Case Study of Factors Affecting Tree Height Inversion Performance Using Sir-c/x Polarimetric Interferometric Sar Data of Hetian Test Site in China
نویسندگان
چکیده
In order to evaluate and study polarimetric SAR interferometry tree height inversion algorithm, three passes of SIR-C/X SAR L band full polarization SLC data were acquired for the same imaging area in the western region of Hetian district, Xinjiang Vygur Autonomous Region of PRC. China. The three images acquired in separate days of Oct. 7, Oct.8 and Oct. 9 of 1994 makes the study of the factors affecting performance of three-stage tree height inversion methodology possible. In addition to the SAR data, two scenes of Landsat TM/ETM+ data, one Land cover map and some sheets of 1:50000 topographic maps covering the test site were collected. Firstly, the INSAR preprocessing methods, such as sub-pixel accuracy co-registration, baseline estimation, flatten phase removal, effective wave number and incidence angel images generation, and the three-stage inversion method were outlined. Then data processing and tree height inversion results were analyzed. Some points established from physics theory and simulation POLInSAR data in some publications were confirmed by the primary results of the case study: It has been observed that the tree height image generated from full model inversion (FMI) is much noisy, and better inversion result was observed with vegetation bias removal (VBR) method; The maximum DEM difference (MDD) method can underestimate forest height. Some possible error sources that can lead to worse inversion result have been analyzed and the way to solve this problem has been suggested.
منابع مشابه
Forest Height Estimates for Boreal Forest Using L- and X-band Polinsar and Hutscat Scatterometer
In this paper we present a airborne polarimetric interferometric SAR measurement campaign, carried out in Finland in 2003. The main aim of the FinSAR campaign was to validate POLinSAR tree height retrieval algorithms for boreal forest and it was arranged jointly by Helsinki University of Technology (TKK) and German Aerospace Center (DLR) Microwaves and Radar Institute. During the campaign airbo...
متن کاملSingle-baseline polarimetric SAR interferometry
The objective of this paper is to examine the application of single-baseline polarimetric SAR interferometry to the remote sensing and measurement of structure over forested terrain. For this, a polarimetric coherent scattering model for vegetation cover suitable for the estimation of forest parameters from interferometric observables is introduced, discussed and validated. Based on this model,...
متن کاملThree-stage inversion improvement for forest height estimation using dual-PolInSAR data
This paper addresses an algorithm for forest height estimation using single frequency single baseline dual polarization radar interferometry data. The proposed method is based on a physical two layer volume over ground model and is represented using polarimetric synthetic aperture radar interferometry (PolInSAR) technique. The presented algorithm provides the opportunity to take advantages of t...
متن کاملImprovement of Vegetation Parameter Retrieval from Polarimetric Sar Interferometry Using a Simple Polarimetric Scattering Model
This paper concerns vegetation parameter retrieval from polarimetric interferometric SAR (PolInSAR) data. A two–component polarimetric interferometric model, designed for geophysical parameter retrieval, is presented for volumetric media over ground. It is based on a scattering model based polarimetric decomposition and the random volume over ground (RVoG) PolInSAR inversion technique. For fore...
متن کاملPageflex Server [document: D-Aalto-F871C572_00001]
Aalto University, P.O. Box 11000, FI-00076 Aalto www.aalto.fi Author Jaan Praks Name of the doctoral dissertation Radar polarimetry and interferometry for remote sensing of boreal forest Publisher School of Electrical Engineering Unit Department of Radio Science and Engineering Series Aalto University publication series DOCTORAL DISSERTATIONS 153/2012 Field of research Space technology and remo...
متن کامل