Abstract
The Global Rain Forest Mapping Project (GRFM) is
an international collaborative effort initiated and managed by the
National Space Development Agency of Japan (NASDA). The main goal of the
project is to produce a high resolution wall-to-wall map of the entire
tropical rain forest domain in four continents using the L-band SAR
onboard the JERS-1 spacecraft. The processing phase, which entails the
generation of wide area radar mosaics from the raw SAR data, was split
according to the geographic area. In this paper, the focus is on the
part related to Africa. The GRFM project's goal calls for the coverage
of a continental scale area of several million km2 using a sensor
with the resolution of tens of meters. In the case of the African
continent, this entails the assemblage of some 3900 high resolution SAR
scenes into a bitemporal mosaic at 100 m pixel spacing and with known
geometric accuracy. While this fact opens up an entire new perspective
for vegetation mapping in the tropics, it presents a number of technical
challenge. The authors report on the solutions adopted in the GRFM
Africa mosaic development and discuss some quantitative and qualitative
aspects related to the characterization and validation of the GRFM
products. In particular, the mosaic geolocation and its validation are
discussed in detail. Indeed, the internal geometric consistency
(subpixel accuracy in the coregistration of the two dates), and the
absolute geolocation (residual mean squared error of 240 m with respect
to ground control points) are key features of the GRFM Africa mosaic.
Original language | English |
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Pages (from-to) | 2218 - 2233 |
Number of pages | 16 |
Journal | IEEE Transactions on Geoscience and Remote Sensing |
Volume | 38 |
Issue number | 5 |
DOIs | |
Publication status | Published - 2000 |
MoE publication type | A1 Journal article-refereed |