Orthorectification of Helicopter-Borne High Resolution Experimental Burn Observation from Infra Red Handheld Imagers
To pursue the development and validation of coupled fire-atmosphere models, the wildland fire modeling community needs validation data sets with scenarios where fire-induced winds influence fire front behavior, and with high temporal and spatial resolution. Helicopter-borne infrared thermal cameras...
Uloženo v:
| Vydáno v: | Remote sensing (Basel, Switzerland) Ročník 13; číslo 23; s. 4913 |
|---|---|
| Hlavní autoři: | , , , , , , , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Basel
MDPI AG
01.12.2021
MDPI |
| Témata: | |
| ISSN: | 2072-4292, 2072-4292 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | To pursue the development and validation of coupled fire-atmosphere models, the wildland fire modeling community needs validation data sets with scenarios where fire-induced winds influence fire front behavior, and with high temporal and spatial resolution. Helicopter-borne infrared thermal cameras have the potential to monitor landscape-scale wildland fires at a high resolution during experimental burns. To extract valuable information from those observations, three-step image processing is required: (a) Orthorectification to warp raw images on a fixed coordinate system grid, (b) segmentation to delineate the fire front location out of the orthorectified images, and (c) computation of fire behavior metrics such as the rate of spread from the time-evolving fire front location. This work is dedicated to the first orthorectification step, and presents a series of algorithms that are designed to process handheld helicopter-borne thermal images collected during savannah experimental burns. The novelty in the approach lies on its recursive design, which does not require the presence of fixed ground control points, hence relaxing the constraint on field of view coverage and helping the acquisition of high-frequency observations. For four burns ranging from four to eight hectares, long-wave and mid infra red images were collected at 1 and 3 Hz, respectively, and orthorectified at a high spatial resolution (<1 m) with an absolute accuracy estimated to be lower than 4 m. Subsequent computation of fire radiative power is discussed with comparison to concurrent space-borne measurements. |
|---|---|
| AbstractList | To pursue the development and validation of coupled fire-atmosphere models, the wildland fire modeling community needs validation data sets with scenarios where fire-induced winds influence fire front behavior, and with high temporal and spatial resolution. Helicopter-borne infrared thermal cameras have the potential to monitor landscape-scale wildland fires at a high resolution during experimental burns. To extract valuable information from those observations, three-step image processing is required: (a) Orthorectification to warp raw images on a fixed coordinate system grid, (b) segmentation to delineate the fire front location out of the orthorectified images, and (c) computation of fire behavior metrics such as the rate of spread from the time-evolving fire front location. This work is dedicated to the first orthorectification step, and presents a series of algorithms that are designed to process handheld helicopter-borne thermal images collected during savannah experimental burns. The novelty in the approach lies on its recursive design, which does not require the presence of fixed ground control points, hence relaxing the constraint on field of view coverage and helping the acquisition of high-frequency observations. For four burns ranging from four to eight hectares, long-wave and mid infra red images were collected at 1 and 3 Hz, respectively, and orthorectified at a high spatial resolution (<1 m) with an absolute accuracy estimated to be lower than 4 m. Subsequent computation of fire radiative power is discussed with comparison to concurrent space-borne measurements. |
| Author | Mell, William E. Rochoux, Mélanie C. Frauenberger, Olaf Schroeder, Wilfrid Filippi, Jean-Baptiste Rücker, Gernot Paugam, Ronan Govender, Navashni Wooster, Martin J. Lorenz, Eckehard Main, Bruce |
| Author_xml | – sequence: 1 givenname: Ronan surname: Paugam fullname: Paugam, Ronan – sequence: 2 givenname: Martin J. orcidid: 0000-0001-6375-7949 surname: Wooster fullname: Wooster, Martin J. – sequence: 3 givenname: William E. orcidid: 0000-0001-6461-5061 surname: Mell fullname: Mell, William E. – sequence: 4 givenname: Mélanie C. orcidid: 0000-0001-7698-2213 surname: Rochoux fullname: Rochoux, Mélanie C. – sequence: 5 givenname: Jean-Baptiste orcidid: 0000-0002-6244-0648 surname: Filippi fullname: Filippi, Jean-Baptiste – sequence: 6 givenname: Gernot orcidid: 0000-0001-5995-8895 surname: Rücker fullname: Rücker, Gernot – sequence: 7 givenname: Olaf orcidid: 0000-0001-5836-8578 surname: Frauenberger fullname: Frauenberger, Olaf – sequence: 8 givenname: Eckehard surname: Lorenz fullname: Lorenz, Eckehard – sequence: 9 givenname: Wilfrid surname: Schroeder fullname: Schroeder, Wilfrid – sequence: 10 givenname: Bruce surname: Main fullname: Main, Bruce – sequence: 11 givenname: Navashni surname: Govender fullname: Govender, Navashni |
| BackLink | https://hal.science/hal-03473262$$DView record in HAL |
| BookMark | eNptkd9rFDEQxxepYK198S9Y8EWFrfm1yeaxLdU7ODgQfV5ms5O7HLnNmeRK_e9Nb0VrcV5m-PKZL8N8X1dnU5iwqt5ScsW5Jp9iopxxoSl_UZ0zolgjmGZnT-ZX1WVKO1KKc6qJOK_yOuZtiGiys85AdmGqg60X6J0Jh4yxuQlxwnrhNtv6K6bgjyfm7uGA0e1xyuDrm2Oc6vWQMN7PDjaGfb2cbISyM9YLmMYt-rFe7mGDMb2pXlrwCS9_94vq--e7b7eLZrX-sry9XjVGsC43bNSk7aTqBqqsaDsUg5YgO2KZ7TRTogXVmhFJUfVgx05qagYCapDCamv5RbWcfccAu_5Q7oX4sw_g-pMQ4qaHmJ3x2FthOQcmpKJGjIICRwpEoNItSMmH4vVh9tqC_8dqcb3qHzXCheJMsnta2Pcze4jhxxFT7vcuGfQeJgzH1DPJZceoaklB3z1Dd6F8s3ylUKSjvJWtLtTHmTIxpBTR_rmAkv4x-_5v9gUmz2Dj8imXHMH5_638AmjzsZY |
| CitedBy_id | crossref_primary_10_1071_WF24097 crossref_primary_10_1016_j_envsoft_2024_106286 crossref_primary_10_1016_j_jag_2025_104375 crossref_primary_10_1071_WF23202 crossref_primary_10_1109_JSTARS_2022_3193024 |
| Cites_doi | 10.3390/atmos10020066 10.1007/978-94-007-6639-6_18 10.1098/rstb.2015.0345 10.1071/WF14074 10.1016/j.rse.2013.12.008 10.5194/nhess-15-1721-2015 10.1126/science.aal4108 10.1071/WF14161 10.4996/fireecology.0601013 10.5194/gmd-4-591-2011 10.3390/atmos9060218 10.1071/WF14154 10.1109/TPAMI.2008.113 10.1155/2011/540390 10.1201/9781420027822.ch7 10.3390/rs12030540 10.1071/WF17093 10.1016/j.foreco.2012.12.014 10.3390/rs12213546 10.1016/j.firesaf.2006.05.009 10.1029/2005RG000183 10.1071/WF18089 10.1029/2005JD006318 10.3390/fire2020036 10.5194/bg-9-527-2012 10.3390/s16081310 10.1071/WF15090 10.1071/WF14176 10.5194/nhess-14-2951-2014 10.4102/koedoe.v46i1.35 10.1109/JSTARS.2021.3059054 10.1007/978-1-84882-935-0 10.1117/12.665077 10.1071/WF16031 10.1016/j.firesaf.2017.03.076 10.1016/j.rse.2011.03.010 10.1016/j.atmosenv.2021.118210 10.1071/WF14159 10.1016/j.firesaf.2010.06.004 10.1109/IPTA.2012.6469526 10.1016/j.foreco.2018.11.039 10.1080/01621459.1974.10482962 10.1016/j.rse.2013.10.010 10.1038/s43247-020-00065-8 10.1109/TGRS.2012.2220368 10.1111/j.1365-2664.2006.01184.x 10.3390/rs13081459 10.1071/WF18204 10.5194/acp-11-11591-2011 10.1139/x05-096 |
| ContentType | Journal Article |
| Copyright | 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Distributed under a Creative Commons Attribution 4.0 International License |
| Copyright_xml | – notice: 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: Distributed under a Creative Commons Attribution 4.0 International License |
| DBID | AAYXX CITATION 7QF 7QO 7QQ 7QR 7SC 7SE 7SN 7SP 7SR 7TA 7TB 7U5 8BQ 8FD 8FE 8FG ABJCF ABUWG AFKRA ARAPS AZQEC BENPR BGLVJ BHPHI BKSAR C1K CCPQU DWQXO F28 FR3 H8D H8G HCIFZ JG9 JQ2 KR7 L6V L7M L~C L~D M7S P5Z P62 P64 PCBAR PHGZM PHGZT PIMPY PKEHL PQEST PQGLB PQQKQ PQUKI PRINS PTHSS 7S9 L.6 1XC VOOES DOA |
| DOI | 10.3390/rs13234913 |
| DatabaseName | CrossRef Aluminium Industry Abstracts Biotechnology Research Abstracts Ceramic Abstracts Chemoreception Abstracts Computer and Information Systems Abstracts Corrosion Abstracts Ecology Abstracts Electronics & Communications Abstracts Engineered Materials Abstracts Materials Business File Mechanical & Transportation Engineering Abstracts Solid State and Superconductivity Abstracts METADEX Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest SciTech Premium Collection Technology Collection Materials Science & Engineering Database ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest SciTech Premium Collection Technology Collection Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Central ProQuest Technology Collection Natural Science Collection Earth, Atmospheric & Aquatic Science Collection Environmental Sciences and Pollution Management ProQuest One ProQuest Central Korea ANTE: Abstracts in New Technology & Engineering Engineering Research Database Aerospace Database Copper Technical Reference Library SciTech Premium Collection Materials Research Database ProQuest Computer Science Collection Civil Engineering Abstracts ProQuest Engineering Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional Engineering Database Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection Biotechnology and BioEngineering Abstracts Earth, Atmospheric & Aquatic Science Database 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 Engineering Collection AGRICOLA AGRICOLA - Academic Hyper Article en Ligne (HAL) Hyper Article en Ligne (HAL) (Open Access) Directory of Open Access Journals |
| DatabaseTitle | CrossRef Publicly Available Content Database Materials Research Database ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection Computer and Information Systems Abstracts SciTech Premium Collection ProQuest Central China Materials Business File Environmental Sciences and Pollution Management ProQuest One Applied & Life Sciences Engineered Materials Abstracts Natural Science Collection Chemoreception Abstracts ProQuest Central (New) Engineering Collection ANTE: Abstracts in New Technology & Engineering Advanced Technologies & Aerospace Collection Engineering Database Aluminium Industry Abstracts ProQuest One Academic Eastern Edition Electronics & Communications Abstracts Earth, Atmospheric & Aquatic Science Database ProQuest Technology Collection Ceramic Abstracts Ecology Abstracts Biotechnology and BioEngineering Abstracts ProQuest One Academic UKI Edition Solid State and Superconductivity Abstracts Engineering Research Database ProQuest One Academic ProQuest One Academic (New) Technology Collection Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest One Academic Middle East (New) Mechanical & Transportation Engineering Abstracts ProQuest Central (Alumni Edition) ProQuest One Community College Earth, Atmospheric & Aquatic Science Collection ProQuest Central Aerospace Database Copper Technical Reference Library ProQuest Engineering Collection Biotechnology Research Abstracts ProQuest Central Korea Advanced Technologies Database with Aerospace Civil Engineering Abstracts ProQuest SciTech Collection METADEX Computer and Information Systems Abstracts Professional Advanced Technologies & Aerospace Database Materials Science & Engineering Collection Corrosion Abstracts AGRICOLA AGRICOLA - Academic |
| DatabaseTitleList | Publicly Available Content Database AGRICOLA CrossRef |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: PIMPY name: Publicly Available Content Database url: http://search.proquest.com/publiccontent sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Geography Computer Science |
| EISSN | 2072-4292 |
| ExternalDocumentID | oai_doaj_org_article_f4f33a24671c4d41a3e1a04e795a663b oai:HAL:hal-03473262v1 10_3390_rs13234913 |
| GroupedDBID | 29P 2WC 2XV 5VS 8FE 8FG 8FH AADQD AAHBH AAYXX ABDBF ABJCF ACUHS ADBBV ADMLS AENEX AFFHD AFKRA AFZYC ALMA_UNASSIGNED_HOLDINGS ARAPS BCNDV BENPR BGLVJ BHPHI BKSAR CCPQU CITATION E3Z ESX FRP GROUPED_DOAJ HCIFZ I-F IAO ITC KQ8 L6V LK5 M7R M7S MODMG M~E OK1 P62 PCBAR PHGZM PHGZT PIMPY PQGLB PROAC PTHSS TR2 TUS 7QF 7QO 7QQ 7QR 7SC 7SE 7SN 7SP 7SR 7TA 7TB 7U5 8BQ 8FD ABUWG AZQEC C1K DWQXO F28 FR3 H8D H8G JG9 JQ2 KR7 L7M L~C L~D P64 PKEHL PQEST PQQKQ PQUKI PRINS 7S9 L.6 PUEGO 1XC C1A IPNFZ RIG VOOES |
| ID | FETCH-LOGICAL-c428t-2d9058678b17f458e4b96a680f2f892745a75cde096a9bfd8691cb0a7b64f9ff3 |
| IEDL.DBID | BENPR |
| ISICitedReferencesCount | 6 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000735119700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 2072-4292 |
| IngestDate | Tue Oct 14 14:25:36 EDT 2025 Tue Oct 14 20:44:39 EDT 2025 Thu Oct 02 05:46:42 EDT 2025 Fri Jul 25 09:30:30 EDT 2025 Sat Nov 29 07:17:43 EST 2025 Tue Nov 18 22:41:52 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 23 |
| Language | English |
| License | Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c428t-2d9058678b17f458e4b96a680f2f892745a75cde096a9bfd8691cb0a7b64f9ff3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
| ORCID | 0000-0001-5995-8895 0000-0001-7698-2213 0000-0001-6375-7949 0000-0001-5836-8578 0000-0001-6461-5061 0000-0002-6244-0648 |
| OpenAccessLink | https://www.proquest.com/docview/2608135659?pq-origsite=%requestingapplication% |
| PQID | 2608135659 |
| PQPubID | 2032338 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_f4f33a24671c4d41a3e1a04e795a663b hal_primary_oai_HAL_hal_03473262v1 proquest_miscellaneous_2636821750 proquest_journals_2608135659 crossref_primary_10_3390_rs13234913 crossref_citationtrail_10_3390_rs13234913 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-12-01 |
| PublicationDateYYYYMMDD | 2021-12-01 |
| PublicationDate_xml | – month: 12 year: 2021 text: 2021-12-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Basel |
| PublicationPlace_xml | – name: Basel |
| PublicationTitle | Remote sensing (Basel, Switzerland) |
| PublicationYear | 2021 |
| Publisher | MDPI AG MDPI |
| Publisher_xml | – name: MDPI AG – name: MDPI |
| References | Clements (ref_18) 2019; 28 Dickinson (ref_49) 2016; 25 Kremens (ref_48) 2010; 6 ref_12 ref_53 Roberts (ref_3) 2021; 252 Valero (ref_46) 2018; 27 Valero (ref_28) 2021; 14 Mandel (ref_9) 2011; 4 Mueller (ref_17) 2017; 91 Rochoux (ref_54) 2014; 14 Pastor (ref_27) 2006; 41 Andela (ref_2) 2017; 356 Wooster (ref_42) 2013; Volume 17 ref_24 ref_23 Schroeder (ref_51) 2014; 140 ref_20 Hudak (ref_15) 2016; 25 Abram (ref_5) 2021; 2 Kochanski (ref_7) 2016; 25 Liu (ref_13) 2019; 28 Singleton (ref_6) 2019; 433 Fischer (ref_35) 2015; XL-7/W3 Berk (ref_52) 2006; 6233 Kochanski (ref_10) 2013; 294 Disney (ref_32) 2011; 115 Wooster (ref_47) 2005; 110 ref_30 Ottmar (ref_14) 2016; 25 Rochoux (ref_55) 2015; 15 Govender (ref_31) 2006; 43 McRae (ref_19) 2005; 35 Paugam (ref_21) 2013; 51 ref_39 ref_38 Kaiser (ref_50) 2012; 9 ref_37 Rios (ref_26) 2016; 25 Evangelidis (ref_36) 2008; 30 Filippi (ref_11) 2011; 2011 Zajkowski (ref_22) 2016; 25 Biggs (ref_29) 2003; 46 Wooster (ref_33) 2011; 11 Pastor (ref_25) 2011; 46 ref_45 ref_44 ref_41 Butler (ref_16) 2016; 25 ref_40 ref_1 ref_8 Schroeder (ref_34) 2014; 143 Hampel (ref_43) 1974; 69 ref_4 |
| References_xml | – ident: ref_1 doi: 10.3390/atmos10020066 – volume: Volume 17 start-page: 347 year: 2013 ident: ref_42 article-title: Thermal Remote Sensing of Active Vegetation Fires and Biomass Burning Events publication-title: Remote Sensing and Digital Image Processing doi: 10.1007/978-94-007-6639-6_18 – ident: ref_4 doi: 10.1098/rstb.2015.0345 – volume: 25 start-page: 534 year: 2016 ident: ref_7 article-title: Toward an integrated system for fire, smoke and air quality simulations publication-title: Int. J. Wildland Fire doi: 10.1071/WF14074 – ident: ref_39 – volume: 143 start-page: 85 year: 2014 ident: ref_34 article-title: The New VIIRS 375m active fire detection data product: Algorithm description and initial assessment publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2013.12.008 – volume: 15 start-page: 1721 year: 2015 ident: ref_55 article-title: Towards predictive data-driven simulations of wildfire spread—Part II: Ensemble Kalman Filter for the state estimation of a front-tracking simulator of wildfire spread publication-title: Nat. Hazards Earth Syst. Sci. doi: 10.5194/nhess-15-1721-2015 – volume: 356 start-page: 1356 year: 2017 ident: ref_2 article-title: A human-driven decline in global burned area publication-title: Science doi: 10.1126/science.aal4108 – volume: 25 start-page: 1 year: 2016 ident: ref_14 article-title: Measurements, datasets and preliminary results from the RxCADRE project—2008, 2011 and 2012 publication-title: Int. J. Wildland Fire doi: 10.1071/WF14161 – volume: 6 start-page: 13 year: 2010 ident: ref_48 article-title: Fire Metrology: Current and Future Directions in Physics-Based Measurements publication-title: Fire Ecol. doi: 10.4996/fireecology.0601013 – volume: 4 start-page: 591 year: 2011 ident: ref_9 article-title: Coupled atmosphere-wildland fire modeling with WRF 3.3 and SFIRE publication-title: Geosci. Model Dev. doi: 10.5194/gmd-4-591-2011 – ident: ref_12 doi: 10.3390/atmos9060218 – volume: 25 start-page: 76 year: 2016 ident: ref_16 article-title: Observations of energy transport and rate of spreads from low-intensity fires in longleaf pine habitat—RxCADRE 2012 publication-title: Int. J. Wildland Fire doi: 10.1071/WF14154 – volume: 30 start-page: 1858 year: 2008 ident: ref_36 article-title: Parametric image alignment using enhanced correlation coefficient maximization publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/TPAMI.2008.113 – volume: 2011 start-page: 1 year: 2011 ident: ref_11 article-title: Simulation of Coupled Fire/Atmosphere Interaction with the MesoNH-ForeFire Models publication-title: J. Combust. doi: 10.1155/2011/540390 – ident: ref_37 doi: 10.1201/9781420027822.ch7 – ident: ref_41 doi: 10.3390/rs12030540 – volume: 27 start-page: 241 year: 2018 ident: ref_46 article-title: Automated location of active fire perimeters in aerial infrared imaging using unsupervised edge detectors publication-title: Int. J. Wildland Fire doi: 10.1071/WF17093 – ident: ref_8 – volume: XL-7/W3 start-page: 1177 year: 2015 ident: ref_35 article-title: Data Validation and Case Studies using the TET-1 Thermal Infrared Satellite System publication-title: ISPRS Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. – volume: 294 start-page: 136 year: 2013 ident: ref_10 article-title: Real time simulation of 2007 Santa Ana fires publication-title: For. Ecol. Manag. J. doi: 10.1016/j.foreco.2012.12.014 – ident: ref_45 doi: 10.3390/rs12213546 – volume: 41 start-page: 569 year: 2006 ident: ref_27 article-title: Computing the rate of spread of linear flame fronts by thermal image processing publication-title: Fire Saf. J. doi: 10.1016/j.firesaf.2006.05.009 – ident: ref_30 doi: 10.1029/2005RG000183 – volume: 28 start-page: 308 year: 2019 ident: ref_18 article-title: The FireFlux II experiment: A model-guided field experiment to improve understanding of fire–atmosphere interactions and fire spread publication-title: Int. J. Wildland Fire doi: 10.1071/WF18089 – volume: 110 start-page: 24311 year: 2005 ident: ref_47 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 doi: 10.1029/2005JD006318 – ident: ref_24 doi: 10.3390/fire2020036 – volume: 9 start-page: 527 year: 2012 ident: ref_50 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 – ident: ref_23 doi: 10.3390/s16081310 – volume: 25 start-page: 48 year: 2016 ident: ref_49 article-title: Measuring radiant emissions from entire prescribed fires with ground, airborne and satellite sensors—RxCADRE 2012 publication-title: Int. J. Wildland Fire doi: 10.1071/WF15090 – ident: ref_40 – volume: 25 start-page: 114 year: 2016 ident: ref_22 article-title: Evaluation and use of remotely piloted aircraft systems for operations and research—RxCADRE 2012 publication-title: Int. J. Wildland Fire doi: 10.1071/WF14176 – volume: 14 start-page: 2951 year: 2014 ident: ref_54 article-title: Towards predictive data-driven simulations of wildfire spread—Part I: Reduced-cost ensemble Kalman filter based on a polynomial chaos surrogate model for parameter estimation publication-title: Nat. Hazards Earth Syst. Sci. doi: 10.5194/nhess-14-2951-2014 – volume: 46 start-page: 1 year: 2003 ident: ref_29 article-title: Experimental burn plot trial in the Kruger National Park: History, experimental design and suggestions for data analysis publication-title: Koedoe doi: 10.4102/koedoe.v46i1.35 – ident: ref_44 – volume: 14 start-page: 2817 year: 2021 ident: ref_28 article-title: Thermal Infrared Video Stabilization for Aerial Monitoring of Active Wildfires publication-title: IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. doi: 10.1109/JSTARS.2021.3059054 – ident: ref_38 doi: 10.1007/978-1-84882-935-0 – volume: 6233 start-page: 62331F year: 2006 ident: ref_52 article-title: MODTRAN5: 2006 update publication-title: Proc. SPIE doi: 10.1117/12.665077 – volume: 25 start-page: 1033 year: 2016 ident: ref_26 article-title: Short-term fire front spread prediction using inverse modelling and airborne infrared images publication-title: Int. J. Wildland Fire doi: 10.1071/WF16031 – volume: 91 start-page: 845 year: 2017 ident: ref_17 article-title: Utilization of remote sensing techniques for the quantification of fire behavior in two pine stands publication-title: Fire Saf. J. doi: 10.1016/j.firesaf.2017.03.076 – volume: 115 start-page: 1866 year: 2011 ident: ref_32 article-title: 3D radiative transfer modelling of fire impacts on a two-layer savanna system publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2011.03.010 – volume: 252 start-page: 118210 year: 2021 ident: ref_3 article-title: Global impact of landscape fire emissions on surface level PM2.5 concentrations, air quality exposure and population mortality publication-title: Atmos. Environ. doi: 10.1016/j.atmosenv.2021.118210 – volume: 25 start-page: 25 year: 2016 ident: ref_15 article-title: Measurements relating fire radiative energy density and surface fuel consumption—RxCADRE 2011 and 2012 publication-title: Int. J. Wildland Fire doi: 10.1071/WF14159 – volume: 46 start-page: 2 year: 2011 ident: ref_25 article-title: Computing forest fires aerial suppression effectiveness by IR monitoring publication-title: Fire Saf. J. doi: 10.1016/j.firesaf.2010.06.004 – ident: ref_20 doi: 10.1109/IPTA.2012.6469526 – volume: 433 start-page: 709 year: 2019 ident: ref_6 article-title: Increasing trends in high-severity fire in the southwestern USA from 1984 to 2015 publication-title: For. Ecol. Manag. doi: 10.1016/j.foreco.2018.11.039 – volume: 69 start-page: 383 year: 1974 ident: ref_43 article-title: The influence curve and its role in robust estimation publication-title: J. Am. Stat. Assoc. doi: 10.1080/01621459.1974.10482962 – volume: 140 start-page: 719 year: 2014 ident: ref_51 article-title: Integrated active fire retrievals and biomass burning emissions using complementary near-coincident ground, airborne and spaceborne sensor data publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2013.10.010 – volume: 2 start-page: 1 year: 2021 ident: ref_5 article-title: Connections of climate change and variability to large and extreme forest fires in southeast Australia publication-title: Commun. Earth Environ. doi: 10.1038/s43247-020-00065-8 – volume: 51 start-page: 3385 year: 2013 ident: ref_21 article-title: Use of handheld thermal imager data for airborne mapping of fire radiative power and energy and flame front rate of spread publication-title: IEEE Trans. Geosci. Remote Sens. doi: 10.1109/TGRS.2012.2220368 – volume: 43 start-page: 748 year: 2006 ident: ref_31 article-title: The effect of fire season, fire frequency, rainfall and management on fire intensities in savanna vegetation in South Africa publication-title: J. Appl. Ecol. doi: 10.1111/j.1365-2664.2006.01184.x – ident: ref_53 doi: 10.3390/rs13081459 – volume: 28 start-page: 570 year: 2019 ident: ref_13 article-title: Fire behaviour and smoke modelling: Model improvement and measurement needs for next-generation smoke research and forecasting systems publication-title: Int. J. Wildland Fire doi: 10.1071/WF18204 – volume: 11 start-page: 11591 year: 2011 ident: ref_33 article-title: Field determination of biomass burning emission ratios and factors via open-path FTIR spectroscopy and fire radiative power assessment: Headfire, backfire and residual smouldering combustion in African savannahs publication-title: Atmos. Chem. Phys. doi: 10.5194/acp-11-11591-2011 – volume: 35 start-page: 2194 year: 2005 ident: ref_19 article-title: Infrared characterization of fine-scale variability in behavior of boreal forest fires publication-title: Can. J. For. Res. doi: 10.1139/x05-096 |
| SSID | ssj0000331904 |
| Score | 2.339326 |
| Snippet | To pursue the development and validation of coupled fire-atmosphere models, the wildland fire modeling community needs validation data sets with scenarios... |
| SourceID | doaj hal proquest crossref |
| SourceType | Open Website Open Access Repository Aggregation Database Enrichment Source Index Database |
| StartPage | 4913 |
| SubjectTerms | Aircraft Algorithms Atmospheric models Burns Cameras Computation Computer Science Coordinates experimental burn Field of view fire behavior Forest & brush fires Geometry Helicopters High resolution Image processing Image segmentation Information processing infra red Infrared cameras Modeling and Simulation orthorectification Remote sensing Savannahs savannas Spatial discrimination Spatial resolution Unmanned aerial vehicles Vegetation Wildfires wildland |
| SummonAdditionalLinks | – databaseName: Directory of Open Access Journals dbid: DOA link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwEB6hCgkuCAqIlFKZx4VDVDt-xD52q1ZbCbUcQOot8lOLVJIqm1bi3zNO0mWLkLj06kwcZzye8edMvgH4VNnIYi1Uab0MpZC45qzkrrQ0U5VUAUOeGItN1Ofn-vLSfN0q9ZVzwiZ64Elxh0kkzm2F65l5EQSzPDJLRayNtBgtXfa-2O8WmBp9MEfTomLiI-WI6w_7NeIuLgzj9yLQSNSPcWWV0yD_8sZjiDl9Ds_mvSE5msb0Ah7FdheezGXKV79ewnDRD6tu9FFpPmsjXSIYOnA-r1FD5aLr20hy8gbJB_OTWZGTLRp_ssCnkAu3OY0l-Q8Tctam3uI9gSxtG1bxKpCzn5nfYv0Kvp-efDtelnPZhNIjlhjKKhgqNQYhx-okpI7CGWWVpqlK2iAKlbaWPkQEL9a4FLQyzDtqa6dEMinx17DTdm18A4SaWiZUukpK5xrFNoqaeuOE89htUAV8vlNl42dO8Vza4qpBbJHV3vxRewEfN7LXE5PGP6UWeUY2Epn9emxAm2hmm2j-ZxMFfMD5vNfH8uhLk9sox_eoVHXLCti_m-5mXrfrBtGdZhw3uaaA95vLuOLyZxTbxu4my3ClEclJuvcQg30LT6ucJzOmyOzDztDfxHfw2N8OP9b9wWjWvwE8v_t9 priority: 102 providerName: Directory of Open Access Journals |
| Title | Orthorectification of Helicopter-Borne High Resolution Experimental Burn Observation from Infra Red Handheld Imagers |
| URI | https://www.proquest.com/docview/2608135659 https://www.proquest.com/docview/2636821750 https://hal.science/hal-03473262 https://doaj.org/article/f4f33a24671c4d41a3e1a04e795a663b |
| Volume | 13 |
| WOSCitedRecordID | wos000735119700001&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: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: DOA dateStart: 20090101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: M~E dateStart: 20090101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: Advanced Technologies & Aerospace Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: P5Z dateStart: 20090301 isFulltext: true titleUrlDefault: https://search.proquest.com/hightechjournals providerName: ProQuest – providerCode: PRVPQU databaseName: Earth, Atmospheric & Aquatic Science Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: PCBAR dateStart: 20090301 isFulltext: true titleUrlDefault: https://search.proquest.com/eaasdb providerName: ProQuest – providerCode: PRVPQU databaseName: Engineering Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: M7S dateStart: 20090301 isFulltext: true titleUrlDefault: http://search.proquest.com providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: BENPR dateStart: 20090301 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: Publicly Available Content Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: PIMPY dateStart: 20090301 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb9QwELZgiwQX3ohAWZnHhUNUJ7aT-IS6aKtdCbYRD6lwiZzYZpFKsiRpJS78dmay3pQixIVLDvbEceLxvDz5hpAXsbaRTUUS6kqaUEjYc1ryMtQMoUpiAypPDMUm0tUqOzlRuQ-4dT6tcicTB0Ftmgpj5Adgd2cRB_NDvdp8D7FqFJ6u-hIaV8keIpWJCdmbzVf5uzHKwjiwGBNbXFIO_v1B24H_xYWK-CVNNAD2g35ZYzrkH1J5UDVHt_53krfJTW9k0sMtV9whV2x9l1z39c7XP-6R_rjt180g7JwP2tHGUdBBwBgb-NThrGlrSzELhGKEf8ufdP5bPQA6g6fQ43IM61L8VYUua9dquMfQha7N2p4auvyGQBndffLxaP7h9SL09RfCCpySPoyNYjIDbVZGqRMys6JUiU4y5mKXKXBnpU5lZSx4QVqVzmSJiqqS6bRMhFPO8QdkUje1fUgoU6l0Bow_l2RY7FhbkbJKlaKsYFiTBOTlbi2KyoOTY42M0wKcFFy34mLdAvJ8pN1sITn-SjXDJR0pEEZ7aGjaL4XflYUTjnMdg7KIKgHT09xGmgmbKqnBFCsD8gwY4tIYi8M3BbYxDu8RJ_F5FJD9HTMUXgB0xQUnBOTp2A1bF89jdG2bM6ThSQYuoWSP_j3EY3IjxlSaIYtmn0z69sw-Ideq8_5r1049z0-HcMIUk1ff4_XnHK65_Az9-fJt_ukXJZkRLQ |
| linkProvider | ProQuest |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Jb9QwFH4qU6RyYUcECpjtwCGqEzuLDwh1oNVEnU7nUKRyCk5sdyqVZMikRf1T_Eaes5UixK0HronjxPHnt_n5fQBvfKk9HfHQlXmgXB7gmpMBy1xJbakSX6HK4w3ZRDSbxUdHYr4GP_uzMDatspeJjaBWZW5j5Ftod8ceQ_NDfFh-dy1rlN1d7Sk0Wljs6Ysf6LKt3iefcH7f-v7uzuHHiduxCrg5mtq16ytBgxhldOZFhgex5pkIZRhT45tYoJMWyCjIlUbbXorMqDgUXp5RGWUhN8IYhv3egHWOYI9HsD5P9udfhqgOZQhpyts6qIwJulWt0N9jXHjsiuZrCAJQny1s-uUfWqBRbbt3_refchdud0Y02W5Rfw_WdHEfNjo-98XFA6gPqnpRNsLcdEFJUhqCOhaBv0QoueOyKjSxWS7E7mC064_s_MZ3QMb4FnKQDWFrYo_ikKQwlcRnFJnIQi30qSLJN1sIZPUQPl_LoB_BqCgL_RgIFVFgFBq3JowtmbPUPKK5yHiWY7cqdOBdP_dp3hVftxwgpyk6YRYn6SVOHHg9tF22JUf-2mpsITS0sGXCmwtldZx2Uic13DAmfVSGXs7x8yTTnqRcRyKQaGpmDrxCAF7pY7I9Te01ynAcfuifew5s9uBLOwG3Si-R58DL4TaKJrvfJAtdntk2LIzR5Q3ok3938QI2Jof703SazPaewi3fpg01GUObMKqrM_0Mbubn9cmqet6tNwJfrxvNvwDwzGg1 |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwEB6VLQIuvBGBAuZ14BCtYzsPHxDabbvaVavtCoHUW-rEdrdSSZZsWtS_xq9jnE22FCFuPXBNnEmcfPOyJ_MBvGPKBCYWka_yUPsiRJ1TIc98RV2rEqbR5YmGbCKeTpPDQznbgJ_dvzCurLKziY2h1mXu1sj7GHcnAcfwQ_ZtWxYx2xl9Wnz3HYOU22nt6DRWENkzFz8wfVt-nOzgt37P2Gj3y_bYbxkG_BzD7tpnWtIwQXudBbEVYWJEJiMVJdQym0hM2EIVh7k2GOcrmVmdRDLIM6riLBJWWstR7g3YRAmU9WBztj0cfF6v8FCO8KZi1ROVc0n71RJzPy5kwK94wYYsAH3b3JVi_uERGjc3uvc_v6D7cLcNrslgpQ0PYMMUD-F2y_M-v3gE9UFVz8vGyNt2sZKUlqDvRYVYIMT8YVkVhrjqF-J2NlZ6SXZ_40EgQ7wLOcjWy9nE_aJDJoWtFF6jyVgVem5ONZl8cw1Clo_h67VM-gn0irIwT4FQGYdWY9Bro8SRPCsjYprLTGQ5itWRBx86HKR525TdcYOcppicOcykl5jx4O167GLViuSvo4YOTusRrn14c6CsjtPWGqVWWM4VQycZ5AIfT3ETKCpMLEOFIWjmwRsE4xUZ48F-6o5RjvNgETsPPNjqgJi2hm-ZXqLQg9fr02iy3D6UKkx55sbwKMFUOKTP_i3iFdxCCKf7k-nec7jDXDVRU0i0Bb26OjMv4GZ-Xp8sq5et6hE4um4w_wJ7Q3Cl |
| 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=Orthorectification+of+Helicopter-Borne+High+Resolution+Experimental+Burn+Observation+from+Infra+Red+Handheld+Imagers&rft.jtitle=Remote+sensing+%28Basel%2C+Switzerland%29&rft.au=Paugam%2C+Ronan&rft.au=Wooster%2C+Martin+J&rft.au=Mell%2C+William+E&rft.au=Rochoux%2C+M%C3%A9lanie+C&rft.date=2021-12-01&rft.pub=MDPI+AG&rft.eissn=2072-4292&rft.volume=13&rft.issue=23&rft.spage=4913&rft_id=info:doi/10.3390%2Frs13234913&rft.externalDBID=HAS_PDF_LINK |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2072-4292&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2072-4292&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2072-4292&client=summon |