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On the Role of Structure Metrics in the Combination of the GEDI Waveforms and TanDEM-X Coherences for Biomass Estimation

Choi, Changhyun and Guliaev, Roman and Pardini, Matteo and Papathanassiou, Konstantinos (2019) On the Role of Structure Metrics in the Combination of the GEDI Waveforms and TanDEM-X Coherences for Biomass Estimation. TanDEM-X / TanDEM-X Science Meeting, 2019-10-21 - 2019-10-24, Oberpfaffenhofen, Germany.

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Abstract

The full waveform GEDI lidar mission will map forest height and biomass at 1 km resolution globally in temperate and tropical forests. In order to obtain biomass maps with higher resolution and overcome the limitations of the footprint sampling on ground, the possibility to combine GEDI waveforms and TanDEM-X coherences is currently considered using forest height as a key parameter. First of all, continuous and high resolution height estimates are obtained from TanDEM-X coherences by means of an inversion initialized by the GEDI waveforms. Then, a relationship between the footprint-level GEDI biomass estimates and TanDEM-X forest height estimates at the same location is defined. This relationship is used to obtain a biomass map from the TanDEM-X forest height at footprint scale. Finally, the obtained biomass estimates are aggregated at a coarser resolution (e.g. 1 ha). The objective of this work is to investigate the role of structure metrics derived from TanDEM-X coherences in the combined GEDI-TanDEM-X biomass mapping. Helped by the limited X-band penetration, recently considered structure metrics quantify the local variability of high resolution TanDEM-X digital elevation model as a proxy to forest height variations, linked to horizontal forest heterogeneity and density. Such structural information might support the definition of height-biomass relationships, whose coefficients can indeed vary with varying forest structure. On the other hand, structure information might also support the initialization of scattering models with GEDI waveforms for improving height estimates. These aspects will be addressed in the presentation by means of real data results obtained by processing TanDEM-X data and lidar waveforms acquired in relevant campaigns in different forest sites. The final accuracy obtained in the estimation of biomass will be evaluated as well.

Item URL in elib:https://elib.dlr.de/133501/
Document Type:Conference or Workshop Item (Speech)
Title:On the Role of Structure Metrics in the Combination of the GEDI Waveforms and TanDEM-X Coherences for Biomass Estimation
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Choi, ChanghyunChanghyun.Choi (at) dlr.deUNSPECIFIED
Guliaev, RomanRoman.Guliaev (at) dlr.deUNSPECIFIED
Pardini, MatteoMatteo.Pardini (at) dlr.dehttps://orcid.org/0000-0003-2018-7514
Papathanassiou, KonstantinosKostas.Papathanassiou (at) dlr.deUNSPECIFIED
Date:22 October 2019
Refereed publication:No
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:TanDEM-X, Coherence, GEDI, Biomass
Event Title:TanDEM-X / TanDEM-X Science Meeting
Event Location:Oberpfaffenhofen, Germany
Event Type:international Conference
Event Dates:2019-10-21 - 2019-10-24
Organizer:DLR (German Aerospace Center)
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Projekt TanDEM-X
Location: Oberpfaffenhofen
Institutes and Institutions:Microwaves and Radar Institute > Radar Concepts
Deposited By: Choi, Changhyun
Deposited On:15 Jan 2020 10:46
Last Modified:15 Jan 2020 15:52

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