FORSAT: a 3D forest monitoring system for cover mapping and volumetric 3D change detection

Efstratios Stylianidis, Devrim Akca (Corresponding author), Daniela Poli, M.H. Höfer, Armin Gruen, Victor Sanchez, Konstantinos Smagas, Andreas Walli, Orhan Altan, Elisa Jimeno, Alejandro García

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Abstract

A 3D forest monitoring system, called FORSAT (a satellite very high resolution image processing platform for forest assessment), was developed for the extraction of 3D geometric forest information from very high resolution (VHR) satellite imagery and the automatic 3D change detection. FORSAT is composed of two complementary tasks: (1) the geometric and radiometric processing of satellite optical imagery and digital surface model (DSM) reconstruction by using a precise and robust image matching approach specially designed for VHR satellite imagery, (2) 3D surface comparison for change detection. It allows the users to import DSMs, align them using an advanced 3D surface matching approach and calculate the 3D differences and volume changes (together with precision values) between epochs. FORSAT is a single source and flexible forest information solution, allowing expert and non-expert remote sensing users to monitor forests in three and four (time) dimensions. The geometric resolution and thematic content of VHR optical imagery are sufficient for many forest information needs such as deforestation, clear-cut and fire severity mapping. The capacity and benefits of FORSAT, as a forest information system contributing to the sustainable forest management, have been tested and validated in case studies located in Austria, Switzerland and Spain.

Original languageEnglish
Pages (from-to)854-885
Number of pages32
JournalInternational Journal of Digital Earth
Volume13
Issue number8
Early online date1 Mar 2019
DOIs
Publication statusPublished - 2 Aug 2020

Keywords

  • 3D
  • DSM generation
  • Deforestation
  • VHR satellite imagery
  • co-registration
  • image matching
  • orientation
  • volume precision
  • volumetric change detection

Fingerprint Dive into the research topics of 'FORSAT: a 3D forest monitoring system for cover mapping and volumetric 3D change detection'. Together they form a unique fingerprint.

Cite this