Register      Login
International Journal of Wildland Fire International Journal of Wildland Fire Society
Journal of the International Association of Wildland Fire
RESEARCH ARTICLE

Does fire regime affect both temporal patterns and drivers of vegetation recovery in a resilient Mediterranean landscape? A remote sensing approach at two observation levels

F. Javier Lozano A , Susana Suárez-Seoane A B and Estanislao de Luis-Calabuig A
+ Author Affiliations
- Author Affiliations

A Área de Ecología, Departamento de Biodiversidad y Gestión Ambiental, Facultad de Ciencias Biológicas y Ambientales, Campus de Vegazana s/n, Universidad de León, E-24071 León, Spain.

B Corresponding author. Email: s.seoane@unileon.es

International Journal of Wildland Fire 21(6) 666-679 https://doi.org/10.1071/WF10072
Submitted: 9 July 2010  Accepted: 29 November 2011   Published: 18 June 2012

Abstract

We investigate how fire regime may influence both temporal patterns and drivers of vegetation regeneration in a Natural Park (NW Spain) affected by a long history of fire events and human activities. To address this issue, we evaluate the suitability of five spectral indices derived from Landsat imagery (for the period 1992–2005) for estimating biophysical properties of vegetation and monitoring post-fire recovery. Complementarily, we assess the role of the observation level (pixel and patch) on the results, identifying which of them is more informative for land management. Tasselled Cap Wetness was the best-performing index and total cover was the vegetation property more closely related to spectral data. Most post-fire recovery occurred within the 2 years following the fire event. Fire recurrence did not influence patch extent or shape nor did it affect ecosystem resilience. However, patch extent and shape affected resilience. The relevance of the environmental drivers behind vegetation recovery was not related to fire recurrence and changed over time. Prior vegetation status and rainfall were the most important drivers, while topography and vegetation type had a more secondary role. Our results advocate the consideration of patches as the most appropriate organisational unit when monitoring vegetation recovery.

Additional keywords: fire recurrence, land management, Landsat, patch dynamics, spectral index.


References

Beven KJ, Kirkby MJ (1979) A physically based, variable contributing area model of basin hydrology. Hydrological Sciences Bulletin 24, 43–69.
A physically based, variable contributing area model of basin hydrology.Crossref | GoogleScholarGoogle Scholar |

Bond WJ, Woodward FI, Midgley FF (2005) The global distribution of ecosystems in a world without fire. New Phytologist 165, 525–538.
The global distribution of ecosystems in a world without fire.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BD2M%2Fpt1OktQ%3D%3D&md5=bd3d76d84f18b8e5e453fde42e8e2efcCAS |

Calvo L, Tárrega R, Luis-Calabuig E (2002) The dynamics of Mediterranean shrubs species over 12 years following perturbations. Plant Ecology 160, 25–42.
The dynamics of Mediterranean shrubs species over 12 years following perturbations.Crossref | GoogleScholarGoogle Scholar |

Capitanio R, Carcaillet C (2008) Post-fire Mediterranean vegetation dynamics and diversity: a discussion of succession models. Forest Ecology and Management 255, 431–439.
Post-fire Mediterranean vegetation dynamics and diversity: a discussion of succession models.Crossref | GoogleScholarGoogle Scholar |

Chavez PS (1996) Image-based atmospheric corrections – revisited and improved. Photogrammetric Engineering and Remote Sensing 62, 1025–1036.

Crist EP, Cicone RC (1984) A physically based transformation of Thematic Mapper data – the TM Tasseled Cap. IEEE Transactions on Geoscience and Remote Sensing 22, 256–263.
A physically based transformation of Thematic Mapper data – the TM Tasseled Cap.Crossref | GoogleScholarGoogle Scholar |

Cushman SA, Evans JS, McGarigal K (2010) Landscape ecology: past, present, and future. In ‘Spatial Complexity, Informatics and Wildlife Conservation’. (Eds SM Cushman, F Huettmann) pp. 65–82. (Springer: Tokyo, Japan)

DeBano LF, Neary DG, Folliott PF (1998) ‘Fire’s Effects on Ecosystems.’ (Wiley: New York)

Delitti W, Ferrán A, Trabaud L, Vallejo VR (2005) Effects of fire recurrence in Quercus coccifera L. shrublands of the Valencia region (Spain). Plant composition and productivity. Plant Ecology 177, 57–70.
Effects of fire recurrence in Quercus coccifera L. shrublands of the Valencia region (Spain). Plant composition and productivity.Crossref | GoogleScholarGoogle Scholar |

Díaz-Delgado R, Pons X (2001) Spatial patterns of forest fires in Catalonia (NE of Spain) along the period 1975–1995. Analysis of vegetation recovery after fire. Forest Ecology and Management 147, 67–74.

Díaz-Delgado R, Lloret F, Pons X, Terradas J (2002) Satellite evidence of decreasing resilience in Mediterranean plant communities after recurrent wildfires. Ecology 83, 2293–2303.

Donner D (2006) Determining what’s important about landscapes. Conservation Biology 20, 592–594.
Determining what’s important about landscapes.Crossref | GoogleScholarGoogle Scholar |

Duncan BW, Shao G, Adrian FW (2009) Delineating a managed fire regime and exploring its relationship to the natural fire regime in east central Florida, USA: a remote sensing and GIS approach. Forest Ecology and Management 258, 132–145.
Delineating a managed fire regime and exploring its relationship to the natural fire regime in east central Florida, USA: a remote sensing and GIS approach.Crossref | GoogleScholarGoogle Scholar |

Eugenio M, Lloret F (2006) Effects of repeated burning on Mediterranean communities of the north-eastern Iberian Peninsula. Journal of Vegetation Science 17, 755–764.
Effects of repeated burning on Mediterranean communities of the north-eastern Iberian Peninsula.Crossref | GoogleScholarGoogle Scholar |

Falk DA, Miller C, McKenzie D, Black AE (2007) Cross-scale analysis of fire regimes. Ecosystems 10, 809–823.
Cross-scale analysis of fire regimes.Crossref | GoogleScholarGoogle Scholar |

Farina A (1998) ‘Principles and Methods in Landscape Ecology.’ (Kluwer Academic Publishers: Dordrecht, the Netherlands)

Gamon JA, Field CB, Goulden ML, Griffin KL, Hartley AE, Joel G, Peñuelas J, Valentini R (1995) Relationships between NDVI, canopy structure, and photosynthesis in three Californian vegetation types. Ecological Applications 5, 28–41.
Relationships between NDVI, canopy structure, and photosynthesis in three Californian vegetation types.Crossref | GoogleScholarGoogle Scholar |

Giovannini G (1994) The effect of fire on soil quality. In ‘Soil Erosion and Degradation as a Consequence of Forest Fires’. (Eds M Sala, JL Rubio) pp. 15–27. (Geoforma Ediciones: Logroño, Spain)

Groeneveld J, Enright NJ, Lamont BB (2008) Simulating the effects of different spatiotemporal fire regimes on plant metapopulation persistence in a Mediterranean-type region. Journal of Applied Ecology 45, 1477–1485.
Simulating the effects of different spatiotemporal fire regimes on plant metapopulation persistence in a Mediterranean-type region.Crossref | GoogleScholarGoogle Scholar |

Hall FG, Strebel DE, Nickeson JE, Goetz SJ (1991) Radiometric rectification: toward a common radiometric response among multidate, multisensor images. Remote Sensing of Environment 35, 11–27.
Radiometric rectification: toward a common radiometric response among multidate, multisensor images.Crossref | GoogleScholarGoogle Scholar |

Healey SP, Cohen WB, Zhiqiang Y, Krankina O (2005) Comparison of Tasseled Cap-based Landsat data structures for forest disturbance detection. Remote Sensing of Environment 97, 301–310.
Comparison of Tasseled Cap-based Landsat data structures for forest disturbance detection.Crossref | GoogleScholarGoogle Scholar |

Jelinski DE, Wu J (1996) The modifiable areal unit problem and implications for landscape ecology. Landscape Ecology 11, 129–140.
The modifiable areal unit problem and implications for landscape ecology.Crossref | GoogleScholarGoogle Scholar |

Junta de Castilla y León (2002) ‘Cartografía Detallada de Hábitats del Anexo I de la Directiva 92/43/CEE a Escala 1:10 000 en el Espacio Natural del Lago de Sanabria y Alrededores.’ (Junta de Castilla y León)

Keane RE, Parsons RA, Hessburg PF (2002) Estimating historical range and variation of landscape patch dynamics: limitations of the simulation approach. Ecological Modelling 151, 29–49.
Estimating historical range and variation of landscape patch dynamics: limitations of the simulation approach.Crossref | GoogleScholarGoogle Scholar |

Keeley JE, Fotheringham CJ, Baer-Keeley M (2005a) Determinants of post-fire recovery and succession in Mediterranean-climate shrublands of California. Ecological Applications 15, 1515–1534.
Determinants of post-fire recovery and succession in Mediterranean-climate shrublands of California.Crossref | GoogleScholarGoogle Scholar |

Keeley JE, Fotheringham CJ, Baer-Keeley M (2005b) Factors affecting plant diversity during post-fire recovery and succession of Mediterranean-climate shrublands in California, USA. Diversity & Distributions 11, 525–537.
Factors affecting plant diversity during post-fire recovery and succession of Mediterranean-climate shrublands in California, USA.Crossref | GoogleScholarGoogle Scholar |

Key CH, Benson NC (1999) Measuring and remote sensing of burn severity. In ‘Proceedings Joint Fire Science Conference and Workshop, II’, 15–17 June 1999, Boise, ID. (Eds LF Neuenschwander, KC Ryan) p. 282. (University of Idaho and International Association of Wildland Fire: Moscow, ID)

Lavorel S, Canadell J, Rambal S, Terradas J (1998) Mediterranean terrestrial ecosystems: research priorities on global change effects. Global Ecology and Biogeographical Letters 7, 157–166.

Liu Y, Stanturf J, Goodrick S (2010) Trends in global wildfire potential in a changing climate. Forest Ecology and Management 259, 685–697.
Trends in global wildfire potential in a changing climate.Crossref | GoogleScholarGoogle Scholar |

Lozano FJ, Suárez-Seoane S, Luis-Calabuig E (2005) Vegetation dynamics after fire: opportunities of the combined use of fire detection and ecological indices. A case study in West Spain. In ‘Proceedings of the 5th International Workshop on Remote Sensing and GIS Applications to Forest Fire Management: Fire Effects Assessment’, 15–18 June 2005, Zaragoza, Spain. (Eds J Riva, F Pérez-Cabello, E Chuvieco) pp. 269–273. (EARSeL y Universidad de Zaragoza: Zaragoza, Spain)

Lozano FJ, Suárez-Seoane S, Luis-Calabuig E (2007a) Estudio comparativo de los regímenes de fuego en tres espacios naturales protegidos del Oeste peninsular mediante imágenes Landsat. Revista Española de Teledetección 26, 77–86.

Lozano FJ, Suárez-Seoane S, Luis-Calabuig E (2007b) Assessment of several spectral indices derived from multitemporal Landsat data for fire occurrence modelling. Remote Sensing of Environment 107, 533–544.
Assessment of several spectral indices derived from multitemporal Landsat data for fire occurrence modelling.Crossref | GoogleScholarGoogle Scholar |

Lozano FJ, Suárez-Seoane S, Luis-Calabuig E (2008) A multiscale approach for modeling fire occurrence probability using satellite data and classification trees. A study case in a mountainous Mediterranean region. Remote Sensing of Environment 112, 708–719.
A multiscale approach for modeling fire occurrence probability using satellite data and classification trees. A study case in a mountainous Mediterranean region.Crossref | GoogleScholarGoogle Scholar |

Lozano FJ, Suárez-Seoane S, Luis-Calabuig E (2010) Effects of wildfires on environmental variability: a comparative analysis using different spectral indices, patch metrics and thematic resolutions. Landscape Ecology 25, 697–710.
Effects of wildfires on environmental variability: a comparative analysis using different spectral indices, patch metrics and thematic resolutions.Crossref | GoogleScholarGoogle Scholar |

Luis-Calabuig E, Calvo L, Fernández B, Marcos E, Martínez C, Tárrega R, Valbuena L (2006) Fire recurrence effects on biodiversity and community structure in Sanabria Natural Park (Spain). Forest Ecology and Management 234, S189
Fire recurrence effects on biodiversity and community structure in Sanabria Natural Park (Spain).Crossref | GoogleScholarGoogle Scholar |

Mäkelä H, Pekkarinen A (2004) Estimation of forest stand volumes by Landsat TM imagery and stand-level field-inventory data. Forest Ecology and Management 196, 245–255.
Estimation of forest stand volumes by Landsat TM imagery and stand-level field-inventory data.Crossref | GoogleScholarGoogle Scholar |

Margolis EQ, Balmat J (2009) Fire history and fire–climate relationships along a fire regime gradient in the Santa Fe municipal watershed, NM, USA. Forest Ecology and Management 258, 2416–2430.
Fire history and fire–climate relationships along a fire regime gradient in the Santa Fe municipal watershed, NM, USA.Crossref | GoogleScholarGoogle Scholar |

McDonald AJ, Genmell FM, Lewis PE (1998) Investigation of the utility of spectral indices for determining information on coniferous forests. Remote Sensing of Environment 66, 250–272.
Investigation of the utility of spectral indices for determining information on coniferous forests.Crossref | GoogleScholarGoogle Scholar |

McKenzie D, Peterson DL, Agee JK (2000) Fire frequency in the Interior Columbia River Basin: building regional models from fire history data. Ecological Applications 10, 1497–1516.
Fire frequency in the Interior Columbia River Basin: building regional models from fire history data.Crossref | GoogleScholarGoogle Scholar |

Méndez M, García D, Maestre FT, Escudero A (2008) More ecology is needed to restore Mediterranean ecosystems: a reply to Valladares and Gianoli. Restoration Ecology 16, 210–216.
More ecology is needed to restore Mediterranean ecosystems: a reply to Valladares and Gianoli.Crossref | GoogleScholarGoogle Scholar |

Minnich RA, Chou YH (1997) Wildland fire patch dynamics in the chaparral of southern California and northern Baja California. International Journal of Wildland Fire 7, 221–248.
Wildland fire patch dynamics in the chaparral of southern California and northern Baja California.Crossref | GoogleScholarGoogle Scholar |

Morán MS, Jackson RD, Slater PN, Teillet PM (1992) Evaluation of simplified procedures for retrieval of land surface reflectance factors from satellite sensor output. Remote Sensing of Environment 41, 169–184.
Evaluation of simplified procedures for retrieval of land surface reflectance factors from satellite sensor output.Crossref | GoogleScholarGoogle Scholar |

Neigh CSR, Tucker CJ, Townshend JRG (2008) North American vegetation dynamics observed with multiresolution satellite data. Remote Sensing of Environment 112, 1749–1772.
North American vegetation dynamics observed with multiresolution satellite data.Crossref | GoogleScholarGoogle Scholar |

O’Donnell AJ, Boer MM, McCaw W, Grierson PF (2011) Vegetation and landscape connectivity control wildfire intervals in unmanaged semi-arid shrublands and woodlands in Australia. Journal of Biogeography 38, 112–124.
Vegetation and landscape connectivity control wildfire intervals in unmanaged semi-arid shrublands and woodlands in Australia.Crossref | GoogleScholarGoogle Scholar |

Olaya V (2006) ‘Fundamentos de Análisis Geográfico con SEXTANTE.’ (Universidad de Extremadura: Plasencia, Spain)

Openshaw S, Taylor PJ (1981) The modifiable areal unit problem. In ‘Quantitative Geography: a British View’. (Eds N Wrigley, R Bennett) pp. 60–69. (Routledge and Kegan Paul: London)

Palá V, Pons X (1995) Incorporation of relief into geometric correction based on polynomials. Photogrammetric Engineering and Remote Sensing 7, 935–944.

Peters DPC, Bestelmeyer BT, Turner MG (2007) Cross-scale interactions and changing pattern and process relationships: consequences for system dynamics. Ecosystems 10, 790–796.
Cross-scale interactions and changing pattern and process relationships: consequences for system dynamics.Crossref | GoogleScholarGoogle Scholar |

Riaño D, Chuvieco E, Ustin S, Zomer R, Dennison P, Roberts D, Salas J (2002) Assessment of vegetation regeneration after fire through multitemporal analysis of AVIRIS images in the Santa Monica Mountains. Remote Sensing of Environment 79, 60–71.
Assessment of vegetation regeneration after fire through multitemporal analysis of AVIRIS images in the Santa Monica Mountains.Crossref | GoogleScholarGoogle Scholar |

Riaño D, Chuvieco E, Salas J, Aguado I (2003) Assessment of different topographic corrections in Landsat-TM data for mapping vegetation types. IEEE Transactions on Geoscience and Remote Sensing 41, 1056–1061.
Assessment of different topographic corrections in Landsat-TM data for mapping vegetation types.Crossref | GoogleScholarGoogle Scholar |

Röder A, Duguy B, Alloza JA, Vallejo R, Hill J (2008) Using long time series of Landsat data to monitor fire events and post-fire dynamics and identify driving factors. A case study in the Ayora region (eastern Spain). Remote Sensing of Environment 112, 259–273.
Using long time series of Landsat data to monitor fire events and post-fire dynamics and identify driving factors. A case study in the Ayora region (eastern Spain).Crossref | GoogleScholarGoogle Scholar |

Rollins MG, Keane RE, Parsons RA (2004) Mapping fuels and fire regimes using remote sensing, ecosystem simulation and gradient modelling. Ecological Applications 14, 75–95.
Mapping fuels and fire regimes using remote sensing, ecosystem simulation and gradient modelling.Crossref | GoogleScholarGoogle Scholar |

Rouse JW, Haas RH, Schell JA, Deering DW (1973) Monitoring vegetation systems in the Great Plains with ERTS. Third Earth Resources Technology Satellite (ERTS) Symposium, 10–14 December 1973, Greenbelt, MD. NASA SP-351, Vol. 1, pp. 309–317. (NASA: Washington, DC)

Suárez-Seoane S, Baudry J (2002) Scale dependence of spatial patterns and cartography on the detection of landscape change: relationships with species’ perception. Ecography 25, 499–511.
Scale dependence of spatial patterns and cartography on the detection of landscape change: relationships with species’ perception.Crossref | GoogleScholarGoogle Scholar |

Teillet PM, Guindon B, Goodeonugh DG (1982) On the slope-aspect correction of multispectral scanner data. Canadian Journal of Remote Sensing 8, 84–106.

Turner MG, Romme WH, Gardner RH, Hargrove WW (1997) Effects of fire size and pattern on early succession in Yellowstone National Park. Ecological Monographs 67, 411–433.
Effects of fire size and pattern on early succession in Yellowstone National Park.Crossref | GoogleScholarGoogle Scholar |

Turner MG, Romme WH, Tinker DB (2003) Surprises and lessons from the 1988 Yellowstone fires. Frontiers in Ecology and the Environment 1, 351–358.
Surprises and lessons from the 1988 Yellowstone fires.Crossref | GoogleScholarGoogle Scholar |

Westman WE (1986) Resilience: concepts and measures. In ‘Resilience in Mediterranean-type Ecosystems’. (Eds B Dell, AJM Hopkins, BB Lamont) pp. 5–19. (Dr W Junk Publishers: Dordrecht, the Netherlands)

Whelan RJ (1995) ‘The Ecology of Fire.’ (Cambridge University Press: Cambridge, UK)

Wilson EH, Sader SA (2002) Detection of forest harvest type using multiple dates of Landsat TM imagery. Remote Sensing of Environment 80, 385–396.
Detection of forest harvest type using multiple dates of Landsat TM imagery.Crossref | GoogleScholarGoogle Scholar |

Wilson JP, Gallant JC (2000) ‘Terrain Analysis: Principles and Applications.’ (Wiley: New York)

Wittenberg L, Malkinson D, Beeri O, Halutzy A, Tesler N (2007) Spatial and temporal patterns of vegetation recovery following sequences of forest fires in a Mediterranean landscape, Mt Carmel, Israel. Catena 71, 76–83.
Spatial and temporal patterns of vegetation recovery following sequences of forest fires in a Mediterranean landscape, Mt Carmel, Israel.Crossref | GoogleScholarGoogle Scholar |