Vertical structure of vegetated land surfaces from interferometric and polarimetric radar
@article{Treuhaft2000VerticalSO, title={Vertical structure of vegetated land surfaces from interferometric and polarimetric radar}, author={Robert N. Treuhaft and Paul R. Siqueira}, journal={Radio Science}, year={2000}, volume={35}, pages={141 - 177} }
This paper describes the estimation of parameters characterizing the vertical structure of vegetated land surfaces, from combined interferometric and polarimetric radar data. Physical models expressing radar observations in terms of parameters describing vegetated land surfaces are the foundation for parameter estimation techniques. Defining a general complex cross correlation enables the unified development of models for interferometry and polarimetry, including polarimetric interferometry…
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References
SHOWING 1-10 OF 42 REFERENCES
Vegetation characteristics and underlying topography from interferometric radar
- Environmental Science, Mathematics
- 1996
This paper formulates and demonstrates methods for extracting vegetation characteristics and underlying ground surface topography from interferometric synthetic aperture radar (INSAR) data. The…
Δk-radar equivalent of interferometric SAR's: a theoretical study for determination of vegetation height
- PhysicsIEEE Trans. Geosci. Remote. Sens.
- 1997
It is shown that for a uniform closed canopy the extinction and the physical height of the canopy top can be estimated very accurately and is directly related to the FCF of the distributed target which in turn is a function of scattering mechanisms and system parameters.
The structure of oriented vegetation from polarimetric interferometry
- Environmental ScienceIEEE Trans. Geosci. Remote. Sens.
- 1999
This paper shows that single-baseline polarimetric interferometry can be used to estimate the heights of oriented-vegetation volumes and underlying topography, while at least two baselines are needed for randomly oriented volumes.
Forest vertical structure from multibaseline interferometric radar for studying growth and productivity
- Environmental ScienceIGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development
- 1997
This paper describes the first quantitative attempt to estimate the vertical profile characteristics of forests from multibaseline interferometric radar (INSAR) data. In order to calculate the…
Retrieval of vegetation parameters with SAR interferometry
- Environmental Science, MathematicsIEEE Trans. Geosci. Remote. Sens.
- 1997
The potential of SAR interferometric techniques for the retrieval of vegetation parameters was investigated using ERS-1 data over agricultural and forested test sites and it was possible to identify harvesting by the high correlation of the post-harvest bare or stubble field.
Repeat-pass SAR interferometry over forested terrain
- Environmental ScienceIEEE Transactions on Geoscience and Remote Sensing
- 1995
A general system model is derived including both radar system and scene scattering properties used to interpret measurements over a forested area where the scene coherence varies between 0.2 and 0.5 and is found to be sensitive to temperature changes but surprisingly insensitive to wind speed.
Modeling and observation of the radar polarization signature of forested areas
- Environmental Science
- 1989
To understand radar measurements of forested areas, the authors have developed a model of L-band (25-cm) microwave scattering from a forest. The forest floor is layer of nearly vertical dielectric…
A three-component scattering model for polarimetric SAR data
- Environmental Science, MathematicsIEEE Trans. Geosci. Remote. Sens.
- 1998
An approach has been developed that involves the fit of a combination of three simple scattering mechanisms to polarimetric SAR observations, which is justified as a simplification of more complicated scattering models, which require many inputs to solve the forward scattering problem.
Symmetry properties in polarimetric remote sensing
- Mathematics, Environmental Science
- 1992
This paper presents the relations among polarimetric backscattering coefficients from the viewpoint of symmetry groups. Symmetry of geophysical media encountered in remote sensing due to reflection,…
Topographic mapping using polarimetric SAR data
- Environmental Science, Mathematics
- 1998
A new remote sensing technique using polarimetric synthetic aperture radar (SAR) data has been developed which can measure terrain slopes in the azimuthal, or along-track, direction. Terrain…