Response of apple orchard bacteria co-occurrence network pattern to long-term organic fertilizer input

被引:11
|
作者
Zhao, Zhiyuan [1 ]
Ma, Yanting [1 ]
Zhang, Ai [1 ]
Chen, Yumeng [1 ]
Zheng, Zhaoxia [1 ]
Zheng, Wei [1 ,2 ]
Zhai, Bingnian [1 ,2 ,3 ]
机构
[1] Northwest A&F Univ, Coll Nat Resources & Environm, South Campus ,3 Taicheng Rd, Yangling 712100, Peoples R China
[2] Minist Agr, Key Lab Plant Nutr & Agrienvironm Northwest China, Beijing 712100, Peoples R China
[3] Northwest A&F Univ, Apple Expt Stn, Baishui 715600, Peoples R China
基金
中国国家自然科学基金;
关键词
Apple orchard; Ecological network; Organic fertilizer; Plant growth stage; Soil microbiome; MICROBIAL COMMUNITY STRUCTURE; NITROGEN-FERTILIZATION; ENZYME-ACTIVITIES; SOIL; DIVERSITY; RHIZOSPHERE; COMPLEXITY; FUNGAL; SENSITIVITY; INCREASES;
D O I
10.1016/j.apsoil.2023.105035
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Organic fertilizer substitution is frequently used for increasing the apple yield and soil fertility. However, the effects of organic fertilizer substitution on soil microbial communities and their co-occurrence patterns in apple orchard are still unclear. In the present study, we investigated the soil bacterial communities in apple orchard after 12 years of different fertilization regimes. Soil samples were collected in the four major periods of apple tree growth under four fertilization strategies: no fertilization control (CK), organic fertilizer (M), chemical fertilizer (NPK), and partial substitution of chemical fertilizer with organic fertilizer (MNPK). The soil bacterial com-munity was significantly affected by the fertilization strategy (R2 = 0.22), growth period (R2 = 0.22), and their interactions (R2 = 0.28). The & alpha;-diversity (Shannon and Richness indexes) was generally stable in the budding and setting periods of apple tree, but the & alpha;-diversity indexes in the swelling and maturing periods were 7.05 % and 7.20 % lower for NPK and MNPK compared with CK and M, respectively. The dissimilarities of the bacterial communities determined based on the Bray-Curtis distances in different growth periods were greater in MNPK than CK, M, and NPK. Network analysis showed that connections between bacterial taxa were more frequent for MNPK, where the number of total links were 130.28 %, 56.86 % and 143.82 % higher than CK, M, and NPK, respectively. The percentage of positive interaction in NPKM was 81 %, which was higher than the other treatments. These results demonstrate that long-term organic fertilizer substitution made the bacterial com-munity more sensitive to environmental changes. More keystone species were detected in the network for MNPK (module and connector hubs = 18), and the complexity and connectivity of the bacterial network increased after long-term organic fertilizer substitution. More modules in the networks for M and MNPK had significant re-lationships with the soil DON, MBC, and SOC than those in the networks for CK and NPK, indicating that more bacteria in organic fertilizer treatments participated in the C and N turnover. Overall, long-term organic fertilizer substitution made the bacterial community more sensitive to environmental changes, and might stimulated the soil C and N cycles.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Long-term economic evaluation of five cultivars in two organic apple orchard systems in Vermont, USA, 2006-2013
    Bradshaw, T. L.
    Berkett, L. P.
    Moran, R. E.
    Garcia, M. E.
    Darby, H. M.
    Parsons, R. L.
    Kingsley-Richards, S. L.
    Griffith, M. C.
    Bosworth, S. C.
    Gorres, J. H.
    INTERNATIONAL SYMPOSIUM ON INNOVATION IN INTEGRATED AND ORGANIC HORTICULTURE (INNOHORT), 2016, 1137 : 315 - 321
  • [22] Connecting soil dissolved organic matter to soil bacterial community structure in a long-term grass-mulching apple orchard
    Yang, Jianfeng
    Duan, Yumin
    Zhang, Rongqin
    Liu, Chen
    Wang, Yuanji
    Li, Ming
    Ding, Yuanyuan
    Awasthi, Mukesh Kumar
    Li, Huike
    INDUSTRIAL CROPS AND PRODUCTS, 2020, 149
  • [23] Long-term organic fertilizer substitution increases rice yield by improving soil properties and regulating soil bacteria
    Liu, Jiai
    Shu, Aiping
    Song, Weifeng
    Shi, Wenchong
    Li, Mingcong
    Zhang, Wenxue
    Li, Zuzhang
    Liu, Guangrong
    Yuan, Fusheng
    Zhang, Shuxin
    Liu, Zengbing
    Gao, Zheng
    GEODERMA, 2021, 404
  • [24] To lose is to win: Long-term co-occurrence of two asexual populations realized by a dormant strategy of the inferior competitor
    Maruoka, Natsumi
    Yamaki, Kenyu
    Makino, Wataru
    Urabe, Jotaro
    FUNCTIONAL ECOLOGY, 2024, 38 (05) : 1121 - 1133
  • [25] Rice developmental stages modulate rhizosphere bacteria and archaea co-occurrence and sensitivity to long-term inorganic fertilization in a West African Sahelian agro-ecosystem
    Dondjou, Donald Tchouomo
    Diedhiou, Abdala Gamby
    Mbodj, Daouda
    Mofini, Marie-Therese
    Pignoly, Sarah
    Ndiaye, Cheikh
    Diedhiou, Issa
    Assigbetse, Komi
    Manneh, Baboucarr
    Laplaze, Laurent
    Kane, Aboubacry
    ENVIRONMENTAL MICROBIOME, 2023, 18 (01)
  • [26] Rice developmental stages modulate rhizosphere bacteria and archaea co-occurrence and sensitivity to long-term inorganic fertilization in a West African Sahelian agro-ecosystem
    Donald Tchouomo Dondjou
    Abdala Gamby Diedhiou
    Daouda Mbodj
    Marie-Thérèse Mofini
    Sarah Pignoly
    Cheikh Ndiaye
    Issa Diedhiou
    Komi Assigbetse
    Baboucarr Manneh
    Laurent Laplaze
    Aboubacry Kane
    Environmental Microbiome, 18
  • [27] Patterns of denitrifier communities assembly and co-occurrence network regulate N2O emissions in soils with long-term contrasting tillage histories
    Wang, Weiyan
    Zhang, Houping
    Lin, Xiang
    Wang, Dong
    Liao, Yuncheng
    Wen, Xiaoxia
    AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 2022, 339
  • [28] Spatial pattern and co-occurrence network of microbial community in response to extreme environment of salt lakes on the Qinghai-Tibet Plateau
    Li, Xianrong
    Liu, Qian
    Yu, Xiaowen
    Zhang, Chenru
    Liu, Mingjian
    Zhou, Xinhao
    Gu, Chengxiang
    Wang, Min
    Shao, Hongbing
    Li, Jiansen
    Jiang, Yong
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (08) : 20615 - 20630
  • [29] Spatial pattern and co-occurrence network of microbial community in response to extreme environment of salt lakes on the Qinghai-Tibet Plateau
    Xianrong Li
    Qian Liu
    Xiaowen Yu
    Chenru Zhang
    Mingjian Liu
    Xinhao Zhou
    Chengxiang Gu
    Min Wang
    Hongbing Shao
    Jiansen Li
    Yong Jiang
    Environmental Science and Pollution Research, 2023, 30 : 20615 - 20630
  • [30] Effects of long-term metal exposure on the structure and co-occurrence patterns of the oral microbiota of residents around a mining area
    Pei, Shuwei
    Feng, Lu
    Zhang, Yonghua
    Liu, Jiangyun
    Li, Jia
    Zheng, Qiwen
    Liu, Xingrong
    Luo, Bin
    Ruan, Ye
    Li, Huan
    Hu, Weigang
    Niu, Jingping
    Tian, Tian
    FRONTIERS IN MICROBIOLOGY, 2023, 14