Weather Research and Forecasting—Fire Simulated Burned Area and Propagation Direction Sensitivity to Initiation Point Location and Time

Wildland fire behavior models are often initiated using the detection information listed in incident reports. This information carries an unknown amount of uncertainty, though it is often the most readily available ignition data. To determine the extent to which the use of detection information affe...

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Main Authors: Amy DeCastro, Amanda Siems-Anderson, Ebone Smith, Jason C. Knievel, Branko Kosović, Barbara G. Brown, Jennifer K. Balch
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Fire
Subjects:
Online Access:https://www.mdpi.com/2571-6255/5/3/58
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author Amy DeCastro
Amanda Siems-Anderson
Ebone Smith
Jason C. Knievel
Branko Kosović
Barbara G. Brown
Jennifer K. Balch
author_facet Amy DeCastro
Amanda Siems-Anderson
Ebone Smith
Jason C. Knievel
Branko Kosović
Barbara G. Brown
Jennifer K. Balch
author_sort Amy DeCastro
collection DOAJ
description Wildland fire behavior models are often initiated using the detection information listed in incident reports. This information carries an unknown amount of uncertainty, though it is often the most readily available ignition data. To determine the extent to which the use of detection information affects wildland fire forecasts, this research examines the range of burned area values and propagation directions resulting from different initiation point locations and times. We examined the forecasts for ten Colorado 2018 wildland fire case studies, each initiated from a set of 17 different point locations, and three different starting times (a total of 520 case study simulations). The results show that the range of forecast burned area and propagation direction values is strongly affected by the location of the initiation location, and to a lesser degree by the time of initiation.
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spelling doaj.art-e5583712ab0c40d68696d0b20acdf9502023-11-23T16:35:31ZengMDPI AGFire2571-62552022-04-01535810.3390/fire5030058Weather Research and Forecasting—Fire Simulated Burned Area and Propagation Direction Sensitivity to Initiation Point Location and TimeAmy DeCastro0Amanda Siems-Anderson1Ebone Smith2Jason C. Knievel3Branko Kosović4Barbara G. Brown5Jennifer K. Balch6National Center for Atmospheric Research, Research Applications Laboratory, Boulder, CO 80305, USANational Center for Atmospheric Research, Research Applications Laboratory, Boulder, CO 80305, USAVirginia Tech, Blacksburg, VA 24061, USANational Center for Atmospheric Research, Research Applications Laboratory, Boulder, CO 80305, USANational Center for Atmospheric Research, Research Applications Laboratory, Boulder, CO 80305, USANational Center for Atmospheric Research, Research Applications Laboratory, Boulder, CO 80305, USAEarth Lab, University of Colorado Boulder, Boulder, CO 80303, USAWildland fire behavior models are often initiated using the detection information listed in incident reports. This information carries an unknown amount of uncertainty, though it is often the most readily available ignition data. To determine the extent to which the use of detection information affects wildland fire forecasts, this research examines the range of burned area values and propagation directions resulting from different initiation point locations and times. We examined the forecasts for ten Colorado 2018 wildland fire case studies, each initiated from a set of 17 different point locations, and three different starting times (a total of 520 case study simulations). The results show that the range of forecast burned area and propagation direction values is strongly affected by the location of the initiation location, and to a lesser degree by the time of initiation.https://www.mdpi.com/2571-6255/5/3/58wildland fire detectionwildland fire behavior modelignition pointsensitivity study
spellingShingle Amy DeCastro
Amanda Siems-Anderson
Ebone Smith
Jason C. Knievel
Branko Kosović
Barbara G. Brown
Jennifer K. Balch
Weather Research and Forecasting—Fire Simulated Burned Area and Propagation Direction Sensitivity to Initiation Point Location and Time
Fire
wildland fire detection
wildland fire behavior model
ignition point
sensitivity study
title Weather Research and Forecasting—Fire Simulated Burned Area and Propagation Direction Sensitivity to Initiation Point Location and Time
title_full Weather Research and Forecasting—Fire Simulated Burned Area and Propagation Direction Sensitivity to Initiation Point Location and Time
title_fullStr Weather Research and Forecasting—Fire Simulated Burned Area and Propagation Direction Sensitivity to Initiation Point Location and Time
title_full_unstemmed Weather Research and Forecasting—Fire Simulated Burned Area and Propagation Direction Sensitivity to Initiation Point Location and Time
title_short Weather Research and Forecasting—Fire Simulated Burned Area and Propagation Direction Sensitivity to Initiation Point Location and Time
title_sort weather research and forecasting fire simulated burned area and propagation direction sensitivity to initiation point location and time
topic wildland fire detection
wildland fire behavior model
ignition point
sensitivity study
url https://www.mdpi.com/2571-6255/5/3/58
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