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Journal of Forest Research

, Volume 19, Issue 3, pp 348–356 | Cite as

Post-fire production of mushrooms in Pinus pinaster forests using classificatory models

  • Pablo Vásquez Gassibe
  • Raul Fraile Fabero
  • María Hernández-Rodríguez
  • Juan Andrés Oria-de-Rueda
  • Felipe Bravo Oviedo
  • Pablo Martín-PintoEmail author
Original Article

Abstract

This study was aimed at describing post-fire mushroom production in a Mediterranean ecosystem dominated by Pinus pinaster Ait. in the northwest of Spain and assessing the results by classificatory models. During the autumn periods of 2003–2006, fruit bodies from 115 fungal taxa were collected in burned and unburned areas and were further grouped into the following categories: saprotrophic/mycorrhizal; and edible/non-edible. After wildfires, a significant reduction in the number of fungal species and fruit body biomass production was observed. Based on this relevant information, the first simple classificatory model for this aim is provided. Nine alternative models based on classifications according to combinations of edibility and functional groups were fitted, and four fruiting body biomass production classes were defined as possible responses. As explanatory factors, time after fire and climatic variables significantly related to fruit body production were included. The best predictive results were obtained for edible and edible-mycorrhizal models, for which the correct classification rate of production classes was between 92 and 85 %. Moreover, the models obtained were applied to analyse the effect of time after fire on fungal production. Mycorrhizal and edible fungal production after fire was classified into the lowest class, whereas saprotrophic and non-edible species followed a contrary trend. The classificatory models can be useful to optimise management and harvest of these increasingly appreciated non-timber forest resources.

Keywords

Classificatory models Fire Mushroom production Pinus pinaster 

Notes

Acknowledgments

We thank Associate Professor Valentín Pando (Departamento de Estadística e Investigación Operativa, Universidad de Valladolid) for his valuable support in the statistical analysis and Luis Santos (CIFOR-INIA) for valuable comments for improving this paper. Part of this work was supported by a Research Project (Junta de Castilla y León; Ref.: VA018B05). María Hernández-Rodríguez work is supported by an FPI-UVa grant of University of Valladolid.

References

  1. Arnolds E (1988) The changing macromycete flora in the Netherlands. Trans Br Mycol Soc 90:391–406CrossRefGoogle Scholar
  2. Bonello P, Bruns TD, Gardes M (1998) Genetic structure of a natural population of the ectomycorrhizal fungus Suillus pungens. New Phytol 138:533–542CrossRefGoogle Scholar
  3. Bonet JA, Fischer CR, Colinas C (2004) The relationship between forest age and aspect on the production of sporocarps of ectomycorrhizal fungi in Pinus sylvestris forests of the central Pyrenees. For Ecol Manag 203:157–175CrossRefGoogle Scholar
  4. Bonet JA, Palahí M, Colinas C, Pukkala T, Fischer CR, Miina J, Martinez A (2010) Modelling the production and species richness of wild mushrooms in pine forests of the Central Pyrenees in northeastern Spain. Can J For Res 40:347–356CrossRefGoogle Scholar
  5. Bravo F, Montero G (2001) Site index estimation in Scots pine (Pinus sylvestris L.) stands in the High Ebro Basin (northern Spain) using soil attributes. Forestry 74:395–406CrossRefGoogle Scholar
  6. Bravo F, Lucà M, Mercurio R, Sidari M, Muscolo A (2011) Soil and forest productivity: a case study from Stone pine (Pinus pinea L.) stands in Calabria (southern Italy). iForest Biogeosci For 4:25–30Google Scholar
  7. Cai M, Pettenella D, Vidale E (2011) Income generation from wild mushrooms in marginal rural areas. For Policy Econ 13:221–226CrossRefGoogle Scholar
  8. Claridge AW, Trappe JM, Hansen K (2009) Do fungi have a role as soil stabilizers and remediators after forest fire? For Ecol Manag 257:1063–1069CrossRefGoogle Scholar
  9. Dahlberg A (1991) Ectomycorrhiza in coniferous forest-structure and dynamics of populations and communities. PhD thesis, Swedish University of Agricultural Science, UppsalaGoogle Scholar
  10. Dahlberg A (2002) Effects of fire on ectomycorrhizal fungi in Fennoscandian boreal forests. Silva Fenn 36:69–80Google Scholar
  11. Dahlberg A, Stenlid J (1994) Size, distribution and biomass of genets in populations of Suillus bovinus (L.: Fr.) Roussel revealed by somatic incompatibility. New Phytol 128:225–234CrossRefGoogle Scholar
  12. Dahlberg A, Schimmel J, Taylor AFS, Johannesson H (2001) Post-fire legacy of ectomycorrhizal fungal communities in the Swedish boreal forest in relation to fire severity and logging intensity. Biol Conserv 100:151–161CrossRefGoogle Scholar
  13. Fellner R, Pešková V (1995) Effects of industrial pollutants on ectomycorrhizal relationships in temperate forests. Can J Bot 73:1310–1315CrossRefGoogle Scholar
  14. Gassibe PV, Fabero RF, Hernández-Rodríguez M, Oria-de-Rueda JA, Martín-Pinto P (2011) Fungal community succession following wildfire in a Mediterranean vegetation type dominated by Pinus pinaster in Northwest Spain. For Ecol Manag 262:655–662CrossRefGoogle Scholar
  15. Hart SC, DeLuca TH, Newman GS, MacKenzie MD, Boyle SI (2005) Post-fire vegetative dynamics as drivers of microbial community structure and function in forest soils. For Ecol Manag 220:166–184CrossRefGoogle Scholar
  16. Martínez de Aragón J, Bonet JA, Fischer CR, Colinas C (2007) Productivity of ectomycorrhizal and selected edible saprotrophic fungi in pine forests of the pre-Pyrenees mountains, Spain: predictive equations for forest management of mycological resources. For Ecol Manag 252:239–256CrossRefGoogle Scholar
  17. Martínez-Peña F (2003) Producción y aprovechamiento de B. edulis Bull.: Fr. en bosques de Pinus sylvestris L. Bases para la ordenación y valoración económica del recurso micológico forestal, Serie técnica de la Consejería de Medio Ambiente. Serie técnica de la Consejería de Medio Ambiente. Junta de Castilla y LeónGoogle Scholar
  18. Martín-Pinto P, Vaquerizo H, Peñalver F, Olaizola J, Oria-de-Rueda JA (2006) Early effects of a wildfire on the diversity and production of fungal communities in Mediterranean vegetation types dominated by Cistus ladanifer and Pinus pinaster in Spain. For Ecol Manag 225:296–305CrossRefGoogle Scholar
  19. Ohenoja E (1989) Forest fertilization and fruiting body production in fungi. Atti Centro Sudi Flora Mediterr 7:233–253Google Scholar
  20. Oria-de-Rueda JA, Hernández-Rodríguez M, Martín-Pinto P, Pando V, Olaizola J (2010) Could artificial reforestations provide as much production and diversity of fungal species as natural forest stands in marginal Mediterranean areas? For Ecol Manag 260:171–180CrossRefGoogle Scholar
  21. Ortega-Martínez P, Águeda B, Fernández-Toirán LM, Martínez-Peña F, Agueda B (2011) Tree age influences on the development of edible ectomycorrhizal fungi sporocarps in Pinus sylvestris stands. Mycorrhiza 21:65–70PubMedCrossRefGoogle Scholar
  22. Perry DA, Molina R, Amaranthus MP (1987) Mycorrhizae, mycorrhizospheres, and reforestation: current knowledge and research needs. Can J For Res 17:929–940CrossRefGoogle Scholar
  23. Pilz D, Smith J, Amaranthus MP, Alexander S, Molina R, Luoma D (1999) Mushrooms and timber: managing commercial harvesting in the Oregon Cascades. J For 97:4–11Google Scholar
  24. Rashid A, Ahmed T, Ayub N, Khan AG (1997) Effect of forest fire on number, viability and post-fire re-establishment of arbuscular mycorrhizae. Mycorrhiza 7:217–220CrossRefGoogle Scholar
  25. Rodríguez B, Siverio M, Rodríguez A, Siverio F (2007) Density, habitat selection and breeding success of an insular population of Barbary Falcon Falco Peregrinus Pelegrinoides. Ardea 95:213–223CrossRefGoogle Scholar
  26. Salerni E, Perini C (2004) Experimental study for increasing productivity of Boletus edulis s.l. in Italy. For Ecol Manag 201:161–170CrossRefGoogle Scholar
  27. Savoie JMM, Largeteau ML (2011) Production of edible mushrooms in forests: trends in development of a mycosilviculture. Appl Microbiol Biotechnol 89:971–979PubMedCrossRefGoogle Scholar
  28. Straatsma G, Ayer F, Egli S (2001) Species richness, abundance, and phenology of fungal fruit bodies over 21 years in a Swiss forest plot. Mycol Res 105:515–523CrossRefGoogle Scholar
  29. Tapias R, Climent J, Pardos JA, Gil L (2004) Life histories of Mediterranean pines. Plant Ecol 171:53–68CrossRefGoogle Scholar
  30. Thornthwaite CW, Mather JR, (1955) The water balance, vol 8. Centerton: Drexel Institute of Technology, Publications in climatologyGoogle Scholar
  31. Torres P, Honrubia M (1997) Changes and effects of a natural fire on ectomycorrhizal inoculum potential of soil in a Pinus halepensis forest. For Ecol Manag 96:189–196CrossRefGoogle Scholar
  32. Vilarino A, Arines J (1991) Numbers and viability of vesicular-arbuscular fungal propagules in field soil samples after wildfire. Soil Biol Biochem 23:1083–1087CrossRefGoogle Scholar
  33. Vogt KA, Bloomfield J, Ammirati JF, Ammirati SR (1992) Sporocarp production by basidiomycetes, with emphasis on forest ecosystems. In: Carroll G, Wicklow DT (eds) The fungal community, its organization and role in the ecosystem. Marcel Dekker, New York, pp 563–581Google Scholar
  34. Wall A, Westman CJ (2006) Site classification of afforested arable land based on soil properties for forest production. Can J For Res 36:1451–1460CrossRefGoogle Scholar
  35. Yun W, Hall IR (2004) Edible ectomycorrhizal mushrooms: challenges and achievements. Can J Bot 82:1063–1073CrossRefGoogle Scholar

Copyright information

© The Japanese Forest Society and Springer Japan 2013

Authors and Affiliations

  • Pablo Vásquez Gassibe
    • 1
  • Raul Fraile Fabero
    • 1
  • María Hernández-Rodríguez
    • 1
  • Juan Andrés Oria-de-Rueda
    • 1
  • Felipe Bravo Oviedo
    • 1
  • Pablo Martín-Pinto
    • 1
    Email author
  1. 1.Departments of Agroforestry Sciences, and Vegetal Production and Natural Resources, Sustainable Forest Management Research InstituteUniversity of Valladolid (Palencia)PalenciaSpain

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