IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v221y2010i1p46-58.html
   My bibliography  Save this article

Development of a framework for fire risk assessment using remote sensing and geographic information system technologies

Author

Listed:
  • Chuvieco, Emilio
  • Aguado, Inmaculada
  • Yebra, Marta
  • Nieto, Héctor
  • Salas, Javier
  • Martín, M. Pilar
  • Vilar, Lara
  • Martínez, Javier
  • Martín, Susana
  • Ibarra, Paloma
  • de la Riva, Juan
  • Baeza, Jaime
  • Rodríguez, Francisco
  • Molina, Juan R.
  • Herrera, Miguel A.
  • Zamora, Ricardo

Abstract

Forest fires play a critical role in landscape transformation, vegetation succession, soil degradation and air quality. Improvements in fire risk estimation are vital to reduce the negative impacts of fire, either by lessen burn severity or intensity through fuel management, or by aiding the natural vegetation recovery using post-fire treatments. This paper presents the methods to generate the input variables and the risk integration developed within the Firemap project (funded under the Spanish Ministry of Science and Technology) to map wildland fire risk for several regions of Spain. After defining the conceptual scheme for fire risk assessment, the paper describes the methods used to generate the risk parameters, and presents proposals for their integration into synthetic risk indices. The generation of the input variables was based on an extensive use of geographic information system and remote sensing technologies, since the project was intended to provide a spatial and temporal assessment of risk conditions. All variables were mapped at 1km2 spatial resolution, and were integrated into a web-mapping service system. This service was active in the summer of 2007 for semi-operational testing of end-users. The paper also presents the first validation results of the danger index, by comparing temporal trends of different danger components and fire occurrence in the different study regions.

Suggested Citation

  • Chuvieco, Emilio & Aguado, Inmaculada & Yebra, Marta & Nieto, Héctor & Salas, Javier & Martín, M. Pilar & Vilar, Lara & Martínez, Javier & Martín, Susana & Ibarra, Paloma & de la Riva, Juan & Baeza, J, 2010. "Development of a framework for fire risk assessment using remote sensing and geographic information system technologies," Ecological Modelling, Elsevier, vol. 221(1), pages 46-58.
  • Handle: RePEc:eee:ecomod:v:221:y:2010:i:1:p:46-58
    DOI: 10.1016/j.ecolmodel.2008.11.017
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380008005735
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolmodel.2008.11.017?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Cathy Whitlock, 2004. "Forests, fires and climate," Nature, Nature, vol. 432(7013), pages 28-29, November.
    2. Illah Nourbakhsh & Randy Sargent & Anne Wright & Kathryn Cramer & Brian McClendon & Michael Jones, 2006. "Mapping disaster zones," Nature, Nature, vol. 439(7078), pages 787-788, February.
    3. Font, Antoni Riera, 2000. "Mass Tourism and the Demand for Protected Natural Areas: A Travel Cost Approach," Journal of Environmental Economics and Management, Elsevier, vol. 39(1), pages 97-116, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rafaello Bergonse & Sandra Oliveira & Ana Gonçalves & Sílvia Nunes & Carlos Câmara & José Luis Zêzere, 2021. "A combined structural and seasonal approach to assess wildfire susceptibility and hazard in summertime," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 106(3), pages 2545-2573, April.
    2. Calkin, David C. & Finney, Mark A. & Ager, Alan A. & Thompson, Matthew P. & Gebert, Krista M., 2011. "Progress towards and barriers to implementation of a risk framework for US federal wildland fire policy and decision making," Forest Policy and Economics, Elsevier, vol. 13(5), pages 378-389, June.
    3. Yang Zhang & Samsung Lim & Jason John Sharples, 2017. "Wildfire occurrence patterns in ecoregions of New South Wales and Australian Capital Territory, Australia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 87(1), pages 415-435, May.
    4. José Ramón Rodríguez‐Pérez & Celestino Ordóñez & Javier Roca‐Pardiñas & Daniel Vecín‐Arias & Fernando Castedo‐Dorado, 2020. "Evaluating Lightning‐Caused Fire Occurrence Using Spatial Generalized Additive Models: A Case Study in Central Spain," Risk Analysis, John Wiley & Sons, vol. 40(7), pages 1418-1437, July.
    5. De Angelis, Antonella & Bajocco, Sofia & Ricotta, Carlo, 2012. "Modelling the phenological niche of large fires with remotely sensed NDVI profiles," Ecological Modelling, Elsevier, vol. 228(C), pages 106-111.
    6. Olga M. Lozano & Michele Salis & Alan A. Ager & Bachisio Arca & Fermin J. Alcasena & Antonio T. Monteiro & Mark A. Finney & Liliana Del Giudice & Enrico Scoccimarro & Donatella Spano, 2017. "Assessing Climate Change Impacts on Wildfire Exposure in Mediterranean Areas," Risk Analysis, John Wiley & Sons, vol. 37(10), pages 1898-1916, October.
    7. Abolfazl Jaafari & Omid Rahmati & Eric K. Zenner & Davood Mafi-Gholami, 2022. "Anthropogenic activities amplify wildfire occurrence in the Zagros eco-region of western Iran," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 114(1), pages 457-473, October.
    8. Aretano, Roberta & Semeraro, Teodoro & Petrosillo, Irene & De Marco, Antonella & Pasimeni, Maria Rita & Zurlini, Giovanni, 2015. "Mapping ecological vulnerability to fire for effective conservation management of natural protected areas," Ecological Modelling, Elsevier, vol. 295(C), pages 163-175.
    9. Andrey N. Shikhov & Ekaterina S. Perminova & Sergey I. Perminov, 2019. "Satellite-based analysis of the spatial patterns of fire- and storm-related forest disturbances in the Ural region, Russia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 97(1), pages 283-308, May.
    10. Wenliang Liu & Shixin Wang & Yi Zhou & Litao Wang & Jinfeng Zhu & Futao Wang, 2016. "Lightning-caused forest fire risk rating assessment based on case-based reasoning: a case study in DaXingAn Mountains of China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 81(1), pages 347-363, March.
    11. Nives Grasso & Andrea Maria Lingua & Maria Angela Musci & Francesca Noardo & Marco Piras, 2018. "An INSPIRE-compliant open-source GIS for fire-fighting management," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 90(2), pages 623-637, January.
    12. Haifeng Bian & Jun Zhang & Ruixue Li & Huanhuan Zhao & Xuexue Wang & Yiping Bai, 2021. "Risk analysis of tripping accidents of power grid caused by typical natural hazards based on FTA-BN model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 106(3), pages 1771-1795, April.
    13. Hamed Adab & Kasturi Kanniah & Karim Solaimani, 2013. "Modeling forest fire risk in the northeast of Iran using remote sensing and GIS techniques," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 65(3), pages 1723-1743, February.
    14. Wenliang Liu & Shixin Wang & Yi Zhou & Litao Wang & Jinfeng Zhu & Futao Wang, 2016. "Lightning-caused forest fire risk rating assessment based on case-based reasoning: a case study in DaXingAn Mountains of China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 81(1), pages 347-363, March.
    15. Wenliang Liu & Shixin Wang & Yi Zhou & Litao Wang, 2014. "An android intelligent mobile terminal application: field data survey system for forest fires," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 73(3), pages 1483-1497, September.
    16. Yongcui Lan & Jinliang Wang & Wenying Hu & Eldar Kurbanov & Janine Cole & Jinming Sha & Yuanmei Jiao & Jingchun Zhou, 2023. "Spatial pattern prediction of forest wildfire susceptibility in Central Yunnan Province, China based on multivariate data," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(1), pages 565-586, March.
    17. Naderpour, Mohsen & Rizeei, Hossein Mojaddadi & Khakzad, Nima & Pradhan, Biswajeet, 2019. "Forest fire induced Natech risk assessment: A survey of geospatial technologies," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    18. Saeedeh Eskandari & Mahdis Amiri & Nitheshnirmal Sãdhasivam & Hamid Reza Pourghasemi, 2020. "Comparison of new individual and hybrid machine learning algorithms for modeling and mapping fire hazard: a supplementary analysis of fire hazard in different counties of Golestan Province in Iran," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 104(1), pages 305-327, October.
    19. Alan A. Ager & Michelle Buonopane & Allison Reger & Mark A. Finney, 2013. "Wildfire Exposure Analysis on the National Forests in the Pacific Northwest, USA," Risk Analysis, John Wiley & Sons, vol. 33(6), pages 1000-1020, June.
    20. Soltero, V.M. & Quirosa, Gonzalo & Peralta, M.E. & Chacartegui, Ricardo & Torres, Miguel, 2022. "A biomass universal district heating model for sustainability evaluation for geographical areas with early experience," Energy, Elsevier, vol. 242(C).
    21. Romanovs Andrejs & Lektauers Arnis & Soshko Oksana & Zelentsov Viacheslav, 2013. "Models of the Monitoring and Control of Natural and Technological Objects," Information Technology and Management Science, Sciendo, vol. 16(1), pages 121-130, December.
    22. Marcos Rodrigues & Adrián Jiménez & Juan de la Riva, 2016. "Analysis of recent spatial–temporal evolution of human driving factors of wildfires in Spain," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(3), pages 2049-2070, December.
    23. Michele Salis & Alan Ager & Mark Finney & Bachisio Arca & Donatella Spano, 2014. "Analyzing spatiotemporal changes in wildfire regime and exposure across a Mediterranean fire-prone area," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 71(3), pages 1389-1418, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pearce, Joshua M. & Johnson, Sara J. & Grant, Gabriel B., 2007. "3D-mapping optimization of embodied energy of transportation," Resources, Conservation & Recycling, Elsevier, vol. 51(2), pages 435-453.
    2. Claudio Piga, 2003. "Pigouvian Taxation in Tourism," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 26(3), pages 343-359, November.
    3. John A. Curtis, 2002. "Estimating the Demand for Salmon Angling in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 33(3), pages 319-332.
    4. Pelletier, Marie-Chantale & Heagney, Elizabeth & Kovač, Mladen, 2021. "Valuing recreational services: A review of methods with application to New South Wales National Parks," Ecosystem Services, Elsevier, vol. 50(C).
    5. Mai-Thi Ta & Léa Tardieu & Harold Levrel, 2022. "Characterizing the Demand Side of Urban Greening to Inform Urban Planning – A Discrete Choice Experiment in the Paris Metropolitan Region," Revue d'économie politique, Dalloz, vol. 132(6), pages 907-949.
    6. Andersson, Jessica E.C., 2007. "The recreational cost of coral bleaching -- A stated and revealed preference study of international tourists," Ecological Economics, Elsevier, vol. 62(3-4), pages 704-715, May.
    7. Heagney, E.C. & Rose, J.M. & Ardeshiri, A. & Kovac, M., 2019. "The economic value of tourism and recreation across a large protected area network," Land Use Policy, Elsevier, vol. 88(C).
    8. Rulleau, Bénédicte & Dehez, Jeoffrey & Point, Patrick, 2011. "The tourist recreational demand for coastal forests: Do forests really matter?," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement (RAEStud), Institut National de la Recherche Agronomique (INRA), vol. 92(3).
    9. Isabel Mendes & Isabel Proença, 2005. "Estimating the Recreation Value of Ecosystems by Using a Travel Cost Method Approach," Working Papers Department of Economics 2005/08, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    10. Bénédicte Rulleau & Jeoffrey Dehez & Patrick Point, 2011. "The tourist recreational demand for coastal forests: Do forests really matter?," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement, INRA Department of Economics, vol. 92(3), pages 291-310.
    11. Isabel Mendes, 2003. "Pricing Recreation use of National Parks for an efficient Nature Conservation and Application to the Portuguese case," Working Papers Department of Economics 2003/08, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    12. Tina Rambonilaza, 2012. "Demande de séjour touristique en espace rural et vecteurs de valorisation marchande d’aménités naturelles et patrimoniales," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement, INRA Department of Economics, vol. 93(4), pages 423-441.
    13. Salvador Barrios & J. Nicolás Ibañez Rivas, 2014. "Climate Amenities and Adaptation to Climate Change: A Hedonic-Travel Cost Approach for Europe," Working Papers 2014.20, Fondazione Eni Enrico Mattei.
    14. Saúl Torres-Ortega & Rubén Pérez-Álvarez & Pedro Díaz-Simal & Julio Manuel De Luis-Ruiz & Felipe Piña-García, 2018. "Economic Valuation of Cultural Heritage: Application of Travel Cost Method to the National Museum and Research Center of Altamira," Sustainability, MDPI, vol. 10(7), pages 1-13, July.
    15. Isabel Mendes & Isabel Proença, 2009. "Measuring the Social Recreation Per-Day Net Benefit of Wildlife Amenities of a National Park: A Count-Data Travel Cost Approach," Working Papers Department of Economics 2009/35, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    16. Bengochea, A., 2003. "Valoración del uso recreativo de un espacio natural," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 21, pages 321-338, Agosto.
    17. Heagney, E.C. & Rose, J.M. & Ardeshiri, A. & Kovač, M., 2018. "Optimising recreation services from protected areas – Understanding the role of natural values, built infrastructure and contextual factors," Ecosystem Services, Elsevier, vol. 31(PC), pages 358-370.
    18. Stephen M. Strader, 2018. "Spatiotemporal changes in conterminous US wildfire exposure from 1940 to 2010," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 92(1), pages 543-565, May.
    19. Masiero, Lorenzo & Qiu, Richard T.R., 2018. "Modeling reference experience in destination choice," Annals of Tourism Research, Elsevier, vol. 72(C), pages 58-74.
    20. Stephen Hynes & Cathal Buckley & Tom van Rensburg, 2006. "Agricultural versus Recreational Activity on Marginal Farm Land: A Discrete-Choice Model of Recreational Activity on Irish Farm Commonage," Working Papers 0603, Rural Economy and Development Programme,Teagasc.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecomod:v:221:y:2010:i:1:p:46-58. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/ecological-modelling .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.