








中国农业科技导报 ›› 2023, Vol. 25 ›› Issue (3): 152-160.DOI: 10.13304/j.nykjdb.2022.0512
收稿日期:2022-06-21
接受日期:2022-09-17
出版日期:2023-03-15
发布日期:2023-05-22
作者简介:靳建刚 E-mail:sxyyjjg@126.com
基金资助:
Jiangang JIN1(
), Zaifang TIAN1, Minna ZHENG2, Jiahui KANG2
Received:2022-06-21
Accepted:2022-09-17
Online:2023-03-15
Published:2023-05-22
摘要:
为探讨不同施肥处理下燕麦根际土壤细菌群落多样性的差异,设置不施肥(CK)、仅施用商用化肥(T2)和商用化肥与有机肥分别按照9∶1(T3)、8∶2(T4)、7∶3(T5)、6∶4(T6)和5∶5(T7)的比例配施共7个处理,研究不同处理对土壤养分状况和细菌群落多样性的影响。结果表明,与CK相比,无机-有机肥料配施时,土壤有效钾和有效磷含量明显提高,可溶解性盐含量显著降低,其中T4处理的燕麦生物量最高。在门水平上,7个处理的土壤细菌样品共获得28个类群,使用线性判别分析效应大小对各处理进行比较,发现T4、T5处理中的优势菌群更有利于土壤正向演替和植物生长。不同环境因素变化对不同微生物菌群的影响不同,冗余分析(redundancy analysis,RDA)表明土壤全氮、有效磷、有机碳和有机钾含量对细菌群落有显著影响。综合分析表明,T4处理的土壤化学特性和优势菌群更有利于土壤和植物可持续生产。
中图分类号:
靳建刚, 田再芳, 郑敏娜, 康佳惠. 不同施肥措施对饲用燕麦土壤细菌群落多样性的影响[J]. 中国农业科技导报, 2023, 25(3): 152-160.
Jiangang JIN, Zaifang TIAN, Minna ZHENG, Jiahui KANG. Effect of Different Fertilization Measures on the Diversity of Soil Bacteria Communities in Fed oats (Avena sativa L.)[J]. Journal of Agricultural Science and Technology, 2023, 25(3): 152-160.
| 处理Treatment | CO(NH2)2/(kg·hm-2) | P2O5/(kg·hm-2) | K2O/(kg·hm-2) | 有机肥Organic fertilizer/(m3·hm-2) |
|---|---|---|---|---|
| CK | 0 | 0.0 | 0 | 0 |
| T2 | 180 | 90.0 | 90 | 0 |
| T3 | 162 | 84.9 | 81 | 18 |
| T4 | 144 | 79.8 | 72 | 36 |
| T5 | 126 | 74.7 | 63 | 54 |
| T6 | 108 | 69.6 | 51 | 72 |
| T7 | 90 | 64.5 | 45 | 90 |
表 1 试验各处理的肥料施用量
Table 1 Specific information processed by the experiment
| 处理Treatment | CO(NH2)2/(kg·hm-2) | P2O5/(kg·hm-2) | K2O/(kg·hm-2) | 有机肥Organic fertilizer/(m3·hm-2) |
|---|---|---|---|---|
| CK | 0 | 0.0 | 0 | 0 |
| T2 | 180 | 90.0 | 90 | 0 |
| T3 | 162 | 84.9 | 81 | 18 |
| T4 | 144 | 79.8 | 72 | 36 |
| T5 | 126 | 74.7 | 63 | 54 |
| T6 | 108 | 69.6 | 51 | 72 |
| T7 | 90 | 64.5 | 45 | 90 |
处理 Treatment | 全氮 TN/% | 速效氮 AN/(mg·kg-1) | 速效钾 AK/(mg·kg-1) | 速效磷 AP/(mg·kg-1) | 有机碳SOC/(g·kg-1) | 可溶解性盐SS/(g·kg-1) | 株高 PH/cm | 干草产量 Y/(kg·hm-2) |
|---|---|---|---|---|---|---|---|---|
| CK | 3.10±0.22 a | 182.46±9.24 a | 189.36±21.02 c | 8.49±0.69 b | 32.18±0.12 a | 3.83±0.06 a | 89.36±4.35 c | 6 888.75±709.48 c |
| T2 | 3.25±0.21 a | 185.62±10.76 a | 219.34±45.36 bc | 9.88±0.25 b | 30.25±3.26 a | 2.63±0.05 b | 92.68±3.97 bc | 7 684.70±606.58 b |
| T3 | 3.51±0.09 a | 177.67±2.13 a | 205.34±25.31 bc | 9.34±1.36 b | 29.18±2.64 a | 2.40±0.03 b | 97.21±2.96 b | 7 729.66±883.55 b |
| T4 | 3.52±0.28 a | 194.32±14.32 a | 263.14±56.34 b | 11.09±0.96 a | 32.09±4.39 a | 1.62±0.35 c | 107.32±5.34 a | 9 245.55±992.84 a |
| T5 | 3.47±0.16 a | 187.26±3.69 a | 259.12±16.98 b | 10.23±0.98 ab | 32.34±1.28 a | 1.61±0.12 c | 101.25±6.78 ab | 8 976.04±712.23 ab |
| T6 | 3.56±0.26 a | 179.32±6.90 a | 229.41±15.24 bc | 9.21±1.24 b | 29.32±2.22 a | 1.54±0.01 c | 98.36±4.31 b | 8 706.09±785.26 ab |
| T7 | 3.40±0.17 a | 170.36±5.98 a | 298.99±30.67 a | 9.82±0.06 b | 30.11±4.35 a | 1.53±0.03 c | 98.45±2.57 b | 8 178.99±861.23 b |
表2 不同处理下土壤理化性质和干草生物量
Table 2 Physical and chemical properties of soil and biomass of oats under different treatments
处理 Treatment | 全氮 TN/% | 速效氮 AN/(mg·kg-1) | 速效钾 AK/(mg·kg-1) | 速效磷 AP/(mg·kg-1) | 有机碳SOC/(g·kg-1) | 可溶解性盐SS/(g·kg-1) | 株高 PH/cm | 干草产量 Y/(kg·hm-2) |
|---|---|---|---|---|---|---|---|---|
| CK | 3.10±0.22 a | 182.46±9.24 a | 189.36±21.02 c | 8.49±0.69 b | 32.18±0.12 a | 3.83±0.06 a | 89.36±4.35 c | 6 888.75±709.48 c |
| T2 | 3.25±0.21 a | 185.62±10.76 a | 219.34±45.36 bc | 9.88±0.25 b | 30.25±3.26 a | 2.63±0.05 b | 92.68±3.97 bc | 7 684.70±606.58 b |
| T3 | 3.51±0.09 a | 177.67±2.13 a | 205.34±25.31 bc | 9.34±1.36 b | 29.18±2.64 a | 2.40±0.03 b | 97.21±2.96 b | 7 729.66±883.55 b |
| T4 | 3.52±0.28 a | 194.32±14.32 a | 263.14±56.34 b | 11.09±0.96 a | 32.09±4.39 a | 1.62±0.35 c | 107.32±5.34 a | 9 245.55±992.84 a |
| T5 | 3.47±0.16 a | 187.26±3.69 a | 259.12±16.98 b | 10.23±0.98 ab | 32.34±1.28 a | 1.61±0.12 c | 101.25±6.78 ab | 8 976.04±712.23 ab |
| T6 | 3.56±0.26 a | 179.32±6.90 a | 229.41±15.24 bc | 9.21±1.24 b | 29.32±2.22 a | 1.54±0.01 c | 98.36±4.31 b | 8 706.09±785.26 ab |
| T7 | 3.40±0.17 a | 170.36±5.98 a | 298.99±30.67 a | 9.82±0.06 b | 30.11±4.35 a | 1.53±0.03 c | 98.45±2.57 b | 8 178.99±861.23 b |
处理 Treatment | 序列数 Raw read | OTU数量Number of OTUs | 覆盖度 Good’s coverage | Ace指数 Ace index | Shannon指数 Shannon index | Chao1指数 Chao l index |
|---|---|---|---|---|---|---|
| CK | 777 095 | 1 533±35.23 b | 0.999 0±0.00 a | 820.16±36.21 c | 8.21±1.23 bcd | 858.71±12.31 d |
| T2 | 77 453 | 1 748±38.96 a | 0.999 2±0.00 a | 996.07±38.22 c | 7.86±1.11 cd | 1 052.72±14.33 cd |
| T3 | 68 494 | 1 375±29.64 c | 0.999 8±0.01 a | 953.15±37.26 c | 8.26±1.20 bcd | 1 022.57±13.98 cd |
| T4 | 77 349 | 1 680±37.12 a | 0.999 4±0.01 a | 1 457.67±41.23 a | 8.36±1.19 bc | 1 485.35±15.94 a |
| T5 | 77 839 | 1 352±28.11 c | 0.996 5±0.00 a | 1 241.51±40.62 b | 7.76±1.05 d | 1 252.65±14.35 bc |
| T6 | 77 219 | 1 388±28.31 c | 0.999 0±0.00 a | 1 497.45±42.54 a | 8.93±1.15 a | 1 531.94±16.01 a |
| T7 | 78 013 | 1 213±26.86 c | 0.999 7±0.00 a | 1 360.74±41.78 ab | 8.64±1.12 ab | 1 431.60±15.87 ab |
表 3 不同改良措施处理下土壤细菌测序及群落α 多样性指数
Table 3 Bacterial sequencing and community α diversity index of soil treated with different improvement measures
处理 Treatment | 序列数 Raw read | OTU数量Number of OTUs | 覆盖度 Good’s coverage | Ace指数 Ace index | Shannon指数 Shannon index | Chao1指数 Chao l index |
|---|---|---|---|---|---|---|
| CK | 777 095 | 1 533±35.23 b | 0.999 0±0.00 a | 820.16±36.21 c | 8.21±1.23 bcd | 858.71±12.31 d |
| T2 | 77 453 | 1 748±38.96 a | 0.999 2±0.00 a | 996.07±38.22 c | 7.86±1.11 cd | 1 052.72±14.33 cd |
| T3 | 68 494 | 1 375±29.64 c | 0.999 8±0.01 a | 953.15±37.26 c | 8.26±1.20 bcd | 1 022.57±13.98 cd |
| T4 | 77 349 | 1 680±37.12 a | 0.999 4±0.01 a | 1 457.67±41.23 a | 8.36±1.19 bc | 1 485.35±15.94 a |
| T5 | 77 839 | 1 352±28.11 c | 0.996 5±0.00 a | 1 241.51±40.62 b | 7.76±1.05 d | 1 252.65±14.35 bc |
| T6 | 77 219 | 1 388±28.31 c | 0.999 0±0.00 a | 1 497.45±42.54 a | 8.93±1.15 a | 1 531.94±16.01 a |
| T7 | 78 013 | 1 213±26.86 c | 0.999 7±0.00 a | 1 360.74±41.78 ab | 8.64±1.12 ab | 1 431.60±15.87 ab |
图3 不同改良措施下土壤细菌群落系统发育树注:不同分类级别的每个圆圈表示该级别的分类,黄色表示丰度没有显著变化,圆形直径的大小表示相对丰度。
Fig. 3 Cladogram of soil bacterial community under different treatmentsNote: Each circle at a different classification level represents the classification at that level, yellow indicates no significant change in relative abundance, diameter of the circular indicates relative abundance.
图4 属水平上不同施肥处理下土壤细菌的相对丰度和土壤环境因子间的RDA分析
Fig. 4 RDA analysis of soil bacteria relative abundance and among soil environmental factors under different fertilization
| 环境因子 Environmental factor | 相关系数 Correlation coefficient | P值P value |
|---|---|---|
| 全氮TN | 0.213 4 | 0.004 |
| 速效氮AN | 0.413 6 | 0.004 |
| 速效钾AK | 0.483 2 | 0.050 |
| 速效磷AP | 0.589 6 | 0.001 |
| 有机碳SOC | 0.493 1 | 0.003 |
| 可溶解性盐SS | 0.096 7 | 0.050 |
表4 基于属水平的细菌群落和环境因子之间相关分析
Table 4 Correlation analysis between bacterial communities and environmental factors at the genus level
| 环境因子 Environmental factor | 相关系数 Correlation coefficient | P值P value |
|---|---|---|
| 全氮TN | 0.213 4 | 0.004 |
| 速效氮AN | 0.413 6 | 0.004 |
| 速效钾AK | 0.483 2 | 0.050 |
| 速效磷AP | 0.589 6 | 0.001 |
| 有机碳SOC | 0.493 1 | 0.003 |
| 可溶解性盐SS | 0.096 7 | 0.050 |
| 1 | 陈宝书.牧草饲料作物栽培学[M].北京:中国农业出版社,2001:10-23. |
| CHEN B S. Forage and Forage Crop Cultivation Studies [M]. Beijing: China Agricultural Press, 2001:10-23. | |
| 2 | 赵秀芳,戎郁萍,赵来喜.我国燕麦种质资源的收集和评价[J].草业科学,2007,24(3)36-40. |
| ZHAO X F, RONG Y P, ZHAO L X. The collection of oat (Avena sativa) in China [J]. Pratac. Sci., 2007, 24(3):36-40. | |
| 3 | 李刚,郑敏娜,李荫藩.饲用燕麦品种在晋北农牧交错区的生产性能和营养价值研究[J].中国农业科技导报,2021,23(12):42-53. |
| LI G, ZHENG M N, LI Y F. Study on the production performance and nutritional value of fed oat varieties in northern Shanxi province [J]. J. Agric. Sci. Technol., 2021, 23(12):42-53. | |
| 4 | 侯龙鱼,朱泽义,杨杰,等.我国饲草用燕麦现状、问题和潜力[J].西南民族大学学报(自然科学版),2019,45(3):248-253. |
| HOU L Y, ZHU Z Y, YANG J, et al.. Current status, problems and potentials of forage oat in China [J]. J. Southwest Univ. Nat. (Nat. Sci.), 2019, 45(3):248-253. | |
| 5 | 李生仪,孙延亮,赵俊威,等.施氮对苜蓿根际土壤微生物数量、酶活性及干草产量的影响[J].中国草地学报,2022, 44(4):113-119. |
| LI S Y, SUN Y L, ZHAO J W, et al.. Effect of nitrogen application on microbial quantity, enzyme activity and hay yield in alfalfa rhizosphere [J]. Chin. J. Grassland, 2022, 44(4):113-119. | |
| 6 | VOURLITIS G L, ZORBA G, PASQUINII S C, et al.. Chronic nitrogen deposition enhances nitrogen mineralization potential of semiarid shrubland soils [J]. Soil Sci. Soc. J., 2007, 123(1):836-842. |
| 7 | ZEGLIN L H, STURSOVA M, SINSABAUGH R L, et al.. Microbial responses to nitrogen addition in three contrasting grassland ecosystems [J]. Oecologia, 2007, 154(2):349-359. |
| 8 | 郑敏娜,梁秀芝,韩志顺,等.不同改良措施对盐碱土土壤细菌群落多样性的影响[J].草地学报,2021,29(6):1200-1210. |
| ZHENG M N, LIANG X Z, HAN Z S, et al.. Effects of different improvement measures on the diversity of soil bacteria communities in salt-alkali soil [J]. Acta Agrestia Sin., 2021, 29(6):1200-1210. | |
| 9 | 商丽荣,万里强,李向林.有机肥对羊草草原土壤细菌群落多样性的影响[J].中国农业科学,2020,53(13):2614-2624. |
| SHANG L R, WAN L Q, LI X L. Effects of organic fertilizer on soil bacterial community diversity in Leymus chinensis steppe [J]. Sci. Agric. Sin., 2020, 53(13):2614-2624. | |
| 10 | 鲍士旦. 土壤农化分析[M].北京:中国农业出版社,2001:1-495. |
| 11 | WU M, QIN H, CHEN Z, et al.. Effect of long-term fertilization on bacterial composition in rice paddy soil [J]. Biol. Fert. Soils, 2011, 47:397-405. |
| 12 | DAQUIADO A R, KUPPUSAMY S, KIM S Y, et al.. Pyrosequencing analysis of bacterial community diversity in long-term fertilized paddy field soil [J]. Appl. Soil Ecol., 2016, 108:84-91. |
| 13 | ZHONG W H, GU T, WANG W, et al.. The effects of mineral fertilizer and organic manure on soil microbial community and diversity [J]. Plant Soil, 2010, 326(1/2):511-522. |
| 14 | 樊晓刚,金轲,李兆君,等.不同施肥和耕作制度下土壤微生物多样性研究进展[J].植物营养与肥料学报, 2010,16(3) :744-751. |
| FAN X G, JIN K, LI Z J, et al.. Progress in soil microbial diversity under different fertilization and tillage systems [J]. Plant Nutr. Fert. Sci., 2010, 16(3):744-751. | |
| 15 | ZHAO J, ZHANG R F, XUE C, et al.. Pyrosequencing reveals contrasting soil bacterial diversity and community structure of two main winter wheat cropping systems in China [J]. Microb. Ecol., 2014, 67: 443-453. |
| 16 | 苏贝贝,张英,道日娜.4种豆科栽培牧草根际土壤细菌群落分布特征研究[J].草地学报,2021,29(2):250-258. |
| SU B B, ZHANG Y, DAO R N. Distribution of bacterial communities in rhizosphere of four legume cultivated grasses [J]. Acta Agrestia Sin., 2021, 29(2):250-258. | |
| 17 | SUN R, ZHANG X, GUO X, et al.. Bacterial diversity in soils subjected to long-term chemical fertilization can be more stably maintained with the addition of livestock manure than wheat straw [J]. Soil Biol. Biochem., 2015, 88(9):9-18. |
| 18 | GE G, LI Z, FAN F, et al.. Soil biological activity and their seasonal variations in response to long-term application of organic and inorganic fertilizers [J]. Plant Soil, 2010, 326:31-44. |
| 19 | XU J, LIU S J, SONG S R, et al.. Arbuscular mycorrhizal fungi influence decomposition and the associated soil microbial community under different soil phosphorus availability [J]. Soil Biol. Biochem., 2018, 20:181-190. |
| 20 | KOPECKY J, KYSELKOVA M, OMELKA M, et al.. Actinobacterial community dominated by a distinct clade in acidic soil of a waterlogged deciduous forest [J]. FEMS Microb. Ecol., 2011, 78(2):386-394. |
| 21 | SUN J, ZHANG Q, ZHOU J, et al.. Pyrosequencing technology reveals the impact of different manure doses on the bacterial community in apple rhizosphere soil [J]. Appl. Soil Ecol., 2014, 78:28-36. |
| 22 | 卡着才让, 德科加, 徐成体.不同施肥时间及施氮水平对高寒草甸生物量和土壤养分的影响[J].草地学报, 2015, 23(4): 726-732. |
| KA Z C R, DE K J, XU C T, et al.. The effects of different fertilization time and nitrogen application levels on biomass and soil nutrients in Alpine meadow [J]. Acta Agrestia Sin., 2015, 23(4): 726-732. | |
| 23 | CHEN X, JIANG N, CHEN Z H, et al.. Response of soil phoD phosphatase gene to long-term combined applications of chemical fertilizers and organic materials [J]. Appl. Soil Ecol., 2017, 119(10):197-204. |
| 24 | LI M, JAIN S, DICK G J. Genomic and transcriptomic resolution of organic matter utilization among deep-sea bacteria in Guaymas basin hydrothermal plumes [J/OL]. Front. Microbiol., 2016, 7: 1125 [2022-05-10]. . |
| 25 | LINO T, MORI K, UCHINO Y, et al.. Ignavibacterium album gen. nov., sp. nov., a moderately thermophilic anaerobic bacterium isolated from microbial mats at a terrestrial hot spring and proposal of Ignavibacteria classis nov., for a novel lineage at the periphery of green sulfur bacteria [J]. Int. J. Syst. Evol. Microbiol., 2010, 60(6):1376-1382. |
| 26 | XUN W B, HUANG T, ZHAO J, et al.. Environmental conditions rather than microbial inoculum composition determine the bacterial composition, microbial biomass and enzymatic activity of reconstructed soil microbial communities [J]. Soil Biol. Biochem., 2015, 90(11):10-18. |
| [1] | 胡雯, 张朋朋, 庄丽萍, 王鹏丽, 邹养军. 不同品种三叶草覆盖对旱地苹果园土壤理化特性和叶片生理特征的影响[J]. 中国农业科技导报, 2025, 27(9): 193-203. |
| [2] | 周峻宇, 谷雨, 吴海勇, 李明德, 刘琼峰, 周旋, 董春华. 柠檬酸强化籽粒苋修复镉污染土壤效果研究[J]. 中国农业科技导报, 2025, 27(9): 215-223. |
| [3] | 曹航, 杨新兵, 刘彦林, 霍娜, 刘小宽, 李新月. 石灰岩矿山重构土理化性质及酶活性变化[J]. 中国农业科技导报, 2025, 27(8): 168-178. |
| [4] | 王璨, 崔强, 时倩茹, 唐浩, 宁欣杰, 张静静, 杨素勤, 张彪. 3种调理剂对不同镉污染土壤钝化效果及微生物群落的影响[J]. 中国农业科技导报, 2025, 27(8): 215-226. |
| [5] | 肖淑婷, 颜安. 天山典型天然林土壤有机碳分布特征及其影响因素[J]. 中国农业科技导报, 2025, 27(8): 227-238. |
| [6] | 张然, 高永, 梁钰镁, 党晓宏, 高苗苗, 刘宏义, 高雪琴. 两种飞播植物对结皮土壤颗粒组成和有机质的影响[J]. 中国农业科技导报, 2025, 27(7): 172-181. |
| [7] | 周琦, 刘强, 张靖, 邓超超, 王振龙, 柳洋, 吴芳, 常浩, 周彦芳, 宿翠翠, 施志国, 高正睿, 马凤捷. 有机肥替代化肥对土壤生物学特性及南瓜产量的影响[J]. 中国农业科技导报, 2025, 27(7): 190-203. |
| [8] | 张曦瑜, 沈幸, 李伟, 谢文歌, 李杰, 杨昌浩, 柴仲平. 氮肥减量配施有机肥对库尔勒香梨园土壤细菌群落结构的影响[J]. 中国农业科技导报, 2025, 27(7): 217-228. |
| [9] | 董雪, 黄雅茹, 李帅, 徐光甫, 陈晓娜, 刘源, 郭俊廷, 辛智鸣. 乌兰布和沙漠沙冬青液流变化及其影响因子[J]. 中国农业科技导报, 2025, 27(7): 241-249. |
| [10] | 郑刚, 许鹏, 陈栋泉, 杨松梅, 吴敏生, 杨然兵. 沙地鲜食甘薯收获机输送分离装置设计与试验[J]. 中国农业科技导报, 2025, 27(6): 104-112. |
| [11] | 张莹, 谷海红, 艾艳君, 李富平, 吴梓敬. 丛枝菌根真菌对土壤碳平衡的影响研究进展[J]. 中国农业科技导报, 2025, 27(6): 170-183. |
| [12] | 齐潇雨, 郭艳杰, 柳鹭, 张子涛, 张丽娟, 吉艳芝. 种植年限对设施葡萄园土壤盐渍化及微生物群落的影响[J]. 中国农业科技导报, 2025, 27(6): 218-228. |
| [13] | 王会来, 李帅, 王寅, 吴东涛, 马嘉伟, 叶正钱, 池永清, 王美. 长期施肥对葡萄土壤细菌群落多样性及ARGs分布的影响[J]. 中国农业科技导报, 2025, 27(6): 229-239. |
| [14] | 田甜, 杨振奇, 郭建英, 要振宇, 赵天启, 刘心宇, 王子薇. 放牧强度对荒漠草原土壤团聚体稳定性及可蚀性的影响[J]. 中国农业科技导报, 2025, 27(5): 156-163. |
| [15] | 刘岑薇, 叶菁, 林怡, 李艳春, 王义祥. 炭基猪粪肥对叶用甘薯产量及土壤Pb、Cd钝化效果的影响[J]. 中国农业科技导报, 2025, 27(4): 169-178. |
| 阅读次数 | ||||||
|
全文 |
|
|||||
|
摘要 |
|
|||||