Title :
Spatio-temporal distribution of forest fires and vegetation recovery in the Northeast of China
Author :
Yi, Kunpeng ; Tani, Hiroshi ; Wang, Xiufeng ; Guo, Meng ; Zhon, Guosheng
Author_Institution :
Grad. Sch. of Agric., Hokkaido Univ., Sapporo, Japan
Abstract :
Post-fire vegetation can be monitored and analyzed over large areas in a time- and cost-effective manner by using satellite sensor imagery in combination with spatial analysis as provided by Geographical Information Systems (GIS). In this study, spatio-temporal distribution dynamics of burned area in the Northeast of China were analyzed by using a time series of MODIS Burned Area Product (MCD45) data from 2000 to 2010. The forest area damage caused by a large fire which occurred in the northeast of china, in May 1987 was also analyzed as a case study using Landsat TM/ETM+ images. Digital image processing methods, such as spectral profile analysis, vegetation indices and burn severity classification, were applied to the satellite images acquired before and after the forest fire. The inter-annual vegetation dynamic before, after fire events shows that vegetation recovery is a slow process, even after 23 years, some low-severely burned areas still exist in the maps.
Keywords :
geographic information systems; remote sensing; vegetation; AD 1987 05; AD 2000 to 2010; China; Landsat TM-TM+ images; MCD45 data; MODIS Burned Area Product; burn severity classification; burned area; digital image processing methods; forest fires; geographical information systems; inter-annual vegetation dynamic; post-fire vegetation; satellite sensor imagery; spatio-temporal distribution dynamics; spectral profile analysis; vegetation recovery; Earth; Fires; Indexes; Reflectivity; Remote sensing; Satellites; Vegetation mapping; MCD45; NBR; burn severity; forest fire; vegetation recovery;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6352730