G. De Grandi et al., The Global Rain Forest Mapping Project JERS-1 radar mosaic of tropical Africa: Development and product characterization aspects, IEEE GEOSCI, 38(5), 2000, pp. 2218-2233
Citations number
28
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
The Global Rain Forest Mapping Project (GRFM) is an international collabora
tive effort initiated and managed by the National Space Development Agency
of Japan (NASDA), The main goal of the project is to produce a high resolut
ion wall-to-wall map of the entire tropical rain forest domain in four cont
inents using the L-band SAR onboard the JERS-1 spacecraft. The processing p
hase, 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 fo
cus is on the part related to Africa. The GRFM project's goal calls for the
coverage of a continental scale area of several million km(2) using a sens
or with the resolution of tens of meters. In the case of the African contin
ent, this entails the assemblage of some 3900 high resolution SAR scenes in
to a bitemporal mosaic at 100 m pixel spacing and with known geometric accu
racy. While this fact opens up an entire new perspective for vegetation map
ping in the tropics, it presents a number of technical challenges, In this
paper, we report on the solutions adopted in the GRFM Africa mosaic develop
ment and discuss some quantitative and qualitative aspects related to the c
haracterization and validation of the GRFM products. In particular, the mos
aic geolocation and its validation are discussed in detail. Indeed, the int
ernal geometric consistency (subpixel accuracy in the coregistration of the
two dates), and the absolute geolocation (residual mean squared error of 2
40 m with respect to ground control points) are key features of the GRFM Af
rica mosaic. Other important aspects that are discussed are the multiresolu
tion decomposition approach, which allows for tracking the evolution of nat
ural phenomena with scale; the internal semi-automatic radiometric calibrat
ion, which minimizes artifacts in the mosaic; and the thematic information
content for vegetation mapping, which is illustrated by a few examples elab
orated by visual interpretation, Experience gained so far indicates that th
e GRFM products constitute an important source of information for global en
vironmental studies.