant species.
During 15 weeks, seedling establishment was monitored for Bursera (A) and Poulsenia (B) in plots containing: 50 g of feces and dung beetle access (solid black lines), 50 g of feces and dung beetle exclusion (dashed black lines), and without feces or dung beetles (dotted black lines). In the first two treatments 20 seeds were mixed in the dung, and in the last treatment seeds were placed on the soil surface. All curves have censored data. Different letters next to each curve indicate statistical differences.

Discussion

Almost all experimental seeds (> 97%) were moved by dung beetles horizontally and more than half the seeds (> 55%) were moved vertically (i.e., buried). As predicted, dung beetle activity was associated with a decrease in the spatial clumping of both seeds and seedlings for both plant species. However, contrary to our expectation, dung beetle activity did not have a positive effect on the probability of seedling establishment. While the first result shows clearly the importance of dung beetle activity in diminishing the aggregation of seeds deposited in fecal clumps by fruit-eating mammals and of the seedlings establishing from those seeds, the second shows that this effect does not necessarily translate into increased seedling establishment. This stresses the need to be cautious when drawing conclusions regarding the effects of dung beetle activity on plant regeneration, based only on their effects on seeds.

Our result on reduced seed aggregation was expected, as several studies have determined and measured horizontal seed movement caused by dung beetles [12,16,21,22,55]. In terms of seedling spatial aggregation, our results are consistent with the only published study (that we are aware of) designed to quantify this consequence of dung beetle activity. In that study, Lawson et al. [20] also found that dung beetle activity decreased seedling spatial clumping in two plant species, Tabernaemontana donnell-smithii Rose and Guazuma ulmifolia Lam. For seedling establishment, they obtained mixed results: while one of the species had a higher percentage of establishment in plots with dung beetle activity, the other one had lower establishment in those plots [20]. In our study, one species had the highest probability of seedling establishment in plots with dung added but beetles excluded, while the other species had significantly more seedling establishment in plots without dung (Fig 2). Lawson’s study used both seed species mixed together in their experiments and the authors argued that their results on seedling establishment might have been affected by competitive interactions between germinating seeds of the two species. Furthermore, they pointed out that given the short duration of their study (4 weeks after experimental setup), they could not disentangle potential mechanisms affecting seedling establishment mediated by dung beetle activity (e.g., effects of dung beetles on seed clumping vs. on seed germination; [20]). We carried out independent experiments for each seed species, and we monitored seedling establishment for a longer time period (15 weeks after onset of establishment), yet we also recognize that several factors could have influenced our results. Both our study and that of Lawson underscore the fact that the outcomes of seed-beetle interactions are species- and stage-specific, and can be affected by many factors [7,8,12,13,33].

So, why did we not find a positive effect of dung beetle activity on short-term seedling establishment? First, vertical seed dispersal by dung beetles might have hindered seedling emergence, counterbalancing a positive effect of decreased clumping due to horizontal dispersal. We found that over half of all experimental seeds in the plots with dung beetle activity were buried. Several studies in tropical forests have shown that, depending on seed species and burial depth, the effect of vertical seed dispersal by dung beetles can promote seedling establishment (through a dominant effect of avoiding seed predation) or it can hinder it (through a dominant effect of non-emergence of germinating seeds; [8,12,13,18,33]). It has been considered that burial depths ≤ 3 cm should favor seedling establishment of rainforest seeds dispersed by dung beetles [7]. In our study, the median burial depth was 2–3 cm, meaning that half of the seeds buried by dung beetles were located at greater depths (S3 Fig) and may have suffered from non-emergence or other types of seed mortality associated with burial [56]. In a parallel study in the same study region, in which we buried seeds of the focal plant species at 3, 5 and 10 cm, seedling establishment decreased with depth [33]. Furthermore, in that study, only 7% of Bursera and 14% of Poulsenia seeds buried at 3 cm emerged as seedlings, compared to 30% for seeds placed on the surface. This clearly indicates that even shallow seed burial depths have a strong negative effect on the recruitment of these two species. However, it could also be that seasonal differences in dung beetle assemblages caused a higher proportion of seeds to be buried and/or buried more deeply in Experiment 2, which was setup in April-June, than in Experiment 1, which was done in October. When we sampled dung beetles, we found higher abundances, particularly of large beetles (≥ 10 cm body length), in April than in October (S1 Table).

Second, it is possible that the decrease in seed and seedling spatial aggregation due to dung beetle activity, though statistically meaningful, might not have the necessary effect size to be of ecological significance. Though most seeds were moved horizontally by dung beetles, dispersal distances were short (~ 80% between 2 and 7 cm; S3 Fig). However, given our experimental setup, these distances could, to a certain degree, be underestimates, as the movement of beetles was limited by the edge of the plot, i.e., the plot radius of 25 cm was the maximum possible distance recorded. In our study site, roller dung beetles have been reported to move dung balls (often containing seeds) to a mean distance of 1.2 m, and up to 5 m [14]. On the other hand, tunneler dung beetles bury the dung relatively close to the dung source [10], but that does not mean that they do not cause any horizontal movement of seeds. Tunnelers sometimes push dung portions on the soil surface for a short distance (< 20 cm) before burying it; furthermore, underground tunnels are often dug with an angle < 90° such that seeds moved into the tunnels are displaced both vertically and horizontally (L.A. Urrea-Galeano and E. Andresen, pers. obs.). Given that 95% of all individuals captured in our pitfall traps were tunnelers (S1 Appendix and S1 Table), we believe that most seed movement we observed was carried out by this functional group and that most horizontal distances recorded were therefore accurate. Nonetheless, the few seeds that can be dispersed longer distances by roller dung beetles may be the ones establishing seedlings that have higher long-term survival probabilities. For example, a recent study found that, while dung beetle activity had a negative effect on seedling emergence of one plant species, it increased seedling survival [13]. Although the authors did not interpret the latter result as a possible consequence of reduced seedling clumping, this explanation remains plausible. Thus, studies following the fate of seeds moved by beetles in an unconstrained fashion and assessing seedling recruitment and survival, will be necessary to better understand the role of horizontal seed movement in decreasing the density-dependent processes causing seed/seedling mortality. Furthermore, since the life-stage at which plants suffer density-dependent mortality varies among species and contexts (e.g., [57]), future research will need to carefully determine the necessary duration of studies, in order to accurately assess the effects of reduced seed/seedling clumping caused by dung beetles, on plant fitness.

Related to the point above, it is important to mention that we protected experimental plots with mosquito netting, thus excluding most seed predators and seedling herbivores, while assuming that a positive effect of decreased clumping on seedling establishment might still be evident due to less intense seed/seedling competition and pathogen attack. Yet, density-dependent seed predation and seedling herbivory are known to be frequent processes affecting plant fitness [2,23,24]. Seed predation can often be very high, with 100% seed loss not being uncommon [58]; we used the netting precisely to avoid losing experimental seeds, and thus be able to have enough remaining seeds and seedlings for data analyses. Therefore, by excluding seed predators we also excluded the known positive effect of seed burial by dung beetles, i.e., seed predation avoidance [1416,59]. To fully understand the effect of dung beetle activity on seed/seedling fates, we will need to design studies that allow us to simultaneously assess each of the positive and negative effects of horizontal and vertical seed dispersal by beetles, while disentangling the effects of both types of seed movement.

Finally, we want to stress once more how species-specific requirements for seed survival, germination, seedling establishment and survival, can strongly influence the results of the beetle-plant interactions. In our study, though seeds of both focal species were similar in size, a plant attribute that strongly affects the short-term fate of seeds after dung beetle activity (e.g., [33,60]), functional seedling attributes differed between species and were perhaps responsible for the different patterns of seedling establishment. For example, the timing of peak seedling establishment differed between treatment levels in Bursera but not in Poulsenia (S2 Fig). The temporal dynamics in Bursera seedlings was determined by their shade-intolerance [31], which caused the death of seedlings shortly after emergence. Poulsenia seedlings, on the other hand, are shade-tolerant [61], but the seeds suffered clear negative effects, both from remaining imbedded in dung (when beetles were excluded) and from being buried (when beetles were active; Fig 2). In the case of seeds that remained in dung, it is possible that merely dung presence could explain differences between the two species, as a few studies have shown that dung itself can have either positive or negative effects on germination or seed/seedling performance, depending on seed species [62,63]. In the case of seeds moved by dung beetles, many of which were buried, characteristics associated with the position, exposure and function of cotyledons can play an important role in determining the probability of seedlings emerging from buried seeds and surviving through the establishment period [64]. In this regard, Poulsenia seedlings are cryptocotylar hypogeal with reserve storage (CHR) while Bursera seedlings are phanerocotylar epigeal with foliaceous cotyledons (PEF; [65]). One study found that out of ten rainforest seed species tested, those that were CHR had the highest seedling establishment from buried seeds, while PEF species had the lowest [7]. In a previous study, CHR Poulsenia seeds buried at 3–5 cm did indeed have more seedling establishment, compared to PEF Bursera seeds [33]. It seems that in the present study, however, the lower seedling establishment observed for Poulsenia seeds in plots with dung beetle activity, compared to those of Bursera, is due, at least partly, to a cause different than seedling functional morphology. For example, differences between species could be due to seasonality in dung beetle activity, since the experiment for Bursera was started in April and the one with Poulsenia in June, a drier and a rainier month, respectively. Secondary seed dispersal by dung beetles has been shown to be affected by seasonality [7], not only because dung beetle assemblages vary seasonally [10], but also because in rainier months softer soils might favor deeper seed burial [21], which in turn might hinder seedling emergence.

In conclusion, our study confirms the important role dung beetles may play, through the horizontal secondary dispersal of seeds, in diminishing seed/seedling aggregation after seeds are deposited by mammals in fecal clumps. However, we did not find evidence indicating that this effect may have consequences for early seedling establishment. Longer-term studies will be necessary to ascertain if over time, the decreased seed/seedling clumping translates into increased seedling or sapling survival probabilities. Furthermore, since vertical and horizontal dispersal by dung beetles can simultaneously affect seeds and seedlings through different and sometimes opposing mechanisms, we must design studies that will allow us to assess each of them accurately, but in conjunction. Finally, given the species- and stage-specific outcome of the interactions between plants and dung beetles, more studies, including many seed species and their different stages of regeneration (seed bank, germination, emergence, establishment, survival), are necessary to fully understand the impact of dung beetle activity on plants.

Supporting information

S1 Table [docx]
Dung beetles captured in the Los Tuxtlas Biological Station, Veracruz, Mexico.

S1 Fig [a]
Methodological details of the two experiments carried out to assess the effects of dung beetle activity on the spatial distribution of seeds (Experiment 1) and seedlings (Experiment 2), and on the probability of seedling establishment (Experiment 2).

S2 Fig [a]
Mean number of seedlings of two plant species registered weekly for 15 weeks.

S3 Fig [tif]
Frequency distribution of dispersal distances for two seed species.

S4 Fig [a]
Mean nearest neighbor distance for seedlings of two plant species over time.

S1 Appendix [docx]
Methods and results of dung beetle sampling in the Los Tuxtlas Biological Station, Veracruz, Mexico.

S1 Dataset [xlsx]
Data on the nearest neighbor index for seeds of in experiment 1.

S2 Dataset [xlsx]
Raw data on the coordinates for seeds of in experiment 1.

S3 Dataset [xlsx]
Raw data on the secondary seed dispersal for seeds of in experiment 1.

S4 Dataset [xlsx]
Data on the nearest neighbor index for seeds of in experiment 1.

S5 Dataset [xlsx]
Raw data on the coordinates for seeds of in experiment 1.

S6 Dataset [xlsx]
Raw data on the secondary seed dispersal for seeds of in experiment 1.

S7 Dataset [xlsx]
Data on the nearest neighbor index for seedlings of during the week of peak seedling abundance in experiment 2.

S8 Dataset [xlsx]
Raw data on the coordinates for seedlings of during the week of peak seedling abundance in experiment 2.

S9 Dataset [xlsx]
Data on the germination of seeds of registered weekly for 15 weeks in experiment 2.

S10 Dataset [xlsx]
Data on the nearest neighbor index for seedlings of during the week of peak seedling abundance in experiment 2.

S11 Dataset [xlsx]
Raw data on the coordinates for seedlings of during the week of peak seedling abundance in experiment 2.

S12 Dataset [xlsx]
Data on the germination of seeds of registered weekly for 15 weeks in experiment 2.

S13 Dataset [xlsx]
Data on the dung beetles captured in the Los Tuxtlas Biological Station, Veracruz, Mexico.

S1 Metadata [txt]
Descriptive information about all datasets.


Zdroje

1. Wang BC, Smith TB. Closing the seed dispersal loop. Trends Ecol Evol. 2002;17: 379–385.

2. Forget P-M, Lambert JE, Hulme PE, Vander Wall SB, editors. Seed fate: predation, dispersal and seedling establishment. Wallingford: CABI Publishing; 2005.

3. Vander Wall SB, Longland WS. Diplochory: are two seed dispersers better than one? Trends Ecol Evol. 2004;19: 155–161. doi: 10.1016/j.tree.2003.12.004 16701247

4. Vander Wall SB, Kuhn KM, Beck MJ. Seed removal, seed predation, and secondary dispersal. Ecology. 2005;86: 801–806.

5. Fleming TH, Kress WJ. The ornaments of life: coevolution and conservation in the tropics. Chicago: The University of Chicago Press; 2013.

6. Jordano P. Fruits and frugivory. In: Gallagher RS, editor. Seeds: the ecology of regeneration in plant communities. Wallingford: CABI Publishing; 2014. pp. 18–61.

7. Andresen E, Feer F. The role of dung beetles as secondary seed dispersers and their effect on plant regeneration in tropical rainforests. In: Forget P-M, Lambert JE, Hulme PE, Vander Wall SB, editors. Seed fate: predation, dispersal and seedling establishment. Wallingford: CABI Publishing; 2005. pp. 331–349.

8. Culot L, Huynen M-C, Heymann EW. Primates and dung beetles: two dispersers are better than one in secondary forest. Int J Primatol. 2018;39: 397–414.

9. Halfter G, Edmonds WD. The nesting behavior of dung beetles (Scarabaeinae): an ecological and evolutive approach. Ciudad de México: Man and the Biosphere Program UNESCO; 1982.

10. Hanski I, Cambefort Y. Dung beetle ecology. Princeton: Princeton University Press; 1991.

11. Nichols E, Spector S, Louzada J, Larsen T, Amezquita S, Favila ME, et al. Ecological functions and ecosystem services provided by Scarabaeinae dung beetles. Biol Conserv. 2008;141: 1461–1474.

12. Andresen E, Levey DJ. Effects of dung and seed size on secondary dispersal, seed predation, and seedling establishment of rain forest trees. Oecologia. 2004;139: 45–54. doi: 10.1007/s00442-003-1480-4 14740290

13. Griffiths HM, Bardgett RD, Louzada J, Barlow J. The value of trophic interactions for ecosystem function: dung beetle communities influence seed burial and seedling recruitment in tropical forests. Proc R Soc B. 2016;283: 20161634. doi: 10.1098/rspb.2016.1634 27928036

14. Estrada E, Coates-Estrada R. Howler monkeys (Alouatta palliata), dung beetles (Scarabaeidae) and seed dispersal: ecological interactions in the tropical rain forest of Los Tuxtlas, Mexico. J Trop Ecol. 1991;7: 459–474.

15. Shepherd VE, Chapman CA. Dung beetles as secondary seed dispersers: impact on seed predation and germination. J Trop Ecol. 1998;14: 199–215.

16. Santos-Heredia C, Andresen E, Zárate DA. Secondary seed dispersal by dung beetles in a Colombian rain forest: effects of dung type and defecation pattern on seed fate. J Trop Ecol. 2010;26: 355–364.

17. Andresen E. Effects of dung presence, dung amount and secondary dispersal by dung beetles on the fate of Micropholis guyanensis (Sapotaceae) seeds in Central Amazonia. J Trop Ecol. 2001;17: 61–78.

18. Culot L, Huynen M-C, Heymann EW. Partitioning the relative contribution of one-phase and two-phase seed dispersal when evaluating seed dispersal effectiveness. Methods Ecol Evol. 2015;6: 178–186.

19. Feer F. Effects of dung beetles (Scarabaeidae) on seeds dispersed by howler monkeys (Alouatta seniculus) in the French Guianan rain forest. J Trop Ecol. 1999;15: 129–142.

20. Lawson CR, Mann DJ, Lewis OT. Dung beetles reduce clustering of tropical tree seedlings. Biotropica. 2012;44: 271–275.

21. Andresen E. Dung beetles in a Central Amazonian rainforest and their ecological role as secondary seed dispersers. Ecol Entomol. 2002;27: 257–270.

22. Ponce-Santizo G, Andresen E, Cano E, Cuarón AD. Dispersión primaria de semillas por primates y dispersión secundaria por escarabajos coprófagos en Tikal, Guatemala. Biotropica. 2006;38: 390–397.

23. Leck MA, Parker VT, Simpson RL, editors. Seedling ecology and evolution. Cambridge: Cambridge University Press; 2008.

24. Gallagher RS, editor. Seeds: the ecology of regeneration in plant communities. 3er ed. Wallingford: CABI Publishing; 2014.

25. Conanp (Comisión Nacional de Áreas Naturales Protegidas). Programa de conservación y manejo Reserva de la Biosfera Los Tuxtlas. Ciudad de México: Salinas Impresores; 2006.

26. Gutiérrez-García G, Ricker M. Climate and climate change in the region of Los Tuxtlas (Veracruz, Mexico): a statistical analysis. Atmósfera. 2011;24: 347–373.

27. Favila ME, Díaz A. Escarabajos coprófagos y necrófagos. In: González Soriano E, Dirzo R, Vogt RC, editors. Historia natural de Los Tuxtlas. Ciudad de México: Universidad Nacional Autónoma de México. Instituto de Biología. Instituto de Ecología; 1997. pp. 383–384.

28. Coates R, Ramírez-Lucho I, González-Christen A. Una lista actualizada de los murciélagos de la región de Los Tuxtlas, Veracruz. Rev Mex Biodivers. 2017;88: 349–357.

29. González-Christen A, Coates R. Los mamíferos no voladores de la región de Los Tuxtlas, Veracruz, México. Rev Mex Biodivers. 2019;90: e902580.

30. Flores J., Coates RI, Sánchez-Cordero V, Mendieta VJ. Mamíferos terrestres de la Estación de Biología Tropical de Los Tuxtlas. Rev Digit Univ. 2014;15: 1–10.

31. Dirzo R, Sinaca S. Bursera simaruba. In: González Soriano E, Dirzo R, Vogt RC, editors. Historia natural de Los Tuxtlas. Ciudad de México: Universidad Nacional Autónoma de México. Instituto de Biología. Instituto de Ecología; 1997. pp. 101–102.

32. Ibarra-Manríquez G, Martínez-Morales M, Cornejo-Tenorio G. Frutos y semillas del bosque tropical perennifolio: región de Los Tuxtlas, Veracruz. Ciudad de México: Conabio; 2015.

33. Urrea-Galeano LA, Andresen E, Coates R, Mora Ardila F, Ibarra-Manríquez G. Dung beetle activity affects rain forest seed bank dynamics and seedling establishment. Biotropica. 2019;51: 186–195.

34. Ibarra-Manríquez G, Sinaca Colín S. Estación de biología tropical “Los Tuxtlas”, Veracruz, México: lista florística comentada (Mimosaceae a Verbenaceae). Rev Biol Trop. 1996;44: 41–60.

35. Martínez-Garza C, Peña V, Ricker M, Campo A, Howe HF. Restoring tropical biodiversity: leaf traits predict growth and survival of late-successional trees in early-successional environments. For Ecol Manage. 2005;217: 365–379.

36. Vozzo JA, editor. Tropical tree seed manual. Washington DC: USDA Forest Service; 2002.

37. Marsh CJ, Louzada J, Beiroz W, Ewers RM. Optimising bait for pitfall trapping of Amazonian dung beetles (Coleoptera: Scarabaeinae). PLoS One. 2013;8: e73147. doi: 10.1371/journal.pone.0073147 24023675

38. Julliot C. Seed dispersal by red howling monkeys (Alouatta seniculus) in the tropical rain forest of French Guiana. Int J Primatol. 1996;17: 239–258.

39. Bueno RS, Guevara R, Ribeiro MC, Culot L, Bufalo FS, Galetti M. Functional redundancy and complementarities of seed dispersal by the last Neotropical megafrugivores. PLoS One. 2013;28: e56252.

40. Julliot C, Simmen B, Zhang S. Frugivory and seed dispersal by three Neotropical primates: impact on plant regeneration. In: Bongers F, Charles-Dominique P, Forget P-M, Théry M, editors. Nouragues: dynamics and plant-animal interactions in a Neotropical rainforest. Dordrecht: Kluwer Academic Publishers; 2001. pp. 197–205.

41. Andresen E. Primary seed dispersal by red howler monkeys and the effect of defecation patterns on the fate of dispersed seeds. Biotropica. 2002;34: 261–272.

42. Estrada A, Halffter G, Coates-Estrada R, Meritt DA Jr. Dung beetles attracted to mammalian herbivore (Alouatta palliata) and omnivore (Nasua narica) dung in the tropical rain forest of Los Tuxtlas, Mexico. J Trop Ecol. 1993;9: 45–54.

43. Clark PJ, Evans FC. Distance to nearest neighbor as a measure of spatial relationships in populations. Ecology. 1954;35: 445–453.

44. Bolker B. Linear and generalized linear mixed models. In: Fox GA, Negrete-Yankelevich S, Sosa VJ, editors. Ecological statistics: contemporary theory and application. Oxford: Oxford University Press; 2015. pp. 309–333.

45. Austin PC. A tutorial on multilevel survival analysis: methods, models and applications. Int Stat Rev. 2017;85: 185–203. doi: 10.1111/insr.12214 29307954

46. Onofri A, Gresta F, Tei F. A new method for the analysis of germination and emergence data of weed species. Weed Res. 2010;50: 187–198.

47. R Core Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2018.

48. Baddeley A, Turner R. spatstat: an R package for analyzing spatial point patterns. J Stat Softw. 2005;12: 1–42.

49. Bates D, Mächler M, Bolker BM, Walker SC. Fitting linear mixed-effects models using lme4. J Stat Softw. 2015;67: 1–48.

50. Therneau TM. coxme: Mixed Effects Cox Models. R package version 2.2–14. https://cran.r-project.org/package=coxme. 2019.

51. Fox J, Weisberg S. An R companion to applied regression. Thousand Oaks: SAGE Publications; 2011.

52. Lenth R. emmeans: estimated marginal means, aka least-squares means. R package version 1.3.2. https://cran.r-project.org/package=emmeans. 2019.

53. Benjamini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc. 1995;57: 289–300.

54. Jafari M, Ansari-Pour N. Why, when and how to adjust your p values? Cell J. 2019;20: 604–607. doi: 10.22074/cellj.2019.5992 30124010

55. Ocampo-Castillo J, Andresen E. Interacciones entre semillas y escarabajos del estiércol (Scarabaeinae) en un bosque tropical seco. TIP Rev Espec en Ciencias Químico-Biológicas. 2018;21: 24–33.

56. Lugon AP, Boutefeu M, Bovy E, Vaz-de-Mello FZ, Huynen M-C, Galetti M, et al. Persistence of the effect of frugivore identity on post-dispersal seed fate: consequences for the assessment of functional redundancy. Biotropica. 2017;49: 293–302.

57. Gripenberg S, Bagchi R, Gallery RE, Freckleton RP, Narayan L, Lewis OT. Testing for enemy-mediated density-dependence in the mortality of seedlings: field experiments with five Neotropical tree species. Oikos. 2014;123: 185–193.

58. Crawley MJ. Seed predators and plant population dynamics. In: Gallagher RS, editor. Seeds: the ecology of regeneration in plant communities. Wallingford: CABI Publishing; 2014. pp. 94–110.

59. Andresen E. Seed dispersal by monkeys and the fate of dispersed seeds in a Peruvian rain forest. Biotropica. 1999;31: 145–158.

60. Braga RF, Carvalho R, Andresen E, Anjos DV, Alves-Silva E, Louzada J. Quantification of four different post-dispersal seed deposition patterns after dung beetle activity. J Trop Ecol. 2017;33: 407–410.

61. del Amo S, Gómez-Pompa A. Crecimiento de estados juveniles de plantas en selva tropical húmeda. In: Gómez-Pompa A, del Amo S, Vásquez-Yanes C, editors. Investigaciones sobre la regeneración de selvas altas en Veracruz, México. Ciudad de México: Continental; 1976. pp. 549–565.

62. Traveset A, Robertson AW, Rodríguez-Pérez J. A review on the role of endozoochory in seed germination. In: Dennis AJ, Schupp EW, Green RJ, Westcott DA, editors. Seed dispersal: theory and its application in a changing world. Wallingford: CABI Publishing; 2007. pp. 78–103.

63. Milotić T, Hoffmann M. Reduced germination success of temperate grassland seeds sown in dung: consequences for post‐dispersal seed fate. Plant Biol. 2016;18: 1038–1047. doi: 10.1111/plb.12506 27617427

64. Kitajima K. Cotyledon functional morphology, patterns of seed reserve utilization and regeneration niches of tropical tree seedlings. In: Swaine MD, editor. The ecology of tropical forest tree seedlings. Paris: UNESCO and the Parthenon Publishing Group; 1996. pp. 193–210.

65. Ibarra-Manríquez G, Martínez Ramos M, Oyama K. Seedling functional types in a lowland rain forest in Mexico. Am J Bot. 2001;88: 1801–1812. 21669613


Článok vyšiel v časopise

PLOS One


2019 Číslo 10
Najčítanejšie tento týždeň
Najčítanejšie v tomto čísle
Kurzy

Zvýšte si kvalifikáciu online z pohodlia domova

Aktuální možnosti diagnostiky a léčby litiáz
nový kurz
Autori: MUDr. Tomáš Ürge, PhD.

Všetky kurzy
Prihlásenie
Zabudnuté heslo

Zadajte e-mailovú adresu, s ktorou ste vytvárali účet. Budú Vám na ňu zasielané informácie k nastaveniu nového hesla.

Prihlásenie

Nemáte účet?  Registrujte sa

#ADS_BOTTOM_SCRIPTS#