Free Standard AU & NZ Shipping For All Book Orders Over $80!
Register      Login
Australian Journal of Botany Australian Journal of Botany Society
Southern hemisphere botanical ecosystems
RESEARCH ARTICLE

Specific leaf area: a predictive model using dried samples

Vania Torrez A B C F , Peter M. Jørgensen C and Amy E. Zanne D E
+ Author Affiliations
- Author Affiliations

A Division of Plant Conservation and Population Biology, Department of Biology, University of Leuven, B-3001 Leuven, Belgium.

B Department of Biology, University of Missouri, St Louis, MO 63108, USA.

C Missouri Botanical Garden, PO Box 299, St Louis, MO 63166, USA.

D Department of Biological Sciences, George Washington University, Washington, DC 20052, USA.

E Center for Conservation and Sustainable Development, Missouri Botanical Garden, St Louis, MO 63166, USA.

F Corresponding author. Email: torflorvania@gmail.com

Australian Journal of Botany 61(5) 350-357 https://doi.org/10.1071/BT12236
Submitted: 7 September 2012  Accepted: 8 May 2013   Published: 14 June 2013

Abstract

Specific leaf area (SLA; fresh-leaf area/dry mass) describes the amount of leaf area for light capture per unit of biomass invested. The standard protocol is simple; however, it requires recently collected sun-exposed leaves to determine fresh-leaf area, limiting where and which samples can be studied. A protocol to predict SLA for fresh leaves from herbarium-dried leaves was developed from samples collected in a dry forest in Bolivia. Leaf area was measured both fresh and dried on the same leaf samples to generate two general mixed-effects models, varying in their inclusion of the position in the crown where the leaf developed. As a test of the potential generality of the models for other systems, we applied them to samples collected in an oak–hickory forest in Missouri, USA. Both models performed well. A recommended protocol for studies predicting SLA from dry leaves was developed. These predictive models and protocols can extend the temporal, geographic, ecological and taxonomic scope of SLA studies.

Additional keywords: Bolivia, dry forest, herbarium specimens, leaf traits, mixed-effects models.


References

Ackerly D (2004) Functional strategies of chaparral shrubs in relation to seasonal water deficit and disturbance. Ecological Monographs 74, 25–44.
Functional strategies of chaparral shrubs in relation to seasonal water deficit and disturbance.Crossref | GoogleScholarGoogle Scholar |

Ackerly D, Cornwell W (2007) A trait-based approach to community assembly: partitioning of species trait values into within- and among-community components. Ecology Letters 10, 135–145.
A trait-based approach to community assembly: partitioning of species trait values into within- and among-community components.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BD2s%2FlsVWlsw%3D%3D&md5=d7b87da38275f3e9f3659cb3d1516b32CAS | 17257101PubMed |

Akaike H (1974) A new look at the statistical model identification. IEEE Transactions on Automatic Control 19, 716–723.
A new look at the statistical model identification.Crossref | GoogleScholarGoogle Scholar |

Baraloto C, Paine CET, Patiño S, Bonal D, Hérault B, Chave J (2010) Functional trait variation and sampling strategies in species-rich plant communities. Functional Ecology 24, 208–216.
Functional trait variation and sampling strategies in species-rich plant communities.Crossref | GoogleScholarGoogle Scholar |

Bates D, Maechler M, Bolker B (2011) ‘lme4: linear mixed-effects models using S4 classes.’ Available at http://cran.r-project.org/web/packages/lme4/index.html [Verified 30 December 2012].

Bean AR (Ed.) (2010) ‘Collecting and preserving plant specimens, a manual. Version 4.’ (Queensland Herbarium, Department of environmental and resource management: Brisbane)

Bhat HS, Kumar N (2010) ‘On the derivation of the Bayesian Information Criterion.’ Available from http://nscs00.ucmerced.edu/~nkumar4/BhatKumarBIC.pdf [Verified 9 May 2013].

Burnham KP, Anderson DR (2002) ‘Model selection and multimodel inference: a practical information-theoretic approach.’ 2nd edn. (Springer-Verlag: New York)

Carr DJ (2000) On the supposed changes in stomatal frequency and size with height of leaf insertion. Annals of Botany 86, 911–912.
On the supposed changes in stomatal frequency and size with height of leaf insertion.Crossref | GoogleScholarGoogle Scholar |

Christianson ML, Niklas KJ (2011) Patterns of diversity in leaves from canopies of Ginkgo biloba are revealed using specific leaf area as a morphological character. American Journal of Botany 98, 1068–1076.
Patterns of diversity in leaves from canopies of Ginkgo biloba are revealed using specific leaf area as a morphological character.Crossref | GoogleScholarGoogle Scholar | 21712418PubMed |

Cornwell W, Ackerly D (2009) Community assembly and shifts in plant trait distributions across an environmental gradient in coastal California. Ecological Monographs 79, 109–126.
Community assembly and shifts in plant trait distributions across an environmental gradient in coastal California.Crossref | GoogleScholarGoogle Scholar |

Davidson A (2011) ‘Measuring leaf perimeter and leaf area.’ Prometheus wiki. Available at http://prometheuswiki.publish.csiro.au/tiki-index.php?page=Measuring+leaf+perimeter+and+leaf+area [Verified 30 September 2011].

Garnier E, Shipley B, Roumet C, Laurent G (2001) A standardized protocol for the determination of specific leaf area and leaf dry matter content. Functional Ecology 15, 688–695.
A standardized protocol for the determination of specific leaf area and leaf dry matter content.Crossref | GoogleScholarGoogle Scholar |

Grime JP (1979) ‘Plant strategies and vegetation processes.’ (Wiley: Chichester, UK)

Guerin GR, Lowe AJ (2012) Leaf morphology shift: new data and analysis support climate link. Biology Letters 8, 882–886.
Leaf morphology shift: new data and analysis support climate link.Crossref | GoogleScholarGoogle Scholar | 22764114PubMed |

Hilborn R, Mangel M (1997) ‘The ecological detective: confronting models with data.’ (Princeton University Press: Princeton, NJ)

Hopkins WG (1999) ‘Introduction to plant physiology.’ (Wiley & Sons: New York)

Hulshof C, Swenson N (2010) Variation in leaf functional trait values within and across individuals and species: an example from a Costa Rican dry forest. Functional Ecology 24, 217–223.
Variation in leaf functional trait values within and across individuals and species: an example from a Costa Rican dry forest.Crossref | GoogleScholarGoogle Scholar |

Juneau KJ, Tarasoff CS (2012) Leaf area and water content changes after permanent and temporary storage. PLoS ONE 7, e42604
Leaf area and water content changes after permanent and temporary storage.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XhtFOls7zE&md5=adfd538dda0930b2d2ff2b5b5ad304a5CAS |

Killeen TJ, Chavez E, Peña-Claros M, Toledo M, Arroyo L, Caballero J, Correa L, Guillén R, Quevedo R, Saldias M, Soria L, Uslar Y, Vargas I, Steininger M (2005) The chiquitano dry forest, the transition between humid and dry forest in eastern lowland Bolivia. In ‘Neotropical savannas and seasonally dry forests: plant diversity, biogeography and conservation’. (Ed. T Pennington) pp. 206–224. (CRC Press: Boca Raton, FL)

Koch GW, Sillet SC, Jennings GM, Davis SD (2004) The limits to tree height. Nature 428, 851–854.
The limits to tree height.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXjt1Crt78%3D&md5=94b2c0c6404c8c56c6618113a345179bCAS | 15103376PubMed |

Kraft NJB, Valencia R, Ackerly D (2008) Functional traits and niche-based tree community assembly in an Amazonian forest. Science 322, 580–582.
Functional traits and niche-based tree community assembly in an Amazonian forest.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1cXht1Krt7rE&md5=dd1cc8a121f66fd09ae525412e002e02CAS |

Lebrija-Trejos E, Pérez-Garcia EA, Meave JA, Bongers F, Poorter L (2010) Functional traits and environmental filtering drive community assembly in a species-rich tropical system. Ecology 91, 386–398.
Functional traits and environmental filtering drive community assembly in a species-rich tropical system.Crossref | GoogleScholarGoogle Scholar | 20392004PubMed |

Maharjan SK, Poorter L, Holmgren M, Bongers F, Wieringa JJ, Hawthorne WD (2011) Plant functional traits and the distribution of west African rain forest trees along the rainfall gradient. Biotropica 43, 552–561.
Plant functional traits and the distribution of west African rain forest trees along the rainfall gradient.Crossref | GoogleScholarGoogle Scholar |

Manly B (1997) ‘Randomisation, bootstrap and Monte Carlo methods in biology.’ 2nd edn. (Chapman and Hall/CRC Press: Boca Raton, FL)

Markesteijn L (2010) Drought tolerance of tropical tree species; functional traits, trade-offs and species distribution. PhD Thesis, Wageningen University, The Netherlands.

Marshall JD, Monserud RA (2003) Foliage height influences specific leaf area three conifer species. Canadian Journal of Forest Research 33, 164–170.
Foliage height influences specific leaf area three conifer species.Crossref | GoogleScholarGoogle Scholar |

McDonald PG, Fonseca CR, Overton JM, Westoby M (2003) Leaf-size divergence along rainfall and soil-nutrient gradients: is the method size reduction common among clades? Functional Ecology 17, 50–57.
Leaf-size divergence along rainfall and soil-nutrient gradients: is the method size reduction common among clades?Crossref | GoogleScholarGoogle Scholar |

McGill BJ, Enquist BJ, Weiher E, Westoby M (2006) Rebuilding community ecology from functional traits. Trends in Ecology & Evolution 21, 178–185.
Rebuilding community ecology from functional traits.Crossref | GoogleScholarGoogle Scholar |

Missouri Botanical Garden (2012) ‘Tropicos.’ Available at http://tropicos.org [Verified 15 January 2012].

Mueller R, Beck SG, Lara R (2002) Vegetación potencial de los bosques de Yungas en Bolivia, Basado en datos climáticos. Ecología en Bolivia 37, 5–14.

Navarro G (2002) Vegetación y unidades biogeográficas. In ‘Geografía ecológica de Bolivia: vegetación y ambientes acuáticos’. (Eds G Navarro, M Maldonado) pp. 41–91. (Difusión Simón I. Patiño Press: Santa Cruz, Bolivia)

Niinemets Ü, Kull K (1994) Leaf weight per area and leaf size of 85 Estonian woody species in relation to shade tolerance and light availability. Forest Ecology and Management 70, 1–10.
Leaf weight per area and leaf size of 85 Estonian woody species in relation to shade tolerance and light availability.Crossref | GoogleScholarGoogle Scholar |

Pérez-Harguindeguy N, Díaz S, Garnier E, Lavorel S, Poorter H, Jaureguiberry P, Bret-Harte MS, Cornwell WK, Craine JM, Gurvich DE, Urcelay C, Veneklaas EJ, Reich PB, Poorter L, Wright IJ, Ray P, Enrico L, Pausas JG, de Vos AC, Buchmann N, Funes G, Quértier F, Hodgson JG, Thompson K, Morgan HD, ter Steege H, van der Heijden MGA, Sack L, Blonder B, Poscholod P, Vaieretti MV, Conti G, Staver AC, Aquino S, Cornelissen JHC (2013) New handbook for standardized measurement of plant functional traits worldwide. Australian Journal of Botany 61, 167–234.

R Development Core Team (2011) ‘R: a language and environment for statistical computing.’ (R Foundation for Statistical Computing: Vienna). Available at http://www.R-project.org [Verified 15 January 2012].

Rasband WS (2011) ‘ImageJ.’ (US National Institutes of Health: Bethesda, MD). Available at http://imagej.nih.gov/ij/ [Verified 21 September 2011].

Reich P, Walters M, Ellsworth D (1997) From tropics to tundra: global convergence in plant functioning. Proceedings of the National Academy of Sciences, USA 94, 13 730–13 734.
From tropics to tundra: global convergence in plant functioning.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK2sXotValtb8%3D&md5=ee7a5edd16fa9ff019ef52afe2ee29e3CAS |

Richardson AD, Berlyn GP, Ashton PMS, Thadani R, Cameron IR (2000) Foliar plasticity of hybrid spruce in relation to crown position and stand age. Canadian Journal of Botany 78, 305–317.

Rozendaal DMA, Hurtado VH, Poorter L (2006) Plasticity in leaf traits of 38 tropical tree species in response to light; relationships with light demand and adult stature. Functional Ecology 20, 207–216.
Plasticity in leaf traits of 38 tropical tree species in response to light; relationships with light demand and adult stature.Crossref | GoogleScholarGoogle Scholar |

Sack L, Melcher PJ, Lui WH, Middleton E, Pardee T (2006) How strong is intracanopy leaf plasticity in temperate deciduous trees? American Journal of Botany 93, 829–839.
How strong is intracanopy leaf plasticity in temperate deciduous trees?Crossref | GoogleScholarGoogle Scholar |

Smith RJ (2009) Use and misuse of the reduced major axis for line-fitting. American Journal of Physical Anthropology 140, 476–486.
Use and misuse of the reduced major axis for line-fitting.Crossref | GoogleScholarGoogle Scholar | 19425097PubMed |

Talbert CM, Holch AE (1957) A study of the lobbing of sun and shade leaves. Ecology 38, 655–658.
A study of the lobbing of sun and shade leaves.Crossref | GoogleScholarGoogle Scholar |

Tilman D (1988) ‘Plant strategies and the structure and dynamics of plant communities.’ (Princeton University Press: Princeton, NJ)

Warton D, Wright I, Falster D, Westoby M (2006) Bivariate line-fitting methods for allometry. Biological Reviews of the Cambridge Philosophical Society 81, 259–291.
Bivariate line-fitting methods for allometry.Crossref | GoogleScholarGoogle Scholar | 16573844PubMed |

Warton D, Duursma R, Falster D, Taskinen S (2012) smatr 3: an R package for estimation and inference about allometric lines. Methods in Ecology and Evolution 3, 257–259.
smatr 3: an R package for estimation and inference about allometric lines.Crossref | GoogleScholarGoogle Scholar |

Westoby M, Falster D, Moles A, Vesk P, Wright I (2002) Plant ecological strategies: some leading dimensions of variation between species. Annual Review of Ecology and Systematics 33, 125–159.
Plant ecological strategies: some leading dimensions of variation between species.Crossref | GoogleScholarGoogle Scholar |

Whittaker RH (1967) Gradient analysis of vegetation. Biological Reviews of the Cambridge Philosophical Society 42, 207–264.
Gradient analysis of vegetation.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DyaF2s3mtVOnsg%3D%3D&md5=14d14415e6fbd00178f75ad956d29d44CAS | 4859903PubMed |

Wright IJ, Reich PB, Westoby M, Ackerly DD, Baruch Z, Bongers F, Cavender-Bares J, Chapin T, Cornelissen JHC, Diemer M, Flexas J, Garnier E, Groom PK, Gulias J, Hikosaka K, Lamont BB, Lee T, Lee W, Lusk C, Midgley JJ, Navas M, Niinemets Ü, Oleksyn J, Osada N, Poorter H, Poot P, Prior L, Pyankov VI, Roumet C, Thomas SC, Tjoelker MG, Veneklaas EJ, Villar R (2004) The worldwide leaf economics spectrum. Nature 428, 821–827.
The worldwide leaf economics spectrum.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXjt1Crt74%3D&md5=ecab0c2b186489650165ad106cd5e1adCAS | 15103368PubMed |

Wright IJ, Ackerly DD, Bongers F, Harms KE, Ibarra-Manriquez G, Martinez-Ramos M, Mazer SJ, Muller-Landau C, Paz H, Pitman NCA, Poorter L, Silman MR, Vriesendorp CF, Webb CO, Westoby M, Wright J (2007) Relationship among ecologically important dimensions of plant trait variation in seven neotropical forests. Annals of Botany 99, 1003–1015.
Relationship among ecologically important dimensions of plant trait variation in seven neotropical forests.Crossref | GoogleScholarGoogle Scholar | 16595553PubMed |