1. Introduction
Natural disturbances play a central role in maintaining the structure and diversity of tropical forests by generating spatial heterogeneity and promoting successional dynamics [
1,
2]. Among these disturbances, treefall gaps are particularly important, as they alter light availability, temperature, and humidity, thereby creating microhabitats distinct from the surrounding forest matrix [
3,
4,
5].
Treefall gaps have long been associated with increased species diversity through mechanisms such as the Intermediate Disturbance Hypothesis [
6]. Environmental differences in treefall gaps may contrast with ‘background’ conditions of intact forest canopy and influence species composition and richness [
7,
8,
9,
10]. However, recent advances in community ecology emphasize that changes in species composition, rather than richness alone, are often more informative for understanding biodiversity patterns [
11]. In this context, beta diversity partitioning provides a powerful framework to disentangle whether differences among communities are driven by species replacement or nestedness [
12,
13].
Harvestmen (Arachnida: Opiliones) are excellent model organisms for studying the effects of habitat heterogeneity due to their high sensitivity to microclimatic variations, particularly humidity and temperature [
14,
15]. As strictly predatory or omnivorous components of the cryptozoic fauna, these organisms play a critical role in nutrient cycling and energy transfer on the forest floor [
15]. Because they lack a highly waxy cuticle and are prone to rapid desiccation, their spatial distribution is tightly bound to microhabitat constraints, making them excellent bioindicators for structural forest changes and canopy disruption [
15]. Their low mobility and specific niche requirements make them prone to rapid community shifts when environmental conditions are altered [
16]. Studies have shown that habitat heterogeneity promotes high beta diversity in harvestmen assemblages, with strong species turnover sustaining distinct communities even at small spatial scales [
17]. In the Atlantic Forest, this pattern is closely associated with structural and microclimatic variables such as litter depth and canopy cover, which are directly influenced by gap formation [
18,
19,
20].
A modern approach to understanding these spatial patterns involves the partitioning of beta diversity into two distinct components: species turnover (replacement) and nestedness (loss or gain of species) [
11,
12]. Turnover occurs when species are replaced by others along environmental gradients, reflecting niche-based processes. In contrast, nestedness occurs when the species composition of a site is a subset of more diverse sites, often reflecting filtering or extinction-colonization dynamics [
21]. Discriminating between these components is crucial for conservation strategies, as it reveals whether a habitat (like a treefall gap) supports a unique set of species or merely a subset of the forest fauna.
Despite the known importance of gaps, few studies have explicitly tested how these disturbances drive the components of beta diversity in harvestmen assemblages within the Atlantic Forest. In this study, we evaluate the influence of natural treefall gaps on the community structure and beta diversity of harvestmen in a well-preserved remnant of the Atlantic Forest in southern Bahia, Brazil. We hypothesized that (i) treefall gaps harbor distinct communities compared to the forest edge and interior due to environmental filtering and (ii) the beta diversity between these habitats is driven primarily by turnover rather than nestedness, reflecting the role of gaps in increasing regional diversity through species replacement.
2. Materials and Methods
2.1. Study Area
The study was conducted in a well-preserved remnant of the Atlantic Forest located in southern Bahia, Brazil (13°48′ S, 39°10′ W;
Figure 1). This region is characterized by high biological importance and endemism, situated within the “Uruçuca-Itabuna” center of endemism. The climate is classified as Af (tropical rainforest) according to the Köppen–Geiger system, with an average annual temperature of 24 °C and annual precipitation exceeding 2000 mm, without a well-defined dry season. Rain is distributed across all months, although both annual totals and monthly patterns show considerable variability. The highest rainfall levels are usually recorded from February to July, aligning with the austral winter season.
The vegetation is characterized as Ombrophilous Dense Forest, featuring a high canopy and an abundance of epiphytes and lianas [
22]. The Floresta da Vila 5, one of the forest areas within the Reserva Ecológica da Michelin, was selected as the study site for the present research. It comprises approximately 180 hectares distributed across five hills located south of the river, with elevations ranging from 160 to 288 m, and represents the most well-preserved forest sector of the reserve.
Vegetation structure varies along a successional gradient. Younger stands are characterized by slender trees with canopy heights of 10–13 m, whereas more mature areas exhibit a well-developed upper canopy exceeding 17–20 m, indicating greater structural complexity. The forest includes representative plant species from genera such as Sloanea, Caryocar, Virola, Eriotheca, Licania, and Copaifera, reflecting advanced successional stages and high ecological value.
The Rio das Matas flows through the central portion of the area, forming small waterfalls and cascades. Additionally, numerous springs and small streams sustain moisture-dependent vegetation, including bryophytes and ferns, highlighting the ecological and hydrological importance of this forest system [
23].
2.2. Sampling Design
To evaluate the effect of environmental heterogeneity on harvestmen communities, we established a sampling design comprising three distinct habitat types (treatments): (i) Natural Treefall Gaps (Forest Clearing): areas where the canopy was naturally opened due to the fall of one or more trees; (ii) Forest Edge: areas located within a 10 m buffer from the gap boundary; and (iii) Adjacent Forest (Interior): areas of closed-canopy forest located at least 50 m away from the gap and edge. We selected five replicates for each habitat type, totaling 15 sampling sites (5 Gaps, 5 Edges, 5 Interior).
A total of 25 treefall gaps were initially identified, all exhibiting broadly similar structure on the forest floor. From this set, five gaps were selected to represent disturbances in an early stage of regeneration. The selection followed established criteria in studies of forest gap dynamics, including (i) origin from natural treefall by uprooting, ensuring a consistent disturbance mechanism; (ii) minimum area of 25 m
2, in accordance with the definition proposed by [
24]; (iii) classification within a similar size class (<150 m
2), following [
25]; and (iv) location within forest sectors presenting relatively homogeneous canopy height in the surrounding matrix, as recommended by [
26], in order to minimize structural variability unrelated to gap formation.
The characterization of these gaps as being in an early successional stage was based on field indicators widely used in the literature, including low levels of decomposition of fallen woody material, with trunks and branches still structurally intact; recent accumulation of leaf litter with limited incorporation into the soil; high light availability at the forest floor due to the absence of developed secondary vegetation; and initial regeneration marked by sparse herbaceous cover and the early establishment of pioneer seedlings.
2.3. Harvestmen Sampling
At each sampling site, harvestmen were collected using two complementary methods to ensure a representative characterization of the local fauna: (1) Standardized Nocturnal Manual Search: Two researchers conducted active searches for two hours per site (totaling four person-hours per site) during the period of peak harvestmen activity (19:00 to 22:00 h). Searches were performed on the ground, tree trunks, and shrubs up to 2 m high; (2) Leaf Litter Collection: We collected leaf litter within 1 m2 (four leaf litter samples 50 × 50 cm) plots per site. The material was sieved and carefully inspected manually during the daytime for the presence of small, litter-dwelling harvestmen, ensuring the capture of cryptic species resting within the leaf layer. Sampling was conducted across 15 sampling sites during eight field campaigns carried out at bimonthly intervals between July 2009 and October 2010.
Specimens were preserved in 70% ethanol and identified to the lowest possible taxonomic level (genus or species) by taxonomic specialists. Collected harvestmen were identified to species and deposited in the Arachnology Sector of the National Museum Rio de Janeiro, Brazil (MNRJ, curator Adriano B. Kury).
2.4. Environmental Characterization
To identify the drivers of community structure, we measured the following microclimatic and structural variables at each site: (1) Microclimate: Soil and air temperature (°C), relative humidity (%), and ambient luminosity (lux) using digital sensors. (2) Habitat Structure: Leaf litter depth (measured at four points per plot), percentage of leaf litter cover, herbaceous vegetation cover, and the volume of fallen logs and branches (m
3) (
Supplementary Table S1). To capture maximum microclimatic contrast and environmental stress caused by canopy openness, environmental variables (ambient luminosity, temperature, and humidity) were recorded at each site during peak daytime solar radiation (11:00 h to 13:00 h).
2.5. Data Analysis
Harvestmen species richness was estimated using rarefaction and extrapolation curves based on Hill numbers (q = 0) to compare the three habitats at an equal sampling effort (coverage-based and size-based rarefaction). To test for significant differences in species richness and abundance across the gap-forest gradient, we employed the non-parametric Kruskal–Wallis test, as the small sample size (N = 5) and data distribution did not meet the assumptions of normality. When significant, the Dunn’s post hoc test with Benjamini–Hochberg adjustment was applied for pairwise comparisons.
To evaluate shifts in community composition (abundance-based) among habitats, we used Permutational Multivariate Analysis of Variance (PERMANOVA), followed by Non-Metric Multidimensional Scaling (NMDS) based on the Bray–Curtis distance matrix [
27]. To identify which species were significantly associated with specific habitats (indicators), we performed an Indicator Species Analysis (IndVal) using the multipatt function, with 999 permutations. Additionally, the degree of species exclusivity and sharing among habitats was visualized using a Venn diagram.
To test our primary hypothesis, we partitioned the total beta diversity (
βsor) into its two additive components: Turnover (
βsim), representing species replacement due to environmental filtering; and Nestedness (
βsne), representing species loss or gain along a gradient [
13]. This partitioning was performed allowing us to determine if treefall gaps harbor unique assemblages or are merely subsets of the forest interior fauna.
The influence of environmental variables (litter depth, luminosity, and temperature) on harvestmen richness and abundance was evaluated using Generalized Linear Models (GLMs). For richness, a Poisson distribution was used, while for abundance, a quasi-Poisson distribution was applied to account for overdispersion. To identify the specific microclimatic or structural factors driving multivariate community shifts, a Distance-Based Redundancy Analysis (db-RDA) was performed [
28]. Prior to performing the db-RDA, the highly skewed ambient luminosity data was log-transformed [log
10(x + 1)], and all environmental vectors were normalized using z-score standardization to ensure homoscedasticity and prevent model distortion by extreme outliers.
All statistical analyses were performed in R software (v. 4.6.0) [
29]. In addition to the base functions, we used the packages “iNEXT” [
30] for diversity estimates, “betapart” [
31] for beta diversity partitioning, “vegan” [
32] for multivariate ordination and PERMANOVA, “indicspecies” [
33] for indicator species analysis, and “ggplot2” [
34] and “ggVennDiagram” [
35] for high-resolution data visualization.
4. Discussion
The most striking finding of our study is that while natural treefall gaps do not significantly alter the number of species (richness) or individuals (abundance) compared to the forest interior, they promote a radical shift in species identity. The patterns revealed by both the NMDS ordination and the Venn diagram provide clear evidence of a structured compositional gradient across the gap–edge–forest continuum. Despite the absence of significant differences in species richness among habitats, the distribution of species across these environments indicates substantial variation in community composition. Only seven species were shared among all three habitats, representing 30.4% of the total recorded richness, whereas a considerable proportion of the assemblage (56.5%) consisted of habitat-exclusive species. The remaining species were shared only between adjacent habitats (namely, forest edge and interior, and edge and gaps), while no species were simultaneously shared between forest interior and gaps. This pattern reinforces the interpretation that species turnover occurs along gradients of structural and climatic variation between habitats. This is evidenced by the high rate of turnover (~80%) and the identification of
Protimesius sp. as a robust gap indicator. Such patterns suggest that the “disturbance” caused by canopy opening does not lead to a loss of diversity or a process of biotic impoverishment but rather creates a specialized niche that maintains regional (gamma) diversity through environmental filtering [
12,
21].
The role of
Protimesius sp. (Family: Stygnidae) as a gap specialist is biologically significant. Stygnids are often found in leaf litter but are known for being more resilient to drier conditions compared to other more hygrophilic harvestmen families [
15]. The high specificity of this taxon to gaps suggests it can exploit the increased primary productivity and heat of the gaps, where higher luminosity and litter temperature act as barriers to forest-interior specialists. Additionally, the accumulation of coarse woody debris and heterogeneous litter substrates commonly found in treefall gaps may provide a greater diversity of shelter sites and foraging opportunities, potentially benefiting species capable of exploiting structurally complex microhabitats.
Although harvestmen are strictly nocturnal organisms, daytime microclimatic conditions exert a powerful environmental filtering effect. During the day, treefall gaps reach physiological extremes of elevated temperature and low humidity, forcing leaf-litter fauna to seek microstructural refugia within the remaining substrate. Therefore, daytime environmental traits dictate the physiological boundaries and immediate survival of these organisms, ultimately structuring the nocturnal foraging assemblages that we observed. This finding is further supported by the db-RDA, which shows gap-associated species plotting in the same direction as temperature and luminosity vectors. Similar patterns have been reported for arthropod communities in disturbed tropical environments, where functional traits mediate species responses to environmental gradients [
36].
This compositional uniqueness driven by elevated turnover is not restricted to the local scale. Similar patterns have been observed at broader spatial scales, where species turnover dominates harvestmen beta diversity across forest fragments, accounting for most of the compositional dissimilarity (>90%) [
17]. This reinforces the idea that environmental heterogeneity consistently promotes species replacement as a key mechanism structuring assemblages, from fine-scale disturbances such as treefall gaps to landscape-level gradients.
Interestingly, while we expected microclimate (light and temperature) to be the main driver, our statistical models identified leaf litter depth as the primary predictor for abundance and community composition. Harvestmen are highly dependent on the litter layer for shelter, humidity maintenance, and prey availability [
15,
18]. Moreover, deeper leaf litter provides greater physical space and structural complexity within the interstitial layers. This structural arrangement increases space availability, which is biologically critical for harvestmen during highly vulnerable life stages, such as molting, where individuals require vertical clearance to safely hang down from twigs or leaves within the litter matrix. Thus, deeper litter layers act both as a microclimatic buffer and a physical sanctuary for development. In treefall gaps, the accumulation of organic matter from the fallen trees, combined with increased primary productivity in the understory, likely creates a complex litter structure that supports higher abundances and a distinct set of specialist species [
19,
37].
The distinct community composition observed in treefall gaps is likely a reflection of the biological traits of certain specialist taxa. Species of the family Cosmetidae, such as Metavononoides sp.1, often exhibit higher tolerance to environmental variation and are known to exploit more open habitats within the forest matrix [
15,
19]. Conversely, the presence of Gonyleptidae specialists in the forest interior, where leaf litter depth and humidity are more stable, underscores the role of the canopy cover in providing a climatic buffer for hygrophilic lineages.
The high turnover observed suggests that gaps act as selective filters, favoring species with physiological or behavioral adaptations to increased solar radiation and lower moisture levels, buffering the physiological stress caused by increased temperature in the gaps. Although the present study did not directly evaluate functional traits, the observed patterns suggest that characteristics related to physiological tolerance to hydric stress, microhabitat use, and reproductive behavior may be selectively favored along the gap–forest gradient [
15,
18]. Habitat heterogeneity in treefall gaps may directly influence harvestmen reproductive behaviors. The accumulation of decaying wood and loose soil inside gaps may provide suitable oviposition sites in certain specialized lineages [
15,
18], whereas aggregation behaviors commonly associated with stable forest-interior environments may be less favored under the greater thermal and humidity fluctuations characteristic of canopy openings. Future studies adopting a trait-based approach could help identify the mechanisms underlying species turnover in these environments.
The significant influence of litter depth, rather than luminosity alone, suggests that the physical structure of the habitat provides a “buffer” that allows certain species to thrive in the environment of a gap. This aligns with studies showing that harvestmen respond more strongly to microhabitat structure than to broad climatic gradients in fragmented landscapes [
16].
This result is consistent with the scale-dependent framework proposed by [
38], who demonstrated that, at fine spatial scales, the structure and availability of microhabitats are the primary drivers of harvestmen diversity and composition, whereas broader-scale variables tend to play a secondary role. In particular, their findings indicate that vegetation complexity and substrate diversity generate a mosaic of ecological niches capable of sustaining distinct assemblages. In this context, our results refine this perspective by identifying leaf litter depth as a key structural component driving species sorting within this gradient, especially under the contrasting environmental conditions created by treefall gaps. Deeper litter layers likely enhance habitat suitability by buffering microclimatic extremes, increasing refuge availability, and creating a greater diversity of microhabitats for shelter, foraging, molting, and reproduction [
15,
18]. Consequently, gaps may selectively favor species capable of exploiting these structurally complex environments while excluding taxa more dependent on the stable conditions characteristic of closed-canopy forests [
36,
38]. As a result, the ecological importance of gaps lies not in increasing local richness but in promoting species replacement and enhancing beta diversity across the forest mosaic [
11,
12,
13].
From a conservation perspective, our results indicate that maintaining natural disturbance regimes is crucial. The stochastic formation of treefall gaps represents an intrinsic ecological process that enhances forest structural complexity by generating spatial and temporal heterogeneity in both habitat structure and microclimatic conditions [
3,
4]. These dynamic patches create novel environmental settings that allow the establishment and persistence of specialized species in more open and variable conditions, which are typically absent from closed-canopy environments. As a result, treefall gaps promote species addition while also driving compositional shifts, ultimately increasing overall forest richness and contributing disproportionately to regional diversity through elevated compositional heterogeneity [
14].