1. Introduction
Ecosystems are constantly modified by changing climatic conditions. Only effective interspecies cooperation can enable survival during unfavorable conditions and habitat adaptation. Long-term soil–water regime changes resulting from climate change could have profound effects, not only on aboveground ecosystem processes and productivity but also on belowground processes. Such belowground effects will subsequently have corresponding impacts on nutrient and carbon cycling in forest ecosystems [
1,
2,
3,
4,
5]. The ability of forest ecosystems to survive and adapt to climate change depends in part on how plants balance resources among their photosynthetic organs, stems, branches, reproductive organs, and root systems in a complex process that plant physiologists have struggled to understand for quite some time [
6,
7]. The role of mycorrhizae in adaptation to environmental changes includes the influence of multi-level relationships affecting the circulation of matter and energy. Arbuscular mycorrhizal fungi (AMF) are an ancient clade of mutualists and, by developing within plant cells, allow plants to adapt to stressful terrestrial conditions. Ectomycorrhizal fungi (ECMF) differ completely from AMF as they are evolutionarily younger and have hyphae that wrap around the plant root tips, thereby forming a mantle. ECMF can decompose dead matter more efficiently than AMF [
8]. On an ecosystem scale, symbiotic relationships have enormous mutual benefits. The dependence of fine root architecture on the availability of nutrients and water is not yet clear. It is, therefore, necessary to investigate symbiotic relationships that can explain their adaptive abilities, regardless of the genetic background of trees [
9]. Mycorrhizae form a very sensitive symbiotic system and are strongly dependent on soil conditions and the growing season. During the vegetation period, interactions conform to site-specific spatial and temporal patterns due to the dynamic plasticity inherent in mycorrhizal symbioses. Several authors describe the annual variability in the symbiotic structures of the same host plants grown in similar environments [
10,
11].
Poplars are especially interesting as, compared to other trees, their ability to establish symbiotic relationships with both arbuscular and ectomycorrhizal mycorrhizal fungi, which differ in their evolutionary history and morphoanatomical and physiological features [
12,
13]. The dual AM/ECM colonization of poplar roots was reportedly affected by host genotype and local environmental conditions; however, the mechanisms determining the AM/ECM ratio are poorly understood [
14]. Fine tree roots (roots < 2 mm in diameter) are a minor component of the total forest biomass but play a prominent role in forest ecosystem functioning [
15,
16,
17]. The root system of poplars was described by Ruark and Brockheim [
18] as a yet largely undefined system. Since then, numerous physiological and morphological characteristics of poplar root systems have been examined, yet researchers still claim that the function and dynamics of poplar roots, as well as their influence on whole-plant growth, remain poorly understood [
19,
20], especially the fine root fraction.
The rhizosphere is an important, intensive, and biologically active zone influencing soil properties and the buffering capacity of riparian systems. The production and turnover of fine roots can account for over 40% of the total dry-matter production in forest ecosystems [
21]. Root production rates and the degree of mycorrhizal colonization are not constant over time; however, distinct periods of increased production and symbiosis appear, thereby leading to seasonal biomass fluctuations in living roots, as well as the presence of mycorrhizal structures [
22,
23,
24]. Nevertheless, we do not yet possess comprehensive knowledge regarding the properties of fine roots and the influence of environmental factors on the structures of poplar roots and mycorrhizal communities, which are crucial for plant nutrition and tolerance towards various abiotic and biotic stress factors [
14,
25,
26]. Understanding the relationship between the functioning of fine roots of mature trees in natural sites, together with the influence of environmental factors affecting the properties of this root fraction and the degree of their mycorrhizal colonization, is critical for predicting the effects of global change [
27]. The importance of studying the structure and distribution of fine roots of mature white poplar trees for a comprehensive understanding of the functioning of natural riverside ecosystems and their protection has been described in previous studies [
28]. Knowledge of the features of fine roots and the degree of mycorrhizal colonization in the context of the influence of soil factors and seasonality are valuable indicators for the adaptability and plasticity of these trees. Therefore, the aim of this research is to examine and analyze the seasonal dynamics of the fine root traits of the white poplar in natural riparian habitats, together with soil factors modulating the morphology, distribution, and degree of mycorrhizal colonization of fine roots by AM and ECM fungi.
2. Materials and Methods
2.1. Study Sites
This study was conducted in natural riverside forests, which harbored poplar trees, located in the Valley of the Lower Vistula River in Central Poland (53°13′–53°34′ N; 18°16′–18°37′ E). The Vistula, flowing into the catchment area of the Baltic Sea, is one of the largest European rivers and differs from other rivers due to its relatively low degree of regulation. Such a semi-natural character, together with the related changes in the volume of flow, allow for the maintenance of unique forests in the riverbed. The region belongs to a transitional temperate climate zone (which is intermediate between continental and maritime climatic zones). Average monthly temperatures vary from −2 °C in January to 18 °C in July, with a mean annual temperature of 8 °C. The mean annual precipitation is approximately 500 mm (1951–2015) [
29].
Two riverside forest sites with naturally occurring white poplars were selected and differed in soil texture, moisture, and physical and chemical properties. Site 1, Mała Kępa (MK), is located 100 m from the riverbank and is a remnant of a willow–poplar alluvial forest dominated by willows and cultivated exotic hybrid poplars. The site is located on an inner bend where the river deposits its loads, thereby creating sandy areas that are easily permeable, which is unusual for floodplain habitats. Available data indicate that the groundwater level in MK during 1976 was below 200 m; therefore, the maintenance of proper hydrological conditions for the riparian forest is likely related to periodic flooding [
30]. However, due to the construction of a dam in 1970, as well as increasing and longer periods of low water levels caused by climate change, flooding occurs less frequently and for shorter periods, which reduces the regenerative capacity of this ecosystem. Site 2, Starogród (STA), is situated 400 m from the river and is characterized by a small difference in height relative to the river level, which translates into prolonged periods of seasonal flooding compared to MK. The short distance between the sites (about 30 km) enabled us to study the impact of soil conditions in similar weather conditions. Site 2 represented a poplar riparian forest composed of trees of different ages, with some individual trees being over 100 years old. The undergrowth was mainly composed of young poplars, with only a small proportion of herbaceous plants.
2.2. Root and Soil Sampling
(1) Soil–root samples were collected from each site during the growing season at four sampling times in 2018 (April, June, August, and October), according to the growing period length for the study area. The samples were taken under the canopy of randomly selected mature white poplars (at approximately 100 cm distance from each tree stem) at three soil depths: 0–10 cm, 10–20 cm, and 20–30 cm. The designated white poplars at MK were located a considerable distance away from the hybrid poplars to ensure a proper origin for the collected roots. Soil–root samples were placed in plastic bags, transported to the laboratory, and stored at 4 °C (for soil moisture measurements) or −20 °C until processing.
(2) The samples were used to examine seasonal changes in fine root features, while their distribution in the soil profile and soil moisture assessment were sampled via coring (with cores being 5.5 cm in diameter and 30 cm in length) and division into 10 cm layers. A total of 144 soil core samples were collected (2 sites × 4 sampling dates × 3 soil depths × 6 samples).
(3) Samples for measuring the dynamics of mycorrhizal colonization were collected using a spade and digging 20 × 20 cm soil blocks from under three poplar trees; a total of 72 samples were collected (2 sites × 4 sampling dates × 3 soil depths × 3 samples).
(4) In April 2018, 18 additional soil samples were collected (2 sites × 3 soil depths × 3 samples) to assess the physico-chemical properties and granulometric composition. Soil–root samples were placed in plastic bags, transported to the laboratory, and stored at 4 °C (for soil moisture measurements) or −20 °C until processing.
2.3. Fine Root Analysis
Roots obtained from soil cores were washed using cold running water on a 1 mm sieve and divided into poplar and other plant roots. The roots of Populus alba were distinguished based on their color, texture, and smell, and fine roots were manually separated from coarse roots based on their diameter (≤2 mm). The prepared roots were scanned carefully to obtain images for determining the total length of all fine roots in a sample (FRL, m m−3) and fine root diameter (FRD, mm) using the radixNova 1.0.1483 program by Cortex Nova. The roots were then wrapped in filter paper, dried at 50 °C for 48 h, and weighed. The specific root length (SRL, m g−1) was calculated by dividing the root length by the root dry mass per soil area to a soil depth of 10 cm (FRB, g m−2).
2.4. Mycorrhizal Colonization Assessment
Roots randomly selected from soil samples were cut into 1 cm fragments, cleared in 10% KOH at 90 °C, bleached in H
2O
2, and then stained in 0.05% trypan blue at 90 °C according to the Kormanik and McGraw method [
31] with modifications in the duration of individual stages to visualize mycorrhizal colonization. The presence of AM fungal structures in the fine roots and ECM fungal mantle on the root surface was evaluated using the intersection method [
32] at a 400× magnification, which enabled the proportion of both ECM and AM to be estimated on one root system. This method consists of counting the intersections of previously stained structures of mycorrhizal fungi in the roots and those forming a mantle on the root surface with the line in the microscope eyepiece. For each sample, a minimum of 600-line intersections were analyzed. The percentage of ectomycorrhizal root tips (% ECM) and arbuscular mycorrhizal colonization (% AM) was also measured, as well as the proportion of individual AM structures (vesicles, arbuscules, hyphae). The total mycorrhizal colonization (% ECM + % AM) of the poplar fine roots was determined as the root length colonized (% RLC).
2.5. Soil Analysis
Soil samples were air-dried and sieved through a 2 mm sieve. The total and organic C content was measured using dry combustion. The total N was analyzed according to Kjeldahl’s (1883) method [
33]. Ammonium (NH
4) and nitrate (NO
3)-N were extracted in 0.03 N acetic acid and analyzed with ion-selective electrodes. The total P was measured colorimetrically. Soil-available phosphorus (P
Olsen) was determined using spectrophotometry according to the method developed by Olsen et al. (1954) [
34]. The soil pH was measured in a 1:2.5 soil/water suspension using a standard pH meter. Soil granulometric distributions were determined via sieving and sedimentation. The soil moisture content was measured using the gravimetric method [
35].
2.6. Statistical Analysis
Statistical analyses were performed using the software package Statistica 13.3 StatSoft (StatSoft Inc., Tulsa, OK, USA). The effects of the study site on the soil properties and study site and depth on fine root morphological characters and mycorrhizal colonization were analyzed using one-way ANOVAs at a significance level of
p < 0.05. The mean values of all characters were separated using Tukey’s honest significance test for an unequal
n. A three-way ANOVA was used to examine the significance levels (
p < 0.05) of the factors (study site, season, and soil depth) with regard to mycorrhizal colonization parameters (RLC, ECM, AM) and fine root morphological traits (FRL, FRD, SRL, FRB). Pearson’s correlation analysis was performed to analyze the relationships between fine root traits, soil moisture, and the degree of mycorrhizal colonization. Before the analysis, data were checked for normality (Shapiro–Wilk test); homogeneity (Bartlett’s test), and proportional data were transformed according to the Bliss formula [
36]
x = arcsin√(
n%/100) × 180/
π, where
n% is the percentage value.
4. Discussion
In our study, the greatest impact on the root diameter was at the study site (
Table 3). We observed a significant decrease in the fine root diameter at the dry site (MK). Similar trends have been demonstrated in numerous studies [
37,
38,
39] and are related to increases in water and nutrient absorption efficiency. In our study, significant differences in root diameter were present only in October, which may indicate changes in nutrient availability at the end of the growing season since soil moisture was similar throughout the analyzed period (
Figure 2). Generally, a poor environment reduces the root diameter [
40], especially for low root orders, since the soil moisture level is more important for higher root orders [
41]. The lack of significant differences between sites for the remaining analyzed features (FRL, SRL, FRB except for the depth of 20–30 cm) may be related to the low range of soil depths analyzed (0–30 cm). Tan et al. [
42] found that the characteristics of fine roots of
Populus tomentosa in relation to dry conditions were only significantly different in very deep soil layers (400–600 cm).
Regardless of the different environmental characteristics, the length and biomass of fine roots decreased significantly with the increasing soil depth (
Figure 1). These results confirm the distribution of roots typical of poplars, mainly in the upper layers of the soil profile, which has been shown in numerous studies, mainly from plantation crops [
42,
43], but also in our previous work regarding natural riparian forests [
27]. Simultaneously, the distribution of fine roots reflects their absorption and transport functions and is related to decreases in the nutrient pool with increasing soil depth [
44].
Soil temperature and moisture are abiotic factors directly correlated with root biomass production and growth [
45]. Their fluctuations, characteristic of a temperate climate, influence seasonal differences in the production of fine roots and have been presented in many studies [
46,
47]. Temperature is particularly important in temperate zones, and an increase in this corresponds to an increase in fine root production. In contrast, soil moisture levels did not show clear seasonal changes and were, therefore, not considered to be a decisive factor [
48]. In the current work, we demonstrated gradual root growth in spring, with the highest values occurring at the end of the growing season (August) regardless of location (
Figure 2). A similar growth pattern is observed in the studies on various poplar species in plantation crops [
47,
49], although some results also show a peak in root growth during spring and early summer [
24]. The lack of significant differences in the seasonal dynamics of fine root growth at specific localities is related to the short distance between them and, therefore, to similar temperature conditions. The fine root length (FRL) was not correlated with soil water content (SWC), which confirms that soil moisture is not a factor influencing fine root production or that the increased soil moisture stimulated the fine root turnover [
50].
The season also had a significant impact on the functional characteristics of fine roots, as determined by SRL (
Table 3). Differences between the sites were present only in spring (April), and the sandier site, with a lower total carbon and nitrogen content, was characterized by lower SRL values, while SRL decreased during the growing season when the amount of organic matter supplied was higher (
Figure 2). However, research shows an opposite trend in the influence of soil conditions on SRL, where poorer sites with lower soil moisture levels are characterized by thinner and longer roots and, therefore, higher SRL values [
51,
52,
53]. Such an undistinguished relationship may be related to the colonization of roots by arbuscular fungi, which are negatively correlated with SRL. This is related to a change in the strategy of nutrient and water uptake by the roots with a high degree of arbuscular colonization. Similar observations showing the primary role of the extramatrical mycelium in the uptake of phosphorus, with a simultaneous reduction in SRL, were demonstrated by Vanek and Lehmann [
54].
This study confirms the dual colonization (ECM and AM) of the fine roots of mature white poplars, although arbuscular mycorrhizae dominated in both sites (
Figure S1, Supplementary Materials). On the contrary, our previous studies showed that ectomycorrhizal fungi may predominate over arbuscular mycorrhizal fungi in the colonization of roots from the upper 10 cm of soil under canopies of mature
Populus alba trees grown in variable environments [
55]. An important factor determining the colonization of poplar roots via ECM and AM fungi is the poplar host genotype; however, environmental conditions can strongly modify the effects of the host plant [
14,
55,
56]. We observed a significantly higher AM at MK (sandy clay) than at STA (silty clay), which indicates the influence of physical soil properties on developmental AMF dynamics. It is commonly believed that the dominance of specific mycorrhizal symbioses on a regional scale result primarily from adaptation to various environments and soil nutrients in particular [
57]. Different soil types [
58,
59] and textures [
60,
61,
62] influence AMF communities and their diversity. Sandy soils can stimulate mycorrhizal colonization by favoring root growth due to greater porosity, while clay soil is less porous and restricts root growth [
63]. Paul and Clark [
64] explain the greater colonization of the roots of adult trees via ectomycorrhizal fungi due to an increase in the amount of organic matter under the tree canopy due to leaf shedding. ECM fungi prefer organic soils, while AM fungi prefer mineral soils. Arbuscular mycorrhizal fungi are known for their higher tolerance to adverse environmental conditions compared to ectomycorrhizal fungi [
65]. During the dual fungal colonization of roots, arbuscular fungi tend to partially migrate into deeper soil layers, characterized by the limited availability of oxygen and nutrients. Ectomycorrhizal fungi predominate on roots in the upper soil layer, characterized by more optimal conditions [
13,
14]. Wet and poorly aerated types of soil are less stressful for arbuscular fungi than for ectomycorrhizal fungi, which prefer lighter and more well-drained soils. The significant influence of soil moisture on dual colonization has been stressed in various publications, including Lodge [
25], Ghering et al. [
26], and Querejeta et al. [
66]. Generally, the growth of mycorrhizal fungi is inhibited by both low and high water potential [
25,
67]. Higher arbuscular colonization was recorded in moist soils compared to very dry or flooded soils [
25,
68,
69]. However, the reaction towards varying soil water conditions seems to be species-specific. A variation in the unimodal relationship has often been reported between ECM abundance and soil moisture [
26,
70]. Within a soil profile, ECM roots were more abundant at shallow depths, and AM roots increased in deeper soil layers [
13], suggesting the vertical displacement of mycorrhizae. However, such interactions are not always observed [
57], as shown by current research (
Figure 1,
Table 3). Although we know that ecto- and arbuscular mycorrhizae segregate at the biome scale [
71,
72,
73], the way their presence may shift in a single host species that spans multiple biomes is unclear. This discrepancy is likely a result of the different soil depths sampled. A significantly higher RLC was observed at a depth of 10–20 cm at both our study sites, which was directly correlated with AM. Much of the variation in colonization intensity seems to be related not only to plant and fungal identity but also to seasonality and environmental conditions [
74,
75,
76].
The negative correlation between AM and ECM colonization demonstrated in this study confirmed previous research and may indicate competition between mycorrhizal types, which was suggested by Moyersoen et al. [
77]. When interpreting the relationships and mutual proportions of ECM and AM in one root system, one must account for the influence of a set of factors that not only directly influence this relationship but also indirectly affect soil microorganism communities associated with the rhizosphere of trees. Soil bacteria can have profound effects on mycorrhizal establishment. The variety in microbial populations around the mycorrhizal roots of different fungal and plant partners and in different sections of the soil profile has also been assessed [
78].