Biochar-plant interactions enhance nonbiochar carbon sequestration in a rice paddy soil

Biochar-plant interactions enhance nonbiochar carbon sequestration in a rice paddy soil

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ABSTRACT Soil amendment with biochar is being promoted as a promising strategy for carbon (C) stabilization and accrual, which are key to climate change mitigation. However, it remains


elusive on how biochar addition influences nonbiochar C in soils and its mechanisms, especially in the presence of plants. Here we conducted a 365-day soil microcosm experiment with and


without adding 13C-labeled biochar into topsoil to quantify changes in nonbiochar C in the topsoil and subsoil in the presence or absence of rice plants and to determine the mechanisms by


which biochar controls nonbiochar C accrual in the soil profile. The nonbiochar C content of topsoil was not affected by biochar addition in the absence of rice plants, but was significantly


increased by 4.5% in the presence of rice plants, which could result from increases in the soil macroaggregate fraction, iron (Fe)-bound nonbiochar organic C content, and fungal biomass


collectively. However, biochar amendment had no effect on the content of nonbiochar organic C in the subsoil. Overall, biochar-plant interactions drive more nonbiochar C sequestration in the


topsoil, and the changes of nonbiochar C in planted soils following biochar addition should be quantified to better assess the soil C sequestration potential in agricultural lands. SIMILAR


CONTENT BEING VIEWED BY OTHERS CO-APPLICATION OF A BIOSOLIDS PRODUCT AND BIOCHAR TO TWO COARSE-TEXTURED PASTURE SOILS INFLUENCED MICROBIAL N CYCLING GENES AND POTENTIAL FOR N LEACHING


Article Open access 13 January 2021 POTENTIAL OF BIOCHAR TO RESTORATION OF MICROBIAL BIOMASS AND ENZYMATIC ACTIVITY IN A HIGHLY DEGRADED SEMIARID SOIL Article Open access 30 October 2024


MINERAL NITROGEN CAPTURED IN FIELD-AGED BIOCHAR IS PLANT-AVAILABLE Article Open access 14 August 2020 INTRODUCTION Deployment of large-scale negative emission technologies is needed to curb


average global warming to <2 °C or possibly <1.5 °C above preindustrial levels to meet the overarching climate goal of the Paris Agreement1. Increasing carbon (C) storage in soils


could be a promising strategy to mitigate climate change by sequestering atmospheric CO2 into the soil C pool2 while improving soil health and crop productivity3,4. The urgency of climate


change mitigation was highlighted at the 26th United Nations Framework Convention on Climate Change (UNFCCC) Conference of the Parties (COP26) in Glasgow in 20215. Agriculture can contribute


to substantial C sequestration by recycling organic materials into soil C pools, thereby enhancing food security and mitigating climate change6,7. Among the many soil organic amendments


under consideration (e.g., fresh crop residues, manure, biosolids, and biochar), biochar has great potential for increasing soil C stocks8,9,10,11. Biochar is produced by heating organic


materials under oxygen-limited conditions (i.e., pyrolysis)12, which results in more recalcitrant and persistent C-rich material13. In fact, biochar addition to soils could increase soil


organic C (SOC) by an average of 39%, i.e., 6–8-fold of the SOC increase from conservation tillage and cover crops4. While the direct increase in SOC by biochar-C is well recognized, how


biochar amendment influences other organic C (OC) forms (e.g., native SOC and plant litter) in soils, termed nonbiochar C, has long been debated. Previous studies showed either increase,


decrease, or no effect of biochar amendment on the nonbiochar C14,15,16,17, but most of these conclusions were drawn from laboratory incubation experiments without living plants18,19,20,21.


In soils with plants, the additional stabilization and accrual of nonbiochar C induced by biochar amendment could be substantial22,23. Specifically, biochar amendment could profoundly


influence the incorporation of plant and microbial biomass into SOC20,24,25. However, the effect on nonbiochar C and its contribution to the total C pool in biochar-amended soils are not


fully understood at present, especially in the soil profile. In fact, increased plant root biomass26 or reduced positive priming of SOC mineralization by plants24 in biochar-amended soils


could lead to greater C sequestration potential. We recently found that biochar amendment increased photosynthetic C inputs by rice plants into subsurface soils by 14–20% using the 13CO2


pulse labeling method27. Elucidating the effect of biochar amendment on soil C sequestration depends on distinguishing and quantifying changes in biochar-C and nonbiochar C (native SOC and


plant-derived C) accumulation in the soil C pool in the presence of biochar and growing plants. However, many previous studies fell short of this aspect23,28,29. Indeed, various C forms in


soils have a broad spectrum of stability against physical, chemical, and biological degradation. Increasing evidence indicates the crucial role of the SOC stabilization mechanism


(physicochemical protection) in determining soil C turnover30,31. For example, soil aggregates can offer physical protection of C from microbial degradation and thus critically impact


microbial C cycling32. Adsorption or coprecipitation of newly accumulated C to soil minerals such as iron (Fe) oxides could facilitate C stabilization and accrual33,34. Additionally, soil


microorganisms regulate the formation soil aggregates35,36. Meanwhile, soil microbial communities play a key role in regulating C turnover through the activities of extracellular


enzymes37,38, and fungi usually have a greater resource use efficiency than bacteria20,39. Clearly, soil C sequestration by biochar amendment largely depends on the allocation and


accumulation of organic matter in soils, which is driven by complex physical, chemical, and biological processes40,41,42. A recent review highlights the significance of parallel evaluation


of different mechanisms for understanding the role of biochar amendments on soil C sequestration43, but most experimental studies have addressed only one or two of these soil C sequestration


mechanisms20,26,44. Biochar amendment can simultaneously alter the physical, chemical, and biological properties of soils30,45. However, there is insufficient experimental evidence to


demonstrate how these mechanisms collectively drive C sequestration in soils with biochar addition. We performed a 365-day microcosm experiment to elucidate the effect and controlling


mechanisms of biochar amendment on C sequestration, especially the allocation and accumulation of nonbiochar C in soil profiles with growing rice plants. Field soil profiles were


reconstructed in the microcosms using field-collected topsoil (0–15 cm) and subsoil (15–30 cm) samples from a rice paddy field. By tracking 13C-labeled biochar-C applied to the topsoil in


microcosms with or without growing rice plants, characterizing soil aggregates, quantifying Fe-bound OC, and determining microbial enzymatic activities and communities, we were able to


determine whether biochar-plant interactions cause greater nonbiochar C accumulation and whether the increase is caused by enhanced plant and microbial biomass or physicochemical C


protection. We hypothesized that (i) in the topsoil, biochar-plant interactions would drive more nonbiochar C sequestration by enhancing plant productivity, physicochemical protection, and


biological functioning, and (ii) topsoil biochar amendment might not affect nonbiochar C accumulation in the subsoil after a 1-year period, but would limit subsoil microbial biomass and


activity due to reduction of nutrient infiltration from the topsoil to the subsoil. Here, we proposed a more holistic framework for soil C sequestration in biochar-amended soils. Briefly,


biochar-plant interactions enhance physicochemical protection of plant-derived C via soil aggregates and chemical binding (Fe-bound OC), and increase fungal biomass (especially arbuscular


mycorrhizal fungi, AMF), thereby increasing the accumulation of non-biochar C in the biochar-amended topsoil. In the subsoil underneath the biochar-amended topsoil, non-biochar C remains


unchanged in one year, but microbial biomass and enzymatic activities are decreased with rice plants, probably due to nutrient limitation in the subsoil. Therefore, this study provides


insights into the mechanisms of C sequestration in soils related to physical, chemical, and biological processes driven by biochar-plant interactions, and demonstrates that biochar amendment


could enhance soil organic matter (SOM) accumulation. RESULTS RICE SHOOT BIOMASS At the harvest of rice shoot on day 120, we found that biochar addition significantly increased rice shoot


biomass by 23.3% (_p_ < 0.05), with shoot biomass of 34.8 g pot−1 and 42.9 g pot−1 in the control and biochar treatments, respectively (Supplementary Fig. 1). SOIL CHEMICAL PROPERTIES


Soil samples were collected at the end of 365-day microcosm experiment, we found that biochar addition significantly increased the total OC and total nitrogen (N) contents in the topsoil


samples by 20.5–24.0% and 6.7–9.1%, respectively, compared with the biochar-free control treatment (Table 1). The nonbiochar C content in the topsoil samples with rice plants was increased


by 4.5% (1.0 g nonbiochar C kg−1 soil; _p_ < 0.05) by biochar addition from that of the control treatment, but remained unchanged in the absence of plants. The pH of the topsoil was also


significantly increased by the addition of biochar. However, biochar addition to the topsoil did not affect the total OC and nonbiochar C contents of the subsoil, but decreased the total N


content by 9.8% in the subsoil with plants. Furthermore, the contents of available N, available phosphorus (P), and available potassium (K) of topsoil were increased by biochar addition from


that of the biochar-free control treatment, but biochar addition to the topsoil significantly decreased the available N and available P contents in the subsoil with plants (Supplementary


Table 1). SOIL AGGREGATES AND NONBIOCHAR C DISTRIBUTION IN AGGREGATES The effect of biochar on the distribution and stability of soil aggregates was examined using a wet-sieving method. We


found that biochar addition to the topsoil increased the proportion of macroaggregates (250–2000 µm) by 18.4–24.2% but decreased the silt-clay fraction (<53 µm) by 7.1–16.6% (Fig. 1a),


compared to the control treatment. In the subsoil, the distribution of aggregates was not significantly different between the biochar-free control and biochar-amended treatments with or


without rice plants (_p_ > 0.05; Fig. 1b). The mean weight diameter (MWD), a widely accepted indicator of soil aggregate stability, increased by 15.3–21.8% in the topsoil with biochar


addition (Fig. 1c) but did not change in the subsoil underneath the biochar-amended topsoil (Fig. 1d). Biochar addition changed the amount of nonbiochar C per unit aggregate mass (i.e., the


nonbiochar C concentration). In the topsoil, biochar addition increased the nonbiochar C concentration in the macroaggregates by 8.6% (_p_ < 0.05) in the presence of plants but decreased


the nonbiochar C concentration in the microaggregates by 14.2% (_p_ < 0.01) in the absence of plants (Supplementary Fig. 2a), compared to the control treatment. In the subsoil, the


nonbiochar C concentration in the macroaggregates was 12.5% (_p_ < 0.05) lower in the biochar-amended treatment than in the control treatment in the absence of plants, whereas there was


no difference in the nonbiochar C distribution in soil aggregates between the control and biochar treatments in the presence of plants (Supplementary Fig. 2b). Furthermore, biochar addition


changed the allocation and content of nonbiochar C in the topsoil samples. Specifically, the allocation of nonbiochar C increased in the macroaggregates (from 29.7% to 35.9% in the absence


of plants; from 36.5% to 44.0% in the presence of plants) but decreased in the silt-clay fractions from 43.7% to 36.8% in the absence of plants in the biochar-amended soils (Fig. 2a).


Additionally, the nonbiochar C content (i.e., nonbiochar C amount per unit dry mass of whole soil) in the macroaggregates increased by 21.5–28.6% in the biochar-amended soils than that in


the biochar-free control treatments. However, for the subsoil, biochar addition to the topsoil did not affect the content and allocation of the nonbiochar C content within aggregates (Fig. 


2b). FE-BOUND NONBIOCHAR ORGANIC C CONTENT We explored the effect of biochar addition on the content of Fe-bound nonbiochar OC in the topsoil and subsoil at the end of 365-day microcosm


experiment (Fig. 3). In the topsoil with plants, the Fe-bound nonbiochar OC content was increased by 9.7% with biochar addition from that of the biochar-free control treatment (_p_ < 


0.05). However, there was no significant difference in the Fe-bound nonbiochar OC content between the biochar and biochar-free control in the topsoil without plants (_p_ > 0.05) and in


the subsoil with or without plants (_p_ > 0.05). SOIL ENZYME ACTIVITIES AND MICROBIAL COMMUNITY Two-way analysis of variance (ANOVA) results showed that biochar addition had a significant


effect on soil enzyme activities in both topsoil and subsoil samples, except for β-xylosidase activity in the subsoil (Supplementary Table 2). Intriguingly, biochar addition to the topsoil


increased the topsoil enzymatic activities by 15.1–39.9% but decreased the subsoil enzyme activities by 4.8–25.2%. In the topsoil, biochar addition not only changed the microbial community


structure (Supplementary Fig. 3a) but also increased the microbial biomass (Fig. 4a). Compared to the control treatment, biochar amendment increased all phospholipid fatty acids (PLFAs) by


10.1–19.8% in the absence of plants, and increased gram-negative bacteria (G--bacteria), AMF, and saprotrophic fungi (SF) by 9.5%, 29.6%, and 16.8%, respectively, in the presence of plants.


Furthermore, biochar addition increased the fungi/bacteria ratio of the topsoil in the presence of plants (Supplementary Fig. 4). However, biochar addition to the topsoil decreased the


concentrations of the PLFAs compounds in the subsoil. Especially in the presence of plants, biochar addition decreased all PLFAs by 11.3–17.3% except for AMF in the subsoil (Fig. 4b).


DETERMINANTS OF NONBIOCHAR C SEQUESTRATION IN SOILS To explore the potential mechanisms driving the observed variation in non-biochar OC among soils, we analyzed their relationships with


several physical chemical, and biological predictors. The linear regression model showed that regardless of the soil depth, the nonbiochar C contents of the bulk soil were significantly


positively correlated with the macroaggregate proportion (Supplementary Fig. 5a), soil MWD (Supplementary Fig. 5b), and Fe-bound nonbiochar OC content (Supplementary Fig. 5c). Structural


equation model (SEM) analyses provided satisfactory goodness of fit using the χ2 test and RMSEA in the topsoil (Fig. 5a) and the subsoil (Fig. 5c). The selected variables explained 97% and


70% of the variation in the nonbiochar C content of the bulk soil samples in the topsoil and the subsoil, respectively. In the topsoil, soil MWD and Fe-bound nonbiochar OC had direct and


positive effects on the nonbiochar C content, with path coefficients of 0.62 and 0.35, respectively. However, plants and microorganisms affected the nonbiochar C content mainly through


indirect pathways, with total path coefficients of 0.90 and 0.65, respectively (Fig. 5b). In the subsoil, the nonbiochar C content was dominantly and directly affected by soil MWD with a


standardized direct effect of 0.66, while plants indirectly influenced the nonbiochar C content with a standardized indirect effect of 0.62 (Fig. 5d), likely by facilitating the formation of


macroaggregates. The variation partitioning analysis (VPA) for nonbiochar C further estimated the relative contributions of physical (MWD and macroaggregates), chemical (Fe-bound nonbiochar


OC), and microbial (total PLFAs, AMF, fungi/bacteria ratio, and normalized enzyme activity) variables to the total variation of the optimized model. For the topsoil, the VPA results showed


that physical, chemical, and microbial variables in total explained 82.9% of the variation in nonbiochar C, most of which (67.5%) was due to their interactive effects (Fig. 6a). The


individual effects of physical protection, chemical protection, and microbial properties explained 6.5%, 4.0%, and 5.4% of the total variation, respectively. In contrast to the topsoil,


physical protection, chemical protection and microbial properties collectively accounted for 55.7% of the total variation in the nonbiochar C in the subsoil. However, the individual effect


of physical protection explained a much higher proportion (12.5%) of the total variation than that of chemical protection (2.9%) and microbial properties (<0.1%) (Fig. 6b). These results


demonstrated that the stabilization and accrual of nonbiochar C was primarily controlled by physical-chemical-microbial interactions in the topsoil and by aggregate protection in the


subsoil. DISCUSSION Our findings provide insight into the response of C in soils to biochar addition and the role of plant-biochar interactions in soil C sequestration. In this study,


biochar addition increased the total OC content in the topsoil. Generally, increased soil C storage in biochar-amended soils mainly results from the higher persistence of biochar-C10.


Nonetheless, emerging evidence highlights the positive role of plants in C accumulation with biochar amendment26,27,46. We found that in addition to the accumulation of biochar-C, the


nonbiochar C content increased in the topsoil with plants. However, the C accrual in the subsoil did not change significantly between the control and biochar treatments. Based on our results


combining 13C isotopic analysis and multivariate statistical analyses (SEM and VPA), this study provided empirical evidence that biochar addition changed C allocation and accumulation in


the topsoil and the subsoil, which is characterized by a combination of physical protection, chemical protection, and biological processes (Fig. 7). Soil C sequestration is closely related


to the formation and stabilization of soil aggregates, which physically protect the SOM by forming a physical barrier between enzymes and microorganisms and their substrates32. In the


topsoil, 34.4–37.9% and 47.0–50.9% of applied biochar-C was preserved in the macroaggregates and microaggregates, respectively (Supplementary Fig. 6a). Hence, the interactions between


biochar particles and soil organic-mineral complexes may have promoted the formation of soil aggregates26 and thus enhance the stability of soil aggregates (as characterized by MWD) in the


topsoil. Biochar addition greatly enhanced the nonbiochar C concentration within macroaggregates of the topsoil in the presence of plants (Supplementary Fig. 2). Plant roots controlled C


dynamics mainly through C input into the soil via rhizodeposition and root litter47. In our recent study, we found that biochar addition fostered an increase in plant biomass during the rice


growth stage, which may result in heightened photosynthetic C influx into the soil matrix27. Moreover, labile and younger organic matter is more associated with the formation of


macroaggregates, as fresh organic matter is a primary C source for microbial activity and thereby induces the binding of silt-clay-sized particles and microaggregates into macroaggregates48.


Therefore, during the phase of root decomposition, the enriched presence of fresh plant material (root litter) within the biochar-amended soil may be colonized by microbes and encrusted by


primary soil particles through the binding action of microbial agents. As a cumulative effect, the amalgamation of these processes facilitated the formation of stable macroaggregates,


concurrently elevating the C concentration49. Simultaneously, greater light C would be physically protected in intra- and inter-macroaggregates in biochar-amended soil than in the


biochar-free control treatment23, resulting in increased C stored in the soil by enhancing the physical protection of organic matter in the macroaggregates50. The interaction of organic


matter with the mineral phase, especially Fe oxides, is one of the main mechanisms that prevent microbial decomposition and thus stabilize C in the soil33,51. Our results showed that biochar


addition promoted the formation of Fe-bound nonbiochar OC in the topsoil, especially in the soils with rice plants. As shown by the SEM analysis, the C sequestration potential in the


topsoil was directly determined by the Fe-bound nonbiochar OC. Biochar functions as a geobattery (electron shuttle) that facilitates microbial reduction of Fe(III) minerals to form Fe(II)


under anaerobic conditions during the rice growth stage52. Subsequently, during the root decomposition phase, reoxidation of the soils could oxidize Fe(II) to Fe(III) and form Fe(III)-C


complexes in the presence of dissolved organic matter by coprecipitation or adsorption of organic matter to Fe oxides, which directly contributes to C protection53,54,55. Furthermore, the


increase in root residues in biochar-amended soil may have promoted the complexation of Fe(III) with functional groups of C and the precipitation of these complexes56. Consequently, biochar


addition promoted the formation and stabilization of organic-mineral complexes and soil aggregates by bridging Fe(III) with newly organic matter and soil minerals, thus protecting C from


microbial degradation21. However, the addition of biochar to the topsoil did not change the Fe-bound OC content in the subsoil compared to that of the control treatment, likely due to the


negligible amount of biochar in the subsoil. Soil microorganisms not only contribute to the formation of aggregates57 but also participate in the decomposition and stabilization processes of


SOM38. During the rice plant growth stage, biochar as a physical growth matrix and nutrient source in combination with the rice root system might promote AMF colonization and development58.


The increase in AMF biomass in biochar-amended soils could improve soil aggregate stability because fungal hyphae are expected to promote the formation of macroaggregates by binding soil


primary particles, small aggregates, and organic materials together59,60, resulting in increased residence time of organic matter within macroaggregates. Biochar addition changed the


microbial community structure in the topsoil (Supplementary Fig. 3), and the increased C:N ratio and recalcitrant organic matter promoted fungal activity more than bacterial activity


(Supplementary Fig. 4). Changes in microbial activity and composition in biochar-amended soil may alter microbial C use efficiency and C sequestration potential20,61. It is acknowledged that


on average, fungi generate more biomass C per unit of C metabolized than do bacteria, thus leading to a greater proportion of C being stored in fungal-dominated systems (high


fungal-bacterial ratio) compared to bacterial-dominated systems62. In our previous study, we also found a greater microbial carbon C efficiency and C sequestration in fungal-dominated


systems under biochar-amended soil20. Therefore, during the root litter decomposition phase, higher C use efficiency in fungi-dominated (mainly saprotrophic fungi) system in the


biochar-amended soil would cause more root-derived C sequestration. Moreover, nutrient availability (e.g., N, P, and K) affects microbial growth and respiration because decomposer cells must


maintain a balanced elemental composition, i.e., a balance of C and nutrient63. The increase in nutrient availability in the topsoil with biochar addition would enhance the microbial C use


efficiency. However, biochar addition to the topsoil decreased microbial biomass and enzyme activity in the subsoil, especially in the presence of plants. Biochar could enhance nutrient


retention directly through chemical sorption and indirectly by improving soil aggregates64,65, and thus reducing nutrient leaching into the deep soil66,67. In this study, biochar addition


increased the total N and available nutrient contents of the topsoil, whereas it may have limited the N and P leaching from the topsoil into the subsoil, especially in the presence of


plants, thus limiting the growth and activity of the subsoil microorganisms in the biochar-amended soil. As C sequestration and greenhouse gas emission reduction in agriculture are becoming


increasingly urgent, the use of biochar enriched with recalcitrant C as a soil amendment to increase soil C pools has been proposed as a global strategy to mitigate climate change10,68. Many


previous studies have mainly focused on the effect of biochar addition on greenhouse gas emission reductions and C sequestration potential related to the stability and persistence of


biochar-C in soils10,13, while overlooking the effect of biochar amendment on nonbiochar C stocks in soils, probably due to the inability to distinguish between C sources being biochar or


nonbiochar (native SOC and plant-derived C)23,28. Moreover, the high variation in field trials due to variability in climate, environment, and management factors and sampling uncertainty may


overshadow the effect of biochar on nonbiochar C if its change in C is not dramatic. In this study, we found that the C sequestration potential of biochar soil amendment was attributed not


only to the greater persistence of biochar-C but also to the increase in nonbiochar C in the rice paddy soils. Although the nonbiochar C content was only 4.5% (1.0 g nonbiochar C kg−1 soil)


greater in the biochar-amended soil than in the biochar-free control treatment in the rice paddy, the nonbiochar C storage in typical topsoil (0−15 cm depth) could be approximately increased


by 1.7 t C ha−1 based on a soil bulk density of 1.16 g cm−3 with only 1 year of biochar addition, which would be 2.8 times the level demanded by the “4 per 1000 Initiative” to offset


emissions by 0.6 t C ha−1 per year69. Furthermore, the increase in soil C sequestration potential of biochar amendment could be lasting in future growing seasons following biochar


application23. We previously found that a higher C sequestration capacity for plant-derived C was still observed after three or even six years following biochar addition to the soil19,20.


Therefore, considering only the persistence of biochar-C while ignoring the accumulation of plant-derived C would underestimate the soil C sequestration potential offered by biochar


amendment26. Although there was no change in the nonbiochar C content of the subsoil after 1 year of biochar addition to the topsoil, we found a decrease in total N content, microbial


biomass and enzyme activity, as well as changes in the microbial community in the biochar-amended subsoil. As biochar is applied over time, more biochar fragments are generated through


physical breakdown, and these particles could percolate to the subsoil70 and change the soil nutrient contents, which in turn would change the C storage in the subsoil71. Therefore, when


assessing the C sequestration potential of biochar soil amendment, it is important to pay attention to the changes in C sequestration in the soil profile at longer time scales10.


Furthermore, in this study, we only examined changes in the physical, chemical and microbial properties of soils at the end of 365-day microcosm experiment, which was suitable for exploring


the effect of biochar amendment on nonbiochar C accrual in the soil profile and its mechanisms. However, nutrient evolution, plant biomass, physicochemical properties, and microbial


endpoints might show very variable outcomes depending on sampling time25,27. Thus, more comprehensive sampling within the period of the microcosm experiment could provide insight into how


these variables vary and interrelate. In addition, in order to better distinguish the C dynamics in the 3-part systems including soil, biochar, as well as plants and their roots, we can


apply dual 13C/14C isotopic labels to partition C sources in future studies72. CONCLUSIONS Our study used 13C-labeled biochar to determine the effect of topsoil biochar amendment on


nonbiochar C allocation and sequestration in the topsoil and the subsoil. Effects of biochar-plant interactions on C sequestration in the soil profile are the result of combined physical,


chemical and microbial controls. In the topsoil, biochar addition promotes the formation of macroaggregates and Fe-bound OC, and improves microbial characteristics (abundance and activity),


leading to higher nonbiochar C sequestration. In contrast, in the subsoil, biochar soil amendment did not change the C content but limited the microbial activity. These findings suggest that


biochar-plant interactions and soil depth should be taken into account when assessing long-term C sequestration in soils amended with biochar. Future studies should be directed at studying


other cropping systems and parameterizing such interactions into C cycle models to better predict the soil C sequestration potential of biochar amendment as a mitigation strategy for climate


change. MATERIALS AND METHODS SOIL SAMPLES AND BIOCHAR PREPARATION The topsoil (0–15 cm depth) and subsoil (15–30 cm depth) samples for the microcosm experiment were collected from a rice


paddy field in Jing-tang village (31°24′N, 119°41′E), Yixing Municipality, Jiangsu Province, China. This region is located on the southern edge of the Tai Lake Plain, and has a subtropical


humid monsoon climate with a mean annual precipitation and temperature of 1177 mm and 15.7 °C, respectively. The soil was classified as a Hydroagric Stagnic Anthrosol73. Fine roots and other


visible plant residues in the soil samples were carefully removed, followed by air-drying, passing through a 2-mm sieve, and thorough homogenization before analysis of soil properties and


the microcosm experiment. Selected physicochemical properties of the topsoil and subsoil samples were 21.8 g kg−1 and 12.6 g kg−1 SOC, 2.35 g kg−1, and 1.50 g kg−1 total N, 6.31 and 6.85


soil pH, 1.16 g cm−3 and 1.24 g cm−3 bulk density, and −28.45‰ and −27.02‰ δ13C, respectively. The 13C-labeled biochar was produced from rice straw labeled with 13C using the 13CO2


pulse-labeling procedure as described in our previous study27. The 13C-labeled rice straws were first pulverized, passed through a 2-mm sieve, and then filled into closed steel crucibles.


Next, the crucibles were heated in a muffle furnace at a rate of 5 °C min−1 to 450 °C, which was maintained for 2 h before cooling to ambient temperature74. The basic properties of the


biochar were 462.5 g kg−1 total C, 6.37 g kg−1 total N, 4.63 g kg−1 total P, 30.47 g kg−1 total K, 30.12 cmol (+) kg−1 cation exchange capacity, 9.43 pH and 1092 δ13C (‰). MICROCOSM


EXPERIMENT This microcosm experiment was conducted in a controlled environment chamber. The experimental treatments included: (1) biochar-free control treatment without rice plants; (2)


biochar addition treatment (1% w/w) without rice plants; (3) biochar-free control treatment with rice plants; and (4) biochar addition treatment (1% w/w) with rice plants. Each treatment was


replicated three times. Biochar was passed through a 1-mm sieve prior to incorporation into the soil samples. The subsoil and topsoil samples were filled to depths of 20–35 cm and 5–20 cm


with polyvinyl chloride (PVC) tubes (35.0 cm in height, 15.0 cm in inner diameter, and 15.5 cm in outer diameter) at field bulk densities of 1.24 g cm−3 and 1.16 g cm−3, respectively. The


0-5 cm depth of the PVC tube was used to hold water during the rice growth stage. For the biochar addition treatments, the 13C-labeled biochar was thoroughly mixed with the topsoil sample at


a rate of 1% (w/w) prior to packing into the PVC tube. For the treatments with rice plants, two 21-day-old rice seedlings (_Oryza sativa L. cv_., Changyou No.5) were transplanted into the


soil. A schematic setup is displayed in Supplementary Fig. 7. In the microcosms, 172 mg N kg−1 (urea, equal to the local field application rate of 300 kg N ha−1), 235 mg P kg−1 (Ca(H2PO4)2),


and 235 mg K kg−1 (KCl) on the basis of the topsoil mass were added as basal fertilizers. All microcosms were regularly irrigated with deionized water to maintain a water depth of 2–3 cm


above the soil surface throughout the whole rice growth stage. During the rice growing period, the controlled-environment chamber was maintained at 32 °C/22 °C (day/night) with 12 h of


supplemental lighting by LED light27. For the planted treatments, the aboveground plant shoots were cut from the base of the stem at the rice maturity stage (total 120 days) and oven-dried,


while the roots were retained in the soil. To stimulate the decomposition of plant roots in the soil, soil moisture was maintained at approximately 60% water holding capacity, and ambient


temperature was controlled at 25 °C for 245 days, after the rice harvest. SOIL SAMPLING On Day 365, the topsoil and subsoil samples were retrieved from the microcosms. All fresh soil samples


were handpicked to remove visible roots, homogenized, and then divided into three subsamples. One subsample was air-dried for chemical property analyses, one fresh subsample was used to


determine the soil enzymatic activity and aggregate fractions, and the third subsample was freeze-dried for analysis of PLFAs. SOIL CHEMICAL ANALYSIS The δ13C (‰) value, SOC, and total N of


the air-dried soil samples were determined using a MAT253 isotope ratio mass spectrometer (IRMS) coupled with a FLASH 2000 elemental analyzer (Thermo Fisher Scientific, Waltham, MA, USA).


Soil pH was measured with a soil/water ratio of 1:2.5 (w/v). Soil bulk density was determined using 100-cm3 soil cores and the gravimetric method. Available N (NH4+ and NO3−) was extracted


from moist soil using 2-M KCl solution and analyzed on a continuous-flow autoanalyzer (Skalar San++, Holland). Available P was extracted using 0.5-M NaHCO3 (pH 8.5) and analyzed using the


molybdenum-antimony anti-spectrophotometric method. Available K was extracted with 1-M NH4OAc and determined by a flame spectrophotometer (FP6410, INESA, China). DETERMINATION OF SOIL


AGGREGATE FRACTIONS Soil aggregates were separated using a wet-sieving method according to Six, Paustian48 with some modifications. Briefly, the fresh soil sample (100 g dry soil weight) was


placed on top of a 2-mm sieve and submerged in deionized water for 10 min. The sequentially stacked sieves (2 mm, 250 μm, and 53 μm) were gently moved up and down 50 times with a distance


of ~3 cm for 2 min. Soil mass on the 250-μm sieve and the 53-μm sieve was separately collected as macroaggregates (250–2000 μm) and microaggregates (53–250 μm), while those that passed


through the 53-μm sieve were collected as the fine particle fraction (silt-clay). All aggregate-size fraction samples were dried at 60 °C for 72 h, weighed, and then ground to pass through a


0.15-mm sieve before analysis for δ13C (‰) value and C concentration of the aggregate size fraction. DETERMINATION OF FE-BOUND ORGANIC C Fe-bound OC of the bulk soil samples was extracted


by the dithionite-citrate-bicarbonate (DCB) extraction method75. Briefly, 0.50 g of a freeze-dried soil sample was mixed with 30 mL buffer solution (0.27 M trisodium citrate and 0.11 M


sodium bicarbonate, pH 7.3) in a 50-mL polycarbonate centrifuge tube and heated to 80 °C in a water bath, followed by the addition of 0.5 g sodium dithionite and maintenance at 80 °C for 15 


min. To quantify the amount of C released from the soil sample during heating, the soil samples were extracted with sodium chloride (NaCl) at an equivalent ionic strength instead of


trisodium citrate and sodium dithionite under the same conditions. Following both treatments, all samples were separated, and the supernatant was removed by centrifugation at 3000 × _g_ for


10 min. Each soil sample was extracted three times using the buffer solution and then washed three times using deionized water. Finally, the residual soil samples were dried at 60 °C for 72 


h and were then ground to pass through a 0.15-mm sieve before analyzing the δ13C (‰) value and C concentration of the DCB- or NaCl-extracted soil samples. ENZYME ACTIVITY ANALYSIS Enzymatic


activities of α-glucosidase, β-glucosidase, β-xylosidase and cellobiohydrolase were measured with modified universal buffer (MUB)-linked substrates through the fluorometric method76.


Briefly, each equivalent of 2.4 g dry mass of fresh soil was homogenized in 300 ml of buffer solution. Then, 200 μl of homogenized soil slurry and 50 μl of 200 μM MUB-linked substrate were


dispensed into a black 96-well polystyrene plate. The fluorescence was measured at excitation wavelength of 365-nm and emission wavelength of 450-nm by a SpectroMaxM5 plate reader (Molecular


Devices, USA). DETERMINATION OF MICROBIAL ABUNDANCE Microbial biomass and community composition were estimated by determination of PLFAs, which were extracted by a single-phase


chloroform-methanol-citrate buffer mixture (1:2:0.8; pH = 4.0)77. Briefly, 3.0 g of a freeze-dried bulk soil sample was extracted by a single-phase chloroform-methanol-citrate buffer mixture


(1:2:0.8; pH = 4.0). Phospholipids were separated from neutral lipids and glycolipids on a solid phase extraction column (Supelco, Inc.) and then methylated by a mild alkaline methanolysis


to form fatty acid methyl esters (FAMEs). Methyl nonadecanoate fatty acid (19:0) was added as an internal standard. Finally, the FAME samples were dissolved in hexane and analyzed by gas


chromatography (Agilent 7890 B, USA) coupled to a quadrupole mass selective detector (Agilent 5977 B, USA). The sums of PLFAs i14:0, i15:0, a15:0, i16:0, i17:0 and a17:0 were considered


biomarkers for gram-positive bacteria (G+-bacteria); 16:1ω9c, 16:1ω7c, 17:1ω8c, cy17:0, 18:1ω7c, 18:1ω5c and cy19:0 for G--bacteria; 16:1ω5c for AMF, 18:2ω6,9c and 18:1ω9c for SF; and


10Me16:0, 10Me17:0, and 10Me18:0 for actinomycetes. Meanwhile, the fungi/bacteria ratio was determined by dividing the sum of all fungal PLFAs markers (AMF and SF) by the sum of G+-bacteria,


G--bacteria, 15:00 and 17:00 PLFAs markers. DATA ANALYSES The nonbiochar C content was calculated by subtracting the 13C-biochar content from the total OC content. The C content of each


soil aggregate size fraction (g kg−1 bulk soil) was calculated as follows: $${{{{{\rm{Content}}}}}}=\frac{{{{\mbox{P}}}}_{{{\mbox{a}}}}\times {{{\mbox{c}}}}_{{{\mbox{a}}}}}{100}$$ (1) where


_P_a and _c_a are the proportion (%) and the C concentration (g kg−1 aggregate) of the aggregate size fraction, respectively. The δ13C values of biochar, soil and Fe-bound OC were expressed


as δ values (%) relative to the Pee Dee Belemnite standard, and then converted to atom (%) using the following formula: $${{{{{\rm{Atom}}}}}}( \% )=\frac{(\frac{\delta }{1000}\,+\,1)\times


0.0111802}{(\frac{\delta }{1000}\,+\,1)\times 0.0111802+1}\times 100$$ (2) The fractions of 13C in soil C derived from biochar (_f_bs, %) were calculated using the end-member mixing model78


as follows: $${f}_{{{{{{\rm{bs}}}}}}}( \%


)=\frac{{{{{{{\rm{Atom}}}}}}}_{{{{{{\rm{bs}}}}}}}{-{{{{{\rm{Atom}}}}}}}_{{{{{{\rm{cs}}}}}}}\,}{{{{{{{\rm{Atom}}}}}}}_{{{{{{\rm{biochar}}}}}}}{-{{{{{\rm{Atom}}}}}}}_{{{{{{\rm{cs}}}}}}}}\times


100$$ (3) where Atombs, Atomcs, and Atombiochar are the Atom (%) values of the biochar-amended soil, biochar-free control soil, and biochar samples, respectively. The 13C of soil or


Fe-bound OC derived from biochar is calculated by multiplying its fraction by the total OC content. The Fe-bound OC content of the bulk soil sample was calculated based on the difference in


the Fe-bound OC content between the NaCl-treated and DCB-treated samples, as follows:


$${{{{{\rm{Fe}}}}}}-{{{{{\rm{bound}}}}}}\,{{{{{\rm{OC}}}}}}={{{{{{\rm{C}}}}}}}_{{{{{{\rm{NaCl}}}}}}}-{{{{{{\rm{C}}}}}}}_{{{{{{\rm{DCB}}}}}}}$$ (4) where CNaCl and CDCB are the C contents of


the soil residues after extraction with NaCl and DCB, respectively. The δ13C of Fe-bound OC (δ13CFe-bound OC) was calculated according to the isotopic mass balance79, as follows: $${\delta


}^{13}{{{{{{\rm{C}}}}}}}_{{{{{{\rm{NaCl}}}}}}}=\frac{{{\delta }^{13}{{{{{{\rm{C}}}}}}}}_{{{{{{\rm{DCB}}}}}}} \times


({100\!-\!{{{{{\rm{f}}}}}}}_{{{{{{\rm{Fe}}}}}}-{{{{{\rm{bound}}}}}}\,{{{{{\rm{OC}}}}}}}) \, {+ \, {\delta


}^{13}{{{{{{\rm{C}}}}}}}}_{{{{{{\rm{Fe}}}}}}-{{{{{\rm{bound}}}}}}\,{{{{{\rm{OC}}}}}}}{\times {{{{{\rm{f}}}}}}}_{{{{{{\rm{Fe}}}}}}-{{{{{\rm{bound}}}}}}\,{{{{{\rm{OC}}}}}}}\,}{100}$$ (5)


$${\delta }^{13}{{{{{{\rm{C}}}}}}}_{{{{{{\rm{Fe}}}}}}-{{{{{\rm{boundOC}}}}}}}=\frac{{{\delta }^{13}{{{{{{\rm{C}}}}}}}}_{{{{{{\rm{NaCl}}}}}}}{\times 100{-}{\delta


}^{13}{{{{{{\rm{C}}}}}}}}_{{{{{{\rm{DCB}}}}}}}\,\times


\,({100{-}{{{{{\rm{f}}}}}}}_{{{{{{\rm{Fe}}}}}}-{{{{{\rm{bound}}}}}}\,{{{{{\rm{OC}}}}}}})}{{{{{{{\rm{f}}}}}}}_{{{{{{\rm{Fe}}}}}}-{{{{{\rm{bound}}}}}}\,{{{{{\rm{OC}}}}}}}}$$ (6) where δ13CNaCl


and δ13CDCB are the C isotopic values of the soil residues after extraction with NaCl and DCB, respectively. _f_Fe-bound OC is the percentage of Fe-bound OC to total OC in the bulk soil


sample. The MWD of soil aggregates was calculated as follows23: $${{{{{\rm{MWD}}}}}}=\mathop{\sum }\limits_{i=1}^{3}{{{\mbox{P}}}}_{i}\times {{{\mbox{S}}}}_{i}$$ (7) where P is the mass


percentage of individual size fraction, S is the average diameter of the individual size fraction (μm), and _i_ is a given soil aggregate fraction (i.e., macroaggregates, microaggregates, or


silt-clay). The individually measured enzyme activities were normalized to obtain an overall enzyme activity using the following equation23:


$${x}_{i}\hbox{'}=\frac{{{{\mbox{x}}}}_{i}}{\mathop{\sum }\nolimits_{i=1}^{12}{{{\mbox{x}}}}_{i}}$$ (8) where x_i_ is a single individual enzyme activity of a sample _i_ (a total of 12


samples in the topsoil and subsoil), and x_i_’ is the normalized value of the individual enzyme activity of the sample. Subsequently, the arithmetic average of four measured enzyme


activities was obtained as the normalized overall enzyme activity value for each sample. The individual effects of biochar addition and rice planting, and their interactions on the measured


parameters were analyzed by two-way ANOVA using JMP11.0 software (SAS Institute, USA). A two-sided _t_ test was used to examine the effect of biochar addition on the measured parameters in


the presence or absence of rice plants. A SEM was used to analyze the direct and indirect effects of physical, chemical, and biological variables on nonbiochar C in bulk soil samples using


IBM-SPSS AMOS 23.0 software. The relative contributions of these unique and interaction effects of physical protection, chemical protection, and microbial properties on the variations in


nonbiochar C content were determined by variation partitioning analyses (VPA) using the _varpart_ function of the “vegan” package in R 4.1.2. REPORTING SUMMARY Further information on


research design is available in the Nature Portfolio Reporting Summary linked to this article. DATA AVAILABILITY All source data for the figures presented in this manuscript and the


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Science Foundation of China (41877097, 42277330, 42207351), the China Postdoctoral Science Foundation (2022M711654), and the Science and Technology Innovation Special Fund of Jiangsu


Province for Carbon Dioxide Emission Peaking and Carbon Neutrality (BE2022423, BE2022304). AUTHOR INFORMATION AUTHORS AND AFFILIATIONS * Institute of Resource, Ecosystem and Environment of


Agriculture, Nanjing Agricultural University, Nanjing, China Zhiwei Liu, Ruiling Ma, Shixian Li, Kaiyue Song, Jufeng Zheng, Yan Wang, Rongjun Bian, Xuhui Zhang & Genxing Pan * Jiangsu


Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing, China Zhiwei Liu, Ruiling Ma, Shixian Li, Kaiyue Song, Jufeng Zheng, Yan Wang, Rongjun Bian, Xuhui


Zhang & Genxing Pan * Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, 48824, USA Wei Zhang Authors * Zhiwei Liu View author publications


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Scholar CONTRIBUTIONS J.Z. and Z.L. conceived the research. Z.L., R.M., S.L., K.S. and Y.W. performed the sample collection and laboratory experiments analyses. Z.L. analyzed the data and


wrote the first draft of the manuscript. W.Z., J.Z., R.B., X.Z. and G.P. provided comments on the manuscript. CORRESPONDING AUTHOR Correspondence to Jufeng Zheng. ETHICS DECLARATIONS


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permissions ABOUT THIS ARTICLE CITE THIS ARTICLE Liu, Z., Zhang, W., Ma, R. _et al._ Biochar-plant interactions enhance nonbiochar carbon sequestration in a rice paddy soil. _Commun Earth


Environ_ 4, 494 (2023). https://doi.org/10.1038/s43247-023-01155-z Download citation * Received: 08 March 2023 * Accepted: 01 December 2023 * Published: 21 December 2023 * DOI:


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