Title :
Mapping and monitoring land cover in Corumbiara area, Brazilian Amazônia, using JERS-1 SAR multitemporal data
Author :
Shimabukuro, Yosio E. ; Almeida-Filho, Raimundo ; Kuplich, Tatiana M. ; De Freitas, Ramon M.
Author_Institution :
Inst. Nacional de Pesquisas Espaciais, Sao Jose dos Campos
Abstract :
This paper discusses the use of a JERS-1 synthetic aperture radar (SAR) time-series for mapping and monitoring land cover in a test site in the region of Corumbiara, Rondonia State, western Brazilian Amazonia. In order to support JERS-1 data analysis, land cover maps were obtained by digital classification of Landsat TM images acquired from 1993 to 1997 period, following a procedure based on image segmentation, unsupervised classification, and post-classification image edition. The comparison of these products with JERS-1 images shows that clean deforested areas are well identified presenting a low backscattering response as expected. However areas that have been cleared and even burned but with remaining forest material left on the ground present high backscattering response opposed to expected. Considering these observations and user interpretation expertise, JERS-1 SAR images can be used to map and monitor land cover changes in Amazonia.
Keywords :
geophysical signal processing; image classification; image segmentation; remote sensing by radar; synthetic aperture radar; vegetation mapping; AD 1993 to 1997; Brazilian Amazonia; Corumbiara area; JERS-1 SAR; Landsat TM images; backscattering; image segmentation; land cover mapping; land cover monitoring; post-classification image edition; synthetic aperture radar time-series data; unsupervised classification; Adaptive optics; Backscatter; Clouds; Image segmentation; Monitoring; Optical sensors; Remote sensing; Satellites; Synthetic aperture radar; Testing; Amazonia region; JERS-1 data; digital classification; land cover map; multitemporal analysis;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4423567