Abstract
The leafy vegetable production is challenged by the excessive water and fertilizer input, as well as the continuous cropping obstacle caused by the soil environment change. The different combinations of irrigation methods, bedding types and film mulch would change the irrigation input and the soil environment, but the influence of these different combinations on yield and its relation to the soil microbial communities were not fully researched. Therefore, a 4-year experiment was designed. There were five treatments: flat-bed with flood irrigation (FF), flat-bed with drip irrigation (FD), flat-bed with drip irrigation under film mulch (FDM), raised-bed with drip irrigation (RD) and raised-bed with drip irrigation under film mulch (RDM). As a result, FDM had the highest celery yield and moderate crop quality when comparing the three seasons’ average. It produced relatively lower yield in 2016, and the highest yield in both 2017 and 2019, which were, respectively, 13.64% and 10.69% higher than the FF did. The FDM also led to the highest soil nitrate and second-highest ammonium nitrogen concentration by the end of the whole experiment, which was 25.62% and 49.63% higher than FF did. After 4-year cultivation, the key microbes promoted by FDM related to nitrogen-fixing included norank_f_Rhodospirillaceae, norank_c_Nitrospira and Nitrosomonadaceae. Meanwhile, the quantity of Caldilineaceae, Hydrogenispora and Halocella was reduced in the soil of FDM, potentially helping maintain the soil organic carbon pool. Besides, FDM suppressed several potential pathogenic communities, including bacteria family BIrii41 and fungi genera Aspergillus and Gibellulopsis. The water flow pattern in flat-bed and film plastic residue could cause the change of soil nitrogen cycling pattern and microbial community. In a word, FDM benefitted the crop yield mainly by improving crop available nitrogen, and it potentially reduced the soil carbon loss and crop disease pathogens.
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Data availability
The experiment data is available under specific requirement to the corresponding author.
Abbreviations
- AK:
-
Available potassium
- AP:
-
Available phosphorus
- ECa:
-
Exchangeable calcium
- EMg:
-
Exchangeable magnesium
- FD:
-
Flat-bed with drip irrigation
- FDM:
-
Flat-bed with drip irrigation under film mulch
- FF:
-
Flat-bed with flood irrigation
- LDA:
-
Linear discriminant analysis
- LEfSe:
-
Linear discriminant analysis effect size
- NO3-N:
-
Nitrate nitrogen
- NH4-N:
-
Ammonia nitrogen
- OM:
-
Organic matter
- OTU:
-
Operational taxonomic units
- RD:
-
Raside bed with drip irrigation
- RDM:
-
Raised-bed with drip irrigation under film mulch
- TN:
-
Total nitrogen
- TP:
-
Total phosphorus
- TK:
-
Total potassium
- TCa:
-
Total calcium
- TMg:
-
Total magnesium
References
Alliaume F, Rossing WAH, Tittonell P, Dogliotti S (2017) Modelling soil tillage and mulching effects on soil water dynamics in raised-bed vegetable rotations. Eur J Agron 82:268–281. https://doi.org/10.1016/j.eja.2016.08.011
Bao S (2000) Soil agrochemical analysis, 3rd edn. China Agriculture Press, Beijing
Che Z, Wang J, Li J (2021) Effects of water quality, irrigation amount and nitrogen arid, salinity and cotton production China, Northwest. Agric Water Manage 247:106738. https://doi.org/10.1016/j.agwat.2021.106738
Chen N, Li X, Shi H, Yan J, Zhang Y, Hu Q (2023) Evaluating the effects of plastic film mulching duration on soil nitrogen dynamic and comprehensive benefit for corn (Zea mays L.) field. Agric Water Manage 286:108404. https://doi.org/10.1016/j.agwat.2023.108404
Coelho EF, Santos DL, de Lima LWF, Castricini A, Barros DL, Filgueiras R, Cunha FFD (2022) Water regimes on soil covered with plastic film mulch and relationships with soil water availability, yield, and water use efficiency of papaya trees. Agric Water Manage 269:107709. https://doi.org/10.1016/j.agwat.2022.107709
Dou X, Wang R, Li C, Zheng C, Zhou X (2022) Spatial distribution of soil water, plant roots, and water use pattern under different drip fertigation regimes in an apple-soybean intercropping system on the Loess Plateau, China. Agric Water Manage 269:107718. https://doi.org/10.1016/j.agwat.2022.107718
Du B, Shukl MK, Ding R, Yang X, Du T (2022) Biofertilization with photosynthetic bacteria as a new strategy for mitigating photosynthetic acclimation to elevated CO2 on cherry tomato. Environ Exp Bot 194:104758. https://doi.org/10.1016/j.envexpbot.2021.104758
Fahong W, Xuqing W, Sayre K (2004) Comparison of conventional, flood irrigated, flat planting with furrow irrigated, raised-bed planting for winter wheat in China. Field Crops Res 87(1):35–42. https://doi.org/10.1016/j.fcr.2003.09.003
Fan Z, Lin S, Zhang X, Jiang Z, Yang K, Jian D, Chen Y, Li J, Chen Q, Wang J (2014) Conventional flooding irrigation causes an overuse of nitrogen fertilizer and low nitrogen use efficiency in intensively used solargreenhouse vegetable production. Agric Water Manage 144:11–19. https://doi.org/10.1016/j.agwat.2014.05.010
Gao N, Yang B, Song Q, Li X, Chen W, Shen Y, Yue S, Li S (2023) Ammonia-oxidizing bacteria-driven autotrophic nitrification dominated nitrous oxide production in calcareous soil under long term plastic film mulching. Geoderma 435:116523. https://doi.org/10.1016/j.geoderma.2023.116523
García-Garizábal I, Causapé J, Abrahao R (2012) Nitrate contamination and its relationship with flood irrigation management. J Hydrol (amst) 442–443:15–22. https://doi.org/10.1016/j.jhydrol.2012.03.017
General Administration of Quality Supervision, Inspection And Quarantine (2016) Determination of nitrate nitrogen in soil—Ultraviolet spectrophotometry method. In: S. A. O. T. China (ed) GB/T 32737-2016 (Reprinted)
Goudarzi A, Bagheri A, Hajebi A (2022) Aspergillus niger causes black mould disease on Piarom dates, the most economically valuable export date cultivar in southern Iran. Crop Prot 160:106047. https://doi.org/10.1016/j.cropro.2022.106047
Guo N, Li L, Cui J, Cai B (2021) Effects of Funneliformis mosseae on the fungal community in and soil properties of a continuously cropped soybean system. Appl Soil Ecol Sect Agric Ecosyst Environ 164:103930. https://doi.org/10.1016/j.apsoil.2021.103930
Hefner M, Labouriau R, Nørremark M, Kristensen HL (2019) Controlled traffic farming increased crop yield, root growth, and nitrogen supply at two organic vegetable farms. Soil Tillage Res 191:117–130. https://doi.org/10.1016/j.still.2019.03.011
Heng S, Sutheeworapong S, Prommeenate P, Cheevadhanarak S, Kosugi A, Pason P, Waeonukul R, Ratanakhanokchai K, Tachaapaikoon C, Rasko D (2019) Complete genome sequence of Halocella sp. strain SP3-1, an extremely halophilic, glycoside hydrolase- and bacteriocin-producing bacterium isolated from a salt evaporation pond. Microbiol Resour Announc. https://doi.org/10.1128/MRA.01696-18
Hu X, Liu J, Liang A, Li L, Yao Q, Yu Z, Li Y, Jin J, Liu X, Wang G (2021) Conventional and conservation tillage practices affect soil microbial co-occurrence patterns and are associated with crop yields. Agric Ecosyst Environ 319:107534. https://doi.org/10.1016/j.agee.2021.107534
Incrocci L, Thompson RB, Fernandez-Fernandez MD, De Pascale S, Pardossi A, Stanghellini C, Rouphael Y, Gallardo M (2020) Irrigation management of European greenhouse vegetable crops. Agric Water Manage 242:106393. https://doi.org/10.1016/j.agwat.2020.106393
Jia Q, Shi H, Li R, Miao Q, Feng Y, Wang N (2021) Evaporation of maize crop under mulch film and soil covered drip irrigation: field assessment and modelling on West Liaohe Plain. China Agric Water Manage 253:106894. https://doi.org/10.1016/j.agwat.2021.106894
Jin J, Wood J, Franks A, Armstrong R, Tang C (2020) Long-term CO2 enrichment alters the diversity and function of the microbial community in soils with high organic carbon. Soil Biol Biochem 144:107780. https://doi.org/10.1016/j.soilbio.2020.107780
Khanom A, Azad MAK, Ali MM, Ali MY, Biswas SK, Rahman MM (2021) Plants and microbes’ responses to the net nitrification rates of chemical fertilizers in vegetable soils. Appl Soil Ecol 158:103783. https://doi.org/10.1016/j.apsoil.2020.103783
Korniłłowicz-Kowalska T, Andruszczak S, Bohacz J, Kraska P, Zejko MM, Nska-Poppe EK (2022) The effect of tillage and no-tillage system on culturable fungal communities in the rhizosphere and soil of two spelt cultivars. Appl Soil Ecol 174:104413. https://doi.org/10.1016/j.apsoil.2022.104413
Kücükyumuka C, Kacal E, Ertek A, Öztürk G, Kurttas YSK (2012) Pomological and vegetative changes during transition from flood irrigation to drip irrigation: Starkrimson delicious apple variety. Sci Hortic 136:17–23. https://doi.org/10.1016/j.scienta.2011.12.012
Li J, Wan X, Liu X, Chen Y, Slaughter LC, Weindorf DC, Dong Y (2019) Changes in soil physical and chemical characteristics in intensively cultivated greenhouse vegetable fields in North China. Soil Tillage Res 195:104366. https://doi.org/10.1016/j.still.2019.104366
Li C, Feng H, Luo X, Li Y, Wang N, Wu W, Zhang T, Dong QG, Siddique KHM (2022a) Limited irrigation and fertilization in sand-layered soil increases nitrogen use efficiency and economic benefits under film mulched ridge-furrow irrigation in arid areas. Agri Water Manage 262:107406. https://doi.org/10.1016/j.agwat.2021.107406
Li Y, Xie H, Ren Z, Ding Y, Long M, Zhang G, Qin X, Siddique KHM, Liao Y (2022b) Response of soil microbial community parameters to plastic film mulch: a meta-analysis. Geoderma 418:115851. https://doi.org/10.1016/j.geoderma.2022.115851
Li Z, Li W, Wang J, Zhang J, Wang Z (2023) Drip irrigation shapes the soil bacterial communities and enhances jujube yield by regulating the soil moisture content and nutrient levels. Agric Water Manage 289:108563
Liao R, Wu W, Hu Y, Huang Q, Yan H (2019) Quantifying moisture availability in soil profiles of cherry orchards under different irrigation regimes. Agric Water Manage 225:105780. https://doi.org/10.1016/j.agwat.2019.105780
Liao J, He Z, Xia Y, Lei Y, Liao B (2020) A review on biosynthesis and genetic regulation of aflatoxin production by major Aspergillus fungi. Oil Crop Sci 5(4):166–173. https://doi.org/10.1016/j.ocsci.2020.11.001
Liu Z, Gu H, Liang A, Li L, Yao Q, Xu Y, Liu J, Jin J, Liu X, Wang G (2022) Conservation tillage regulates the assembly, network structure and ecological function of the soil bacterial community in black soils. Plant Soil 472(1–2):207–223. https://doi.org/10.1007/s11104-021-05219-x
Ma Z, Chen J, Lyu X, Liu L, Siddique KHM (2016) Distribution of soil carbon and grain yield of spring wheat under a permanent raised-bed planting system in an arid area of northwest China. Soil Tillage Res 163:274–281. https://doi.org/10.1016/j.still.2016.05.010
McPhee JE, Aird PL, Hardie MA, Corkrey SR (2015) The effect of controlled traffic on soil physical properties and tillage requirements for vegetable production. Soil Tillage Res 149:33–45. https://doi.org/10.1016/j.still.2014.12.018
The Ministry of Agriculture of People Republic of China (1995). Determination of Total Calcium, Magnesium and Sodium in The Soil NY/T296-1995 Agricultural Industry Standard of the People's Republic of China: China Quality and Standards Publishing & Media Co., Ltd. (Reprinted.
The Ministry of Agriculture of People’s Republic of China (2010) Method of determination of ammonium nitrogen, available phosphorus and rapidly-available potassium in neutrality or calcareous soil universal extract-colorimetric method. In: N. A. E. A. Center (ed) NY/T 1848-2010 (Reprinted)
Morugán-Coronado A, García-Orenes F, McMillan M, Pereg L (2019) The effect of moisture on soil microbial properties and nitrogen cyclers in Mediterranean sweet orange orchards under organic and inorganic fertilization. Sci Total Environ 655:158–167. https://doi.org/10.1016/j.scitotenv.2018.11.174
Otero DM, Cavalcante BA, Kalil SJ (2021) Diversification of nitrogen sources as a tool to improve endo-xylanase enzyme activity produced by Cryptococcus laurentii. Biocatal Agric Biotechnol 32:101941. https://doi.org/10.1016/j.bcab.2021.101941
Pool S, Francés F, Garcia-Prats A, Puertes C, Pulido-Velazquez M, Sanchis-Ibor C, Schirmer M (2022) Impact of a transformation from flood to drip irrigation on groundwater recharge and nitrogen leaching under variable climatic conditions. Sci Total Environ 825:153805. https://doi.org/10.1016/j.scitotenv.2022.153805
Qin S, Li S, Kang S, Du T, Tong L, Ding R (2016) Can the drip irrigation under film mulch reduce crop evapotranspiration and save water under the sufficient irrigation condition? Agric Water Manage 177:128–137. https://doi.org/10.1016/j.agwat.2016.06.022
Rong L, Zhao L, Zhao L, Cheng Z, Yao Y, Yuan C, Wang L, Sun H (2021) LDPE microplastics affect soil microbial communities and nitrogen cycling. Sci Total Environ 773:1455640. https://doi.org/10.1016/j.scitotenv.2021.145640
Ruan W, Ren T, Chen Q, Zhu X, Wang J (2013) Effects of conventional and reduced N inputs on nematode communities and plant yield under intensive vegetable production. Appl Soil Ecol 66:48–55. https://doi.org/10.1016/j.apsoil.2013.01.004
Segata N, Izard J, Waldron L, Gevers D, Miropolsky L, Garrett WS, Huttenhower C (2011) Metagenomic biomarker discovery and explanation [Journal Article; Research Support N.I.H., Extramural; Research Support, Non-U.S. Gov’t; Validation Study]. Genome Biol 12(6):60. https://doi.org/10.1186/gb-2011-12-6-r60
Sen SK, Tripathi R, Mandal P, Choudhuri C (2022) Assessment of antifungal activity of nano-chitosan against mung bean seed borne pathogen Aspergillus flavus through solid matrix priming. S Afr J Bot 150:372–386. https://doi.org/10.1016/j.sajb.2022.06.016
Shen G, Zhang S, Liu X, Jiang Q, Ding W (2018) Soil acidification amendments change the rhizosphere bacterial community of tobacco in a bacterial wilt affected field. Appl Microbiol Biotechnol 102(22):9781–9791. https://doi.org/10.1007/s00253-018-9347-0
Singh G, Nelson KA (2021) Long-term drainage, subirrigation, and tile spacing effects on maize production. Field Crops Res 262:108032. https://doi.org/10.1016/j.fcr.2020.108032
Su P, Tan X, Li C, Zhang D, Cheng J, Zhang S, Zhou X, Yan Q, Peng J, Zhang Z, Liu Y, Lu X (2017) Photosynthetic bacterium Rhodopseudomonas palustris GJ-22 induces systemic resistance against viruses. Microb Biotechnol 10(3):612–624. https://doi.org/10.1111/1751-7915.12704
Sun X, Zhang Y, Zhang H, Wang J, Elrys AS, Tu X, Müller C, Zhang J, Cai Z, Cheng Y (2022) Plastic-shed vegetable cultivation alters soil gross nitrogen transformation rates and nitrous oxide production pathways. Soil Tillage Res 223:105464. https://doi.org/10.1016/j.still.2022.105464
Sylvestre TDB, Braos LB, Batistella FF, Cruz MCPD, Ferreira ME (2019) Mineral nitrogen fertilization effects on lettuce crop yield and nitrogen leaching. Sci Hortic 255:153–160. https://doi.org/10.1016/j.scienta.2019.05.032
Tang Z, Lin Z, Wang Y, Zhao P, Kuang F, Zhou J (2020) Coupling of thermophilic biofilm-based systems and ozonation for enhanced organics removal from high-temperature pulping wastewater: performance, microbial communities, and pollutant transformations. Sci Total Environ 714:136802. https://doi.org/10.1016/j.scitotenv.2020.136802
Tatsumi C, Taniguchi T, Du S, Chen Q, Yamanaka N, Otsuki K, Tateno R (2022) Differences in the short-term responses of soil nitrogen and microbial dynamics to soil moisture variation in two adjacent dryland forests. Eur J Soil Biol 110:103394. https://doi.org/10.1016/j.ejsobi.2022.103394
Ungkulpasvich U, Baramee S, Uke A, Kosugi A (2021) Symbiotic chitin degradation by a novel anaerobic thermophilic bacterium Hydrogenispora sp. UUS1-1 and the bacterium Tepidanaerobacter sp. GT38. Enzyme Microb Technol 144:109740. https://doi.org/10.1016/j.enzmictec.2020.109740
Vieira ISTU, Vasconcelos EP, Monteiro AA (1998) Nitrate accumulation, yield and leaf quality of turnip greens in response to nitrogen fertilisation. Nutr Cycl Agroecosyst 51(3):249–258. https://doi.org/10.1023/A:1009797527061
Wang X, Huang J (2015) The theory and technology for plant physiology and biochemistry experiment third version. Higher Education Press, Beijing
Wang J, Niu W, Guo L, Liu L, Li Y, Dyck M (2018a) Drip irrigation with film mulch improves soil alkaline phosphatase and phosphorus uptake. Agri Water Manage 201:258–267. https://doi.org/10.1016/j.agwat.2017.12.022
Wang Z, Gu D, Beebout SS, Zhang H, Liu L, Yang J, Zhang J (2018b) Effect of irrigation regime on grain yield, water productivity, and methane emissions in dry direct-seeded rice grown in raised-beds with wheat straw incorporation. Crop J 6(5):495–508. https://doi.org/10.1016/j.cj.2018.05.004
Wang Z, Gu D, Beebout SS, Zhang H, Liu L, Yang J, Zhang J (2018c) Effect of irrigation regime on grain yield, water productivity, and methane emissions in dry direct-seeded rice grown in raised-beds with wheat straw incorporation. Agric Water Manage 6:495–508. https://doi.org/10.1016/j.agwat.2020.106629
Wang F, Liu Y, Liang B, Liu J, Zong H, Guo X, XuexiaWang SN (2022) Variations in soil aggregate distribution and associated organic carbon and nitrogen fractions in long-term continuous vegetable rotation soil by nitrogen fertilization and plastic film mulching. Sci Total Environ 835:155420. https://doi.org/10.1016/j.scitotenv.2022.155420
Wu C, Ma Y, Wang D, Shan Y, Song X, Hu H, Ren X, Ma X, Cui J, Ma Y (2022) Integrated microbiology and metabolomics analysis reveal plastic mulch film residue affects soil microorganisms and their metabolic functions. [Journal Article; Research Support, Non-U.S. Gov’t]. J Hazard Mater 423(Pt B):127258. https://doi.org/10.1016/j.jhazmat.2021.127258
Xie Y, Li Y, Wei J (2020) Simultaneous determination of soil available potassium and exchangeable calcium and magnesium by inductively coupled plasma emission spectrometry with oscillating extraction. Soil Fertil Sci China 8(03):224–227
Xie Z, Meng X, Ding H, Cao Q, Chen Y, Liu X, Li D (2021) The synergistic effect of rumen cellulolytic bacteria and activated carbon on thermophilic digestion of cornstalk. Bioresour Technol 338:125566. https://doi.org/10.1016/j.biortech.2021.125566
Zhang X, Ma L, Gilliam FS, Wang Q, Li C (2012) Effects of raised-bed planting for enhanced summer maize yield on rhizosphere soil microbial functional groups and enzyme activity in Henan Province, China. Field Crops Res 130:28–37. https://doi.org/10.1016/j.fcr.2012.02.008
Zhang Y, Feng S, Wang F, Binley A (2018) Simulation of soil water flow and heat transport in drip irrigated potato field with raised-beds and full plastic-film mulch in a semiarid area. Agric Water Manage 209:178–187. https://doi.org/10.1016/j.agwat.2018.07.021
Zhang M, Zhao Y, Qin X, Jia W, Chai L, Huang M, Huang Y (2019) Microplastics from mulching film is a distinct habitat for bacteria in farmland soil. Sci Total Environ 688:470–478. https://doi.org/10.1016/j.scitotenv.2019.06.108
Zhang M, Riaz M, Liu B, Xia H, El-desouki Z, Jiang C (2020) Two-year study of biochar: achieving excellent capability of potassium supply via alter clay mineral composition and potassium-dissolving bacteria activity. Sci Total Environ 717:137286. https://doi.org/10.1016/j.scitotenv.2020.137286
Zhang Q, Han Y, Chen W, Guo Y, Wu M, Wang Y, Li H (2022a) Soil type and pH mediated arable soil bacterial compositional variation across geographic distance in North China Plain. Appl Soil Ecol Sect Agric Ecosyst Environ 169:104220. https://doi.org/10.1016/j.apsoil.2021.104220
Zhang W, Dong A, Liu F, Niu W, Siddique KHM (2022b) Effect of film mulching on crop yield and water use efficiency in drip irrigation systems: a meta-analysis. Soil Tillage Res. https://doi.org/10.1016/j.still.2022.105392
Zhou L, Feng H, Zhao W (2021) Plastic film mulching affects the critical nitrogen dilution curve of drip-irrigated maize. Field Crops Res 263:108055. https://doi.org/10.1016/j.fcr.2021.108055
Zinkernagel J, Maestre-Valero JF, Seresti SY, Intrigliolo DS (2020) New technologies and practical approaches to improve irrigation management of open field vegetable crops. Agric Water Manage 242:106404. https://doi.org/10.1016/j.agwat.2020.106404
Acknowledgements
This work was supported by the Beijing Innovation Team of the Modern Agricultural Research System (BAIC08-2023-YJ01); Research and Summarized Demonstration of Minimally Equipped and High-Efficiency Vegetable Production in Advanced Greenhouses, Beijing, China (KJCX20210402); the Youth Fund Project from Beijing Academy of Agriculture and Forestry Sciences, Beijing, China (QNJJ202134).
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Beijing Academy of Agricultural and Forestry Sciences, QNJJ202134, Ministry of Agriculture and Rural Affairs of the People's Republic of China, KJCX20210402, KJCX20210402, KJCX20210402, Beijing Municipal Bureau of Agriculture and Rural Affairs, BAIC08-2023-YJ01, BAIC08-2023-YJ01.
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XX—data analysis and writing. YL: data collection and analysis. LD—funding acquisition and experiment design. CL—crop management and data collection. HZ—sampling and data collection. BJ—sampling and data collection. GZ—funding acquisition and conceptualization. YS: conceptualization and supervision.
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Xu, X., Li, Y., Du, L. et al. Drip irrigation under film mulch used on flat-bed increased vegetable yield by altering soil microbe community structure and soil nitrogen. Irrig Sci (2024). https://doi.org/10.1007/s00271-023-00910-6
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DOI: https://doi.org/10.1007/s00271-023-00910-6