Free Standard AU & NZ Shipping For All Book Orders Over $80!
Register      Login
International Journal of Wildland Fire International Journal of Wildland Fire Society
Journal of the International Association of Wildland Fire
RESEARCH ARTICLE

Estimating radiated flux density from wildland fires using the raw output of limited bandpass detectors

Robert L. Kremens A C and Matthew B. Dickinson B
+ Author Affiliations
- Author Affiliations

A Rochester Institute of Technology, Chester F. Carlson Center for Imaging Science, 54 Lomb Memorial Drive, Rochester, NY 14623, USA.

B USDA Forest Service, Northern Research Station, 359 Main Road, Delaware, OH 43015, USA.

C Corresponding author. Email: kremens@cis.rit.edu

International Journal of Wildland Fire 24(4) 461-469 https://doi.org/10.1071/WF14036
Submitted: 19 March 2014  Accepted: 6 December 2014   Published: 27 February 2015

Abstract

We have simulated the radiant emission spectra from wildland fires such as would be observed at a scale encompassing the pre-frontal fuel bed, the flaming front and the zone of post-frontal combustion and cooling. For these simulations, we developed a ‘mixed-pixel’ model where the fire infrared spectrum is estimated as the linear superposition of spectra of many (n ~ 30) greybody emitters of randomly selected areal fraction, emissivity and temperature. Our model neglects contributions from atomic and molecular line emission from combustion gasses. The purpose of these simulations was to allow unambiguous use of limited bandwidth detectors to estimate the total power emitted from a wildland fire. From the simulations we observed a well-defined relationship between ground-leaving radiance (W m–2 sr–1) and limited bandpass sensor-reaching radiance for many different detector spectral responses. Error in the relationship is least when the detector sampled in the mid-wave portion of the infrared spectrum (~3–5 μm) where flaming combustion emits most strongly. We validate our approach to estimating total power using data from experimental burns. The ability to estimate total power from limited bandpass measurements has great utility in the observation of wildland fires from ground-based instruments and aircraft and satellite platforms.

Additional keywords: infrared detection, radiated energy.


References

Àgueda A, Pastor E, Perez Y, Planas E (2010) Experimental study of the emissivity of flames resulting from the combustion of forest fuels. International Journal of Thermal Sciences 49, 543–554.
Experimental study of the emissivity of flames resulting from the combustion of forest fuels.Crossref | GoogleScholarGoogle Scholar |

Bova AS, Dickinson MB (2008) Beyond ‘fire temperatures’: calibrating thermocouple probes and modeling their response to surface fires in hardwood fuels. Canadian Journal of Forest Research 38, 1008–1020.
Beyond ‘fire temperatures’: calibrating thermocouple probes and modeling their response to surface fires in hardwood fuels.Crossref | GoogleScholarGoogle Scholar |

Butler BW, Cohen J, Latham DJ, Schuette RD, Sopko P, Shannon KS (2004) Measurements of radiant emissive power and temperatures in crown fires. Canadian Journal of Forest Research 34, 1577–1587.
Measurements of radiant emissive power and temperatures in crown fires.Crossref | GoogleScholarGoogle Scholar |

Daniels A (2007) ‘Field Guide to Infrared Systems’. (SPIE Publishing: Bellingham, WA)

Dickinson MB, Ellison L, Hudak A, Ichoku C, Kremens RL, Loudermilk L, O’Brien J, Paxton A, Schroeder W, Zajkowski T, Holley W, Hornsby B, Martinez O, Mauseri J, Peterson D (2014) Comparing ground, airborne, and satellite measurements of fire radiative power – developing methods and datasets for cross-scale validation. International Journal of Wildland Fire

Frankman D, Webb BW, Butler BW (2008) Influence of absorption by environmental water vapor on radiation transfer in wildland fires. Combustion Science and Technology 180, 509–518.
Influence of absorption by environmental water vapor on radiation transfer in wildland fires.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1cXps1Slsg%3D%3D&md5=854ca04f38550ddb2371e77d9eeeb123CAS |

Freeborn PH, Wooster MJ, Hao WM, Ryan CA, Nordgren BL, Baker SP, Ichoku C (2008) Relationshiops between energy release, fuel mass loss, and trace gas and aerosol emissions during laboratory biomass fires. Journal of Geophysical Research 113, D01301
Relationshiops between energy release, fuel mass loss, and trace gas and aerosol emissions during laboratory biomass fires.Crossref | GoogleScholarGoogle Scholar |

Johnston JM, Wooster MJ, Lynham TJ (2014) Experimental confirmation of the MWIR and LWIR grey body assumption for vegetation fire flame emissivity. International Journal of Wildland Fire 23, 463–479.
Experimental confirmation of the MWIR and LWIR grey body assumption for vegetation fire flame emissivity.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2cXhtVentb3N&md5=053e5a1897b25fc8644e29117544190bCAS |

Kremens R, Faulring J, Hardy C (2003) Measurement of the time–temperature and emissivity history of the burn scar for remote sensing applications. In ‘5th Symposium on Fire and Forest Meteorology and the 2nd International Wildland Fire Ecology and Fire Management Congress’, 16–20 November 2003, Orlando, FL. Paper J1G.5. (American Meteorological Society: Boston, MA)

Kremens RL, Smith AM, Dickinson MB (2010) Fire metrology: current and future directions in physics-based measurements. Fire Ecology 6, 13–25.
Fire metrology: current and future directions in physics-based measurements.Crossref | GoogleScholarGoogle Scholar |

Kremens RL, Dickinson MB, Bova AS (2012) Radiant flux density, energy density, and fuel consumption in mixed-oak forest surface fires. International Journal of Wildland Fire
Radiant flux density, energy density, and fuel consumption in mixed-oak forest surface fires.Crossref | GoogleScholarGoogle Scholar | (In press)

Martin RE, Cushwa CT, Miller RL (1969) Fire as a physical factor in wildland management. In ‘Proceedings Annual [9th] Tall Timbers Fire Ecology Conference’.10–11 April 1969, Tallahassee, FL. pp. 271–288. (Tall Timbers Research Station: Tallahassee, FL)

Ononye A, Vodacek A, Li Y, Wang Z (2005) Mapping of active fire area by image gradient technique using multi-spectral imagery. In ‘Remote Sensing for Field Users. Proceedings of the 10th Biennial USDA Forest Service Remote Sensing Applications Conference’, April 5–9 2004, Salt Lake City, UT’. [unpaginated] (American Society for Photogrammetry and Remote Sensing: Bethesda, MD) CD-ROM, ISBN 1–57083–075–4.

Palmer JM, Grant BG (2010) ‘The Art of Radiometry’. (SPIE Press: Bellingham, WA)

Riggan PJ, Tissell RG, Lockwood RN, Brass JA, Pereira JAR, Miranda HS, Miranda AC, Campos T, Higgins R (2004) Remote measurement of energy and carbon flux from wildfires in Brazil. Ecological Applications 14, 855–872.
Remote measurement of energy and carbon flux from wildfires in Brazil.Crossref | GoogleScholarGoogle Scholar |

Schott JR (1997) ‘Remote Sensing, the Image Chain Approach’. (Oxford University Press: New York)

Sullivan AL, Ellis PF, Knight IK (2003) A review of radiant heat flux models used in bushfire applications. International Journal of Wildland Fire 12, 101–110.
A review of radiant heat flux models used in bushfire applications.Crossref | GoogleScholarGoogle Scholar |

Wooster MJ, Zhukov B, Oertel D (2003) Fire radiative energy for quantitative study of biomass burning: derivation derived from the BIRD experimental satellite and comparison to MODIS fire products. Remote Sensing of Environment 86, 83–107.
Fire radiative energy for quantitative study of biomass burning: derivation derived from the BIRD experimental satellite and comparison to MODIS fire products.Crossref | GoogleScholarGoogle Scholar |