DocumentCode
2120641
Title
Backscattering simulation for nonuniform forest canopies using multilayer MIMICS
Author
Liang, Pan ; Moghaddam, Mahta ; Pierce, Leland
Author_Institution
Radiat. Lab., Michigan Univ., Ann Arbor, MI, USA
Volume
2
fYear
2004
fDate
20-24 Sept. 2004
Firstpage
1021
Abstract
In this paper, we introduce a multilayer MIMICS for nonuniform forest canopies and present the model applications. The Michigan Microwave Canopy Scattering model (MIMICS) has been developed to simulate microwave backscattering from tree canopies. However, the crown-trunk canopy model is too restrictive for nonuniform canopy coverage. Multilayer MIMICS is developed to remove the two-layer canopy restriction. The model is a simulation solution to an array of radiative transfer equations and it includes the layer interactions between overlapping layers. This paper is focused on the model validation and application of multilayer MIMICS. Our collaborators have supplied us with extensive ground truth data from a 220,000 ha woodland and forest study areas within central Queensland, Australia. The field measurement is at the individual tree level. We can simulate the polarimetric backscattering for the ground measurement. AIRSAR data of the same area are obtained to validate the model simulation. The results show good agreement between the model simulation and SAR measurements. Analyzing an individual layer´s contribution offers better understanding of canopy composition effects on backscattering. The multilayer canopy configuration improves the estimate accuracy over that from a crown-trunk layer model, as in the older version of MIMICS.
Keywords
forestry; microwave imaging; radar cross-sections; radiative transfer; remote sensing by radar; synthetic aperture radar; vegetation mapping; AIRSAR data; Australia; Michigan Microwave Canopy Scattering model; SAR measurement; canopy composition effect; central Queensland; crown-trunk canopy model; ground measurement; ground truth data; layer interaction; microwave backscattering simulation; multilayer MIMICS; multilayer canopy configuration; nonuniform forest canopy; polarimetric backscattering; radiative transfer equation; synthetic aperture radar; woodland/forest study area; Backscatter; Collaboration; Dielectric constant; Equations; Needles; Nonhomogeneous media; Remote monitoring; Rough surfaces; Scattering; Surface roughness;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Print_ISBN
0-7803-8742-2
Type
conf
DOI
10.1109/IGARSS.2004.1368584
Filename
1368584
Link To Document