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REMOTE SENSING TOOLS FOR 
FOREST FIRE PREVENTION AND ASSESSMENT 
Emilio Chuvieco, Javier Salas and David Riafio 
Department of Geography 
University of Alcalá de Henares 
Colegios, 2 - 28801 Alcalá de Henares (Spain) 
KEY WORDS: Forest Fires, Fuel Moisture Content, Fire Detection, Burned area mapping. 
ABSTRACT: 
Forest fires are a major environmental concern in Tropical and Mediterranean countries, since they are the 
main factor of vegetation degradation. Satellite remote sensing data could play a crucial role in improving 
current tools of fire risk estimation and fire effects assessment, since satellite images provide frequent 
coverage at proper resolution to monitor vegetation status. Real-time monitoring of fuel moisture content 
and burned land maps are examples of products closely connected to fire management planning. Future 
systems designed for operational fire detection might greatly improve current alarm systems. This paper 
explores present applications and future requirements of remote sensing systems for forest fire studies, with 
special emphasis in the needs of European Mediterranean countries. 
1. INTRODUCTION 
Remote sensing from space offers several 
opportunities for forest fire research. The wide 
area and frequent coverage provided by satellite 
sensors make them a very valuable tool for 
prevention, detection and mapping of wildland 
fires (Chuvieco and Martin, 1994). Remote 
Sensing contributions may be classified into four 
types of applications, related to the temporal scale 
that is being emphasised (Chuvieco and Cocero, 
1996): short-term fire danger estimation, long- 
term fire risk assessment (both are related to pre- 
fire management), fire detection (during the fire), 
and fire effects assessment (post-fire). The most 
recent research issues related to these three 
phases of fire management are reviewed in this 
paper. 
2. THE ESTIMATION OF FUEL 
MOISTURE CONTENT 
Current methods of fire danger estimation rely 
upon the estimation of fuel moisture content 
(FMC) from meteorological variables (Viegas et 
al., 1994). Most meteorological danger indices are 
assumed related to the moisture content of dead 
fuels, but this relationship has not been 
extensively proven by field data, since only the 
Canadian system (Van Wagner, 1987) is based on 
actual FMC measurements. On the other hand, 
litlle attention has been paid to the estimation of 
FMC of live fuels, which are also quite critical in 
fire's rate of spread. Furthermore, even accepting 
a good agreement between meteo-indices and 
FMC status, meteorological variables are only 
available for specific observation points, which 
may not be properly located for fire applications. 
Most commonly, weather stations are located 
close to urban areas, sometimes far from forested 
areas and, therefore, interpolation-extrapolation 
algorithms need to be applied to infer danger 
conditions of fire-prone areas. The performance 
of those algorithms may be poor, because of 
topographic variability or the influence of local 
conditions (Hubbard, 1994). 
Satellite data might be a complementary source of 
information to improve current fire danger 
indices, avoiding some limitations of current 
meteo-indices. Satellite-borne sensors offer a 
systematic spatial sampling and are directly 
related to vegetation status. However, the 
relations between satellite detected radiances and 
FMC need to be proven. Considering that dead 
fuels are on the floor, they will not be directly 
sensed by satellites if located in a densely 
vegetated area. Therefore, satellite observation is 
mostly reduced to live fuels located at the canopy 
layer. On the other hand, moisture content is a 
particularly difficult parameter to estimate from. 
reflectance measurements, as it accounts for little 
Intemational Archives of Photogrammetry and Remote Sensing. Vol. XXXII, Part 7, Budapest, 1998 639 
 
	        
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