New Forests

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A probabilistic model for tropical tree seed desiccation tolerance and storage classification

  • Fabieli Pelissari
  • Anderson Cleiton José
  • Marco Aurélio Leite Fontes
  • Antônio César Batista Matos
  • Wilson Vicente Souza Pereira
  • José Marcio Rocha Faria
Article

Abstract

Knowledge of seed desiccation tolerance is fundamental for conservation and use of forest species. The protocol used for classification of seed desiccation tolerance and storage is time consuming and many times limited by the lack of information about optimum conditions for seed germination and treatments to overcome seed dormancy. This study evaluated 66 Brazilian tree species aiming to correlate seed characteristics with desiccation tolerance. For this purpose, a model was established to explain the relationship of tegument/seed mass ratio (SCR), seed mass, and water content of embryo + endosperm with desiccation tolerance. The principal component analysis showed the establishment of two groups, indicating the interaction between desiccation tolerance and seed characteristics. Recalcitrant seeds are more often associated with the water content of embryo + endosperm and water content of tegument + endocarp, while orthodox seeds are more associated with SCR and number of seeds per kilogram. The classification found using the model proposed was significantly correlated with desiccation tolerance and storage, with 92% confidence for the analyzed species. Seeds morphological characteristics can be used for prediction of desiccation tolerance and storage behavior; however, the use of a model that combines more variables increases the chance of accurate classification.

Keywords

Seed storage behavior Forest seeds Orthodox Recalcitrant 

Notes

Acknowledgements

To the Coordination for the Improvement of Higher Education Personnel (CAPES), National Council for Scientific and Technological Development (CNPq), and Minas Gerais State Agency for Research and Development (FAPEMIG), geared to development support and execution of this research.

References

  1. Archer KJ, Lemeshow S, Hosmer DW (2007) Goodness-of-fit tests for logistic regression models when data are collected using a complex sampling design. Comput Stat Data Anal 51(9):4450–4464CrossRefGoogle Scholar
  2. Berjak P, Pammenter NW (2001) Seed recalcitrance—current perspectives. S Afr J Bot 67:79–89CrossRefGoogle Scholar
  3. Berjak P, Pammenter NW (2008) From Avicenniato Zizania: seed recalcitrance in perspective. Ann Bot 101:213–228CrossRefPubMedGoogle Scholar
  4. Brasil, Ministério da Agricultura e da Reforma Agrária (2009) Regras para análise de sementes. Mapa/ACS, Brasília, p 399Google Scholar
  5. Costa CJ (2009) Armazenamento e conservação de sementes de espécies do cerrado. Planaltina, DF: Embrapa Cerrados, p. 30—(Documentos/Embrapa Cerrados, ISSN 1517-5111, ISSN online 2176-5081, 265)Google Scholar
  6. Daws MI, Lydall E, Chmielarz P, Leprince O, Matthews S, Thanos CA, Pritchard HW (2004) Developmental heat sum influences recalcitrant seed traits in Aesculus hippocastanum across Europe. New Phytol 162:157–166CrossRefGoogle Scholar
  7. Daws MI, Garwoods NC, Pritchard HW (2005) Traits of recalcitrant seeds in a semi-deciduous tropical forest in Panamá: some ecological implications. Funct Ecol 19:874–885CrossRefGoogle Scholar
  8. Daws MI, Garwood NC, Pritchard HW (2006) Prediction of desiccation sensitivity in seeds of woody species: a probabilistic model based on two seed traits and 104 species. Ann Bot 97:667–674CrossRefPubMedPubMedCentralGoogle Scholar
  9. Dickie JB, Pritchard HW (2002) Systematic and evolutionary aspects of desiccation tolerance in seeds. In: Black M, Pritchard HW (eds) Desiccation and survival in plants: drying without dying. CAB International, Wallingford, pp 239–259CrossRefGoogle Scholar
  10. Ellis RH, Hong TD, Roberts EH (1990) An intermediate category of seed storage behaviour? I. Coffee. J Exp Bot 41:1167–1174CrossRefGoogle Scholar
  11. Farnsworth E (2000) The ecology and physiology of viviparous and recalcitrant seeds. Annu Rev Ecol Syst 31:107–138CrossRefGoogle Scholar
  12. Foster SA (1986) On the adaptative value of large seeds for tropical moist forest trees: a review and synthesis. Bot Rev 52:260–299CrossRefGoogle Scholar
  13. Gardarin A, Dürr C, Mannino MR, Busset H, Colbach N (2000) Seed mortality in the soil is related to seed coat thick-ness. Seed Sci Res 20:243–256CrossRefGoogle Scholar
  14. Gold K, Hay F (2008) Identifying desiccation-sensitive seeds. Technical Information Sheet. No 10. Millenium Seed Banks Project. Royal Botanical Gardens, Kew, UKGoogle Scholar
  15. Grubb PJ, Burslem DFRP (1998) Mineral nutrient concentrations as a function of seed size within seed crops: implications for competition among seedlings and defense against herbivory. J Trop Ecol 14:177–185CrossRefGoogle Scholar
  16. Hamilton KN, Offord CA, Cuneo P, Deseo MA (2013) A comparative study of seed morphology in relation to desiccation tolerance and other physiological responses in 71 Eastern Australian rainforest species. Plant Species Biol 28:51–62CrossRefGoogle Scholar
  17. Hill JP, Edwards W, Franks PJ (2012) Size is not everything for desiccation-sensitive seeds. J Ecol 100:1131–1140CrossRefGoogle Scholar
  18. Hong TD, Ellis RH (1996) A protocol to determine seed storage behavior. A protocol to determine seed storage behaviour. IPGRI Technical Bulletin No. 1. International Plant Genetic Resources Institute, Rome, ItalyGoogle Scholar
  19. Hong TD, Ellis RH (1997) Ex situ biodiversity conservation by seed storage: multiple-criteria keys to estimate seed storage behaviour. Seed Sci Technol 25:157–161Google Scholar
  20. Hong TD, Ellis RH (1998) Contrasting seed storage behavior among different species of Meliaceae. Seed Sci Technol 26:77–95Google Scholar
  21. Hong TD, Linington S, Ellis RH (2001) Compendium of information on seed storage behaviour, vol 1. Royal Botanic Gardens, Kew, p 400Google Scholar
  22. Jayasuriya KMGG, Baskin JM, Baskin CC, Fernando MTR (2012) Variation in seed dormancy and storage behaviour of three liana species of Derris (Fabaceae, Fabiodeae) in Sri Lanka and ecological implications. Res J Seed Sci 5(1):1–18CrossRefGoogle Scholar
  23. Jöet T, Ourcival JM, Capelli M, Dussert S, Morin X (2016) Explanatory ecological factors for the persistence of desiccation-sensitive seeds in transient soil seed banks: Quercus liex as a case study. Ann Bot 117:165–176CrossRefPubMedGoogle Scholar
  24. Kermode AR, Finch-Savage WE (2002) Desiccation sensitivity in orthodox and recalcitrant seeds in relation to development. In: Black M, Pritchard HW (eds) Desiccation and survival in plants: drying without dying. CABI Publishing, Wallingford, Oxon, pp 149–184CrossRefGoogle Scholar
  25. Pammenter NW, Berjak P (2000a) Evolutionary and ecological aspects of recalcitrant seed biology. Seed Sci Res 10:301–306CrossRefGoogle Scholar
  26. Pammenter NW, Berjak P (2000b) Some thoughts on the evolution and ecology of recalcitrant seeds. Plant Species Biol 15:153–156CrossRefGoogle Scholar
  27. Potter KV, Jetton RM, Bower A, Jacobs DF, Man G, Hipkins VD, Westwood M (2017) Banking on the future: progress, challenges and opportunities for the genetic conservation of forest trees. New For 48:153–180CrossRefGoogle Scholar
  28. Pritchard HW, Daws MI, Fletcher BJ, Gaméné CS, Msanga HP, Omondi W (2004a) Ecological correlates of seed desiccation tolerance in tropical African dryland trees. Am J Bot 91(6):863–870CrossRefPubMedGoogle Scholar
  29. Pritchard HW, Wood CB, Hodges S, Vautier HJ (2004b) 100-seed test for desiccation tolerance and germination: a case study on eight tropical palm species. Seed Sci Technol 32:393–403CrossRefGoogle Scholar
  30. Roberts EH (1973) Predicting the storage life of seeds. Seed Sci Technol 1:499–514Google Scholar
  31. Sautu A, Baskin JM, Baskin CC, Condit R (2006) Studies on the seed biology of 100 native species of trees in a seasonal moist tropical forest, Panama, Central America. For Ecol Manage 234:245–263CrossRefGoogle Scholar
  32. Schütz W (2000) Ecology of seed dormancy and germination in sedges (Carex). Perspect Plant Ecol Evol Syst 3:67–89CrossRefGoogle Scholar
  33. Smith NJC, Zahid DM, Ashwath N, Midmore DJ (2008) Seed ecology and successional status of 34 tropical rainforest cabinet timber species for farm forestry from Queensland. For Ecol Manag 256:1031–1038CrossRefGoogle Scholar
  34. Souza RP, Valio IFM (2001) Seed size, seed germination, and seedling survival of brazilian tropical tree species differing in successional status. Biotropica 33(3):447–457CrossRefGoogle Scholar
  35. Tompsett PB (1994) Capture of genetic resources by collection and storage of seed: a physiological approach. In: Leakey RRB, Newton AC (eds) Tropical trees: the potential for domestication and the rebuilding of forest resources. HMSO, London, pp 61–71Google Scholar
  36. Tompsett PB, Kemp R (1996) Database of tropical tree seed research. Royal Botanic Gardens, KewGoogle Scholar
  37. Tweddle JC, Dickie JB, Baskin CC, Baskin JM (2003) Ecological aspects of seed desiccation sensitivity. J Ecol 91:294–304CrossRefGoogle Scholar
  38. Vásquez-Yanes C, Orozco-Segovia A (1993) Patterns of seed longevity and germination in the tropical rainforest. Annu Rev Ecol Syst 24:69–87CrossRefGoogle Scholar
  39. Xia K, Daws MI, Stuppy W, Zhou ZK, Pritchard HW (2012) Rates of water loss and uptake in recalcitrant fruits of Quercus species are determined by pericarp anatomy. PLoS ONE 7(10):1–11Google Scholar
  40. Yu Y, Baskin JM, Baskin CC, Tang Y, Cao M (2008) Ecology of seed germination of eight non-pioneer tree species from a tropical seasonal rain forest in southwest China. Plant Ecol 197:1–16CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media B.V. 2017

Authors and Affiliations

  • Fabieli Pelissari
    • 1
  • Anderson Cleiton José
    • 1
  • Marco Aurélio Leite Fontes
    • 1
  • Antônio César Batista Matos
    • 2
  • Wilson Vicente Souza Pereira
    • 1
  • José Marcio Rocha Faria
    • 1
  1. 1.Departamento de Ciências FlorestaisUniversidade Federal de LavrasLavrasBrazil
  2. 2.Departamento de Ciências FlorestaisUniversidade Federal de ViçosaViçosaBrazil

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