L-band InSAR decorrelation analysis in volcanic terrains using airborne LiDAR data and in situ measurements

The case of the Piton de la Fournaise volcano, France

Melanie Sedze, Essam Heggy, Frederic Bretar, Daniel Berveiller, Stephane Jacquemoud

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We combine ALOS-PALSAR coherence images with airborne LiDAR data, both acquired over the Piton de la Fournaise volcano (Reunion Island, France), to study the main errors affecting repeat-pass InSAR measurements and understand their causes. The high resolution DTM generated using LiDAR data is used to subtract out the topographic contribution from the interferogram and to improve the radar coherence maps. The relationship between LiDAR intensity and radar coherence is then analyzed over several typical volcanic surfaces: it helps to evaluate the coherence loss terms. Additionally, the geometric and physical properties of these surfaces have been measured in situ. Coherence deteriorates over pyroclastic deposits and rough lava flows due to volume and surface scattering. In the presence of vegetation, it is directly related to plant density: the higher the Leaf Area Index (LAI), the lower the coherence. The accuracy of InSAR measurements strongly decreases for LAI higher than 7.

Original languageEnglish
Title of host publicationIGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium
Pages3907-3910
Number of pages4
DOIs
Publication statusPublished - 2012
Externally publishedYes
Event2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012 - Munich, Germany
Duration: 22 Jul 201227 Jul 2012

Other

Other2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012
CountryGermany
CityMunich
Period22/7/1227/7/12

Fingerprint

Volcanoes
in situ measurement
volcano
leaf area index
radar
PALSAR
ALOS
pyroclastic deposit
digital terrain model
lava flow
Radar
physical property
scattering
Surface scattering
vegetation
analysis
Deposits
Physical properties

Keywords

  • LiDAR
  • Piton de la Fournaise volcano
  • Radar coherence

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)
  • Computer Science Applications

Cite this

Sedze, M., Heggy, E., Bretar, F., Berveiller, D., & Jacquemoud, S. (2012). L-band InSAR decorrelation analysis in volcanic terrains using airborne LiDAR data and in situ measurements: The case of the Piton de la Fournaise volcano, France. In IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium (pp. 3907-3910). [6350558] https://doi.org/10.1109/IGARSS.2012.6350558

L-band InSAR decorrelation analysis in volcanic terrains using airborne LiDAR data and in situ measurements : The case of the Piton de la Fournaise volcano, France. / Sedze, Melanie; Heggy, Essam; Bretar, Frederic; Berveiller, Daniel; Jacquemoud, Stephane.

IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium. 2012. p. 3907-3910 6350558.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sedze, M, Heggy, E, Bretar, F, Berveiller, D & Jacquemoud, S 2012, L-band InSAR decorrelation analysis in volcanic terrains using airborne LiDAR data and in situ measurements: The case of the Piton de la Fournaise volcano, France. in IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium., 6350558, pp. 3907-3910, 2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, 22/7/12. https://doi.org/10.1109/IGARSS.2012.6350558
Sedze M, Heggy E, Bretar F, Berveiller D, Jacquemoud S. L-band InSAR decorrelation analysis in volcanic terrains using airborne LiDAR data and in situ measurements: The case of the Piton de la Fournaise volcano, France. In IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium. 2012. p. 3907-3910. 6350558 https://doi.org/10.1109/IGARSS.2012.6350558
Sedze, Melanie ; Heggy, Essam ; Bretar, Frederic ; Berveiller, Daniel ; Jacquemoud, Stephane. / L-band InSAR decorrelation analysis in volcanic terrains using airborne LiDAR data and in situ measurements : The case of the Piton de la Fournaise volcano, France. IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium. 2012. pp. 3907-3910
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