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Long-term N and NPK fertilizations induce significant alterations in microbial compositions and co-occurrence patterns in saturated soil layers

文献类型: 外文期刊

作者: Du, Lei 1 ; Guo, Xinnian 5 ; Luo, Kongyan 3 ; Xiao, Xinzong 6 ; Zhong, Haohui 3 ; Sun, Jiao 5 ; Xia, Jianxin 2 ; Chen, Qian 3 ;

作者机构: 1.Inner Mongolia Agr Univ, Hohhot 010018, Peoples R China

2.Minzu Univ China, Coll Life & Environm Sci, Beijing 100081, Peoples R China

3.Peking Univ, Coll Environm Sci & Engn, Key Lab Water & Sediment Sci, Minist Educ, Beijing 100871, Peoples R China

4.All Mat Fluxes River Ecosyst, State Environm Protect Key Lab, Beijing 100871, Peoples R China

5.Ningxia Acad Agr & Forestry Sci, Inst Agr Resources & Environm, Yinchuan 750002, Ningxia, Peoples R China

6.China South North Water Divers Middle Route Corp L, Beijing 100038, Peoples R China

关键词: Soil microbiome; Nitrogen fertilizer; Saturated layer; Co-occurrence patterns; Ecological functions

期刊名称:JOURNAL OF CLEANER PRODUCTION ( 影响因子:10.0; 五年影响因子:10.7 )

ISSN: 0959-6526

年卷期: 2025 年 506 卷

页码:

收录情况: SCI

摘要: The subsurface soil environment, spanning from the vadose zone to the saturated zone, serves as a critical zone where diverse soil processes and biogeochemical interactions take place. However, the specific influence of longterm fertilization on microbial interactions in this zone remains unclear. In this study, we conducted a five-year field experiment, collecting 76 soil samples from three 0-20 m boreholes to investigate the effects of fertilization (N-addition and NPK-addition) on bacterial, fungal and archaeal communities along the soil profile. Long-term fertilization significantly altered the composition, assembly processes, and inter-kingdom co-occurrence patterns of bacterial, archaeal and fungal communities. These changes were particularly pronounced in the saturated soil layer (5-20 m), where the network complexity increased (average degree rising by 5.19 and 8.05 times under Naddition and NPK-addition, respectively) and stability reduced (modularity decreased by 0.47 times and 0.43 times, respectively). Further analysis revealed that pH and nutrients were the main drivers of microbial communities and interactions under both fertilization treatments, explaining 97.20 % of variance in N-addition and 96.70 % in NPK-addition. Moreover, compared to N-addition, the NPK-addition treatment exhibited greater environmental friendliness, with enhanced carbon and nitrogen metabolic potential. This relatively milder impact could be attributed to the enhanced "bridge" role of fungi, acting as stabilizers in the inter-kingdom network. Our findings not only provided new insights into the influence of fertilization on microbial composition and inter-kingdom co-occurrence patterns in the saturated soil layer, but also highlighted the specific role of fungi in mitigating the disruption caused by fertilization.

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S.;Thapa, Monish Kumar;Javid, Osman;Nagar, Padamnabhi Shanker;Rajan, Priyadarsanan Dharma;Salini, S.;Rathod, Sachin G.;Molur, Sanjay;Singh, Sarvesh Kumar;Phartyal, Shyam S.;Karuppusamy, Subbiah;Sheikh, Taslima;Irham, Mohammad;Muhaimin, Muhamad;Mustaqim, Wendy Achmmad;Yonvitner;Mahdavi, Ahmad;Azani, Nasim;Pourghorban, Zohreh;Zeraatkar, Amin;Zeraatkar, Amin;Pahlevani, Amir Hossein;Pirani, Atefeh;Memarian, Farshid;Moazzeni, Hamid;Habibi, Meysam;Doostmohammadi, Moslem;Griffin, Bogna;Guiry, Michael;Jackson, Patrick N. Wyse;Bouskila, Amos;Shacham, Boaz;Gossa, Tegenu;Ballerio, Alberto;Allievi, Alessandro;de Jager, Gerhard;Petroni, Giulio;Peruzzi, Lorenzo;D'Antraccoli, Marco;Serra, Valentina;Bisi, Alessandro;Chiarucci, Alessandro;Hilpold, Andreas;Rosso, Antonietta;Sciuto, Francesco;Mingozzi, Antonio;Giovanni, Boano;Massa, Bruno;Marrone, Federico;Vecchioni, Luca;Guarino, Riccardo;Giusto, Carlo;Lombardi, Chiara;Nepi, Chiara;Scaccini, Davide;Fontaneto, Diego;Banfi, Enrico;Rigato, Fabrizio;Galasso, Gabriele;Chiozzi, Giorgio;Gallo, Enrico;Bertasi, Fabio;Bartolucci, Fabrizio;Fabbriciani, Fabrizio;Andreone, Franco;Polgar, Gianluca;Filibeck, Goffredo;Tessa, Giulia;Gardini, Giulio;Fenu, Giuseppe;Mazzini, Ilaria;Langeneck, Joachim;Bartolozzi, Luca;Bologna, Marco A.;Abeli, Thomas;Dellacasa, Marco;Uliana, Marco;Novarini, Nicola;Faccoli, Massimo;Majorano, Paolo;Zilioli, Michele;Raia, Pasquale;Cerretti, Pierfilippo;Poggi, Roberto;Bertolino, Sandro;Orsenigo, Simone;Martellos, Stefano;Greuter, Werner;Greuter, Werner;Kouakou, Lombart Maurice;Kato, Daichi;Yadav, Harsh;Chiba, Hideyuki;Chiba, Hideyuki;Yoshitomi, Hiroyuki;Kakui, Keiichi;Kwak, Mackenzie L.;Dick, Matthew H.;Ikuno, Kenji;Genka, Masaaki;Yano, Okihito;Kakizoe, Showtaro;Hellemans, Simon;Jashenko, Roman;Dujsebayeva, Tatjana;Kabak, Ilya;Kabak, Ilya;Katumo, Daniel Mutavi;Baasanmunkh, Shukherdorj;Choi, Hyeok Jae;Shin, Jae-Seo;Eun, Lim Ji;Jung, Eui-Kwon;Kim, Young-Dong;Lazkov, Georgii;Strijk, Joeri Sergej;Shavrin, Alexey;Greke, Kristine;Kalnins, Martins;Petrasiunas, Andrius;Uogintas, Domas;Stonis, Jonas R.;Gudzinskas, Zigmantas;Sokolova, Elena;Kharchenko, Viktoria;Andriambololonera, Sylvie;Kumaran, Jayaraj Vijaya;Appalasamy, Suganthi;Prozorov, Alexey M.;Dembele, Jacques;Hanan Alipi, Ana Maria;Solano Gomez, Aniceto Rodolfo;Maruri-Aguilar, Beatriz;Ramirez Diaz, Claudia Janeth;Carnevali Fernandez-Concha, German;Ramirez-Morillo, Ivon M.;Stefano Duno, Rodrigo;Delgadillo-Moya, Claudio;Prieto Torres, David Alexander;Daniel Tejero-Diez, J.;Meave, Jorge A.;Alvarado Cardenas, Leonardo Osvaldo;Terrazas, Teresa;Barradas, Victor L.;Adilson Pinedo-Escatel, J.;Murugan, Gopal;Ruiz Sanchez, Eduardo;Sanchez Martinez, Emiliano;Hernandez Martinez, Maria Magdalena;Gomez-Noguez, Felipe;Montiel Canales, Gustavo;Socorro Gonzalez-Elizondo, M.;Gonzalez Elizondo, Martha;Rolando Bastida-Zavala, J.;del Socorro Garcia-Madrigal, Maria;Alvarado Rodriguez, Jose Fernando;Lopez Mata, Lauro;Gonzalez Ledesma, Manuel;Ramirez-Marcial, Neptali;Cuevas Guzman, Ramon;Martinez-Camilo, Rub'n;Adilson Pinedo-Escatel, J.;Boldgiv, Bazartseren;Mathieu, Chambouleyron;Lermmel, Claude;Leger, Jean-Francois;Farooq, Harith;Irish, John;Shrestha, Krishna;Dop, A. 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V., Jr.;Esselstyn, Jacob;Eberhard, Jessica;Harms, Kyle E.;Johnson, Andrew;Capparella, Angelo;Rossi, Anthony;Casamatta, Dale;Namayandeh, Armin;Borkent, Art;Smith, Brian Tilston;Engel, Michael S.;Hellenthal, Barbara;Ratcliffe, Brett C.;O'Shea, Brian J.;Schmitt, C. Jonathan;Boufford, David;Morris, Paul J.;Shakya, Subir;Swift, Camm C.;McLeod, Samuel A.;Cohen, Chris M.;Borkent, Christopher J.;Borkent, Christopher J.;Rogers, D. Christopher;Gonzalez, Victor H.;Koenemann, Daniel;Campbell, David;Krause, David W.;Cushing, Paula;Sikes, Derek;Les, Don;DeKeyser, Edward S.;Cruz-Rivera, Edwin;Carter, Emily;Seeholzer, Glenn Fairbanks;Pratt, H. Douglas;Gerwin, John A.;Kaiser, Hinrich;Machio, Irene Villa;Harber, Julian;Zander, Richard H.;Gereau, Roy E.;Applequist, Wendy;Egger, J. 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Kevan Schoonover;Hellenthal, Ronald;Meier, Rose;Heads, Sam W.;James, Samuel Wooster;Hilty, Steve;Adams, Susan B.;Letcher, Susan G.;Wood, Timothy S.;Walsh, S. J.;Murphy, William L.;Thomas, William Wayt;Khalimov, F. Z.;Rakhimov, Mukhammadtuychi;Abdullajonovich, Shodmonov Feruz;Tashpulatov, Yigitali;Rojas-Runjaic, Fernando J. M.;Cerda Perez, Hugo Gullermo;Torrecilla, Pedro;Zapata, Thirza Ruiz;Hoa, Hoang Quynh;Nguyen, Ngoc;Sharp, Cathy;Fitzpatrick, Moira

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  • Aquatic plants detection in crab ponds using UAV hyperspectral imagery combined with transformer-based semantic segmentation model

    作者:Yu, Zijian;Xie, Tingyu;Zhu, Qibing;Zhao, Xin;Dai, Peiyu;Mao, Xing;Ren, Ni;Guo, Xinnian

    关键词:Aquatic plants; Crab ponds; UAV hyperspectral imagery; Semantic segmentation