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Non-destructive mathematical models to estimate leaf area in noni (Morinda citrifolia)

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Abstract

Noni is one of the most economically and medicinally important species of the family Rubiaceae grown in tropical countries. The leaf area (LA) estimation is important to understanding light interception, which regulates physiological processes such as respiration, transpiration, photosynthesis, nutrient usage and mobilisation. Elliptic to elliptic-ovate shaped noni leaves were observed in different sizes-small (surface area < 228 cm2), medium (228–346.4 cm2) and large (> 347 cm2). Reliable and accurate mathematical models for estimating the leaf area of noni were developed that were based on non-destructive measurements of midrib length (ML) and maximum leaf width (MW). A significant positive correlation between maximum width and midrib length r = 0.993 and S = 0.123 was observed. Maximum correlation coefficient (r = 0.999) and minimum standard error (S = 0.200) were observed in estimated leaf area based on maximum width and measured leaf area. This finding revealed that the estimated leaf area from maximum width is superior to the estimated leaf area with the help of midrib length. The developed models estimated the leaf area of small, medium, and large leaves of noni accurately. This non-destructive mathematical model is low in cost, accurate and fast to estimate leaf area for the understanding of light interception and management of nutrients for healthy plant growth and development.

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References

  • Adams RP (2001) Identification of essential oil components by gas chromatography/quadrupole mass spectroscopy. Allured Publishing Co, Carol Stream

    Google Scholar 

  • Antunes WC, Pompelli MF, Carretero DM, DaMatta FM (2008) Allometric models for non-destructive leaf area estimation in coffee (Coffea arabica and Coffea canephora). Ann Appl Biol 153: 33–40. Link: https://bit.ly/30gkOwh

  • Boontha S, Buranrat B, Pitaksuteepong T (2020) Cytotoxic and antimigratory effects on michigan cancer foundation-7 cells of Morinda citrifolia L. leaf extract and formulation of tablets from extract. Phcog Res 12:24–28

    Article  CAS  Google Scholar 

  • Gupta R, Sharma RD, Rao YR, Siddiqui ZH, Verma A, Ansari MW, Rakwal R, Tuteja N (2021) Acclimation potential of Noni (Morinda citrifolia L.) plant to temperature stress is mediated through photosynthetic electron transport rate. Plant Signal Behav. https://doi.org/10.1080/15592324.2020.1865687

    Article  PubMed  PubMed Central  Google Scholar 

  • Krishan Kumar V, Verma CL, Singh M (2021) Non-destructive allometric models for leaf area prediction of Jatropha curcas L. J Agric Sc Food Technol 7(3): 341–346. https://doi.org/10.17352/2455-815X.000129

  • Mahantesh PS, Hiremath JS, Lokesh CH, Ravi Y, Sameer-Hussain MD, Pooja MR (2018) Noni a wonder plant (Therapeutic Properties): a Review. Int J Curr Microbiol App Sci 7: 2722–2728. https://doi.org/10.20546/ijcmas.2018.702.331

  • Malik AR, Dar BN, Wani SH (2009) Noni (Morinda citrifolia L.): a hope in a bottle. In: new biology: current developments/frontiers in life sciences 340–351p

  • Morgado MAD, Bruckner CH, Rosado LDS, Assunção W, Santos CEM (2013) Estimação da área foliar por método não destrutivo, utilizando medidas lineares das folhas de espécies de Passiflora. Rev Ceres 60:662–667

    Article  Google Scholar 

  • Peksen E (2007) Non-destructive leaf area estimation model for fababean (Vicia faba L.). Sci Hortic-Amsterdam 113:322–328

    Article  Google Scholar 

  • Pompelli MF, Antunes WC, Ferreira DTRG, Cavalcante PGS, Wanderley-Filho HCL, Endresc L (2012) Allometric models for non-destructive leaf area estimation of Jatropha curcas. Biomass Bioenergy 36:77–85

    Article  Google Scholar 

  • Sachet MR, Penso AP, Pertille RH, Guerrezi MT, Citadin I (2015) Estimativa da área foliar de pessegueiro por método não-destrutivo. Cienc Rural 45:2161–2163

    Article  Google Scholar 

  • Serdar U, Demirsoy H (2006) Non-destructive leaf area estimation in chestnut. Sci Hortic-Amsterdam 108: 227–230. Link: https://bit.ly/3wtAqbr

  • Silva RTL, Souza LC, Nishijima T, Fronza D, Moreira WKO, Oliveira Neto CF, Conceição HEO, Monfort LEF, Lucas FO, Okumura RS (2015) Mathematical model to estimate leaf area of guava (Psidium guajava). J Food Agric Environ 13:101–106

    Google Scholar 

  • Souto AGL, Cordeiro MHM, Rosado LDS, Dos Santos CEM, Bruckner CH (2017) Non-destructive estimation of leaf area in passion fruit (Passiflora edulis L) Aust. J Crop Sci 11:1534–1538. https://doi.org/10.21475/ajcs.17.11.12.pne662

    Article  Google Scholar 

  • Souza AP, Silva AC, Leonel S, Souza ME, Tanaka AA (2014) Estimativas da área da folha de figueiras ‘Roxo de Valinhos’ usando dimensões lineares do limbo foliar. Cienc Rural 44:1172–1179

    Article  Google Scholar 

  • Spann TM, Heerema RJ (2010) A simple method for nondestructive estimation of total shoot leaf area in tree fruit crops. Sci Hortic 125:528–533

    Article  Google Scholar 

  • Stewart DW, Dwyer LM (1999) Mathematical characterization of leaf shape and area of maize hybrids. Crop Sci 39(2):422–427

    Article  Google Scholar 

  • Wong C (2020) Health benefits of noni juice: polynesian folk remedy poses certain health risks. https://www.verywellfit.com/noni-juice-what-you-need-to-know-88326

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Acknowledgements

The work was supported by the University of Guyana and Fiji National University.

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Correspondence to Ramwant Gupta.

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Communicated by Bo Zheng.

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Gupta, R., Sharma, R.D., Verma, C.L. et al. Non-destructive mathematical models to estimate leaf area in noni (Morinda citrifolia). Acta Physiol Plant 45, 109 (2023). https://doi.org/10.1007/s11738-023-03585-w

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  • DOI: https://doi.org/10.1007/s11738-023-03585-w

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