Factors Governing Organic Amendments and NPK Fertilizers Effects on Sweet Maize in Old and Intensively Cultivated Experimental Farm
https://doi.org/10.52045/jca.v3i2.552
Keywords:
humic compounds, mixed effect models, organic amendment, PCA, pythohormonesAbstract
Applying organic amendment (OA) containing humic compounds (HC) and phytohormones is a promising solution to intensify sustainable food production under increasing global food needs, declining environmental carrying capacity and changing climate. However, most positive claims on OA efficacy often came from controlled, greenhouse experiments. The field trial was conducted on an intensively cultivated experimental farm station, Department of Soil Science and Land Resources, Faculty of Agriculture, IPB University. The OA testing was done on sweet maize (Zea mays L. saccharata) using a fractional factorial randomized block design by comparing five rates of the organic amendment (0, ½, 1, 1½, and 2 standards OA) with three rates of NPK fertilizer (0, 1, and ¾ standards NPK). The results revealed that a single OA application did not significantly boost the growth and biomass of sweet maize, especially when applied to an old and intensively cultivate and organically manured farm. OA had significant interaction with NPK at most of the yields and biomass parameters. Amending soils more than 12 L OA ha-1 could improve the sweet maize’s growth and development while saving 25% NPK fertilizers. Linear mixed effect model and multivariate analysis uncovered higher heterogeneity in trial plots controlled maize growth, biomass, and agronomic effectivity, regardless of the given treatments. This study highlighted three important marks for future research: (1) soil plowing, harrowing and mixing must be intensively done across plots, (2) adequate HC contents must be increased from the OA current rate, and (3) the greater role of phytohormone in stimulating maize growth and production at the OA current rate.
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Akimbekov NS, Digel I, Tastambek KT, Sherelkhan DK, Jussupova DB & Altynbay NP. 2021. Low-rank coal as a source of humic substances for soil amendment and fertility management. Agriculture, 11(12):1261. https://doi.org/10.3390/agriculture11121261
Altieri MA & Nicholls CI. 2017. The adaptation and mitigation potential of traditional agriculture in a changing climate. Climatic Change, 140:33–45. https://doi.org/10.1007/s10584-013-0909-y
Ampong K, Thilakaranthna MS & Gorim LY. 2022. Understanding the role of humic acids on crop performance and soil health. Frontiers in Agronomy, 4:848621. https://doi.org/10.3389/fagro.2022.848621
Arancon NQ, Edwards CA, Lee S & Byrne R. 2006. Effects of humic acids from vermicomposts on plant growth. European Journal of Soil Biology, 42:S65–S69. https://doi.org/10.1016/j.ejsobi.2006.06.004
Asli S & Neumann PM. 2010. Rhizosphere humic acid interacts with root cell walls to reduce hydraulic conductivity and plant development. Plant and Soil, 336(1-2):313–322. https://doi.org/10.1007/s11104-010-0483-2
Bates D, Maechler M, Bolker B, Walker S, Christensen RHB, Singmann H, Dai B, Scheipl F, Grothendieck G, Green P, Fox J, Bauer A & Krivitsky PN. 2023. Package: 'lme4'. Linear Mixed-Effects Models using 'Eigen' and S4. Retrieved from https://cran.rproject.org/web/packages/lme4/index.html
Bejarano Herrera WF, Rodrigues M, Bettoni Teles AP, Barth G & Pavinato PS. 2016. Crop yields and soil phosphorus lability under soluble and humic-complexed phosphate fertilizers. Agronomy Journal, 108(4): 1692-1702. https://doi.org/10.2134/agronj2015.0561
Berry HM & Argueso CT. 2022. More than growth: Phytohormone-regulated transcription factors controlling plant immunity, plant development and plant architecture. Current Opinion in Plant Biology, 70:102309. https://doi.org/10.1016/j.pbi.2022.102309
Bijanzadeh E, Naderi R & Egan TP. 2019. Exogenous application of humic acid and salicylic acid to alleviate seedling drought stress in two maize (Zea mays L.) hybrids. Journal of Plant Nutrition, 42(13):1483-149. https://doi.org/10.1080/01904167.2019.1617312
Bouma J. 2020. Soil security as a roadmap focusing soil contributions on sustainable development agendas. Soil Security, 1:100001. https://doi.org/10.1016/j.soisec.2020.100001
Boveiri Dehsheikh A, Mahmoodi Sourestani M, Zolfaghari M & Enayatizamir N. 2020. Changes in soil microbial activity, essential oil quantity, and quality of Thai basil as response to biofertilizers and humic acid. Journal of Cleaner Production, 256:120439. https://doi.org/10.1016/j.jclepro.2020.120439
Calvo P, Nelson L & Kloepper JW. 2014. Agricultural uses of plant biostimulants. Plant and Soil, 383(1-2):3–41. https://doi.org/10.1007/s11104-014-2131-8
Canellas LP, Canellas NOA, da S Irineu LES, Olivares FL & Piccolo A. 2020. Plant chemical priming by humic acids. Chemical and Biological Technologies in Agriculture, 7(12): 1-17. https://doi.org/10.1186/s40538-020-00178-4
Chen Y & Aviad T. 1990. Effects of humic substances on plant growth. In MacCarthy P, Clapp CE, Malcolm RL, Bloom PR. (Eds.) Humic Substances in Soil and Crop Sciences: Selected Readings. American Society of Agronomy, Inc. Soil Science Society of America, Inc. p.161-186. https://doi.org/10.2136/1990.humicsubstances.c7
Çimrin, KM & Yilmaz I. 2005. Humic acid applications to lettuce do not improve yield but do improve phosphorus availability. Acta Agriculturae Scandinavica, Section B - Soil & Plant Science, 55(1): 58–63. https://doi.org/10.1080/09064710510008559
Deng A, Wu X, Su C, Zhao M, Wu B & Luo J. 2021. Enhancement of soil microstructural stability and alleviation of aluminium toxicity in acidic latosols via alkaline humic acid fertiliser amendment. Chemical Geology, 583:120473. https://doi.org/10.1016/j.chemgeo.2021.120473
Dong L, Córdova-Kreylos AL, Yang J, Yuan H & Scow KM. 2009. Humic acids buffer the effects of urea on soil ammonia oxidizers and potential nitrification. Soil Biology and Biochemistry, 41(8): 1612-1621. https://doi.org/10.1016/j.soilbio.2009.04.023
Engelstad OP, Jugsujinda A & De Datta SK. 1974. Response by flooded rice to phosphate rocks varying in citrate solubility1. Soil Science Society of America Journal, 38(3):524. https://doi.org/10.2136/sssaj1974.03615995003800030039x
Eviati & Sulaeman. 2009. Petunjuk Teknis untuk Analisis Kimia Tanah, Tanaman, Air dan Pupuk. Edisi Ke-Dua. Bogor (ID): Balai Penelitian Tanah
Fink JR, Inda AV, Tiecher T & Barrón V. 2016. Iron oxides and organic matter on soil phosphorus availability. Ciência e Agrotecnologia, 40(4):369-379. https://doi.org/10.1590/1413-70542016404023016
Fuadi MA. 2019. Detailed Soil Mapping in Cikabayan Education Farm IPB Dramaga by Using Aerial Photographs of Drone. [B.Agr. Thesis]. Bogor (ID): IPB University
Funakawa, S., Makhrawie, M., & Pulunggono, H. B. 2008. Soil fertility status under shifting cultivation in East Kalimantan with special reference to mineralization patterns of labile organic matter. Plant and Soil, 319(1-2), 57–66. https://doi.org/10.1007/s11104-008-9849-0
Gebremedhin M, Coyne MS & Sistani KR. 2022. How much margin is left for degrading agricultural soils? The Coming Soil Crises. Soil Systems, 6(1):22. https://doi.org/10.3390/soilsystems6010022
Güereña DT, Kimetu J, Riha S, Neufeldt H & Lehmann J. 2016. Maize productivity dynamics in response to mineral nutrient additions and legacy organic soil inputs of contrasting quality. Field Crops Research, 188:113-120. https://doi.org/10.1016/j.fcr.2015.12.017
Guo Y, Ma Z, Ren B, Zhao B, Liu P & Zhang J. 2022. Effects of humic acid added to controlled-release fertilizer on summer maize yield, nitrogen use efficiency and greenhouse gas emission. Agriculture, 12(4): 448. https://doi.org/10.3390/agriculture12040448
Hua Q, Li J, Zhou J, Wang H, Du C & Chen X. 2008. Enhancement of phosphorus solubility by humic substances in ferrosols. Pedosphere, 18(4):533-538. https://doi.org/10.1016/S1002-0160(08)60044-2
Hurlbert SH & Lombardi CM. 2009. Final collapse of the Neyman-Pearson decision theoretic framework and rise of the neoFisherian. Annales Zoologici Fennici 46(5): 311–349. https://doi.org/10.5735/086.046.0501
Husson F, Josse J, Le S & Mazet J. 2020. Package ‘FactoMineR’. Multivariate Exploratory Data Analysis and Data Mining. Retrieved from https://cran.r-project.org/web/packages/FactoMineR/index.html
Izhar Shafi M, Adnan M, Fahad S, Wahid F, Khan A, Yue Z, Danish S, Zafar-ul-Hye M, Brtnicky M & Datta R. 2020. Application of single superphosphate with humic acid improves the growth, yield and phosphorus uptake of wheat (Triticum aestivum L.) in calcareous Soil. Agronomy, 10(9):1224. https://doi.org/10.3390/agronomy10091224
Kassambara A & Mundt F. 2020. Package: 'factoextra'. Extract and Visualize the Results of Multivariate Data Analyses. Retrieved from https://cran.rproject.org/web/packages/factoextra/index.html
Khaled H & Fawy HA. 2011. Effect of different levels of humic acids on the nutrient content, plant growth, and soil properties under conditions of salinity. Soil & Water Research, 6(1):21–29. https://doi.org/10.17221/4/2010-SWR
Khan RU, Khan MZ, Khan A, Saba S, Hussain F & Jan IU. 2017. Effect of humic acid on growth and crop nutrient status of wheat on two different soils. Journal of Plant Nutrition, 41(4):453–460. https://doi.org/10.1080/01904167.2017.1385807
Kihanda FM, Warren GP & Micheni AN. 2007. Effects of manure application on crop yield and soil chemical properties in a long-term field trial in semi-arid Kenya. In Bationo A, Waswa B, Kihara J, Kimetu J. Advances in Integrated Soil Fertility Management in Sub-Saharan Africa: Challenges and Opportunities. Springer. p.471–486. https://doi.org/10.1007/978-1-4020-5760-1_44
Koch A, McBratney A, Adams M, Field D, Hill R, Crawford J, Minasny B, Lal R, Abbott L, O’Donnell A, Angers D, Baldock J, Barbier E, Binkley D, Parton W, Wall DH, Bird M, Bouma J, Chenu C, Flora CB, Goulding K, Grunwald S, Hempel J, Jastrow J, Lehmann J, Lorenz K, Morgan CL, Rice CW, Whitehead D, Young I & Zimmermann M. 2013. Soil security: Solving the global soil crisis. Global Policy, 4(4):434–441. https://doi.org/10.1111/1758-5899.12096
Lehmann J, Bossio DA, Kögel-Knabner I & Rillig MC. 2020. The concept and future prospects of soil health. Nature Reviews Earth & Environment, 1:544–553. https://doi.org/10.1038/s43017-020-0080-8
Lemenih M, Karltun E & Olsson M. 2005. Assessing soil chemical and physical property responses to deforestation and subsequent cultivation in smallholders farming system in Ethiopia. Agriculture, Ecosystems & Environment, 105(1-2):373-386. https://doi.org/10.1016/j.agee.2004.01.046
Lew M J. 2012. Bad statistical practice in pharmacology (and other basic biomedical disciplines): you probably don't know P. British journal of pharmacology, 166(5): 1559–1567. https://doi.org/10.1111/j.1476-5381.2012.01931.x
Li Y, Fang F, Wei J, Wu X, Cui R, Li G, Heng F & Tan D. 2019. Humic acid fertilizer improved soil properties and soil microbial diversity of continuous cropping peanut: A three-year experiment. Scientific Reports, 9:12014. https://doi.org/10.1038/s41598-019-48620-4
Liu X, Zhao X & Jialong L. 2023. Molecular characterization of size-fractionated humic acids derived from lignite and its activation of soil legacy phosphorus and lactuca sativa growth-promoting performances. ACS Omega, 8(7):6838-6846. https://doi.org/10.1021/acsomega.2c07528
Luan H, Gao W, Huang S, Tang J, Li M, Zhang H & Chen X. 2019. Partial substitution of chemical fertilizer with organic amendments affects soil organic carbon composition and stability in a greenhouse vegetable production system. Soil and Tillage Research, 191:185-196. https://doi.org/10.1016/j.still.2019.04.009
Mazerolle MJ. 2022. Package: 'AICcmodavg'. Model Selection and Multimodel Inference Based on (Q)AIC(c). Retrieved from https://cran.rproject.org/web/packages/AICcmodavg/index.html
McBratney A, Field DJ & Koch A. 2014. The dimensions of soil security. Geoderma, 213:203–213. https://doi.org/10.1016/j.geoderma.2013.08.013
Moebius-Clune B, van Es H, Idowu O, Schindelbeck R, Kimetu J, Ngoze S, Lehmann J & Kinyangi J. 2011. Long-term soil quality degradation along a cultivation chronosequence in western Kenya. Agriculture, Ecosystems & Environment, 141(1-2), 86-99. https://doi.org/10.1016/j.agee.2011.02.018
Mollah A, Bahrun AH, Sarahdibha MP, Nurfaida, Dariati T, Riadi M & Yanti CWB. 2020. Growth and production of purple waxy corn (Zea mays ceratina Kulesh) on the application of NPK fertilizers and humic acid. IOP Conference Series: Earth and Environmental Science, 575:012118. https://doi.org/10.1088/1755-1315/575/1/012118
Mora V, Olaetxea M, Bacaicoa E, Baigorri R, Fuentes M, Zamarreño AM & Garcia-Mina JM. 2014. Abiotic stress tolerance in plants: exploring the role of nitric oxide and humic substances. In Khan MN, Mobin M, Mohammad F & Corpas FJ. (Eds.). Nitric Oxide in Plants: Metabolism and Role in Stress Physiology. Springer. p.243–264. https://doi.org/10.1007/978-3-319-06710-0_15
Morais EG, Silva CA & Jindo K. 2021. Humic acid improves zn fertilization in oxisols successively cultivated with maize–brachiaria. Molecules, 26(15):4588. https://doi.org/10.3390/molecules26154588
Muscolo A, Cutrupi S & Nardi S. 1998. IAA detection in humic substances. Soil Biology and Biochemistry, 30(8-9):1199-1201. https://doi.org/10.1016/S0038-0717(98)00005-4
Muscolo A & Sidari M. 2009. Carboxyl and phenolic humic fractions affect Pinus nigra callus growth and metabolism. Soil Science Society of America Journal, 73(4):1119-1129. https://doi.org/10.2136/sssaj2008.0184
Nakagawa S, & Schielzeth H. 2012. A general and simple method for obtaining R2 from generalized linear mixed-effects models. Methods in Ecology and Evolution, 4(2):133–142. https://doi.org/10.1111/j.2041-210x.2012.00261.x
Nan J, Chen X, Chen C, Lashari MS, Deng J & Du Z. 2016. Impact of flue gas desulfurization gypsum and lignite humic acid application on soil organic matter and physical properties of a saline-sodic farmland soil in Eastern China. Journal of Soils and Sediments, 16(9):2175–2185. https://doi.org/10.1007/s11368-016-1419-0
Nardi S, Pizzeghello D, Muscolo A & Vianello A. 2002. Physiological effects of humic substances on higher plants. Soil Biology and Biochemistry, 34(11):1527-1536. https://doi.org/10.1016/S0038-0717(02)00174-8
Nkonya E, Kaizzi C & Pender J. 2005. Determinants of nutrient balances in a maize farming system in eastern Uganda. Agricultural Systems, 85(2):155-182. https://doi.org/10.1016/j.agsy.2004.04.004
Nunes MR, Pauletto EA, Denardin JES, Suzuki LE & van Es HM. 2019. Dynamic changes in compressive properties and crop response after chisel tillage in a highly weathered soil. Soil and Tillage Research, 186:183-190. https://doi.org/10.1016/j.still.2018.10.017
Olivares FL, Busato JG, de Paula AM, Aguiar NO & Canellas LP. 2017. Plant growth promoting bacteria and humic substances: Crop promotion and mechanisms of action. Chemical and Biological Technologies in Agriculture, 4(1):1-13. https://doi.org/10.1186/s40538-017-0112-x
Pinheiro EAR & Nunes MR. 2023. Long-term agro-hydrological simulations of soil water dynamic and maize yield in a tillage chronosequence under subtropical climate conditions. Soil and Tillage Research, 229:105654. https://doi.org/10.1016/j.still.2023.105654
Purwanto BH & Alam S. 2019. Impact of intensive agricultural management on carbon and nitrogen dynamics in the humid tropics. Soil Science and Plant Nutrition, 1–10. https://doi.org/10.1080/00380768.2019.1705182
Quilty JR & Cattle SR. 2011. Use and understanding of organic amendments in Australian agriculture: a review. Soil Research, 49(1):1. https://doi.org/10.1071/sr10059
Ren H, Islam MS, Wang H, Guo H, Wang Z, Qi X, Zhang S, Guo J, Wang Q & Li B. 2022. Effect of humic acid on soil physical and chemical properties, microbial community structure, and metabolites of decline diseased bayberry. International Journal of Molecular Sciences, 23(23):14707. https://doi.org/10.3390/ijms232314707
Ripley B, Venables B, Bates DM, Hornik K, Gebhardt A & Firth D. 2023. Package: 'MASS'. Functions and datasets to support Venables and Ripley, “Modern Applied Statistics with S” (4th edition, 2002). Retrieved from https://cran.rproject.org/web/packages/MASS/index.html
Rustiadi E, Pravitasari AE, Setiawan Y, Mulya SP, Pribadi DO & Tsutsumida N. 2021. Impact of continuous Jakarta megacity urban expansion on the formation of the Jakarta-Bandung conurbation over the rice farm regions. Cities, 111:103000. https://doi.org/10.1016/j.cities.2020.103000
Sá JCDM & Lal R. 2009. Stratification ratio of soil organic matter pools as an indicator of carbon sequestration in a tillage chronosequence on a Brazilian Oxisol. Soil and Tillage Research, 103(1): 46-56. https://doi.org/10.1016/j.still.2008.09.003
Scaglia B, Nunes RR, Rezende MOO, Tambone F & Adani F. 2016. Investigating organic molecules responsible of auxin-like activity of humic acid fraction extracted from vermicompost. Science of The Total Environment, 562: 289–295. https://doi.org/10.1016/j.scitotenv.2016.03.212
Seadh SE, El-Hendi MH, Abd El-Aal HA & El-Sayed OSS. 2012. Effect of NPK rates and humic acid applications on growth of Egyptian cotton. Journal of Plant Production, 3(8): 2287 – 2299. https://dx.doi.org/10.21608/jpp.2012.84974
Sharma PC & Singh A. 2019. Reviving the productivity of salt-affected lands: technological options, constraints and research needs. In Dagar JC, Yadav RK & Sharma PC. (Eds.) Research Developments in Saline Agriculture. Springer. p.591–627. https://doi.org/10.1007/978-981-13-5832-6_20
Seyedbagheri MM. 2010. Influence of humic products on soil health and potato production. Potato Research, 53:341–349. https://doi.org/10.1007/s11540-010-9177-7
Shen H, Shen J, Li Y, Lai Y, Jia Z & Yi J. 2016. Promotion of lateral root growth and leaf quality of flue-cured tobacco by the combined application of humic acids and NPK chemical fertilizers. Experimental Agriculture, 53(1):59-70. https://doi.org/10.1017/S0014479716000065
Soil Survei Staff. 214. Keys to Soil Taxonomy. Washington DC (US): Natural Resources Conservation Service-United States Department of Agriculture.
Souza AC, Olivares FL, Peres LEP, Piccolo A & Canellas P. 2022. Plant hormone crosstalk mediated by humic acids. Chemical and Biological Technologies in Agriculture, 9:29. https://doi.org/10.1186/s40538-022-00295-2
Subardja D, Ritung S, Anda M, Sukarman, Suryani E, Subandiono RE. 2016. Technical Guidelines of National Classification System 2nd Edition. In Indonesia: Petunjuk Teknis Sistem Klasifikasi Tanah Nasional. Edisi II. Bogor (ID): Balai Besar Litbang Sumberdaya Lahan Pertanian, Badan Penelitian dan Pengembangan Pertanian, Kementerian Pertanian RI
Tarigan SD & Tukayo RK. 2013. Impact of land use change and land management on irrigation water supply in Northern Java Coast. Journal of Tropical Soils, 18 (2): 169-176. https://doi.org/10.5400/jts.2013.18.2.169
Tri Harjanti L & Hara Y. 2020. The determinants of paddy fields conversion in Java and Sumatra. Jurnal Ekonomi dan Kebijakan Publik, 11(1):39-52. https://doi.org/10.22212/jekp.v11i1.1492
Verburg PH, (A) Veldkamp T & Bouma J. 1999. Land use change under conditions of high population pressure: the case of Java. Global Environmental Change, 9(4):303–312. https://doi.org/10.1016/s0959-3780(99)00175-2
Vikram N, Sagar A, Gangwar C, Husain R & Narayan Kewat R. 2022. Properties of humic acid substances and their effect in soil quality and plant health. In Makan A. (Ed.) Humus and Humic Substances - Recent Advances. IntechOpen. https://doi.org/10.5772/intechopen.105803
Wandansari NR, Soemarno, Suntari R & Kurniawan S. 2023. The role of humic acid from various composts in improving degraded soil fertility and maize yield. Journal of Degraded and Mining Lands Management, 10(2):4245-4254. https://doi.org/10.15243/jdmlm.2023.102.4245
Watanabe, T., Funakawa, S., & Kosaki, T. (2006). Clay mineralogy and its relationship to soil solution composition in soils from different weathering environments of humid Asia: Japan, Thailand and Indonesia. Geoderma, 136(1-2):51-63. https://doi.org/10.1016/j.geoderma.2006.02.001
Wulandari P, Sulistyaningsih E, Handayani S & Purwanto BH. 2019. Growth and yield response of maize (Zea mays L.) on acid soil to different rates of humic acid and NPK fertilizer. Agricultural Science, 4(2):76-84. https://doi.org/10.22146/ipas.36680
Xu J, Mohamed E, Li Q, Lu T, Yu H & Jiang W. 2021. Effect of humic acid addition on buffering capacity and nutrient storage capacity of soilless substrates. Frontier in Plant Science, 12:644229. https://doi.org/10.3389/fpls.2021.644229
Zanin L, Tomasi N, Cesco S, Varanini Z & Pinton R 2019. Humic substances contribute to plant iron nutrition acting as chelators and biostimulants. Frontiers in Plant Science, 10:675. https://doi.org/10.3389/fpls.2019.00675
Zhang D. 2022. Package: 'rsq'. R-Squared and Related Measures. Retrieved from https://cran.rproject.org/web/ packages/rsq/index.html
Zhao K, Yang Y, Peng H, Zhang L, Zhou Y, Zhang J, Du C, Liu J, Lin X, Wang N, Huang H & Luo L. 2022. Silicon fertilizers, humic acid and their impact on physicochemical properties, availability and distribution of heavy metals in soil and soil aggregates. Science of The Total Environment, 822:153483. https://doi.org/10.1016/j.scitotenv.2022.153483
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