Conventional and conservation tillage practices affect soil microbial co-occurrence patterns and are associated with crop yields
Introduction
Tillage is a major agricultural management practice used to promote crop production through weed control and crop residues incorporation (Das et al., 2014, Kladivko, 2001). Conventional tillage, including moldboard plow tillage (MP) with intensive mechanical disturbance, appears to deteriorate soil quality, causing soil erosion, loss of soil nutrients and degradation of soil structures (Knowler and Bradshaw, 2007, Zhang et al., 2012). Alternatively, conservation tillage practices, such as no-tillage (NT) or reduced tillage (RT), are available and have been widely adopted for their wide ranges of environmental, economic and social advantages relative to conventional tillage (Busari et al., 2015, FAO, 2014). However, a number of concerns regarding the continuous use of NT practices have arisen. Indeed, NT practices may result in (1) deeper soil compaction by impeding the proper development of crop roots; (2) difficulties with respect to weeds control due to herbicide-resistant weeds and the prevalence of stubble-borne diseases; and (3) higher denitrification leading to soil nitrogen loss (Llewellyn et al., 2002, Pittelkow et al., 2015, Puerta et al., 2019). In this context, RT has been proposed as an appropriate strategy that not only consolidates tillage functions but also manages the specific issues emerging with respect to NT practices (Chen et al., 2019, Rincon-Florez et al., 2020).
Different tillage practices significantly affect soil environments and shape the habitats of soil microorganisms (Zuber and Villamil, 2016). Prevention of soil disturbance, fungal hyphal growth is probably promoted that frequently found in the NT practice, while conventional tillage with crop residues incorporation into the soil often encourages bacterial dominance (Essel et al., 2019). Compared to conventional tillage, RT has been repeatedly reported to increase microbial biomass and diversity (Chen et al., 2020, Schmidt et al., 2019). In addition, as rhizosphere microorganisms coevolve with plant root growth, they have prominent impacts on plant nutrient uptake, soil carbon sequestration, pathogen suppression and abiotic stress tolerance (Philippot et al., 2013, Wei et al., 2015). Rhizosphere-associated studies under different tillage practices have been reported on arbuscular mycorrhizal fungi (Palla et al., 2020, Säle et al., 2015), but nutrient cycling and energy exchange in soils are collaboratively performed by multi-communities (i.e. archaea, bacteria and fungi) that exhibit inter-and intra-kingdom interactions (Shi et al., 2019). Moreover, comparative research on bulk and rhizosphere soils has rarely been conducted, and whether the effects of tillage are differential or uniform between the two soil compartments remains unclear.
Conservation tillage is typically combined with retaining a minimum of 30% crop residues on the soil surface after planting (Conservation Tillage Information Center CTIC, 2004). Crop residues at the soil-air interface are likely to be a source of plant pathogens, including crop root rot-causing soil- and stubble-borne pathogens, such as Fusarium, Pythium and Rhizoctonia (Govaerts et al., 2006, Roget et al., 1996). Wang et al. (2020a) reported that long-term NT with crop residues retention induced significantly increased abundances of Fusarium graminearum and Fusarium moniliforme relative to conventional tillage, indicating a severe risk of root rot under NT practice. In contrast, RT has been reported to impede the movement of plant pathogen spores and suppress major root disease from invasion and development in the root zone (Larkin, 2015, van Bruggen and Finckh, 2016). Empirical evidence suggests that the emergence of soil plant pathogens is a result of the relationships among pathogens, soil management and plants interfering with soil properties; however, is lacking (Sipilä et al., 2012). Therefore, these gaps urgently need to be closed by conducting integral analysis of microbial networks and functional connections.
Microbial network analysis has recently been used to reveal the mechanisms associated with patterns of community assembly, elucidate the interactions among different taxonomic groups and identify central species that significantly affect microbial ecology (Barberan et al., 2012, Faust and Raes, 2012). Recently, Banerjee et al. (2019) revealed that agronomic intensification negatively affected fungal network structure and mycorrhizal network complexity, and the abundances of keystone taxa were observed to be the highest under organic farming rather than conventional and NT practices. Wang et al. (2020b) reported that bacterial co-occurrence patterns were significantly different under plow tillage and NT, the latter of which induced a more stable bacterial network structure than plow tillage in the rhizosphere soils. However, there is a substantial dearth of information regarding the impacts of tillage practices on the network structures of multi-communities, including archaea, bacteria and fungi, and their potential cooperative or competitive interactions among inter- or intra-species in both bulk and rhizosphere soils.
The scope of this research was restricted to NT, RT and MP with the same amount of crop residues retention to elucidate the major impacts of different tillage practices on the co-occurrence patterns of soil microbial communities (i.e. archaea, bacteria and fungi) and between-taxa interactions in both bulk and rhizosphere soils. We specifically investigated (1) the variations in network parameters, species interactions and putative central species responses to NT, RT and MP; (2) the roles of functional microbes and their interactions in distinct microbial networks induced by different tillage practices; and (3) the impacts of soil properties resulting from different tillage practices on microbial networks, putative central species and functional taxa, finally on crop yields. Two hypotheses were tested in the present study: first, various tillage practices may elicit different co-occurrence patterns while altering inter- or intra-species interactions; and second, long-term MP may induce more interactions and higher relative abundances of potential plant pathogens than other tillage practices, negatively affecting on crop yields.
Section snippets
Sample collection and soil properties analysis
Long-term tillage experiments were established in 2013 at the Experimental Station (44°59′N, 125°23′E) of the Northeast Institute of Geography and Agroecology, Chinese Academy of Science, Changchun, Jilin Province, China. The climate is typical temperate continental monsoon. The soil is classified as a typical black soil (Typic Hapludoll, USDA, 1993) with a clay loam texture. The mean annual temperature is 6.4 °C, and the mean annual precipitation is 614 mm. Soybean (Glycine max Merr.) was
Network visualization and microbial composition
Six microbial networks integrating archaeal, bacterial and fungal communities were constructed for the three tillage practices of bulk and rhizosphere soils (Fig. 1a). The network degree for archaeal, bacterial and fungal nodes obeyed a power-law distribution (P < 0.001) (Fig. S1), indicating a non-random distribution pattern. The number of nodes and edges was lower in the RT than in the NT and MP of bulk soils, while these two parameters were lowest in the NT of rhizosphere soils.
Differences in community network structure and microbial composition among tillage practices
In the present studies, we observed that more archaeal species and their interactions were retained in the bulk soils (Fig. 1b, Table 1). This phenomenon was probably due to the well-acknowledged oligotrophic nature of archaea enriched in the bulk soil (Hatzenpichler, 2012), the opposite of which was observed in the rhizosphere soil, where crop roots released a series of organic compounds that contribute nutrients to fungal colonization (Han et al., 2016). Compared to NT and RT, the greater
Conclusions
Compared to NT and MP, RT induced less interactive and more stable microbial networks in the bulk and rhizosphere soils, which had more resistance to environmental disturbance. The limited resources in NT promoted cooperative relationships among bacterial intraspecies, while prominent increases in fungal intraspecies interactions were detected in the MP. Reduced tillage facilitated the decomposition of organic materials for crop utilization by enhancing bacterial-fungal interactions.
Funding sources
This study was financially supported by the Key Research Program of Frontier Sciences, Chinese Academy of Sciences (QYZDB-SSW-DQC035, ZDBS-LY-DQC017), the National Natural Science Foundation of China (41907035), the Natural Science Foundation of Heilongjiang Province (D2018009), the Youth Innovation Promotion Association, Chinese Academy of Sciences (2017276), and the Alliance of International Science Organizations (ANSO-PA-2020-12).
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
References (72)
- et al.
Impact of soil health management practices on soilborne pathogens, nematodes and root diseases of vegetable crops
Appl. Soil Ecol.
(2000) - et al.
Phytobeneficial bacteria improve saline stress tolerance in Vicia faba and modulate microbial interaction network
Sci. Total Environ.
(2020) - et al.
Conservation tillage impacts on soil, crop and the environment
Int. Soil Water Conserv.
(2015) - et al.
Effects of tillage on microbial populations associated to soil aggregation in dryland spring wheat system
Eur. J. Soil Biol.
(2010) - et al.
Global meta-analyses show that conservation tillage practices promote soil fungal and bacterial biomass
Agric. Ecosyst. Environ.
(2020) - et al.
Strategic tillage in no-till farming systems in Austrialia’s northern grains-growing regions: I. Drivers and implementation
Soil Tillage Res.
(2015) - et al.
Effects of tillage and biomass on soil quality and productivity of lowland rice cultivation by small scale farmers in North Eastern India
Soil Tillage Res.
(2014) - et al.
Multi-omics analysis reveals niche and fitness differences in typical denitrification microbial aggregations
Environ. Int.
(2019) - et al.
Bacterial and fungal diversity in rhizosphere and bulk soil under different long-term tillage and cereal/legume rotation
Soil Tillage Res.
(2019) - et al.
Long-term consequences of tillage, residue management, and crop rotation on maize/wheat root rot and nematode populations in subtropical highlands
Appl. Soil Ecol.
(2006)