Acta Agriculturae Zhejiangensis ›› 2026, Vol. 38 ›› Issue (4): 731-744.DOI: 10.3969/j.issn.1004-1524.20250738
• Environmental Science • Previous Articles Next Articles
YING Mengfei1(
), GUAN Yilun2, JIN Zewen2,*(
), ZHAO Kun3, PING Lifeng2, CHAI Yanjun2, LI Yan4, SHEN Yue5, YAN Jun5
Received:2025-12-06
Online:2026-04-25
Published:2026-05-08
Contact:
JIN Zewen
CLC Number:
YING Mengfei, GUAN Yilun, JIN Zewen, ZHAO Kun, PING Lifeng, CHAI Yanjun, LI Yan, SHEN Yue, YAN Jun. Long-term effects of combined application of biochar and biogas slurry on nitrogen transformation in acidic red soil[J]. Acta Agriculturae Zhejiangensis, 2026, 38(4): 731-744.
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Fig.1 Soil pH value and bulk density under biochar and biogas slurry treatments Bars marked without the same letters indicate significant difference at p<0.05. The same as below.
Fig.2 Contents of soil total nitrogen, ammonium nitrogen, particulate organic nitrogen (PON) and mineral-associated organic nitrogen (MAON) under biochar and biogas slurry treatments
| 处理 Treatment | 历年产量r/(t·hm-2) Yield in each year/(t·hm-2) | AEN/(kg· kg-1) | |||||
|---|---|---|---|---|---|---|---|
| 2020 | 2021 | 2022 | 2023 | 2024 | 平均值Mean | ||
| CK | 4.38±0.31 c | 5.03±0.44 c | 4.07±0.56 c | 3.61±0.27 c | 2.14±0.44 c | 3.85±0.38 c | 0 |
| C0B0 | 21.67±2.42 b | 22.34±1.34 b | 23.09±2.65 b | 19.28±1.24 b | 15.71±2.39 b | 20.42±2.01 b | 86.3 |
| C0B1 | 25.22±3.20 b | 23.90±2.21 b | 22.28±2.37 b | 21.39±2.26 b | 16.07±1.73 b | 21.77±2.24 b | 93.3 |
| C1B0 | 47.58±3.76 a | 46.92±4.32 a | 47.05±6.64 a | 46.39±4.28 a | 42.09±4.32 a | 46.00±5.35 a | 219.5 |
| C1B1 | 49.76±5.25 a | 46.82±3.36 a | 46.40±4.32 a | 44.83±5.76 a | 43.06±2.28 a | 46.17±3.98 a | 220.4 |
Table 1 Yield and agronomic efficiency of nitrogen (AEN) of sweet potato under biochar and biogas slurry treatments
| 处理 Treatment | 历年产量r/(t·hm-2) Yield in each year/(t·hm-2) | AEN/(kg· kg-1) | |||||
|---|---|---|---|---|---|---|---|
| 2020 | 2021 | 2022 | 2023 | 2024 | 平均值Mean | ||
| CK | 4.38±0.31 c | 5.03±0.44 c | 4.07±0.56 c | 3.61±0.27 c | 2.14±0.44 c | 3.85±0.38 c | 0 |
| C0B0 | 21.67±2.42 b | 22.34±1.34 b | 23.09±2.65 b | 19.28±1.24 b | 15.71±2.39 b | 20.42±2.01 b | 86.3 |
| C0B1 | 25.22±3.20 b | 23.90±2.21 b | 22.28±2.37 b | 21.39±2.26 b | 16.07±1.73 b | 21.77±2.24 b | 93.3 |
| C1B0 | 47.58±3.76 a | 46.92±4.32 a | 47.05±6.64 a | 46.39±4.28 a | 42.09±4.32 a | 46.00±5.35 a | 219.5 |
| C1B1 | 49.76±5.25 a | 46.82±3.36 a | 46.40±4.32 a | 44.83±5.76 a | 43.06±2.28 a | 46.17±3.98 a | 220.4 |
| 处理 Treatment | 历年产量/(t·hm-2) Yield in each year/(t·hm-2) | AEN/(kg· kg-1) | |||||
|---|---|---|---|---|---|---|---|
| 2020 | 2021 | 2022 | 2023 | 2024 | 平均值Mean | ||
| CK | 3.16±0.34 c | 3.51±0.28 c | 2.90±0.25 c | 3.67±0.43 c | 3.39±0.52 c | 3.33±0.46 c | 0 |
| C0B0 | 43.65±3.35 b | 36.49±3.56 b | 32.86±2.28 b | 27.36±2.29 b | 20.31±3.34 b | 32.13±2.89 b | 127.4 |
| C0B1 | 46.55±4.48 b | 41.11±7.21 b | 36.72±3.56 b | 33.78±4.21 b | 25.92±3.25 b | 36.82±4.43 b | 148.1 |
| C1B0 | 64.01±5.27 a | 58.24±6.25 a | 51.31±4.89 a | 52.44±3.56 a | 45.45±5.56 a | 54.29±4.76 a | 225.5 |
| C1B1 | 66.11±6.12 a | 60.56±5.73 a | 55.26±5.56 a | 52.27±6.25 a | 47.37±5.23 a | 56.31±5.48 a | 234.4 |
Table 2 Yield and agronomic efficiency of nitrogen (AEN) of Chinese cabbage under biochar and biogas slurry treatments
| 处理 Treatment | 历年产量/(t·hm-2) Yield in each year/(t·hm-2) | AEN/(kg· kg-1) | |||||
|---|---|---|---|---|---|---|---|
| 2020 | 2021 | 2022 | 2023 | 2024 | 平均值Mean | ||
| CK | 3.16±0.34 c | 3.51±0.28 c | 2.90±0.25 c | 3.67±0.43 c | 3.39±0.52 c | 3.33±0.46 c | 0 |
| C0B0 | 43.65±3.35 b | 36.49±3.56 b | 32.86±2.28 b | 27.36±2.29 b | 20.31±3.34 b | 32.13±2.89 b | 127.4 |
| C0B1 | 46.55±4.48 b | 41.11±7.21 b | 36.72±3.56 b | 33.78±4.21 b | 25.92±3.25 b | 36.82±4.43 b | 148.1 |
| C1B0 | 64.01±5.27 a | 58.24±6.25 a | 51.31±4.89 a | 52.44±3.56 a | 45.45±5.56 a | 54.29±4.76 a | 225.5 |
| C1B1 | 66.11±6.12 a | 60.56±5.73 a | 55.26±5.56 a | 52.27±6.25 a | 47.37±5.23 a | 56.31±5.48 a | 234.4 |
Fig.5 Structural equation model of soil pH value under biochar regulation on nitrogen transformation, soil properties and crop yield Ellipses represent observed/latent variables: exogenous driver (biochar), mediators [soil pH value, urease activity, nitrate reductase (NR) activity, (relative) abundance of nitrogen-fixing functional gene nifH, particulate organic nitrogen (PON) content, mineral-associated organic nitrogen (MAON) content], and responses [agronomic efficiency of nitrogen (AEN), crop yield]. Arrows indicate the causal paths between variables. The values on the lines are standardized path coefficients, and the absolute value reflects the strength of the effect. The direction of the arrow represents the direction of the effect [blue arrows are significantly (p<0.05) positive paths, red arrow is significantly negative path].
Fig.6 Partial least squares regression (PLS) analysis of factors influencing crop yield and agronomic efficiency of nitrogen AamoA, Relative abundance of amoA gene; ANR, Nitrate reductase activity; AUr, Urease activity; cPON, Particulate organic nitrogen content; cMAON, Mineral-associated organic nitrogen content; AnifH, Relative abundance of nifH gene. The same as below. Left panel shows PLS variable importance (VIP score), with the red dashed line indicating the VIP=1 threshold (variables with VIP>1 contribute more to model explanation). Right panel shows PLS component score plot.
Fig.7 Important variables identified by random forest model affecting agronomic efficiency of nitrogen (AEN) and their relative importance ${c}_{\mathrm{N}{\mathrm{H}}_{4}^{+}\mathrm{-}\mathrm{N}}$, Ammonium nitrogen content; AamoB, Relative abundance of amoB gene; ANiR, Nitrite reductase activity; BD, Bulk density; cTN, Total nitrogen content. The same as below.Top panel shows the random forest prediction curve illustrating the relationship between soil pH value and agronomic efficiency of nitrogen (AEN). The red dashed line in the top panel indicates the critical threshold of pH value of 6.5, with the left gray area representing the acidic region (pH value<6.5) and the right yellow area representing the neutral-alkaline region (pH value >6.5). The left part of the bottom panel shows the feature importance ranking for agronomic efficiency of nitrogen (determination coefficient of 0.916 1). The right part of the bottom panel shows the feature importance ranking for crop yield (determination coefficient of 0.765 5).
Fig.8 The correlation network diagram of the nitrogen cycling process, enzyme activity, nitrogen forms, and crop yield, agronomic efficiency of nitrogen (AEN) mediated by soil pH value Nodes represent variables related to soil nitrogen transformation. Node size indicates variable importance. Lines represent correlations between variables: blue solid lines for positive correlations (r>0.6), red dashed lines for negative correlations (r<-0.6), with values on lines indicating correlation coefficients.
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