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Characterization of the spatio-temporal patterns of global fire activity using satellite imagery for the period April 1992 to March 1993

Aim This paper describes the characteristics of the spatio-temporal distribution of vegetation fires as detected from satellite data for the 12 months April 1992 to March 1993. Location Fires are detected daily at a spatial resolution of 1 km for all land areas of the globe. Methods From the fire lo...

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Published in:Journal of biogeography 2000-01, Vol.27 (1), p.57-69
Main Authors: Dwyer, Edward, Pereira, José M. C., Grégoire, Jean-Marie, DaCamara, Carlos C.
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creator Dwyer, Edward
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Grégoire, Jean-Marie
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description Aim This paper describes the characteristics of the spatio-temporal distribution of vegetation fires as detected from satellite data for the 12 months April 1992 to March 1993. Location Fires are detected daily at a spatial resolution of 1 km for all land areas of the globe. Methods From the fire location information a daily gridded product at 0.5⚬by 0.5⚬has been constructed. Two methods of characterizing the spatio-temporal pattern of vegetation fires are discussed. The first applies empirical orthogonal function analysis to the monthly series of gridded data. The second approach defines and extracts a number of spatial and temporal parameters from the gridded product. The descriptive parameters extracted are used in a cluster analysis in order to group cells with similar characteristics into a small number of classes. Results Using daily global satellite observations, it is possible to characterize the spatial and temporal variability in fire activity. Most of this variability is within the tropical belt, where the majority of fire activity is concentrated, nonetheless fire was also detected in temperate and boreal regions. The period in which fire occurred varied from region to region. Parameterization provided a very synthetic view of this variability facilitating regional intercomparison. Clustering identifies five classes of fire activity, each of which can be associated with particular climatic conditions, vegetation types and land-use. Main conclusions Global monitoring of vegetation fire from satellite is possible. The analysis provides a coherent, consistent and synoptic view of global fire activty with one data set. The type of information extracted can be of use in global atmospheric chemistry modelling and for studying the role of fire in relation to global change issues.
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The descriptive parameters extracted are used in a cluster analysis in order to group cells with similar characteristics into a small number of classes. Results Using daily global satellite observations, it is possible to characterize the spatial and temporal variability in fire activity. Most of this variability is within the tropical belt, where the majority of fire activity is concentrated, nonetheless fire was also detected in temperate and boreal regions. The period in which fire occurred varied from region to region. Parameterization provided a very synthetic view of this variability facilitating regional intercomparison. Clustering identifies five classes of fire activity, each of which can be associated with particular climatic conditions, vegetation types and land-use. Main conclusions Global monitoring of vegetation fire from satellite is possible. The analysis provides a coherent, consistent and synoptic view of global fire activty with one data set. 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C.</creatorcontrib><creatorcontrib>Grégoire, Jean-Marie</creatorcontrib><creatorcontrib>DaCamara, Carlos C.</creatorcontrib><title>Characterization of the spatio-temporal patterns of global fire activity using satellite imagery for the period April 1992 to March 1993</title><title>Journal of biogeography</title><description>Aim This paper describes the characteristics of the spatio-temporal distribution of vegetation fires as detected from satellite data for the 12 months April 1992 to March 1993. Location Fires are detected daily at a spatial resolution of 1 km for all land areas of the globe. Methods From the fire location information a daily gridded product at 0.5⚬by 0.5⚬has been constructed. Two methods of characterizing the spatio-temporal pattern of vegetation fires are discussed. The first applies empirical orthogonal function analysis to the monthly series of gridded data. The second approach defines and extracts a number of spatial and temporal parameters from the gridded product. The descriptive parameters extracted are used in a cluster analysis in order to group cells with similar characteristics into a small number of classes. Results Using daily global satellite observations, it is possible to characterize the spatial and temporal variability in fire activity. Most of this variability is within the tropical belt, where the majority of fire activity is concentrated, nonetheless fire was also detected in temperate and boreal regions. The period in which fire occurred varied from region to region. Parameterization provided a very synthetic view of this variability facilitating regional intercomparison. Clustering identifies five classes of fire activity, each of which can be associated with particular climatic conditions, vegetation types and land-use. Main conclusions Global monitoring of vegetation fire from satellite is possible. The analysis provides a coherent, consistent and synoptic view of global fire activty with one data set. The type of information extracted can be of use in global atmospheric chemistry modelling and for studying the role of fire in relation to global change issues.</description><subject>Animal, plant and microbial ecology</subject><subject>Biological and medical sciences</subject><subject>Datasets</subject><subject>empirical orthogonal functions</subject><subject>Fire ecology</subject><subject>Fire in Space and Time</subject><subject>Forest and land fires</subject><subject>Forest fires</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General aspects. Techniques</subject><subject>global fire patterns</subject><subject>Grassland fires</subject><subject>Phytopathology. Animal pests. Plant and forest protection</subject><subject>Pixels</subject><subject>Remote sensing</subject><subject>remote sensing of fire</subject><subject>Teledetection and vegetation maps</subject><subject>Temperate regions</subject><subject>Tropical regions</subject><subject>Vegetation</subject><subject>Vegetation fire</subject><subject>Weather damages. 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Two methods of characterizing the spatio-temporal pattern of vegetation fires are discussed. The first applies empirical orthogonal function analysis to the monthly series of gridded data. The second approach defines and extracts a number of spatial and temporal parameters from the gridded product. The descriptive parameters extracted are used in a cluster analysis in order to group cells with similar characteristics into a small number of classes. Results Using daily global satellite observations, it is possible to characterize the spatial and temporal variability in fire activity. Most of this variability is within the tropical belt, where the majority of fire activity is concentrated, nonetheless fire was also detected in temperate and boreal regions. The period in which fire occurred varied from region to region. Parameterization provided a very synthetic view of this variability facilitating regional intercomparison. 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subjects Animal, plant and microbial ecology
Biological and medical sciences
Datasets
empirical orthogonal functions
Fire ecology
Fire in Space and Time
Forest and land fires
Forest fires
Fundamental and applied biological sciences. Psychology
General aspects. Techniques
global fire patterns
Grassland fires
Phytopathology. Animal pests. Plant and forest protection
Pixels
Remote sensing
remote sensing of fire
Teledetection and vegetation maps
Temperate regions
Tropical regions
Vegetation
Vegetation fire
Weather damages. Fires
Wildfire seasons
title Characterization of the spatio-temporal patterns of global fire activity using satellite imagery for the period April 1992 to March 1993
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