Disaster debris estimation using high-resolution polarimetric stereo-SAR

Christian N. Koyama, Hideomi Gokon, Masaru Jimbo, Shunichi Koshimura, Motoyuki Sato

Research output: Contribution to journalArticlepeer-review

18 Citations (Scopus)

Abstract

This paper addresses the problem of debris estimation which is one of the most important initial challenges in the wake of a disaster like the Great East Japan Earthquake and Tsunami. Reasonable estimates of the debris have to be made available to decision makers as quickly as possible. Current approaches to obtain this information are far from being optimal as they usually rely on manual interpretation of optical imagery. We have developed a novel approach for the estimation of tsunami debris pile heights and volumes for improved emergency response. The method is based on a stereo-synthetic aperture radar (stereo-SAR) approach for very high-resolution polarimetric SAR. An advanced gradient-based optical-flow estimation technique is applied for optimal image coregistration of the low-coherence non-interferometric data resulting from the illumination from opposite directions and in different polarizations. By applying model based decomposition of the coherency matrix, only the odd bounce scattering contributions are used to optimize echo time computation. The method exclusively considers the relative height differences from the top of the piles to their base to achieve a very fine resolution in height estimation. To define the base, a reference point on non-debris-covered ground surface is located adjacent to the debris pile targets by exploiting the polarimetric scattering information. The proposed technique is validated using in situ data of real tsunami debris taken on a temporary debris management site in the tsunami affected area near Sendai city, Japan. The estimated height error is smaller than 0.6 m RMSE. The good quality of derived pile heights allows for a voxel-based estimation of debris volumes with a RMSE of 1099 m3. Advantages of the proposed method are fast computation time, and robust height and volume estimation of debris piles without the need for pre-event data or auxiliary information like DEM, topographic maps or GCPs.

Original languageEnglish
Pages (from-to)84-98
Number of pages15
JournalISPRS Journal of Photogrammetry and Remote Sensing
Volume120
DOIs
Publication statusPublished - 2016 Oct 1

Keywords

  • Debris
  • Disaster mitigation
  • Radar polarimetry
  • Radargrammetry
  • Synthetic aperture radar (SAR)
  • Tsunami

ASJC Scopus subject areas

  • Atomic and Molecular Physics, and Optics
  • Engineering (miscellaneous)
  • Computer Science Applications
  • Computers in Earth Sciences

Fingerprint Dive into the research topics of 'Disaster debris estimation using high-resolution polarimetric stereo-SAR'. Together they form a unique fingerprint.

Cite this