Fornaciai, Alessandro
  
(2017)
Morphometric Analysis of Mount Etna Lava Flows Using High Resolution Digital Elevation Models, [Dissertation thesis], Alma Mater Studiorum Università di Bologna. 
 Dottorato di ricerca in 
Geofisica, 28 Ciclo. DOI 10.6092/unibo/amsdottorato/7847.
  
 
  
  
        
        
        
  
  
  
  
  
  
  
    
  
    
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      Abstract
      Morphometric analysis of lava flows provides crucial information for a better understanding of the processes of lava flow dynamics and emplacement. In this thesis, high-resolution DEMs obtained by the airborne LiDAR system and the UAV-SfM system are used for an extensive morphometric analysis of the Mount Etna (Italy) lava flow. A digital comparison of pre- and post-eruptive LiDAR DEMs of Etna was made to quantify the lava volumes emitted in the 2004-2005, 2005-2006 and 2007-2010 intervals. The erupted volume of 2004-2005 is ~63.3 × 106 m3 entirely emitted by the 2004-05 eruption. The erupted volume of 2005-2007 is ~ 42.0 × 106 m3, of which ~33.5 × 106 m3 emitted by the September-December 2006 eruption. The erupted volume of 2007-2010 is >86 × 106m3, most of which (~74 × 106m3) is formed by the lava flows of the 2008-2009 flank eruption. Lava flow morphometric analysis was performed over LiDAR DEM for eleven channel-fed lava flows through a semi-automatic procedure and using SVF and openness down parameters to better detect and delimit surface-specific elements, i.e. lava levees, base and channel-bed. The results show an inverse relation between slope and channel width, a certain coherence between average slope of levees and pre-emplacing slope, and the same trend between the channel width and channel-bed width. Finally, in order to investigate less costly methods for producing DEMs, we created a high-resolution DEM of the 1974 lava flow using the UAV-SfM system and then we compared it with the LiDAR-derived DEM. The UAV-SfM system can be effectively used to produce topographic data for large areas with an accuracy and resolution that are even higher than those of the LiDAR system. Therefore, the UAV-SfM system can be effectively used to update the topography of active volcanic areas with reasonable costs and short time of deployment.
     
    
      Abstract
      Morphometric analysis of lava flows provides crucial information for a better understanding of the processes of lava flow dynamics and emplacement. In this thesis, high-resolution DEMs obtained by the airborne LiDAR system and the UAV-SfM system are used for an extensive morphometric analysis of the Mount Etna (Italy) lava flow. A digital comparison of pre- and post-eruptive LiDAR DEMs of Etna was made to quantify the lava volumes emitted in the 2004-2005, 2005-2006 and 2007-2010 intervals. The erupted volume of 2004-2005 is ~63.3 × 106 m3 entirely emitted by the 2004-05 eruption. The erupted volume of 2005-2007 is ~ 42.0 × 106 m3, of which ~33.5 × 106 m3 emitted by the September-December 2006 eruption. The erupted volume of 2007-2010 is >86 × 106m3, most of which (~74 × 106m3) is formed by the lava flows of the 2008-2009 flank eruption. Lava flow morphometric analysis was performed over LiDAR DEM for eleven channel-fed lava flows through a semi-automatic procedure and using SVF and openness down parameters to better detect and delimit surface-specific elements, i.e. lava levees, base and channel-bed. The results show an inverse relation between slope and channel width, a certain coherence between average slope of levees and pre-emplacing slope, and the same trend between the channel width and channel-bed width. Finally, in order to investigate less costly methods for producing DEMs, we created a high-resolution DEM of the 1974 lava flow using the UAV-SfM system and then we compared it with the LiDAR-derived DEM. The UAV-SfM system can be effectively used to produce topographic data for large areas with an accuracy and resolution that are even higher than those of the LiDAR system. Therefore, the UAV-SfM system can be effectively used to update the topography of active volcanic areas with reasonable costs and short time of deployment.
     
  
  
    
    
      Tipologia del documento
      Tesi di dottorato
      
      
      
      
        
      
        
          Autore
          Fornaciai, Alessandro
          
        
      
        
          Supervisore
          
          
        
      
        
      
        
          Dottorato di ricerca
          
          
        
      
        
          Scuola di dottorato
          Scienze matematiche, fisiche ed astronomiche
          
        
      
        
          Ciclo
          28
          
        
      
        
          Coordinatore
          
          
        
      
        
          Settore disciplinare
          
          
        
      
        
          Settore concorsuale
          
          
        
      
        
          Parole chiave
          Morphometric analysis, lava flows, digital elevation model, LiDAR, Unmanned Aerial Vehicle, Structure from Motion, Mount Etna, 2004-05 eruption, 2006 eruption, 2008-2009 eruption, lava volume, channel-fed lava flow morphometry
          
        
      
        
          URN:NBN
          
          
        
      
        
          DOI
          10.6092/unibo/amsdottorato/7847
          
        
      
        
          Data di discussione
          23 Maggio 2017
          
        
      
      URI
      
      
     
   
  
    Altri metadati
    
      Tipologia del documento
      Tesi di dottorato
      
      
      
      
        
      
        
          Autore
          Fornaciai, Alessandro
          
        
      
        
          Supervisore
          
          
        
      
        
      
        
          Dottorato di ricerca
          
          
        
      
        
          Scuola di dottorato
          Scienze matematiche, fisiche ed astronomiche
          
        
      
        
          Ciclo
          28
          
        
      
        
          Coordinatore
          
          
        
      
        
          Settore disciplinare
          
          
        
      
        
          Settore concorsuale
          
          
        
      
        
          Parole chiave
          Morphometric analysis, lava flows, digital elevation model, LiDAR, Unmanned Aerial Vehicle, Structure from Motion, Mount Etna, 2004-05 eruption, 2006 eruption, 2008-2009 eruption, lava volume, channel-fed lava flow morphometry
          
        
      
        
          URN:NBN
          
          
        
      
        
          DOI
          10.6092/unibo/amsdottorato/7847
          
        
      
        
          Data di discussione
          23 Maggio 2017
          
        
      
      URI
      
      
     
   
  
  
  
  
  
    
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