BUILDINGS' DAMAGE DETERMINATION AFTER THE EARTHQUAKE BY USING ANFIS MODEL AND REMOTE SENSING IMAGERY

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JANALIPOUR MILAD; MOHAMMADZADEH ALI; VALADAN ZOEJ MOHAMMAD JAVAD; AMIRKHANI SAID

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Journal: EMERGENCY MANAGEMENT Year:2015 | Volume:4 | Issue:7 Page(s): 79-91

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Title

BUILDINGS' DAMAGE DETERMINATION AFTER THE EARTHQUAKE BY USING ANFIS MODEL AND REMOTE SENSING IMAGERY

Author(s)

JANALIPOUR MILAD | MOHAMMADZADEH ALI | VALADAN ZOEJ MOHAMMAD JAVAD | AMIRKHANI SAID | Issue Writer Certificate

Keywords

REMOTE SENSINGQ2

DAMAGE MAPQ2

BUILDING DESTRUCTIONQ2

ANFIS MODELQ2

Abstract

Fast relief and response is one of the responders 'tasks after the vigorous earthquakes in urban areas. Building DAMAGE MAPs can specify the relief and response priority. REMOTE SENSING is one of the main sources in DAMAGE MAP production. Various research has been carried out on damage assessment using REMOTE SENSING data. In this research, the information about the classes has been extracted using pixel based classification from post-earthquake satellite image. By using the information about the classes and ANFIS MODEL, a fuzzy system was designed that determines the rate of damage to the buildings using the percentage of the pixels engaged by building, shadow and debris in the building's polygon. The results of this study show that designed neuro-fuzzy system achieved the overall accuracy equal 0.92 in classifying buildings to the three damage level. Buildings were classified to undamaged, heavy damage and destroyed levels.

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APA: Copy

JANALIPOUR, MILAD, MOHAMMADZADEH, ALI, VALADAN ZOEJ, MOHAMMAD JAVAD, & AMIRKHANI, SAID. (2015). BUILDINGS' DAMAGE DETERMINATION AFTER THE EARTHQUAKE BY USING ANFIS MODEL AND REMOTE SENSING IMAGERY. EMERGENCY MANAGEMENT, 4(7), 79-91. SID. https://sid.ir/paper/226021/en

Vancouver: Copy

JANALIPOUR MILAD, MOHAMMADZADEH ALI, VALADAN ZOEJ MOHAMMAD JAVAD, AMIRKHANI SAID. BUILDINGS' DAMAGE DETERMINATION AFTER THE EARTHQUAKE BY USING ANFIS MODEL AND REMOTE SENSING IMAGERY. EMERGENCY MANAGEMENT[Internet]. 2015;4(7):79-91. Available from: https://sid.ir/paper/226021/en

IEEE: Copy

MILAD JANALIPOUR, ALI MOHAMMADZADEH, MOHAMMAD JAVAD VALADAN ZOEJ, and SAID AMIRKHANI, “BUILDINGS' DAMAGE DETERMINATION AFTER THE EARTHQUAKE BY USING ANFIS MODEL AND REMOTE SENSING IMAGERY,” EMERGENCY MANAGEMENT, vol. 4, no. 7, pp. 79–91, 2015, [Online]. Available: https://sid.ir/paper/226021/en

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