Title :
Mapping and monitoring clear-cuts in Swedish forest using ALOS PALSAR satellite images
Author :
Pantze, Andreas ; Krantz, Anders H. ; Fransson, Johan E S ; Olsson, Håkan ; Santoro, Maurizio ; Eriksson, Leif E B ; Ulander, Lars M H
Author_Institution :
Dept. of Forest Resource Manage., Swedish Univ. of Agric. Sci., Umea, Sweden
Abstract :
This study presents results for observing forest changes in Sweden using multi-temporal L-band satellite data and is a part of the JAXA´s ALOS Kyoto and Carbon Initiative. An extensive dataset of images acquired by the Advanced Land Observing Satellite Phased Array type L-band Synthetic Aperture Radar (ALOS PALSAR) is investigated for clear-cut detection in boreal forests in northern Sweden (Lat. 64°14´ N, Long. 19°50´ E). Strong forest/non-forest contrast and temporal consistency were found for the Fine Beam Dual HV-polanzed backscatter during unfrozen conditions. Thus, a simple thresholding algorithm that exploits the temporal consistency of pair-wise HV-backscatter measurements has been developed for clear-cut detection. When applied to an image pair acquired during favorable weather conditions, the detection algorithm identified 76% of the clear-cut pixels within a reference layer, with zero erroneously detected pixels. With further refinement the developed methodology can be an option to present operational alternatives for clear-cut detection.
Keywords :
remote sensing by radar; synthetic aperture radar; vegetation mapping; ALOS PALSAR satellite images; Fine Beam Dual HV-polanzed backscatter; JAXA ALOS Kyoto; Sweden; Swedish forest mapping; advanced land observing satellite phased array type L-band synthetic aperture radar; clear-cut detection; deforestation; multitemporal L-band satellite data; northern Sweden boreal forests; Backscatter; Detection algorithms; L-band; Monitoring; Phase detection; Phased arrays; Pixel; Radar detection; Satellites; Synthetic aperture radar; L-band; SAR; change detection; clear-cut; deforestation; radar;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5417826