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

Integration of AWiFS and MODIS active fire data for burn mapping at regional level using the Burned Area Synergic Algorithm (BASA)

Federico González-Alonso A and Silvia Merino-de-Miguel B C
+ Author Affiliations
- Author Affiliations

A Remote Sensing Laboratory, Centro de Investigación Forestal – Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (CIFOR-INIA), Ctra. A Coruña, km 7.5, E-28040 Madrid, Spain.

B Escuela Universitaria de Ingeniería Técnica Forestal (EUIT Forestal), Universidad Politécnica de Madrid, Ciudad Universitaria, s/n, E-28040 Madrid, Spain.

C Corresponding author. Email: silvia.merino@upm.es

International Journal of Wildland Fire 18(4) 404-414 https://doi.org/10.1071/WF07081
Submitted: 18 June 2007  Accepted: 21 May 2008   Published: 29 June 2009

Abstract

The present paper presents an algorithm that synergistically combines data from four different parts of the spectrum (near-, shortwave, middle- and thermal infrared) to produce a reliable burned-area map. It is based on the use of a modified version of the BAIM (MODIS – Moderate Resolution Imaging Spectrometer – Burned Area Index) together with active fire information. The following study focusses in particular on an image from the AWiFS (Advanced Wide Field Sensor) sensor dated 21 August 2006 and MODIS active fires detected during the first 20 days of August as well as ancillary maps and information. The methodology was tested in Galicia (north-west Spain) where hundreds of forest fires occurred during the first 20 days of August 2006. Burned area data collected from the present work was compared with official fire statistics from both the Spanish Ministry of the Environment and the Galician Forestry Service. The speed, accuracy and cost-effectiveness of this method suggest that it would be of great interest for use at both regional and national levels.

Additional keywords: BAIM, forest fires, Mediterranean basin, remote sensing.


Acknowledgements

The authors would like to thank the Spanish National Geographic Institute (IGN) for helping us in the use of the CORINE Land Cover 2000 product and the NASA Land Processes Distributed Active Archive Center (LP DAAC) for supplying Terra/Aqua MODIS active fire products. The anonymous reviewers are also thanked for their comments.


References


Al-Rawi KR, Casanova JL , Romo A (2001) IFEMS: a new approach for monitoring wildfire evolution with NOAA-AVHRR imagery. International Journal of Remote Sensing  22, 2033–2042.
Crossref | GoogleScholarGoogle Scholar | Chuvieco E (1999) Introduction. In ‘Remote Sensing of Large Wildfires in the European Mediterranean Basin’. (Ed. E Chuvieco) pp. 1–3. (Springer: Berlin)

Chuvieco E, Martín MP , Palacios A (2002) Assessment of different spectral indices in the red–near-infrared spectral domain for burned land discrimination. International Journal of Remote Sensing  23, 5103–5110.
Crossref | GoogleScholarGoogle Scholar | Houghton JT, Meira Filho LG, Bruce J, Lee H, Callander BA, Haites E, Harris N, Maskell K (1995) ‘Climate Change 1994: Radiative Forcing of Climate Change.’ (Cambridge University Press: Cambridge, UK)

Justice CO, Kendall JD, Dowty PR , Scholes RJ (1996) Satellite remote sensing of fires during the SAFARI campaign using NOAA Advanced Very High Resolution Radiometer data. Journal of Geophysical Research  101, 23 851–23 863.
Crossref | GoogleScholarGoogle Scholar | Key CH (1999) The Normalized Burn Ratio (NBR): a Landsat TM Radiometric measure of burn severity. United States Geological Survey, Northern Rocky Mountain Science Center. (Bozeman, MT)

Koustias N, Karteris M, Fernández-Palacios A, Navarro C, Jurado J, Navarro R, Lobo A (1999) Burnt land mapping at local scale. In ‘Remote Sensing of Large Wildfires in the European Mediterranean Basin’. (Ed. E Chuvieco) pp. 157–187. (Springer: Berlin)

Lentile LB, Holden ZA, Smith AMS, Falkowski MJ, Hudak AT, Morgan P, Lewis SA, Gessler PE , Benson NC (2006) Remote sensing techniques to assess active fire characteristics and post-fire effects. International Journal of Wildland Fire  15, 319–345.
Crossref | GoogleScholarGoogle Scholar | Martín MP, Gómez I, Chuvieco E (2005) Performance of a burned-area index (BAIM) for mapping Mediterranean burned scars from MODIS data. In ‘Proceedings of the 5th International Workshop on Remote Sensing and GIS applications to Forest Fire Management: Fire Effects Assessment’, 16–18 June 2005, Zaragoza, Spain. (Eds J de la Riva, F Pérez-Cabello, E Chuvieco) pp. 193–197. (Universidad de Zaragoza: Zaragoza)

Martín MP, Gómez I , Chuvieco E (2006) Burnt Area Index (BAIM) for burned area discrimination at regional scale using MODIS data. Forest Ecology and Management  234(Suppl.), S221.
Crossref | GoogleScholarGoogle Scholar | Ministerio de Medio Ambiente (2005) ‘Tercer Inventario Forestal Nacional.’ (Ministerio de Medio Ambiente: Madrid, Spain)

Ministerio de Medio Ambiente (2006) Incendios forestales en España 2006. Avance Informativo. (Ministerio de Medio Ambiente y Medio Rural y Marino: Madrid, Spain) Available at http://www.mma.es/portal/secciones/biodiversidad/defensa_incendios/ [Verified 18 March 2009]

Mitri GH , Gitas IZ (2006) Fire type mapping using object-based classification of Ikonos imagery. International Journal of Wildland Fire  15, 457–462.
Crossref | GoogleScholarGoogle Scholar | NASA, University of Maryland (2002) MODIS Hotspot/Active Fire Detections. Data set. MODIS Rapid Response Project. (University of Maryland: College Park, MD) Available at http://maps.geog.umd.edu [Verified 18 March 2009]

Pereira JMC, Chuvieco E, Beaudoin A, Desbois N (1997). Remote sensing of burned areas: a review. In ‘A Review of Remote Sensing Methods for the Study of Large Wildland Fires’. (Ed. E Chuvieco) pp. 127–184. (Universidad de Alcalá: Alcalá de Henares)

Pereira JMC, Sa ACL, Sousa AMO, Martín MP, Chuvieco E (1999) Regional-scale burnt area mapping in Southern Europe using NOAA-AVHRR 1-km data. In ‘Remote Sensing of Large Wildfires in the European Mediterranean Basin’. (Ed. E Chuvieco) pp. 139–155. (Springer: Berlin)

Prins EM , Menzel WP (1994) Trends in South American burning detected with the GOES VAS from 1983–1991. Journal of Geophysical Research  99(D8), 16719–16735.
Crossref | GoogleScholarGoogle Scholar | Xunta de Galicia (2007) Superficies quemadas en 2006. (Xunta de Galicia: Galicia, Spain) http://mediorural.xunta.es/ [Verified 18 March 2009]