메뉴 건너뛰기




Volumn 7, Issue 2, 2016, Pages

Assessing wildfire risk in cultural heritage properties using high spatial and temporal resolution satellite imagery and spatially explicit fire simulations: The case of Holy Mount Athos, Greece

Author keywords

Image segmentation; Landsat 8; Landscape wildfire behavior; Random forests; RapidEye; UNESCO World Heritage Properties; Wildfire exposure

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); DECISION MAKING; DECISION TREES; FORESTRY; FUELS; IMAGE SEGMENTATION; LEARNING SYSTEMS; RISK ASSESSMENT; SATELLITE IMAGERY; TRAVEL TIME;

EID: 84960420633     PISSN: None     EISSN: 19994907     Source Type: Journal    
DOI: 10.3390/f7020046     Document Type: Article
Times cited : (35)

References (51)
  • 1
    • 84954306341 scopus 로고    scopus 로고
    • Regional context
    • Barros, V., Field, C., Dokken, D., Mastrandrea, M., Mach, K., Bilir, K., Chatterjee, M., Ebi, K., Estrada, Y., Genova, R., Eds.; Contribution ofWorking Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change; Cambridge University Press: Cambridge, UK and New York, NY, USA
    • Hewitson, B.; Janetos, A.; Carter, T.; Giorgi, F.; Jones, R.; Kwon, W.; Mearns, L.; Schipper, E.; van Aalst, M. Regional context. In Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part B: Regional Aspects; Barros, V., Field, C., Dokken, D., Mastrandrea, M., Mach, K., Bilir, K., Chatterjee, M., Ebi, K., Estrada, Y., Genova, R., Eds.; Contribution ofWorking Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change; Cambridge University Press: Cambridge, UK and New York, NY, USA, 2014; pp. 1133-1197.
    • (2014) Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part B: Regional Aspects , pp. 1133-1197
    • Hewitson, B.1    Janetos, A.2    Carter, T.3    Giorgi, F.4    Jones, R.5    Kwon, W.6    Mearns, L.7    Schipper, E.8    van Aalst, M.9
  • 3
    • 42449148380 scopus 로고    scopus 로고
    • The meteorological conditions associated with extreme fire risk in Italy and Greece: relevance to climate models studies
    • Good, P.; Moriondo, M.; Giannakopoulos, C.; Bindi, M. The meteorological conditions associated with extreme fire risk in Italy and Greece: relevance to climate models studies. Int. J. Wildland Fire 2008, 17, 1-11.
    • (2008) Int. J. Wildland Fire , vol.17 , pp. 1-11
    • Good, P.1    Moriondo, M.2    Giannakopoulos, C.3    Bindi, M.4
  • 5
    • 85026948110 scopus 로고    scopus 로고
    • (accessed on 14 April 2014)
    • UNESCO World Heritage Center. Available online: http://whc.unesco.org/en/news/921 (accessed on 14 April 2014).
  • 6
    • 19544391210 scopus 로고    scopus 로고
    • The challenge of quantitative risk analysis for wildland fire
    • Finney, M. The challenge of quantitative risk analysis for wildland fire. For. Ecol. Manag. 2005, 211, 97-108.
    • (2005) For. Ecol. Manag , vol.211 , pp. 97-108
    • Finney, M.1
  • 7
    • 84892611367 scopus 로고    scopus 로고
    • How risk management can prevent future wildfire disasters in the wildland-urban interface
    • Calkin, D.; Cohen, J.; Finney, M.; Thompson, M. How risk management can prevent future wildfire disasters in the wildland-urban interface. PNAS 2014, 111, 746-751.
    • (2014) PNAS , vol.111 , pp. 746-751
    • Calkin, D.1    Cohen, J.2    Finney, M.3    Thompson, M.4
  • 8
    • 56449101146 scopus 로고    scopus 로고
    • Assessing fire risk using Monte Carlo simulations of fire spread
    • Carmel, Y.; Paz, S.; Jahashan, F.; Shoshany, M. Assessing fire risk using Monte Carlo simulations of fire spread. For. Ecol. Manag. 2009, 257, 370-377.
    • (2009) For. Ecol. Manag , vol.257 , pp. 370-377
    • Carmel, Y.1    Paz, S.2    Jahashan, F.3    Shoshany, M.4
  • 9
    • 72149094839 scopus 로고    scopus 로고
    • Modeling and mapping wildfire ignition risk in Portugal
    • Catry, F.; Rego, F.; Bação, L.; Moreira, F. Modeling and mapping wildfire ignition risk in Portugal. Int. J. Wildland Fire 2009, 18, 921-931.
    • (2009) Int. J. Wildland Fire , vol.18 , pp. 921-931
    • Catry, F.1    Rego, F.2    Bação, L.3    Moreira, F.4
  • 11
    • 70450260872 scopus 로고    scopus 로고
    • Development of a framework for fire risk assessment using remote sensing and geographic information system technologies
    • Chuvieco, E.; Aguado, I.; Yebra, M.; Nieto, H.; Salas, J.; Martín, M.; Zamora, R. Development of a framework for fire risk assessment using remote sensing and geographic information system technologies. Ecol. Model. 2010, 221, 46-58.
    • (2010) Ecol. Model , vol.221 , pp. 46-58
    • Chuvieco, E.1    Aguado, I.2    Yebra, M.3    Nieto, H.4    Salas, J.5    Martín, M.6    Zamora, R.7
  • 13
    • 85026956845 scopus 로고    scopus 로고
    • (accessed on 23 July 2014)
    • UNESCO World Heritage Center. Available online: http://whc.unesco.org/en/list/454/(accessed on 23 July 2014).
  • 15
    • 0023823146 scopus 로고
    • An improved Dark-Object subtraction technique for atmospheric scattering correction of multispectral data
    • Chavez, P. An improved Dark-Object subtraction technique for atmospheric scattering correction of multispectral data. Remote Sens. Environ. 1988, 24, 459-479.
    • (1988) Remote Sens. Environ , vol.24 , pp. 459-479
    • Chavez, P.1
  • 16
    • 39749162214 scopus 로고    scopus 로고
    • Object-based classification using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test site
    • Mallinis, G.; Koutsias, N.; Tsakiri, M.; Karteris, M. Object-based classification using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test site. ISPRS J. Photogramm. Remote Sens. 2008, 63, 237-250.
    • (2008) ISPRS J. Photogramm. Remote Sens , vol.63 , pp. 237-250
    • Mallinis, G.1    Koutsias, N.2    Tsakiri, M.3    Karteris, M.4
  • 17
    • 79957650754 scopus 로고    scopus 로고
    • Image segmentation scale parameter optimization and land cover classification using the Random Forest algorithm
    • Smith, A. Image segmentation scale parameter optimization and land cover classification using the Random Forest algorithm. J. Spat. Sci. 2010, 5, 69-79.
    • (2010) J. Spat. Sci , vol.5 , pp. 69-79
    • Smith, A.1
  • 18
    • 84886930214 scopus 로고    scopus 로고
    • What makes segmentation good? A case study in boreal forest habitat mapping
    • Räsänen, A.; Rusanen, A.; Kuitunen, M.; Lensu, A. What makes segmentation good? A case study in boreal forest habitat mapping. Int. J. Remote Sens. 2013, 34, 8603-8627.
    • (2013) Int. J. Remote Sens , vol.34 , pp. 8603-8627
    • Räsänen, A.1    Rusanen, A.2    Kuitunen, M.3    Lensu, A.4
  • 19
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, B. Random forests. Mach. Learn. 2001, 45, 5-32.
    • (2001) Mach. Learn , vol.45 , pp. 5-32
    • Breiman, B.1
  • 20
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by random forest
    • Liaw, A.;Wiener, M. Classification and regression by random forest. R News 2002, 2, 18-22.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 23
    • 0036443353 scopus 로고    scopus 로고
    • Fire growth using minimum travel time methods
    • Finney, M. Fire growth using minimum travel time methods. Can J. For. Res. 2002, 32, 1420-1424.
    • (2002) Can J. For. Res , vol.32 , pp. 1420-1424
    • Finney, M.1
  • 24
    • 60049100424 scopus 로고    scopus 로고
    • An overview of FlamMap modeling capabilities
    • Andrews, P., Butler, B., Eds.; USDA Forest Service: Rocky Mountain Research Station, Fort Collins, CO, USA
    • Finney, M. An overview of FlamMap modeling capabilities. In Fuels Management-How to Measure Success; Andrews, P., Butler, B., Eds.; USDA Forest Service: Rocky Mountain Research Station, Fort Collins, CO, USA, 2006; pp. 213-219.
    • (2006) Fuels Management-How to Measure Success , pp. 213-219
    • Finney, M.1
  • 25
    • 0035606868 scopus 로고    scopus 로고
    • Pyric properties of some dominant Mediterranean vegetation species
    • Dimitrakopoulos, A.; Panov, P. Pyric properties of some dominant Mediterranean vegetation species. Int. J. Wildland Fire 2001, 10, 23-27.
    • (2001) Int. J. Wildland Fire , vol.10 , pp. 23-27
    • Dimitrakopoulos, A.1    Panov, P.2
  • 26
    • 0034797848 scopus 로고    scopus 로고
    • PYROSTAT-A computer program for forest fire data inventory and analysis in Mediterranean countries
    • Dimitrakopoulos, A. PYROSTAT-A computer program for forest fire data inventory and analysis in Mediterranean countries. Environ. Modell. Softw. 2001, 16, 351-359.
    • (2001) Environ. Modell. Softw , vol.16 , pp. 351-359
    • Dimitrakopoulos, A.1
  • 28
    • 78650027237 scopus 로고    scopus 로고
    • Measuring the effect of fuel treatments on forest carbon using landscape risk analysis
    • Ager, A.; Finney, M.; McMahan, A.; Cathcart, J. Measuring the effect of fuel treatments on forest carbon using landscape risk analysis. Nat. Hazard Earth Syst. 2010, 10, 2515-2526.
    • (2010) Nat. Hazard Earth Syst , vol.10 , pp. 2515-2526
    • Ager, A.1    Finney, M.2    McMahan, A.3    Cathcart, J.4
  • 29
    • 33947715375 scopus 로고    scopus 로고
    • A simulation study of forest restoration and fuels treatments on a wildland-urban interface
    • Ager, A.; McMahan, A.; Barrett, J.; McHugh, C. A simulation study of forest restoration and fuels treatments on a wildland-urban interface. Landsc. Urban Plan 2007, 80, 292-300.
    • (2007) Landsc. Urban Plan , vol.80 , pp. 292-300
    • Ager, A.1    McMahan, A.2    Barrett, J.3    McHugh, C.4
  • 30
    • 84855436871 scopus 로고    scopus 로고
    • Analyzing wildfire exposure and source-sink relationships on a fire-prone forest landscape
    • Ager, A.; Vaillant, N.; Finney, M.; Preisler, H. Analyzing wildfire exposure and source-sink relationships on a fire-prone forest landscape. For. Ecol. Manag. 2012, 267, 271-283.
    • (2012) For. Ecol. Manag , vol.267 , pp. 271-283
    • Ager, A.1    Vaillant, N.2    Finney, M.3    Preisler, H.4
  • 31
    • 84960379038 scopus 로고    scopus 로고
    • General Technical Report. PNW-GTR-875; USDA Forest Service: Pacific Northwest Research Station, Portland, ND, USA
    • Vaillant, N.; Ager, A.; Anderson, J. ArcFuels10 System Overview; General Technical Report. PNW-GTR-875; USDA Forest Service: Pacific Northwest Research Station, Portland, ND, USA, 2010.
    • (2010) ArcFuels10 System Overview
    • Vaillant, N.1    Ager, A.2    Anderson, J.3
  • 32
    • 0022226944 scopus 로고
    • Fire modeling in South African fynbos (macchia) vegetation and predictions from Rothermels fire model
    • van Wilgen, B.; le Maitre, D.; Kruger, F. Fire modeling in South African fynbos (macchia) vegetation and predictions from Rothermels fire model. J. Appl. Ecol. 1985, 22, 207-216.
    • (1985) J. Appl. Ecol , vol.22 , pp. 207-216
    • van Wilgen, B.1    le Maitre, D.2    Kruger, F.3
  • 33
    • 0036360791 scopus 로고    scopus 로고
    • Mediterranean fuel models and potential fire behaviour in Greece
    • Dimitrakopoulos, A. Mediterranean fuel models and potential fire behaviour in Greece. Int. J. Wildland Fire 2002, 11, 127-130.
    • (2002) Int. J. Wildland Fire , vol.11 , pp. 127-130
    • Dimitrakopoulos, A.1
  • 34
    • 79960048515 scopus 로고    scopus 로고
    • Optimal region growing segmentation and its effect on classification accuracy
    • Gao, Y.; Mas, J.F.; Kerle, N.; Navarrete Pacheco, J.A. Optimal region growing segmentation and its effect on classification accuracy. Int. J. Remote Sens. 2011, 32, 3747-3763.
    • (2011) Int. J. Remote Sens , vol.32 , pp. 3747-3763
    • Gao, Y.1    Mas, J.F.2    Kerle, N.3    Navarrete Pacheco, J.A.4
  • 35
    • 68649112896 scopus 로고    scopus 로고
    • Forest type mapping using object-specific texture measures from multispectral Ikonos imagery: Segmentation quality and image classification issues
    • Kim, M.; Madden, M.; Warner, T. Forest type mapping using object-specific texture measures from multispectral Ikonos imagery: Segmentation quality and image classification issues. Photogramm. Eng. Remote Sens. 2009, 75, 819-829.
    • (2009) Photogramm. Eng. Remote Sens , vol.75 , pp. 819-829
    • Kim, M.1    Madden, M.2    Warner, T.3
  • 36
    • 84890127726 scopus 로고    scopus 로고
    • Optimization of object-based image analysis with Random Forests for land cover mapping
    • Stefanski, J.; Mack, B.; Waske, B. Optimization of object-based image analysis with Random Forests for land cover mapping. IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. 2013, 6, 2492-2504.
    • (2013) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens , vol.6 , pp. 2492-2504
    • Stefanski, J.1    Mack, B.2    Waske, B.3
  • 38
    • 84904635091 scopus 로고    scopus 로고
    • Development of a nationwide approach for large scale estimation of green roof retrofitting areas and roof-top solar energy potential using VHR natural colour orthoimagery and DSM data over Thessaloniki, Greece
    • Mallinis, G.; Karteris, M.; Theodoridou, I.; Tsioukas, V.; Karteris, M. Development of a nationwide approach for large scale estimation of green roof retrofitting areas and roof-top solar energy potential using VHR natural colour orthoimagery and DSM data over Thessaloniki, Greece. Remote Sens. Lett. 2014, 5, 548-557.
    • (2014) Remote Sens. Lett , vol.5 , pp. 548-557
    • Mallinis, G.1    Karteris, M.2    Theodoridou, I.3    Tsioukas, V.4    Karteris, M.5
  • 39
    • 84858015958 scopus 로고    scopus 로고
    • Testing the red edge channel for improving land-use classifications based on high-resolution multi-spectral satellite data
    • Schuster, C.; Förster, M.; Kleinschmit, B. Testing the red edge channel for improving land-use classifications based on high-resolution multi-spectral satellite data. Int. J. Remote Sens. 2012, 33, 5583-5599.
    • (2012) Int. J. Remote Sens , vol.33 , pp. 5583-5599
    • Schuster, C.1    Förster, M.2    Kleinschmit, B.3
  • 42
    • 70349150487 scopus 로고    scopus 로고
    • Wildfire risk in the wildland-urban interface: A simulation study in northwestern Wisconsin
    • Massada, A.; Redeloff, V.; Stewart, S.; Hawbaker, T. Wildfire risk in the wildland-urban interface: A simulation study in northwestern Wisconsin. For. Ecol. Manag. 2012, 258, 1990-1999.
    • (2012) For. Ecol. Manag , vol.258 , pp. 1990-1999
    • Massada, A.1    Redeloff, V.2    Stewart, S.3    Hawbaker, T.4
  • 44
    • 84872823290 scopus 로고    scopus 로고
    • A risk-based approach to wildland fire budgetary planning
    • Thompson, M.; Calkin, D.; Finney, M.; Gebert, K.; Hand, M. A risk-based approach to wildland fire budgetary planning. For. Sci. 2012, 59, 63-77.
    • (2012) For. Sci , vol.59 , pp. 63-77
    • Thompson, M.1    Calkin, D.2    Finney, M.3    Gebert, K.4    Hand, M.5
  • 45
    • 84873575986 scopus 로고    scopus 로고
    • A review of recent advances in risk analysis for wildfire management
    • Miller, C.; Ager, A. A review of recent advances in risk analysis for wildfire management. Int. J. Wildland Fire 2013, 22, 1-14.
    • (2013) Int. J. Wildland Fire , vol.22 , pp. 1-14
    • Miller, C.1    Ager, A.2
  • 47
    • 84939996109 scopus 로고    scopus 로고
    • Wildfire risk assessment in a typical Wildland Urban Interface of Greece
    • Mitsopoulos, I.; Mallinis, G.; Arianoutsou, M. Wildfire risk assessment in a typical Wildland Urban Interface of Greece. Environ. Manag. 2015, 55, 900-915.
    • (2015) Environ. Manag , vol.55 , pp. 900-915
    • Mitsopoulos, I.1    Mallinis, G.2    Arianoutsou, M.3
  • 48
    • 72449196171 scopus 로고    scopus 로고
    • Mapping wildland-urban interfaces at large scales integrating housing density and vegetation aggregation for fire prevention in the South of France
    • Lampin-Maillet, C.; Jappiot, M.; Long, M.; Bouillon, C.; Morge, D.; Ferrier, J. Mapping wildland-urban interfaces at large scales integrating housing density and vegetation aggregation for fire prevention in the South of France. J. Environ. Manag. 2010, 91, 732-741.
    • (2010) J. Environ. Manag , vol.91 , pp. 732-741
    • Lampin-Maillet, C.1    Jappiot, M.2    Long, M.3    Bouillon, C.4    Morge, D.5    Ferrier, J.6
  • 51
    • 33847337037 scopus 로고    scopus 로고
    • A forest typology for monitoring sustainable forest management: The case of European forest types
    • Barbati, A.; Corona, P.; Marchetti, M. A forest typology for monitoring sustainable forest management: The case of European forest types. Plant Biosyst. 2007, 141, 93-103.
    • (2007) Plant Biosyst , vol.141 , pp. 93-103
    • Barbati, A.1    Corona, P.2    Marchetti, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.