Fire danger rating over Mediterranean Europe based on fire radiative power derived from Meteosat
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Published:2018-02-19
Issue:2
Volume:18
Page:515-529
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ISSN:1684-9981
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Container-title:Natural Hazards and Earth System Sciences
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language:en
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Short-container-title:Nat. Hazards Earth Syst. Sci.
Author:
Pinto Miguel M.ORCID, DaCamara Carlos C.ORCID, Trigo Isabel F.ORCID, Trigo Ricardo M., Turkman K. Feridun
Abstract
Abstract. We present a procedure that allows the operational generation of daily
forecasts of fire danger over Mediterranean Europe. The procedure combines
historical information about radiative energy released by fire events with
daily meteorological forecasts, as provided by the Satellite Application
Facility for Land Surface Analysis (LSA SAF) and the European Centre for
Medium-Range Weather Forecasts (ECMWF). Fire danger is estimated based on
daily probabilities of exceedance of daily energy released by fires occurring
at the pixel level. Daily probability considers meteorological factors by
means of the Canadian Fire Weather Index (FWI) and is estimated using a daily
model based on a generalized Pareto distribution. Five classes of fire danger
are then associated with daily probability estimated by the daily model. The
model is calibrated using 13 years of data (2004–2016) and validated
against the period of January–September 2017. Results obtained show that
about 72 % of events releasing daily energy above 10 000 GJ belong to the
“extreme” class of fire danger, a considerably high fraction that is more
than 1.5 times the values obtained when using the currently
operational Fire Danger Forecast module of the European Forest Fire
Information System (EFFIS) or the Fire Risk Map (FRM) product disseminated by
the LSA SAF. Besides assisting in wildfire management, the procedure is
expected to help in decision making on prescribed burning within the
framework of agricultural and forest management practices.
Publisher
Copernicus GmbH
Subject
General Earth and Planetary Sciences
Reference48 articles.
1. Amraoui, M., Liberato M. L. R., Calado, T. J., DaCamara, C. C.,
Pinto-Coelho, L., Trigo, R. M., and Gouveia, C. M.: Fire activity over
Mediterranean Europe based on information from Meteosat-8, Forest Ecol.
Manag., 294, 62–75, https://doi.org/10.1016/j.foreco.2012.08.032, 2013. 2. Amraoui, M., Pereira, M. G., DaCamara, C. C., and Calado, T. J.: Atmospheric
conditions associated with extreme fire activity in the Western
Mediterranean region, Sci. Total Environ., 524–525, 32–39, https://doi.org/10.1016/j.scitotenv.2015.04.032, 2015. 3. Anderson, K. and P. Englefield.: Quantile characteristics of forest fires
in Saskatchewan, Proceedings of the 4th Symposium on Fire and Forest
Meteorology, Reno, Nevada, USA, 13–15 November 2001. 4. Andrews, P. L., Loftsgaarden, D. O., and Bradshaw, L. S.: Evaluation of fire
danger indexes using logistic regression and percentile analysis, Int. J.
Wildland Fire, 12, 213–226, https://doi.org/10.1071/WF02059, 2003. 5. Arino, O. and Melinotte, J. M.: Fire Index Atlas, Earth Observation
Quarterly, 50, 11–16, 1995.
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