#PAGE_PARAMS# #ADS_HEAD_SCRIPTS# #MICRODATA#

Shift in trophic niches of soil microarthropods with conversion of tropical rainforest into plantations as indicated by stable isotopes (15N, 13C)


Authors: Alena Krause aff001;  Dorothee Sandmann aff001;  Sarah L. Bluhm aff001;  Sergey Ermilov aff002;  Rahayu Widyastuti aff003;  Noor Farikhah Haneda aff004;  Stefan Scheu aff001;  Mark Maraun aff001
Authors place of work: University of Göttingen, J.F. Blumenbach Institute of Zoology and Anthropology, Göttingen, Germany aff001;  Tyumen State University, Tyumen, Russia aff002;  Bogor Agricultural University-IPB, Department of Soil Sciences and Land Resources, Bogor, Indonesia aff003;  Bogor Agricultural University-IPB, Department of Silviculture; Faculty of Forestry, Bogor, Indonesia aff004
Published in the journal: PLoS ONE 14(10)
Category: Research Article
doi: https://doi.org/10.1371/journal.pone.0224520

Summary

Land-use change is threatening biodiversity worldwide, affecting above and below ground animal communities by altering their trophic niches. However, shifts in trophic niches with changes in land use are little studied and this applies in particular to belowground animals. Oribatid mites are among the most abundant soil animals, involved in decomposition processes and nutrient cycling. We analyzed shifts in trophic niches of six soil-living oribatid mite species with the conversion of lowland secondary rainforest into plantation systems of different land-use intensity (jungle rubber, rubber and oil palm monoculture plantation) in two regions of southwest Sumatra, Indonesia. We measured stable isotope ratios (13C/12C and 15N/14N) of single oribatid mite individuals and calculated shifts in stable isotope niches with changes in land use. Significant changes in stable isotope ratios in three of the six studied oribatid mite species indicated that these species shift their trophic niches with changes in land use. The trophic shift was either due to changes in trophic level (δ15N values), to changes in the use of basal resources (δ13C values) or to changes in both. The trophic shift generally was most pronounced between more natural systems (rainforest and jungle rubber) on one side and monoculture plantations systems (rubber and oil palm plantations) on the other, reflecting that the shifts were related to land-use intensity. Although trophic niches of the other three studied species did not differ significantly between land-use systems they followed a similar trend. Overall, the results suggest that colonization of very different ecosystems such as rainforest and intensively managed monoculture plantations by oribatid mite species likely is related to their ability to shift their trophic niches, i.e. to trophic plasticity.

Keywords:

Ecosystems – Predation – Oil palm – Rubber – Mites – Rainforests – Stable isotopes – Jungles

Introduction

Due to the worldwide growing human population and the associated rising need for food, fuel and fiber, transformation and degradation of landscapes rapidly increased over the last decades [14]. This is especially true for tropical regions where rainforest is rapidly and continuously transformed into different land-use systems, such as oil palm and rubber plantations [57]. Within the humid tropics Southeast Asia is one of the hotspots of recent deforestation with the highest loss of primary rainforest occurring in Sumatra (Indonesia) on average 0.40 Mha per year between 2009 and 2011 [810]. Notably, these hotspots of deforestation are located in regions with the highest biodiversity and highest level of endemism worldwide [6,11,12]. It has been shown that land-use intensification in the tropics affects diversity and biomass of soil animals including centipedes, earthworms and oribatid mites [5,1317], which in turn may affect decomposition and nutrient cycling provided by these organisms. Oribatid mites are among of the most abundant soil arthropods worldwide and involved in decomposition processes and nutrient cycling [18,19]. There are more than 11,000 described species [20] with the true number of species likely exceeding 50,000 [21]. Oribatid mites can reach densities of up to 200,000 ind./m2 in forest soils of temperate regions whereas in tropical regions densities typically are in the range of 30,000–40,000 ind./m2 [18,22,23]. Oribatid mites are trophically diverse and stable isotope analyses suggest that they span over about four trophic levels including lichen feeders, fungal feeders, primary and secondary decomposers as well as predators/scavengers [2426].

Trophic position and trophic interactions characterize species and their role in ecosystem functioning and services. For many ecosystem functions, such as decomposition, nutrient cycling, carbon sequestration, primary production and crop yield, the soil decomposer system is essential [27,28]. The trophic structure of animal communities can be evaluated by analyzing natural variations in 15N/14N and 13C/12C ratios [2931]. Animal tissue typically is enriched in 15N as compared to their food resource by about 3 and for 13C by about 1 δ unit per trophic level, however, the enrichment may vary between trophic guilds and also between taxa [30,32,33]. Thereby, 15N values allow estimating trophic levels [34,35], whereas 13C is used to identify basal food resources since 13C values change little across trophic levels [29]. Stable isotopes have been used widely to analyze trophic niches of soil invertebrates [22,3639] including earthworms [40], ants [41], springtails [42], gamasid mites [43] and oribatid mites [17,26,38]. However, until today stable isotopes rarely have been used to investigate how trophic niches of soil animal taxa are affected by changes in land-use [44,45].

Forest transformation and land-use intensification strongly affect animal and plant taxa, and the changes typically are associated by the loss of species [4648]. An important mechanism to cope with environmental alterations such as land-use change is to respond in a plastic way by shifting trophic niches and adapt to the resources available locally. Trophic plasticity, therefore, may prevent extinction and thereby support biodiversity in converted ecosystems. Until today ecological plasticity mostly has been investigated in aquatic taxa, such as fish [4951] and gastropods [52]. These studies, however, focused on changes in morphology and behavior due to changing environmental factors rather than on trophic plasticity. Few studies investigated trophic shifts in soil animals. Klarner et al. [13] showed that centipede predators switch their diet from feeding on secondary decomposers in rainforest to less 13C enriched prey in oil palm plantations. Investigating variations in stable isotope ratios in oribatid mites from temperate ecosystems Gan et al. [52] found oribatid mite species numbers to decline in global change scenarios since trophic specialists will likely go extinct. However, these findings may have been biased as the stable isotope data they used were based on pooled individuals which reduced intraspecific variability. Measuring pooled individuals may reduce the variation in the data and thereby erroneously point to specialist feeding. These restrictions may be circumvented as recent improvements allow to measure stable isotope ratios of small samples [53] including single individuals of soil microarthropod species.

The current study formed part of the interdisciplinary project “Ecological and socioeconomic functions of tropical lowland rainforest transformation systems” (EFForTS), established in Jambi Province, southwest Sumatra (Indonesia) [12]. By measuring natural variations in 15N/14N and 13C/12C ratios of individual specimens, we analyzed trophic niches of six soil living oribatid mite species occurring in rainforest and three major rainforest-transformation systems in Southeast Asia, i.e. rubber agroforest (“jungle rubber”), and rubber and oil palm monoculture plantations. We will further refer to those four system in the following as the four land-use systems (rain forest, jungle rubber, rubber, oil palm). We hypothesized that (1) oribatid mite species adapt to environmental changes in transformed ecosystems by shifting their trophic niche, and that (2) the shifts are more pronounced in 13C than in 15N as changes in land-use systems more strongly affect basal resources (as indicated by 13C) than trophic levels (as indicated by 15N).

Material and methods

Study sites

Soil samples were taken in two regions of Jambi Province, Bukit Duabelas (2° 0’ 57” S, 120° 45’ 12” E) and Harapan (1° 55’ 40” S, 103° 15’ 33” E). In each region four different land-use systems were investigated: rainforest, jungle rubber, rubber and oil palm plantations [12]. Rainforest sites were secondary rainforest which had been selectively logged about 20–30 years ago. Jungle rubber originated from enrichment of rainforest with rubber trees (Hevea brasiliensis) and includes rainforest trees. Jungle rubber sites were used to represent rainforest conversion systems of low land-use intensity lacking fertilizer input and herbicide application. Rubber as well as oil palm (Elaeis guineensis) monocultures were intensively managed plantations of an average age of 13 to 14 years. These systems were chosen to represent high land-use intensity plantation systems. Four replicates of each land-use system (rainforest, jungle rubber, rubber and oil palm plantations) in the two landscapes (Bukit Duabelas, Harapan) were established, resulting in 32 plots; in each plot samples were taken from three subplots, resulting in a total of 96 samples. Each plot spanned 50 x 50 m and the subplots 5 x 5 m [12]. For more details of the study site see Drescher et al. [12]. At both landscapes (Bukit Duabelas, Harapan) acrisols dominated. Soils with a clay texture dominanted in Bukit Duabelas, whereas soils with a sandy loam texture dominated in Harapan. All study sites were at similar altitudes varying between 50 and 100 m a.s.l. [54].

Sampling, extraction and species determination

Samples of 16 x 16 cm comprising the litter layer and the underlying 0–5 cm of the mineral soil were taken in October/November 2013. The two layers were separated, transported to the laboratory and extracted by heat [55]. Oribatid mites were determined to species / morphospecies level using Balogh & Balogh [56] and ascribed to feeding guilds including lichen feeders, primary decomposer, secondary decomposer/fungal feeders and predators/scavengers based on Maraun et al. [38]. Species and morphospecies were documented by taking pictures, linked with morphological traits and species identification numbers (species ID), and included into Ecotaxonomy database (http://ecotaxonomy.org/). Animals were stored in 70% ethanol until further analysis.

Stable isotope analysis

The six most abundant oribatid mite species of 220 species overall (D. Sandmann, unpubl. data) occurring in each of the land-use systems in both landscapes were selected for stable isotope analysis, i.e. Plonaphacarus kugohi (Aoki, 1959) (Ecotaxonomy species ID 405729), Protoribates paracapucinus (Mahunka, 1988) (Ecotaxonomy species ID 405671), Scheloribates praeincisus (Berlese, 1910) (Ecotaxonomy species ID 405449), Bischeloribates mahunkai Subías, 2010 (Ecotaxonomy species ID 405450), Rostrozetes cf. shibai (Aoki, 1976) (Ecotaxonomy species ID 405389), und Rostrozetes sp. 1 (Ecotaxonomy species ID 405478). In total, 100 individuals of S. praeincisus, 75 of R. cf. shibai, 54 of P. paracapucinus, 44 of B. mahunkai, 19 of P. kugohi and 13 of Rostrozetes sp. 1 were analyzed.

For calibration of oribatid mite stable isotope values we measured stable isotope values of leaf litter taken from the dried litter material after extraction of the animals (ca. 2.5 g per sample). Prior to stable isotope analysis the litter was dried at 60°C for 24 h and ground in a ball mill (Retsch Mixer Mill MM200, Haan, Germany). For measuring stable isotope values of Oribatida, single individuals were used. Oribatid mite specimens were dried at 60°C for 24 h and weighed into tin capsules. Between one and three individuals from each of the transformation systems of both landscapes were measured (S1 Table). Stable isotope values were determined by a coupled system of an elemental analyzer (NA 1500, Carlo Erba, Milan, Italy) and a mass spectrometer (MAT 251, Finnigan, Bremen, Germany) adopted for the analysis of small sample sizes [53]. The content of 13C and 15N was expressed using the δ notation with δX (‰) = (Rsample−Rstandard) / Rstandard x 1000, with X representing the target isotope (15N or 13C) and Rsample and Rstandard the 13C/12C and 15N/14N ratios, respectively. As standard for 13C and 15N analyses Vienna PD Belemnite [57] and nitrogen in atmospheric air were used, respectively. Acetanilid was used as internal standard.

Statistical analysis

Means of δ13C and δ15N values of the three litter samples per plot were used as plot-specific litter δ13C and δ15N values. Differences between plot-specific litter δ13C and δ15N values and the overall mean litter δ13C and δ15N values (across all plots, landscapes and land-use systems) were used to adjust individual δ13C and δ15N values of oribatid mites per plot which allowed direct comparison of stable isotope values of oribatid mites across plots. The procedure resembles the calculation of Δ values but allows to present data relative to the overall mean litter δ13C and δ15N values. Calibrated data were used for all further analysis. Based on these values average δ13C and δ15N values of oribatid mite species across plots, land-use systems and landscapes were calculated. Further variations in δ13C and δ15N values within species across the four different land-use systems were inspected using the standard deviation (SD) of stable isotope values within species per plot (S2 Table). Oribatid mites were ascribed to trophic levels assuming a trophic enrichment of 15N by 3.4‰ per trophic level except for primary decomposers for which we used a value of 1.7‰ as they typically are less enriched than consumers of higher trophic level [30,58].

Statistical analyses were performed using R v 3.5.2 [59] with R studio interface (RStudio, Inc.). Normality and variance homogeneity were inspected using diagnostic plots. We did not check for overfitting in the model with all species but as we also inspected each species separately and found stable isotope values to vary significantly with land-use systems overfitting in the model with all species is unlikely. Differences in the variation of δ13C and δ15N values across land-use systems were inspected using a linear mixed effects model as implemented in the lme4 package [60]. Fixed factors were species identity and land-use system, with ‘PlotID’ included as random factor. Significant differences between fixed factors were inspected using the Anova function. Differences in each δ13C and δ15N values between species were inspected using a linear mixed effects model as implemented in the nlme package [61]. Species identity and land-use systems were used as fixed factors and a random factor ‘PlotID’ was included to account for multiple sampling per plot. The significance of the fixed factors were inspected using the Anova function. Pairwise differences between the different land-use systems were inspected using the glht package [62] with ‘Tukey’s pairwise contrasts’. Data provided in text and figures are given as means ± 1 SD.

Results

Diagnostic plots of standard deviation against mean δ13C and δ15N showed that the data were distributed normally. Stable isotope values of the combined dataset differed significantly between the six oribatid mite species across land-use systems (χ25,305 = 60.56, p < 0.001 for 13C, and χ25,305 = 78.74, p < 0.0001 for 15N). Variation in stable isotope values within species differed significantly between land-use systems for 15N but not for 13C (χ23,63 = 8.53, p = 0.036 and χ23,63 = 3.85, p = 0.279, respectively; S2 Fig). Variations in δ15N values were similar in rainforest, jungle rubber and rubber plantations (SD of -0.10 ‰, -0.67 ‰ and 0.76 ‰, respectively) but significantly higher in oil palm plantations (SD of 0.62 ‰). Individual mixed effects models for each δ13C and δ15N values in these species indicated that these shifts were due to changes in δ15N values in S. praeincisus and R. cf. shibai23,100 = 17.14, p < 0.001 for S. praeincisus, χ23,54 = 10.36, p = 0.016 for R. cf. shibai), with δ15N values being lowest in rainforest and highest in rubber plantations in S. praeincisus, and being highest in jungle rubber and similarly low in rubber and oil palm plantations as well as in rainforest in R. cf. shibai (Tukey’s HSD test; rubber vs. rainforest p < 0.001 for S. praeincisus, jungle rubber vs. rainforest p = 0.025, jungle rubber vs. oil palm p = 0.040, jungle rubber vs. rubber p = 0.022 for R. cf. shibai; Fig 1).

Fig. 1. Stable isotope (δ13C and δ15N) values of oribatid mite species [Scheloribates praeincisus (Berlese, 1910), Rostrozetes sp. 1 and Rostrozetes cf. shibai (Aoiki, 1976)] in the four land-use systems studied (rainforest, jungle rubber, rubber and oil palm plantations).
Stable isotope (δ<sup>13</sup>C and δ<sup>15</sup>N) values of oribatid mite species [<i>Scheloribates praeincisus</i> (Berlese, 1910), <i>Rostrozetes</i> sp. 1 and <i>Rostrozetes</i> cf. <i>shibai</i> (Aoiki, 1976)] in the four land-use systems studied (rainforest, jungle rubber, rubber and oil palm plantations).
Means with standard deviations; numbers of measurements per species are given in brackets. The average stable isotope value of litter used for calibration (see Methods) is given as reference. Dashed horizontal lines reflect boundaries of trophic levels (primary decomposers, secondary decomposers and predators; see Methods). For statistical analysis see text.

In addition to δ15N, shifts in the trophic niche of R. cf. shibai with land-use system also was due to changes in δ13C values and this was also true for Rostrozetes sp. 1 (χ23,13 = 28.59, p < 0.001 for Rostrozetes sp. 1; χ23,54 = 13.77, p = 0.003 for R. cf. shibai). δ13C values of Rostrozetes sp. 1 in oil palm plantations were significantly lower than those in each of the other land-use systems, whereas δ13C values of R. cf. shibai were significantly lower in oil palm and rubber plantations than in jungle rubber and rainforest (Tukey’s HSD test; oil palm vs. rainforest p = 0.008, oil palm vs. jungle rubber p < 0.001, oil palm vs. rubber p = 0.012 for Rostrozetes sp. 1; rubber vs. rainforest p = 0.018, rubber vs. jungle rubber = 0.018 for R. cf. shibai). Although not significant, δ15N values for Rostrozetes sp. 1 also varied between land-use systems. Mean 15N values classified Rostrozetes sp. 1 as secondary decomposer in rainforest, jungle rubber and oil palm plantations, but as predator/scavenger in rubber plantations.

Although stable isotope values of the other three studied oribatid mite species (B. mahunkai, P. kugohi and P. paracapucinus) did not differ significantly among the four land-use systems (Anova; p > 0.05 for all three species), their position varied in isotope space in particular along the δ13C axis, resulting in a separation of rainforest and jungle rubber from rubber and oil palm plantations in each of the species thereby resembling the shift in Rostrozetes sp. 1 and R. cf. shibai (S1 Fig).

Discussion

Based on stable isotope analysis trophic niches of oribatid mites–and soil arthropods in general–have been assumed to vary little at the landscape level [17,24,26,36,6366] as well as between forest types [26,36]. The results of our study are in contrast to these earlier studies where oribatid mite trophic niches were proposed to be rather stable and narrow.

Trophic niches of species

The six studied oribatid mite species which occurred in each of the land-use systems spanned three trophic levels including primary and secondary decomposers as well as predators/scavengers, which is conform to earlier studies [24,26,38]. Additionally, intraspecific variation in δ15N values were significantly higher in oil palm plantations than in the other three land-use systems. Presumably, this was due to the lack of primary decomposers in oil palm plantations (which only feed on one trophic level, plant litter) and the presence of only higher trophic level species such as secondary decomposers and predators/scavengers, which are more likely to engage in omnivory and intraguild predation. Bischeloribates mahunkai grouped as predator/scavenger in rainforest, rubber and oil palm plantations, but as secondary decomposer in jungle rubber. Protoribates paracapucinus grouped as secondary decomposer in rainforest and jungle rubber, but as predator in rubber and oil palm plantations. Scheloribates praeincisus and P. kugohi uniformly grouped as primary decomposers in rainforest and as secondary decomposers in the other three land-use systems. Although predominantly grouped as secondary decomposers, Rostrozetes sp. 1 and R. cf. shibai were grouped as predators/scavengers in rubber plantations and jungle rubber. Overall, the results confirm that oribatid mites predominantly function as secondary decomposers feeding on microorganisms, in particular fungi, however, they also indicate that in part they feed on animal prey, presumably nematodes [67,68], or live as scavengers. High trophic position in B. mahunkai is conform to the suggestion of Rockett [69] that many species of Scheloribatida live as predators. However, lower trophic position of S. praeincisus suggests that this does not apply uniformly to Scheloribatida as indicated previously [70]. Grouping of Rostrozetes sp. 1 and R. cf. shibai as secondary decomposers (and in part as predators) was unexpected since another species of Rostrozetes, R. ovulum, was shown to live as primary decomposer in a tropical montane rainforest in Ecuador [24]. Plonaphacarus kugohi had the lowest 15N values and in part was grouped as primary decomposer indicating that this species feeds on litter and microorganisms confirming that Phthiracaridae/Euphthiracaridae often function as primary decomposers [38]. Primary decomposers are characterized by low fractionation of 15N which likely is related to “protein sparing”, i.e. the retaining of assimilated N in body tissue rather than excreting it due to low nitrogen supply in litter [66,7173]. However, recent laboratory studies question that this uniformly applies to oribatid mites [74]. Furthermore, high δ13C values of P. kugohi indicate that this species incorporates calcium carbonate in their exoskeleton [75,76].

Shifts in trophic niches with land use

Conform to our hypotheses, the studied oribatid mite species shifted their trophic niche with transformation of rainforest into plantation systems, however, this was only significant in three (S. praeincisus, R. cf. shibai and Rostrozetes sp. 1) of the six studied species, but in trend it also applied to the other three species. This indicates that the ability of the studied oribatid mite species to colonize very different ecosystems at least in part is due to the fact that they are trophically plastic and adapt to the changed environmental conditions in converted ecosystems by shifting their trophic niche. δ15N values of S. praeincisus and R. cf. shibai differed between the four land-use systems, e.g. δ15N values of S. praeincisus in rubber plantations were almost 4 ‰ higher than in rainforest, whereas δ15N values of R. cf. shibai in jungle rubber were almost 4 ‰ higher than in the other three land-use systems. This indicates that S. praeincisus as well as R. cf. shibai alter their resource use with conversion of rainforest/jungle rubber into plantations by shifting its trophic position. S. praeincisus altered its trophic position from primary decomposer in rainforest to secondary decomposer in plantations, presumably feeding almost exclusively on fungi in the latter. R. cf. shibai shifted its trophic position from secondary decomposer in rubber, oil palm and rainforest to predator/scavenger in jungle rubber. Notably, S. praeincisus and P. kugohi were the only species classified as primary decomposers and they only functioned as primary decomposers in rainforest. This is consistent with earlier studies stressing the lack or scarcity of primary decomposers among oribatid mite species in tropical forest ecosystems [24]. The scarcity of primary decomposers likely is related to the poor litter quality in rainforest ecosystems [7779], and the results of this study indicates that this is aggravated by conversion of rainforest into plantations as none of the species studied was classified as primary decomposer in plantations. This suggests that the conversion of rainforest into plantation systems aggravates the shortage and poor quality of litter resources for the decomposer community [13,80].

Rostrozetes sp. 1 as well as R. cf. shibai responded in a similar way to the conversion of rainforest into plantation systems as indicated by the shift in δ13C values, i.e. changes in the basal resources they are using. In both species δ13C values were similar in rainforest and jungle rubber and different from that in oil palm (Rostrozetes sp. 1) and oil palm and rubber plantations (R. cf. shibai). Soil animals typically are enriched by 3–4 δ units in 13C as compared to litter due to the “detrital shift” [30,66], and this also was true in the species studied. In Rostrozetes sp. 1 and R. cf. shibai this detrital shift was most pronounced in rainforest and jungle rubber. The more pronounced detrital shift in rainforest and jungle rubber likely reflects a shift in the use of plant litter carbon compounds towards compounds which are easy to access, such as sugars, proteins and (hemi)cellulose, rather than compounds which are difficult to access and have lower δ13C values such as lignin [30,66,8183].

Although stable isotope values in the other three studied oribatid mite species (B. mahunkai, P. kugohi and P. paracapucinus) also varied, these variations were not significant suggesting that their shifts in trophic niches were less pronounced. Notably, in particular the trophic position of B. mahunkai, classified predominantly as predator, varied little between land-use systems suggesting that this species is unable to switch from animal prey (or carcasses) to feeding on litter or microorganisms. Conform to the significant changes in trophic niches in S. praeincisus, Rostrozetes sp. 1 and R. cf. shibai, the trophic niches of B. mahunkai, P. kugohi and P. paracapucinus were more similar in rainforest and jungle rubber and separate from those in oil palm and rubber. Also, conform to the former three species, the detrital shift in δ13C in B. mahunkai, P. kugohi and P. paracapucinus was less pronounced in rubber and oil palm plantations suggesting that detritivores in these systems benefit from high quality litter of the herb layer (see above). Other studies of oribatid mite families and superfamilies showed results similar to our study on species-level [44]. However, although changes in land use on the trophic structure of soil animals may also be detected at courser taxonomic lever than species, our results indicate that land-use change even affects trophic variability within species, suggesting that to fully appreciate changes in niche space with changes in land use needs high taxonomic resolution and even the level of individuals within species [8487].

We assumed the shift in trophic niches to be mainly due to changes in the use of basal resources rather than trophic level. Contrary to this hypothesis, the significant shifts in trophic niches in S. praeincisus and Rostrozetes sp. 1 and R. cf. shibai were due to both changes in the use of basal resources (Rostrozetes sp. 1 and R. cf. shibai) as well as changes in trophic position (S. praeincisus and R. cf. shibai). Notably, the shift in δ15N values in both of the latter species occurred towards higher trophic positions suggesting that they switched towards including prey of higher trophic levels in converted ecosystems. Overall, this indicates that in particular in primary and secondary decomposers trophic plasticity plays an important role for their ability to colonize a wide range of habitats.

Conclusions

Of the six species studied occurring across the four land-use systems we detected significant shifts in trophic niches in three of them, but trophic niches of the other three species also varied in a similar way. Notably, the shifts were due to both changes in trophic position (δ15N values) as well as changes in the use of basal resources (δ13C values) with the shift in trophic position towards higher trophic levels in transformed ecosystems. The observed shifts in trophic niches are conform to the view that oribatid mites are generalist feeders able to change their diet according to changes in resource availability. Notably, the shifts in trophic niches were most pronounced between more natural systems (rainforest and jungle rubber) and high intensity land-use systems (rubber and oil palm plantations). Overall, the results suggest that the ability of oribatid mite species to colonize a wide range of land-use systems including rainforest and monoculture plantations is likely based on trophic plasticity and the ability to shift both their trophic level and the basal resource they rely on.

Supporting information

S1 Fig [tif]
Stable isotope (δC and δN) values of oribatid mite species [ Subías, 2010, (Aoki, 1959) and (Mahunka, 1988)] in the four land-use systems studied (rainforest, jungle rubber, rubber and oil palm plantations).

S2 Fig [tif]
Plotwise standard deviation of mean stable isotope (δC and δN) values of oribatid mite species in the four land-use systems studied (rainforest, jungle rubber, rubber and oil palm plantations) plotted against their stable isotope values (δC and δN).

S1 Table [xlsx]
Absolute and calibrated (see ) stable isotope values of oribatid mite individuals studied.

S2 Table [xlsx]
Standard deviation of mean stable isotope (δC and δN) values of oribatid mite species in the four land-use systems studied.


Zdroje

1. Dirzo R, Raven PH. Global state of biodiversity and loss. Annu Rev Environ Resour. 2003;28: 137–167. doi: 10.1146/annurev.energy.28.050302.105532

2. Foley JA, Defries R, Asner GP, Barford C, Bonan G, Carpenter SR, et al. Global consequences of land use. Science (80-). 2005;309: 570–574. doi: 10.1126/science.1111772 16040698

3. Gibbs HK, Ruesch AS, Achard F, Clayton MK, Holmgren P, Ramankutty N, et al. Tropical forests were the primary sources of new agricultural land in the 1980s and 1990s. Proc Natl Acad Sci USA. 2010;107: 16732–16737. doi: 10.1073/pnas.0910275107 20807750

4. Newbold T, Hudson LN, Hill SLL, Contu S, Lysenko I, Senior R a., et al. Global effects of land use on local terrestrial biodiversity. Nature. 2015;520: 45–50. doi: 10.1038/nature14324 25832402

5. Wilcove DS, Giam X, Edwards DP, Fisher B, Koh LP. Navjot’s nightmare revisited: Logging, agriculture, and biodiversity in Southeast Asia. Trends Ecol Evol. Elsevier Ltd; 2013;28: 531–540. doi: 10.1016/j.tree.2013.04.005 23764258

6. Sodhi NS, Posa MRC, Lee TM, Bickford D, Koh LP, Brook BW. The state and conservation of Southeast Asian biodiversity. Biodivers Conserv. 2010;19: 317–328. doi: 10.1007/s10531-009-9607-5

7. Meijide A, Badu CS, Moyano F, Tiralla N, Gunawan D, Knohl A. Impact of forest conversion to oil palm and rubber plantations on microclimate and the role of the 2015 ENSO event. Agric For Meteorol. 2018;252: 208–2019. doi: 10.1016/j.agrformet.2018.01.013

8. Laumonier Y, Uryu Y, Stüwe M, Budiman A, Setiabudi B, Hadian O. Eco-floristic sectors and deforestation threats in Sumatra: Identifying new conservation area network priorities for ecosystem-based land use planning. Biodivers Conserv. 2010;19: 1153–1174. doi: 10.1007/s10531-010-9784-2

9. Miettinen J, Shi C, Liew SC. Deforestation rates in insular Southeast Asia between 2000 and 2010. Glob Chang Biol. 2011;17: 2261–2270. doi: 10.1111/j.1365-2486.2011.02398.x

10. Margono BA, Potapov P V., Turubanova S, Stolle F, Hansen MC. Primary forest cover loss in indonesia over 2000–2012. Nat Clim Chang. 2014;4: 730–735. doi: 10.1038/nclimate2277

11. Myers N, Mittermeier RA, Mittermeier CG, da Fonseca GA, Kent J. Biodiversity hotspots for conservation priorities. Nature. 2000;403: 853–8. doi: 10.1038/35002501 10706275

12. Drescher J, Rembold K, Allen K, Beckscha P, Buchori D, Clough Y, et al. Ecological and socio-economic functions across tropical land use systems after rainforest conversion. Philos Trans R Soc Lond B Biol Sci. 2016;231: 1–7. doi: 10.1098/rstb.2015.0275 27114577

13. Klarner B, Winkelmann H, Krashevska V, Maraun M, Widyastuti R, Scheu S. Trophic niches, diversity and community composition of invertebrate top predators (Chilopoda) as affected by conversion of tropical lowland rainforest in Sumatra (Indonesia). PLoS One. 2017; 1–17. doi: 10.1371/journal.pone.0180915 28763453

14. Lavelle P, Decaëns T, Aubert M, Barot S, Blouin M, Bureau F, et al. Soil invertebrates and ecosystem services. Eur J Soil Biol. 2006;42. doi: 10.1016/j.ejsobi.2006.10.002

15. Lavelle P, Bignell D, Lepage M, Wolters W, Roger P, Ineson P, et al. Soil function in a changing world: The role of invertebrate ecosystem engineers. Eur J Soil Biol. 1997;33: 159–193. doi: 35400007052344.0010

16. Whalen J, Sampedro L. Soil ecology and management. CAB International. CABI; 2010.

17. Erdmann G, Otte V, Langel R, Scheu S, Maraun M. The trophic structure of bark-living oribatid mite communities analysed with stable isotopes (15N,13C) indicates strong niche differentiation. Exp Appl Acarol. 2007;41: 1–10. doi: 10.1007/s10493-007-9060-7 17333459

18. Maraun M, Scheu S. The structure of oribatid mite communities (Acari, Oribatida): Patterns, mechanisms and implications for future research. Source: Ecography. 2000;23: 374–383. doi: 10.1139/x03-284

19. Bardgett R. The biology of soil: A community and ecosystem approach. Oxford University Press; 2005.

20. Subías LS, Shtanchaeva UY, Arillo A. Listado de los ácaros oribátidos (Acariformes, Oribatida) de las diferentes regiones biogeográficas del mundo (6 actzalización). 2018;1939: 1–874.

21. Walter DE, Proctor HC. Mites: Ecology, Evolution & Behaviour. 2013. p. 494.

22. Maraun M, Schatz H, Scheu S. Awesome or ordinary? Global diversity patterns of oribatid mites. Ecography (Cop). 2007;30: 209–216.

23. Scheu S, Illig J, Eissfeller V, Krashevska V, Sandmann D, Maraun M. The soil fauna of a tropical mountain rainforest in southern Ecuador: Structure and functioning. Gradstein S. R., Homeier J., D. G (eds., editor. The tropical mountain forest. Patterns and Processes in a Biodiversity Hotspots. Biodiversity and Ecology Series 2. Göttingen, Universitätsverlag; 2008. pp. 79–96.

24. Illig J, Langel R, Norton RA., Scheu S, Maraun M. Where are the decomposers? Uncovering the soil food web of a tropical montane rain forest in southern Ecuador using stable isotopes (15N). J Trop Ecol. 2005;21: 589–593. doi: 10.1017/S0266467405002646

25. Maaß S, Maraun M, Scheu S, Rillig MC, Caruso T. Environmental filtering vs. resource-based niche partitioning in diverse soil animal assemblages. Soil Biol Biochem. Elsevier Ltd; 2015;85: 145–152. doi: 10.1016/j.soilbio.2015.03.005

26. Schneider K, Migge S, Norton RA, Scheu S, Langel R, Reineking A, et al. Trophic niche differentiation in soil microarthropods (Oribatida, Acari): Evidence from stable isotope ratios (15N/14N). Soil Biol Biochem. 2004;36: 1769–1774. doi: 10.1016/j.soilbio.2004.04.033

27. Powers JS, Montgomery R a., Adair EC, Brearley FQ, Dewalt SJ, Castanho CT, et al. Decomposition in tropical forests: A pan-tropical study of the effects of litter type, litter placement and mesofaunal exclusion across a precipitation gradient. J Ecol. 2009;97: 801–811. doi: 10.1111/j.1365-2745.2009.01515.x

28. Hooper DU, Chapin F, Ewel J, Hector A, Inchausti P, Lavorel S, et al. Effects of biodiversity on ecosystem functioning: a consensus of current knowledge. Ecol Monogr. 2005;10: 3–35. doi: 10.1890/04-0922

29. Wada E, Mizutani H, Minagawa M. The use of stable isotopes for food web analysis. Crit Rev Food Sci Nutr. 1991;30(4): 361–371. doi: 10.1080/10408399109527547 1910519

30. Potapov AM, Tiunov A V., Scheu S. Uncovering trophic positions and food resources of soil animlas using bulk natural stable isotope composition. Biol Rev. 2019;94: 37–59. doi: 10.1515/jpem-2016-0111

31. Boecklen WJ, Yarnes CT, Cook BA, James AC. On the use of stable isotopes in trophic ecology. Annu Rev Ecol Evol Syst. 2011;42: 411–440. doi: 10.1146/annurev-ecolsys-102209-144726

32. Post DM. Using stable isotopes to estimate trophic position: Models, methos, and assumptions. Ecology. 2002;83: 703–718. doi: 10.2307/3071875

33. McCutchan JH, Lewis WM, Kendall C, McGrath CC. Variation in trophic shift for stable isotope ratios of carbon, nitrogen, and sulfur. Oikos. 2003;102: 378–390. doi: 10.1034/j.1600-0706.2003.12098.x

34. DeNiro MJ, Epstein S. Influence of diet on the distribution of nitrogen isotopes in animals. Geochim Cosmochim Acta. 1978;45: 341–351. doi: 10.1016/0016-7037(81)90244-1

35. Kreipe V, Corral-Hernández E, Scheu S, Schaefer I, Maraun M. Phylogeny and species delineation in European species of the genus Steganacarus (Acari, Oribatida) using mitochondrial and nuclear markers. Exp Appl Acarol. Springer International Publishing; 2015; 173–186. doi: 10.1007/s10493-015-9905-4 25860859

36. Scheu S, Falca M. The soil food web of two beech forests (Fagus sylvatica) of contrasting humus type: Stable isotope analysis of a macro- and a mesofauna-dominated community. Oecologia. 2000;123: 285–296. doi: 10.1007/s004420051015 28308733

37. Halaj J, Peck RW, Niwa CG. Trophic structure of a macroarthropod litter food web in managed coniferous forest stands: A stable isotope analysis with δ15N and δ13C. Pedobiologia (Jena). 2005;49: 109–118. doi: 10.1016/j.pedobi.2004.09.002

38. Maraun M, Erdmann G, Fischer BM, Pollierer MM, Norton RA, Schneider K, et al. Stable isotopes revisited: Their use and limits for oribatid mite trophic ecology. Soil Biol Biochem. Elsevier Ltd; 2011;43: 877–882. doi: 10.1016/j.soilbio.2011.01.003

39. Tiunov A V. Stable isotopes of carbon and nitrogen in soil ecological studies. Biol Bull. 2007;34: 395–407. doi: 10.1134/S1062359007040127

40. Martin A, Balesdent J, Mariotti A. Earthworm diet related to soil organic matter dynamics through 13C measurments. Oecologia. 1992;91: 23–29. doi: 10.1007/BF00317236 28313369

41. Rosumek FB, Blüthgen N, Brückner A, Menzel F, Gebauer G, Heethoff M. Unveiling community patterns and trophic niches of tropical and temperate ants using an integrative framework of field data, stable isotopes and fatty acids. PeerJ. 2018;6. doi: 10.7717/peerj.5467 30155364

42. Chahartaghi M, Langel R, Scheu S, Ruess L. Feeding guilds in Collembola based on nitrogen stable isotope ratios. Soil Biol Biochem. 2005;37: 1718–1725. doi: 10.1016/j.soilbio.2005.02.006

43. Klarner B, Maraun M, Scheu S. Trophic diversity and niche partitioning in a species rich predator guild—Natural variations in stable isotope ratios (13C/12C, 15N/14N) of mesostigmatid mites (Acari, Mesostigmata) from Central European beech. Soil Biol Biochem. Elsevier Ltd; 2013;57: 327–333. doi: 10.1016/j.soilbio.2012.08.013

44. Minor MA, Ermilov SG, Tiunov A V. Taxonomic resolution and functional traits in the analysis of tropical oribatid mite assemblages. Exp Appl Acarol. Springer International Publishing; 2017;73: 365–381. doi: 10.1007/s10493-017-0190-2 29128984

45. Lagerlöf J, Maribie C, John JM. Trophic interactions among soil arthropods in contrasting land-use systems in Kenya, studied with stable isotopes. Eur J Soil Biol. 2017;79: 31–39. doi: 10.1016/j.ejsobi.2017.01.002

46. Flynn DFB, Gogol-Prokurat M, Nogeire T, Molinari N, Richers BT, Lin BB, et al. Loss of functional diversity under land use intensification across multiple taxa. Ecol Lett. 2009;12: 22–33. doi: 10.1111/j.1461-0248.2008.01255.x 19087109

47. Koh LP, Wilcove DS. Is oil palm agriculture really destroying tropical biodiversity? Conserv Lett. 2008;1: 60–64. doi: 10.1111/j.1755-263X.2008.00011.x

48. Barnes AD, Jochum M, Mumme S, Haneda NF, Farajallah A, Widarto TH, et al. Consequences of tropical land use for multitrophic biodiversity and ecosystem functioning. Nat Commun. Nature Publishing Group; 2014;5: 1–7. doi: 10.1038/ncomms6351 25350947

49. Bowen SH, Allanson BR. Behavioral and trophic plasticity of juvenile Tilapia mossambica in utilization of the unstable littoral habitat. Environ Biol Fishes. 1982;7: 357–362. doi: 10.1007/BF00005570

50. Almeida D, Almodóvar A, Nicola GG, Elvira B, Grossman GD. Trophic plasticity of invasive juvenile largemouth bass Micropterus salmoides in Iberian streams. Fish Res. Elsevier B.V.; 2012;113: 153–158. doi: 10.1016/j.fishres.2011.11.002

51. Drymon JM, Powers SP, Carmichael RH. Trophic plasticity in the Atlantic sharpnose shark (Rhizoprionodon terraenovae) from the north central Gulf of Mexico. Environ Biol Fishes. 2012;95: 21–35. doi: 10.1007/s10641-011-9922-z

52. Riera P. Trophic plasticity of the gastropod Hydrobia ulvae within an intertidal bay (Roscoff, France): A stable isotope evidence. J Sea Res. Elsevier B.V.; 2010;63: 78–83. doi: 10.1016/j.seares.2009.10.001

53. Langel R, Dyckmans J. Combined 13C and 15N isotope analysis on small samples using a near-conventional elemental analyzer/isotope ratio mass spectrometer setup. Rapid Commun Mass Spectrom. 2014;28: 1019–1022. doi: 10.1002/rcm.6878 24677523

54. Guillaume T, Damris M, Kuzyakov Y. Losses of soil carbon by converting tropical forest to plantations: Erosion and decomposition estimated by δ13C. Glob Chang Biol. 2015;21: 3548–3560. doi: 10.1111/gcb.12907 25707391

55. Kempson D, Monte L, Ghelardi R. A new extractor for woodland litter. Pedobiologia 3, 1–21. 1963;

56. Balogh P, Balogh J. The soil mites of the world: Vol. 3: Oribatid mites of the neotropical region II. 3rd ed. Elsevier; 2012.

57. Coplen TB, Hopple JA, Boehike JK, Peiser HS, Rieder SE. Compilation of minimum and maximum isotope ratios of selected elements in naturally occurring terrestrial materials and reagents. 2002 pp. 1–110.

58. Vanderklift M a., Ponsard S. Sources of variation in consumer-diet δ15N enrichment: A meta-analysis. Oecologia. 2003;136: 169–182. doi: 10.1007/s00442-003-1270-z 12802678

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

60. Bates D, Maechler M, Bolker B, Walker S. Fitting Linear Mixed-Effects Models Using lme4. J Stat Softw. 2015;67: 1–48.

61. Pinheiro J, Bates D, DebRoy S, Sarkar D. Linear and nonlinear mixed effects models. R Packag version. 2007;3: 1–89.

62. Hothorn T, Bretz F, Westfall P. Simultaneous inference in general parametric models. Biometrical J. 2008;50: 346–363.

63. Fischer BM, Schatz H, Maraun M. Community structure, trophic position and reproductive mode of soil and bark-living oribatid mites in an alpine grassland ecosystem. Exp Appl Acarol. 2010;52: 221–237. doi: 10.1007/s10493-010-9366-8 20490626

64. Gan H, Zak DR, Hunter MD. Trophic stability of soil oribatid mites in the face of environmental change. Soil Biol Biochem. Elsevier Ltd; 2014;68: 71–77. doi: 10.1016/j.soilbio.2013.09.019

65. Perdomo G, Evans A, Maraun M, Sunnucks P, Thompson R. Mouthpart morphology and trophic position of microarthropods from soils and mosses are strongly correlated. Soil Biol Biochem. 2012;53: 56–63. doi: 10.1016/j.soilbio.2012.05.002

66. Pollierer MM, Langel R, Scheu S, Maraun M. Compartmentalization of the soil animal food web as indicated by dual analysis of stable isotope ratios (15N/14N and13C/12C). Soil Biol Biochem. Elsevier Ltd; 2009;41: 1221–1226. doi: 10.1016/j.soilbio.2009.03.002

67. Heidemann K, Scheu S, Ruess L, Maraun M. Molecular detection of nematode predation and scavenging in oribatid mites: Laboratory and field experiments. Soil Biol Biochem. Elsevier Ltd; 2011;43: 2229–2236. doi: 10.1016/j.soilbio.2011.07.015

68. Heidemann K, Hennies A, Schakowske J, Blumenberg L, Ruess L, Scheu S, et al. Free-living nematodes as prey for higher trophic levels of forest soil food webs. Oikos. 2014;123: 1199–1211. doi: 10.1111/j.1600-0706.2013.00872.x

69. Rockett CL. Nematode predation by oribatid mites (Acari: Oribatida). Int J Acarol. 1980;6: 219–224. doi: 10.1080/01647958008683222

70. Bluhm C, Scheu S, Maraun M. Oribatid mite communities on the bark of dead wood vary with log type, surrounding forest and regional factors. Appl Soil Ecol. 2015;89: 102–112. https://doi.org/10.1016/j.apsoil.2015.01.013

71. Swift MJ, Heal OW, Anderson JM. Decomposition in terrestrial ecosystems. Decomposition in terrestrial ecosystems. Univ of California Press; 1979.

72. Castellini M a., Rea LD. The biochemistry of natural fasting at its limits. Experientia. 1992;48: 575–582. doi: 10.1007/bf01920242 1612138

73. Gannes LZ, Brien DMO, Martinez C, Jun N. Stable isotopes in animal ecology: Assumptions, caveat, and a call for more laboratory experiments. Ecology. 2007;78: 1271–1276. doi: 10.1890/0012-9658(1997)078[1271:SIIAEA]2.0.CO;2

74. Heethoff M, Scheu S. Reliability of isotopic fractionation (Δ15N, Δ13C) for the delimitation of trophic levels of oribatid mites: Diet strongly affects Δ13C but not Δ15N. Soil Biol Biochem. 2016;101: 124–129. doi: 10.1016/j.soilbio.2016.07.013

75. Norton RA, Behan-Pelletier VM. Calcium carbonate and calcium oxalate as cuticular hardening agents in oribatid mites (Acari: Oribatida). Can J Zool. 1991;69: 1504–1511. https://doi.org/10.1139/z91-210

76. Pachl P, Domes K, Schulz G, Norton RA, Scheu S, Schaefer I, et al. Convergent evolution of defense mechanisms in oribatid mites (Acari, Oribatida) shows no “ghosts of predation past”. Mol Phylogenet Evol. 2012; 412–20.

77. Krashevska V, Sandmann D, Marian F, Maraun M, Scheu S. Leaf litter chemistry drives the structure and composition of soil testate amoeba communities in a tropical montane rainforest of the Ecuadorian Andes. Microb Ecol. Microbial Ecology; 2017;74: 681–690. doi: 10.1007/s00248-017-0980-4 28389728

78. Marian F, Sandmann D, Krashevska V, Maraun M, Scheu S. Leaf and root litter decomposition is discontinued at high altitude tropical montane rainforests contributing to carbon sequestration. Ecol Evol. 2017;7: 6432–6443. doi: 10.1002/ece3.3189 28861246

79. Butenschoen O, Krashevska V, Maraun M, Marian F, Sandmann D, Scheu S. Litter mixture effects on decomposition in tropical montane rainforests vary strongly with time and turn negative at later stages of decay. Soil Biol Biochem. Elsevier Ltd; 2014;77: 121–128. doi: 10.1016/j.soilbio.2014.06.019

80. Teuscher M, Gérard A, Brose U, Buchori D, Clough Y, Ehbrecht M, et al. Experimental biodiversity enrichment in oil-palm-dominated landscapes in Indonesia. Front Plant Sci. 2016;07: 1–15. doi: 10.3389/fpls.2016.01538 27799935

81. Gleixner G, Danier HJ, Werner RA, Schmidt HL. Correlations between the 13C content of primary and secondary plant products in different cell compartments and that in decomposing Basidiomycetes. Plant Physiol. 1993;102: 1287–1290. doi: 10.1104/pp.102.4.1287 12231905

82. Hobbie EA, Werner RA. Bulk carbon isotope patterns in C 3 and C 4 plants: a review and synthesis. New Phytol. 2004;161: 371–385. doi: 10.1046/j.1469-8137.2004.00970.x

83. Bowling DR, Pataki DE, Randerson JT. Carbon isotopes in terrestrial ecosystem pools and CO2 fluxes. New Phytol. 2008;178: 24–40. doi: 10.1111/j.1469-8137.2007.02342.x 18179603

84. Somerfield PJ, Clarke KR. Taxonomic levels, in marine community studies, revisited. Mar Ecol Prog Ser. 1995;127: 113–119.

85. Hirst AJ. Influence of taxonomic resolution on multivariate analyses of arthropod and macroalgal reef assemblages. Mar Ecol Prog Ser. 2006;324: 83–93.

86. Heino J. Taxonomic surrogacy, numerical resolution and responses of stream macroinvertebrate communities to ecological gradients: Are the inferences transferable among regions? Ecol Indic. 2014;36: 186–194.

87. Hanna C, Naughton I, Boser C, Holway D. Testing the effects of ant invasions on non-ant arthropods with high-resolution taxonomic data. Ecol Appl. 2015;25: 1841–1850. doi: 10.1890/14-0952.1 26591450


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#