Skip to main content
Log in

Evaluation of a leaf area prediction model proposed for sunflower

  • Brief Communication
  • Published:
Photosynthetica

Abstract

Six leaf samplings were conducted in two sunflower (Helianthus annuus L.) hybrids during the 2006 growing season in order to evaluate a simple model proposed for leaf area (LA) estimation. A total of 144 leaves were processed using an image analysis system and LA, maximum leaf width (W) [cm], and midvein length (L) [cm] were measured. Also, LA was estimated using the model proposed by Rouphael et al. (2007). Measured LA was exponentially related with L and W, and the W-LA relationships showed higher r 2. Estimated LA was strongly and exponentially related with L. Strong, linear relationships with high r 2 between estimated and measured LA confirmed the high predictability of the proposed model.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Abbreviations

ANOVA:

analysis of variance

CV:

coefficient of variation

L:

leaf midvein length

LA:

leaf area

LAI:

leaf area index

LSD:

least significant difference

W:

maximum leaf width

References

  • Bhatt, M., Chanda, S.V.: Prediction of leaf area in Phaseolus vulgaris by non-destructive method.-Bulg. J. Plant Physiol. 29: 96–100, 2003.

    Google Scholar 

  • Cristofori, V., Rouphael, Y., Mendoza-de Gyves, E., Bignami, C.: A simple model for estimating leaf area of hazelnut from linear measurements.-Sci. Hort. 113: 221–225, 2007.

    Article  Google Scholar 

  • Demirsoy, H., Demirsoy, L., Öztürk, A.: Improved model for the non-destructive estimation of strawberry leaf area.-Fruits 60: 69–73, 2005.

    Article  Google Scholar 

  • Gamper, H.: Nondestructive estimates of leaf area in white clover using predictive formulae: The contribution of genotype identity to trifoliate leaf area.-Crop Sci. 45: 2552–2556, 2005.

    Article  Google Scholar 

  • Květ, J., Marshall, J.K.: Assessment of leaf area and other assimilating plant surfaces.-In: Šesták, Z., Čatský, J., Jarvis, P.G. (ed.): Plant Photosynthetic Production. Manual of Methods. Pp. 517–555. Dr W. Junk Publ., The Hague 1971.

    Google Scholar 

  • Launay, M., Guérif, M.: Ability for a model to predict crop production variability at the regional scale: an evaluation for sugar beet.-Agronomie 23: 135–146, 2003.

    Article  Google Scholar 

  • Lu, H.-Y., Lu, C.-T., Wei, M.-L., Chan, L.-F.: Comparison of different models for nondestructive leaf area estimation in taro.-Agron. J. 96: 448–453, 2004.

    Google Scholar 

  • Manivel, L., Weaver, R.J.: Biometric correlations between leaf area and length measurements of ‘Grenache’ grape leaves.-HortScience 9: 27–28, 1974.

    Google Scholar 

  • Mendoza-de Gyves, E., Rouphael, Y., Cristofori, V., Mira, F.R.: A non-destructive, simple and accurate model for estimation the individual leaf area of kiwi (Actinidia deliciosa).-Fruits 62: 1–7, 2007.

    Article  Google Scholar 

  • Montero, F.J., de Juan, J.A., Cuesta, A., Brasa, A.: Nondestructive methods to estimate leaf area in Vitis vinifera L.-HortScience 35: 696–698, 2000.

    Google Scholar 

  • Ober, E.S., Luterbacher, M.C.: Genotypic variation for drought tolerance in Beta vulgaris.-Ann. Bot. 89: 917–924, 2002.

    Article  PubMed  Google Scholar 

  • Rosenthal, W.D., Vanderlip, R.L.: Simulation of individual leaf areas in grain sorghum.-Agronomie 24: 493–501, 2004.

    Article  Google Scholar 

  • Rouphael, Y., Colla, G., Fanasca, S., Karam, F.: Leaf area estimation of sunflower leaves from simple linear measurements.-Photosynthetica 45: 306–308, 2007.

    Article  Google Scholar 

  • Rouphael, Y., Rivera, C.M., Cardarelli, M., Fanasca, S., Colla, G.: Leaf area estimation from linear measurements in zucchini plants of different ages.-J. hortic. Sci. Biotechnol. 81: 238–241, 2006.

    Google Scholar 

  • Salerno, A., Rivera, C.M., Rouphael, Y., Colla, G., Cardarelli, M., Pierandrei, F., Rea, E., Saccardo, F.: Leaf area estimation of radish from simple linear measurements.-Adv. hortic. Sci. 19: 213–215, 2005.

    Google Scholar 

  • Serdar, Ü., Demirsoy, H.: Non-destructive leaf area estimation in chestnut.-Sci. Hort. 108: 227–230, 2006.

    Article  Google Scholar 

  • Stewart, D.W., Dwyer, L.M.: Mathematical characterization of leaf shape and area of maize hybrids.-Crop Sci. 39: 422–427, 1999.

    Google Scholar 

  • Tsialtas, J.T., Maslaris, N.: Leaf area estimation in a sugar beet cultivar by linear models.-Photosynthetica 43: 477–479, 2005.

    Article  Google Scholar 

  • Tsialtas, J.T., Maslaris, N.: Leaf area prediction model for sugar beet (Beta vulgaris L.) cultivars.-Photosynthetica 46: 291–293, 2008.

    Article  Google Scholar 

  • Williams, L., III, Martinson, T.E.: Nondestructive leaf area estimation of ‘Niagara’ and ‘DeChaunac’ grapevines.-Sci. Hort. 98: 493–498, 2003.

    Article  Google Scholar 

  • Yin, X., Schapendonk, A.H.C.M., Kropff, M.J., van Oijen, M., Bindraban, P.S.: A generic equation for nitrogen-limited Leaf Area Index and its application in crop growth models for predicting leaf senescence.-Ann. Bot. 85: 579–585, 2000.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to J. T. Tsialtas.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Tsialtas, J.T., Maslaris, N. Evaluation of a leaf area prediction model proposed for sunflower. Photosynthetica 46, 294–297 (2008). https://doi.org/10.1007/s11099-008-0052-6

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11099-008-0052-6

Additional key words

Navigation