Assessment and prediction of natural hazards from satellite imagery

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چکیده

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Assessment and Prediction of Natural Hazards from Satellite Imagery.

Since 2000, there have been a number of spaceborne satellites that have changed the way we assess and predict natural hazards. These satellites are able to quantify physical geographic phenomena associated with the movements of the earth's surface (earthquakes, mass movements), water (floods, tsunamis, storms), and fire (wildfires). Most of these satellites contain active or passive sensors tha...

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Extracting Building Features from High Resolution Aerial Imagery for Natural Hazards Risk Assessment

Natural hazards risk assessment requires data on the built environment. This paper reports an image analysis method that can extract building features, mainly roof plan areas, for potential vulnerability analysis. Both pixeland object-based image processing methods are adopted. First, red/green/blue colour bands and image textures are incorporated in a supervised artificial neural network class...

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Retrospective Assessment of Risk to Natural Hazards

The existing disaster databases allow analyzing losses produced by previous events and assessing the risk to natural hazard in a similar way as the insurance industry does for vehicles, health, etc., if the conditions and trends are maintained. Among the existing disaster databases, we selected DesInventar whose vast majority of records correspond to “small” events; this selection is of special...

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Flood Hazard Assessment Using Panchromatic Satellite Imagery

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ژورنال

عنوان ژورنال: Progress in Physical Geography: Earth and Environment

سال: 2007

ISSN: 0309-1333,1477-0296

DOI: 10.1177/0309133307083296