Simulation of Thermal Infrared Images from Simulated Fire Scenes
We summarize here the current development of a simulation strategy aiming at creating a 3D virtual fire lab that can model radiative transfer in simulated fire scenes, and render images in the infrared spectrum. While the end objective is to simulate open landscape scale vegetation fires to help imp...
Saved in:
| Published in: | Journal of physics. Conference series Vol. 2885; no. 1; pp. 12074 - 12079 |
|---|---|
| Main Authors: | , , , , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Bristol
IOP Publishing
01.11.2024
|
| Subjects: | |
| ISSN: | 1742-6588, 1742-6596 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | We summarize here the current development of a simulation strategy aiming at creating a 3D virtual fire lab that can model radiative transfer in simulated fire scenes, and render images in the infrared spectrum. While the end objective is to simulate open landscape scale vegetation fires to help improving fire monitoring Earth Observation products, this work presents a validation exercise performed using a small scale fire scene focusing on flame emission. The fire scene is simulated using the Fire Dynamics Simulator (FDS) model to generate 3D distribution of temperature, soot volume fraction, and CO
2
, CO and H
2
O gases molar fractions. It is then passed to the 3D Discrete Anisotropic Radiative Transfer (DART) model to simulate radiative transfer in multiple infrared bands at a spectral resolution of 0.25
μ
m, and render images or intensity spectrum in the infra red spectra that can be compared against direct measurements. |
|---|---|
| AbstractList | We summarize here the current development of a simulation strategy aiming at creating a 3D virtual fire lab that can model radiative transfer in simulated fire scenes, and render images in the infrared spectrum. While the end objective is to simulate open landscape scale vegetation fires to help improving fire monitoring Earth Observation products, this work presents a validation exercise performed using a small scale fire scene focusing on flame emission. The fire scene is simulated using the Fire Dynamics Simulator (FDS) model to generate 3D distribution of temperature, soot volume fraction, and CO
2
, CO and H
2
O gases molar fractions. It is then passed to the 3D Discrete Anisotropic Radiative Transfer (DART) model to simulate radiative transfer in multiple infrared bands at a spectral resolution of 0.25
μ
m, and render images or intensity spectrum in the infra red spectra that can be compared against direct measurements. We summarize here the current development of a simulation strategy aiming at creating a 3D virtual fire lab that can model radiative transfer in simulated fire scenes, and render images in the infrared spectrum. While the end objective is to simulate open landscape scale vegetation fires to help improving fire monitoring Earth Observation products, this work presents a validation exercise performed using a small scale fire scene focusing on flame emission. The fire scene is simulated using the Fire Dynamics Simulator (FDS) model to generate 3D distribution of temperature, soot volume fraction, and CO2, CO and H2O gases molar fractions. It is then passed to the 3D Discrete Anisotropic Radiative Transfer (DART) model to simulate radiative transfer in multiple infrared bands at a spectral resolution of 0.25 μm, and render images or intensity spectrum in the infra red spectra that can be compared against direct measurements. |
| Author | Chavanon, Eric Gastellu-Etchegorry, Jean-Philippe Àgueda, Alba Regaieg, Omar Paugam, Ronan Bordbar, Hadi Lauret, Nicolas Wooster, Martin |
| Author_xml | – sequence: 1 givenname: Ronan surname: Paugam fullname: Paugam, Ronan organization: Universitat Politècnica de Catalunya CERTEC, Barcelona, E08019, Spain – sequence: 2 givenname: Hadi surname: Bordbar fullname: Bordbar, Hadi organization: NERC National Centre for Earth Observation (NCEO) , Kings College London, UK – sequence: 3 givenname: Alba surname: Àgueda fullname: Àgueda, Alba organization: Universitat Politècnica de Catalunya CERTEC, Barcelona, E08019, Spain – sequence: 4 givenname: Omar surname: Regaieg fullname: Regaieg, Omar organization: University of Bonn , Bonn, Germany – sequence: 5 givenname: Eric surname: Chavanon fullname: Chavanon, Eric organization: CESBIO , Université Paul Sabatier, Toulouse, 31400, France – sequence: 6 givenname: Nicolas surname: Lauret fullname: Lauret, Nicolas organization: CESBIO , Université Paul Sabatier, Toulouse, 31400, France – sequence: 7 givenname: Jean-Philippe surname: Gastellu-Etchegorry fullname: Gastellu-Etchegorry, Jean-Philippe organization: CESBIO , Université Paul Sabatier, Toulouse, 31400, France – sequence: 8 givenname: Martin surname: Wooster fullname: Wooster, Martin organization: NERC National Centre for Earth Observation (NCEO) , Kings College London, UK |
| BookMark | eNqFkFtLw0AQhRepYK3-BgO-CTF7SXc3b0qxWikotD4vk71oSpONu-2D_96ElIogOC8zzJxzBr5zNGp8YxG6IviWYCkzInKa8mnBMyrlNCMZJhSL_ASNj5fRcZbyDJ3HuMGYdSXG6G5V1fst7CrfJN4l6w8batgmi8YFCNYkixrebUxc8HVykHbbeRVsstK2sfECnTrYRnt56BP0Nn9Yz57S5cvjYna_TDUr2C41Rhpc8lJYVkKhjTGUgXYGCHc6ZzmQosQgBbe6KEpHmbHCAADnBKRklE3Q9ZDbBv-5t3GnNn4fmu6lYoTljIqpJJ1KDCodfIzBOtWGqobwpQhWPS7Vg1A9FNXjUkQNuDonG5yVb3-i_3fd_OF6fp2tfgtVaxz7BiO_fDo |
| Cites_doi | 10.1016/j.ijheatmasstransfer.2012.03.019 10.5194/acp-10-11707-2010 10.1016/j.firesaf.2019.102847 10.1016/j.rse.2022.112973 10.1007/s10694-017-0657-z 10.1029/2000GB001382 10.1016/j.atmosres.2012.03.007 10.5194/bg-9-527-2012 10.1016/j.rse.2015.02.020 10.1016/j.rse.2005.04.014 10.1029/2007JD008679 10.1016/j.combustflame.2009.06.015 10.5194/essd-15-5227-2023 10.1007/s10694-019-00873-1 10.1029/2009JD012053 10.1071/WF12197 10.1109/JSTARS.2017.2685528 10.1016/j.combustflame.2024.113370 10.1016/j.jqsrt.2020.107229 10.1088/1742-6596/1107/4/042035 |
| ContentType | Journal Article |
| Copyright | Published under licence by IOP Publishing Ltd Published under licence by IOP Publishing Ltd. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| Copyright_xml | – notice: Published under licence by IOP Publishing Ltd – notice: Published under licence by IOP Publishing Ltd. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| DBID | O3W TSCCA AAYXX CITATION 8FD 8FE 8FG ABUWG AFKRA ARAPS AZQEC BENPR BGLVJ CCPQU DWQXO H8D HCIFZ L7M P5Z P62 PHGZM PHGZT PIMPY PKEHL PQEST PQGLB PQQKQ PQUKI PRINS |
| DOI | 10.1088/1742-6596/2885/1/012074 |
| DatabaseName | Institute of Physics Journals Open Access IOPscience (Open Access) CrossRef Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) ProQuest Central UK/Ireland Advanced Technologies & Computer Science Collection ProQuest Central Essentials ProQuest Central Technology collection ProQuest One Community College ProQuest Central Aerospace Database SciTech Premium Collection Advanced Technologies Database with Aerospace AAdvanced Technologies & Aerospace Database (subscription) ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic (New) Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China |
| DatabaseTitle | CrossRef Publicly Available Content Database Advanced Technologies & Aerospace Collection Technology Collection Technology Research Database ProQuest One Academic Middle East (New) ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Technology Collection ProQuest SciTech Collection ProQuest Central China ProQuest Central Advanced Technologies & Aerospace Database ProQuest One Applied & Life Sciences Aerospace Database ProQuest One Academic UKI Edition ProQuest Central Korea ProQuest Central (New) ProQuest One Academic Advanced Technologies Database with Aerospace ProQuest One Academic (New) |
| DatabaseTitleList | CrossRef Publicly Available Content Database |
| Database_xml | – sequence: 1 dbid: O3W name: Institute of Physics Open Access Journal Titles url: http://iopscience.iop.org/ sourceTypes: Enrichment Source Publisher – sequence: 2 dbid: PIMPY name: Publicly Available Content Database url: http://search.proquest.com/publiccontent sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Physics |
| EISSN | 1742-6596 |
| ExternalDocumentID | 10_1088_1742_6596_2885_1_012074 JPCS_2885_1_012074 |
| GroupedDBID | 1JI 29L 2WC 4.4 5B3 5GY 5PX 5VS 7.Q AAJIO AAJKP ABHWH ACAFW ACHIP AEFHF AEJGL AFKRA AFYNE AIYBF AKPSB ALMA_UNASSIGNED_HOLDINGS ARAPS ASPBG ATQHT AVWKF AZFZN BENPR BGLVJ CCPQU CEBXE CJUJL CRLBU CS3 DU5 E3Z EBS EDWGO EQZZN F5P FRP GROUPED_DOAJ GX1 HCIFZ HH5 IJHAN IOP IZVLO J9A KNG KQ8 LAP N5L N9A O3W OK1 P2P PIMPY PJBAE RIN RNS RO9 ROL SY9 T37 TR2 TSCCA UCJ W28 XSB ~02 AAYXX AEINN AFFHD CITATION OVT PHGZM PHGZT PQGLB 8FD 8FE 8FG ABUWG AZQEC DWQXO H8D L7M P62 PKEHL PQEST PQQKQ PQUKI PRINS |
| ID | FETCH-LOGICAL-c393t-dd8d0b6b7e3ba9cddd23acfda16fc434a19b0a876ec99bf23de7daaa661a88323 |
| IEDL.DBID | O3W |
| ISICitedReferencesCount | 0 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001407642900074&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1742-6588 |
| IngestDate | Fri Jul 25 23:25:00 EDT 2025 Sat Nov 29 03:37:01 EST 2025 Thu Dec 05 13:12:05 EST 2024 Thu Dec 05 13:09:21 EST 2024 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Language | English |
| License | Content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c393t-dd8d0b6b7e3ba9cddd23acfda16fc434a19b0a876ec99bf23de7daaa661a88323 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| OpenAccessLink | https://iopscience.iop.org/article/10.1088/1742-6596/2885/1/012074 |
| PQID | 3134327581 |
| PQPubID | 4998668 |
| PageCount | 6 |
| ParticipantIDs | proquest_journals_3134327581 iop_journals_10_1088_1742_6596_2885_1_012074 crossref_primary_10_1088_1742_6596_2885_1_012074 |
| PublicationCentury | 2000 |
| PublicationDate | 20241101 |
| PublicationDateYYYYMMDD | 2024-11-01 |
| PublicationDate_xml | – month: 11 year: 2024 text: 20241101 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Bristol |
| PublicationPlace_xml | – name: Bristol |
| PublicationTitle | Journal of physics. Conference series |
| PublicationTitleAlternate | J. Phys.: Conf. Ser |
| PublicationYear | 2024 |
| Publisher | IOP Publishing |
| Publisher_xml | – sequence: 0 name: IOP Publishing – name: IOP Publishing |
| References | Parent (JPCS_2885_1_012074bib18) 2019; 108 Ichoku (JPCS_2885_1_012074bib4) 2012; 111 Poitou (JPCS_2885_1_012074bib20) 2011 Morandini (JPCS_2885_1_012074bib10) 2019; 55 Perez-Ramirez (JPCS_2885_1_012074bib12) 2017; 53 Gastellu-Etchegorry (JPCS_2885_1_012074bib14) 2017; 10 Mell (JPCS_2885_1_012074bib11) 2009; 156 Chen (JPCS_2885_1_012074bib1) 2023; 15 Johnston (JPCS_2885_1_012074bib13) 2014; 23 Andreae (JPCS_2885_1_012074bib8) 2001; 15 Freeborn (JPCS_2885_1_012074bib9) 2008; 113 Bordbar (JPCS_2885_1_012074bib16) 2020; 254 Gonzi (JPCS_2885_1_012074bib3) 2010; 115 Kaiser (JPCS_2885_1_012074bib7) 2012; 9 Erez (JPCS_2885_1_012074bib15) 2018; 1107 Wooster (JPCS_2885_1_012074bib6) 2005; 110 Yin (JPCS_2885_1_012074bib22) 2015; 162 Smith (JPCS_2885_1_012074bib2) 2005; 97 Rivière (JPCS_2885_1_012074bib21) 2012; 55 Werf (JPCS_2885_1_012074bib5) 2010; 10 McGrattan (JPCS_2885_1_012074bib17) 2013 Wang (JPCS_2885_1_012074bib19) 2022; 274 Ahmed (JPCS_2885_1_012074bib23) 2024; 262 |
| References_xml | – volume: 55 start-page: 3349 year: 2012 ident: JPCS_2885_1_012074bib21 article-title: Updated band model parameters for h 2o, co 2, ch 4 and co radiation at high temperature publication-title: Int J Heat Mass Transfer doi: 10.1016/j.ijheatmasstransfer.2012.03.019 – volume: 10 start-page: 11707 year: 2010 ident: JPCS_2885_1_012074bib5 article-title: Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997-2009) publication-title: Atmos Chem Phys doi: 10.5194/acp-10-11707-2010 – volume: 108 start-page: 102847 year: 2019 ident: JPCS_2885_1_012074bib18 article-title: Spectral radiation emitted by kerosene pool fires publication-title: Fire Saf J doi: 10.1016/j.firesaf.2019.102847 – volume: 274 start-page: 112973 year: 2022 ident: JPCS_2885_1_012074bib19 article-title: Dart-lux: An unbiased and rapid monte carlo radiative transfer method for simulating remote sensing images publication-title: Remote Sens Environ doi: 10.1016/j.rse.2022.112973 – volume: 53 start-page: 1795 year: 2017 ident: JPCS_2885_1_012074bib12 article-title: Examination of wfds in modeling spreading fires in a furniture calorimeter publication-title: Fire Technol doi: 10.1007/s10694-017-0657-z – volume: 110 start-page: 24311 year: 2005 ident: JPCS_2885_1_012074bib6 article-title: Retrieval of biomass combustion rates and totals from fire radiative power observations: Frp derivation and calibration relationships between biomass consumption and fire radiative energy release publication-title: J Geophys Res – volume: 15 start-page: 955 year: 2001 ident: JPCS_2885_1_012074bib8 article-title: Emission of trace gases and aerosols from biomass burning publication-title: Global Biogeochem Cycles doi: 10.1029/2000GB001382 – volume: 111 start-page: 1 year: 2012 ident: JPCS_2885_1_012074bib4 article-title: Satellite contributions to the quantitative characterization of biomass burning for climate modeling publication-title: Atmos Res doi: 10.1016/j.atmosres.2012.03.007 – year: 2013 ident: JPCS_2885_1_012074bib17 – volume: 9 start-page: 527 year: 2012 ident: JPCS_2885_1_012074bib7 article-title: Biomass burning emissions estimated with a global fire assimilation system based on observed fire radiative power publication-title: Biogeosciences doi: 10.5194/bg-9-527-2012 – volume: 162 start-page: 169 year: 2015 ident: JPCS_2885_1_012074bib22 article-title: Simulating images of passive sensors with finite field of view by coupling 3-d radiative transfer model and sensor perspective projection publication-title: Remote Sens Environ doi: 10.1016/j.rse.2015.02.020 – start-page: 133 year: 2011 ident: JPCS_2885_1_012074bib20 article-title: Analysis of radiation modeling for turbulent combustion: Development of a methodology to couple turbulent combustion and radiative heat transfer in les – volume: 97 start-page: 92 year: 2005 ident: JPCS_2885_1_012074bib2 article-title: Testing the potential of multi-spectral remote sensing for retrospectively estimating fire severity in african savannahs publication-title: Remote Sens Environ doi: 10.1016/j.rse.2005.04.014 – volume: 113 start-page: D01301+ year: 2008 ident: JPCS_2885_1_012074bib9 article-title: Relationships between energy release, fuel mass loss, and trace gas an aerosol emissions during laboratory biomass fires publication-title: Journal of Geophysical Research Atmospheres doi: 10.1029/2007JD008679 – volume: 156 start-page: 2023 year: 2009 ident: JPCS_2885_1_012074bib11 article-title: Numerical simulation and experiments of burning douglas fir trees publication-title: Combust Flame doi: 10.1016/j.combustflame.2009.06.015 – volume: 15 start-page: 5227 year: 2023 ident: JPCS_2885_1_012074bib1 article-title: Multi-decadal trends and variability in burned area from the fifth version of the global fire emissions database (gfed5) publication-title: Earth Syst Sci Data doi: 10.5194/essd-15-5227-2023 – volume: 55 start-page: 2443 year: 2019 ident: JPCS_2885_1_012074bib10 article-title: Image-based diagnostic system for the measurement of flame properties and radiation publication-title: Fire Technol doi: 10.1007/s10694-019-00873-1 – volume: 115 start-page: n/a year: 2010 ident: JPCS_2885_1_012074bib3 article-title: Vertical transport of surface fire emissions observed from space publication-title: Journal of Geophysical Research Atmospheres doi: 10.1029/2009JD012053 – volume: 23 start-page: 463 year: 2014 ident: JPCS_2885_1_012074bib13 article-title: Experimental confirmation of the mwir and lwir grey body assumption for vegetation fire flame emissivity publication-title: International Journal of Wildland Fire doi: 10.1071/WF12197 – volume: 10 start-page: 2640 year: 2017 ident: JPCS_2885_1_012074bib14 article-title: Dart: Recent advances in remote sensing data modeling with atmosphere, polarization, and chlorophyll fluorescence publication-title: IEEE J Sel Topics Appl Earth Observ Remote Sens doi: 10.1109/JSTARS.2017.2685528 – volume: 262 start-page: 113370 year: 2024 ident: JPCS_2885_1_012074bib23 article-title: Simulations of flaming combustion and flaming-to-smoldering transition in wildland fire spread at flame scale publication-title: Combust Flame doi: 10.1016/j.combustflame.2024.113370 – volume: 254 start-page: 107229 year: 2020 ident: JPCS_2885_1_012074bib16 article-title: Numerically resolved line by line radiation spectrum of large kerosene pool fires publication-title: J Quant Spectrosc Radiat Transfer doi: 10.1016/j.jqsrt.2020.107229 – volume: 1107 start-page: 042035 year: 2018 ident: JPCS_2885_1_012074bib15 article-title: Flame properties of large kerosene fires publication-title: J Phys Conf Ser doi: 10.1088/1742-6596/1107/4/042035 |
| SSID | ssj0033337 |
| Score | 2.378192 |
| Snippet | We summarize here the current development of a simulation strategy aiming at creating a 3D virtual fire lab that can model radiative transfer in simulated fire... |
| SourceID | proquest crossref iop |
| SourceType | Aggregation Database Index Database Enrichment Source Publisher |
| StartPage | 12074 |
| SubjectTerms | Infrared imagery Infrared spectra Radiative transfer Spectral resolution Thermal simulation Virtual reality |
| SummonAdditionalLinks | – databaseName: AAdvanced Technologies & Aerospace Database (subscription) dbid: P5Z link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3dS8MwEA9uKvjitzidEtBHy9qmH8mTynA4kTGYwvAlpEkKA9fWdfr3e2lTxhD0wb4U0nso-d397pLc5RC6Ni2iNRNgSERGTpAYk9Kwag1EoKmKAul7VaHwczwa0emUje2GW2nTKhtOrIha5dLskfeIZ0ogIbr1bosPx3SNMqertoVGC22aWxJM64Zx-NYwMYEnrgsifQc8LW3yu2DRZ8dY1PMpDXtezxSRxsGad2rN8uIHRVd-Z7D33z_eR7s24sT3tYocoA2dHaLtKvNTlkfobjKb2xZeOE8xqA1Q9TseZunC5Kbj4RwYp8SmDAVbURgdAFPiiTREeYxeBw8v_UfHtlVwJGFk6ShFlZtESaxJIphUSvlEyFQJL0plQALhscQVwJJaMpakPlE6VkII8OSCAgGQE9TO8kyfIhxSiPjS0E1oCsuSgIowlEKFngxdeLusg9xmOnlR357Bq1NvSrlBgBsEuEGAe7xGoINuYNq5taTyb_GrNfGncX-yLsELlXZQt4FoJbrC5-z3z-dox4dQpq5A7KL2cvGpL9CW_FrOysVlpXLfr2XXng priority: 102 providerName: ProQuest |
| Title | Simulation of Thermal Infrared Images from Simulated Fire Scenes |
| URI | https://iopscience.iop.org/article/10.1088/1742-6596/2885/1/012074 https://www.proquest.com/docview/3134327581 |
| Volume | 2885 |
| WOSCitedRecordID | wos001407642900074&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIOP databaseName: Institute of Physics Open Access Journal Titles customDbUrl: eissn: 1742-6596 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0033337 issn: 1742-6588 databaseCode: O3W dateStart: 20040101 isFulltext: true titleUrlDefault: http://iopscience.iop.org/ providerName: IOP Publishing – providerCode: PRVPQU databaseName: AAdvanced Technologies & Aerospace Database (subscription) customDbUrl: eissn: 1742-6596 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0033337 issn: 1742-6588 databaseCode: P5Z dateStart: 20040801 isFulltext: true titleUrlDefault: https://search.proquest.com/hightechjournals providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 1742-6596 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0033337 issn: 1742-6588 databaseCode: BENPR dateStart: 20040801 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: Publicly Available Content Database customDbUrl: eissn: 1742-6596 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0033337 issn: 1742-6588 databaseCode: PIMPY dateStart: 20040801 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1bS8MwFD7oVPDFuzidEtBH69qmaZM3Lzic6CxO8fIS0iQFQbexTX-_J22HDBER7ENbwkkbvibfOaHnSwAO3BbRVigcSFTHXpS5IWVx1hqpyHITRzoMCqHwVdLp8MdHMaWF6Q8q6j_C23Kh4BLCKiGONzGGDr2YibgZcs6aQdPpP5NoFuYoR2-OffqGPkzYmOKRlKJIV4nzSY7Xzw-a8lCz2IpvNF34ntbyf7R6BZaqyJOclDVWYcb21mChyADVo3U47r68VVt5kX5OsPsgZb-Sdi8fuhx10n5D5hkRJ0chlSmWtpAxSVc7wtyA-9b53dmFV22v4Gkq6Ngzhhs_i7PE0kwJbYwJqdK5UUGc64hGKhCZr5AtrRYiy0NqbGKUUujRFUcioJtQ6_V7dgsI4xj55czPeI7Tk4grxrQyLNDMx6sv6uBPIJWDchUNWfz95lw6YKQDRjpgZCBLYOpwiFDKakSNfjffnzK_TM-60xZyYPI6NCZf8suUBk5ci_OmYPtv79yBxRBDnFKZ2IDaePhud2Fef4xfRsM9mDs976S3e0V3xHPKnrEsbV-nT58fZ9kx |
| linkProvider | IOP Publishing |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1bS9xAFD7oquhLL15wW9sO1L4ZNslMkpkHaYvtYuq6LKwFfRonMxNYcC9uVkv_VH-jZ3JBloJ98qF5CUwOIeRcvnMy58sBOHQjoq1Q6EhUxx7LnEtZrFqZYpabmOkwKInCvaTf55eXYrACfxoujGurbGJiGajNVLtv5B0aOAokZrfB59mt56ZGud3VZoRGZRZn9vcvLNmK4_Qb6vdTGHa_X5ycevVUAU9TQReeMdz4WZwllmZKaGNMSJXOjQriXDPKVCAyX2GQsFqILA-psYlRSiGQKY72T_G-q7DGnLG3YG2Qng-umthP8UgqCmboIbbzpqMMy8x6TcSdkPOoE3QcbTVhS3i4OprO_gKFEum6L_-3d_QKXtQ5NflaOcFrWLGTbdgoe1t1sQNfhqNxPaSMTHOCjoFgdEPSST533fckHWNMLYgj2pBaFFe7iAVkqB0U7MLPZ3n8PWhNphO7DyTimNPmkZ_xHAsvxlUUaWWiQEc-nn3RBr9Rn5xV_weR5b4-59JpXDqNS6dxGchK4204QjXLOlYU_xb_uCT-Y3AyXJaQM5O34aAxiUfRR3t48_TlD7B5enHek720f_YWtkJM3Cq-5QG0FvM7-w7W9f1iVMzf1wZP4Pq57ecBqGU6sg |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1bS8MwFD5s3vDFuzivAX209pJekjdFLU5lDqboW0iTFAbuwjb9_Z60nTJERLAvLeWkDV9PvpzQ8-UAnNgS0YZLHEhUxU6Y2SFlcNUaytAwHYcq8Auh8H3SarGXF96uQfqphRkMK-o_w8tyo-ASwiohjrkYQwdOHPHYDRiLXN-1-s8kdIc6r8O83a7EevcDfZ4yMsUjKYWRtiFj0zyvnx82M0vVsSffqLqYf9LV_-r5GqxUESi5KFutQ830N2CxyARV400473R7VUkvMsgJuhFS9ytp9vORzVUnzR4y0JhYWQqpTPFuisxJOsoS5xY8pdePlzdOVWbBUZTTiaM1014WZ4mhmeRKax1QqXIt_ThXIQ2lzzNPImsaxXmWB1SbREspcWaXDAmBbsNcf9A3O0AihhFgHnkZy3GZEjIZRUrqyFeRh2ePN8CbwiqG5W4aovgLzpiw4AgLjrDgCF-U4DTgFOEU1cga_25-PGN-277szFoIRLsB-9Ov-WVKfSuyxfWTv_u3dx7BUvsqFffN1t0eLAcY9ZRixX2Ym4zezAEsqPdJdzw6LLzyAwl42k0 |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Simulation+of+Thermal+Infrared+Images+from+Simulated+Fire+Scenes&rft.jtitle=Journal+of+physics.+Conference+series&rft.au=Paugam%2C+Ronan&rft.au=Bordbar%2C+Hadi&rft.au=%C3%80gueda%2C+Alba&rft.au=Regaieg%2C+Omar&rft.date=2024-11-01&rft.pub=IOP+Publishing&rft.issn=1742-6588&rft.eissn=1742-6596&rft.volume=2885&rft.issue=1&rft_id=info:doi/10.1088%2F1742-6596%2F2885%2F1%2F012074&rft.externalDocID=JPCS_2885_1_012074 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1742-6588&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1742-6588&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1742-6588&client=summon |