Title :
Using MODIS and GLAS data to develop timber volume estimates in central Siberia
Author :
Ranson, K. Jon ; Nelson, Ross ; Kimes, Daniel ; Sun, Guoqing ; Kharuk, Vyatcheslav ; Montesano, Paul
Author_Institution :
NASA GSFC, Greenbelt
Abstract :
Mapping of boreal forest´s type, structure parameters and biomass are critical for understanding the boreal forest´s significance in the carbon cycle, its response to and impact on global climate change. The biggest deficiency of the existing ground based forest inventories is the uncertainty in the inventory data, particularly in remote areas of Siberia where sampling is sparse, lacking, and often decades old. Remote sensing methods can overcome these problems. In this study, we used the moderate resolution imaging spectroradiometer (MODIS) and unique waveform data of the geoscience laser altimeter system (GIAS) and produced a map of timber volume for a 10degx12deg area in Central Siberia. Using these methods, the mean timber volume for the forested area in the total study area was 203 m3/ ha. The new remote sensing methods used in this study provide a truly independent estimate of forest structure, which is not dependent on traditional ground forest inventory methods.
Keywords :
forestry; remote sensing by laser beam; remote sensing by radar; vegetation mapping; GLAS data; Geoscience Laser Altimeter System; MODIS data; Moderate Resolution Imaging Spectroradiometer; boreal forest biomass; boreal forest mapping; boreal forest structure parameters; central Siberia; remote sensing; timber volume estimation; Biomass; Extraterrestrial measurements; Geoscience; Laser radar; MODIS; NASA; Remote sensing; Sampling methods; Uncertainty; Vegetation mapping; Boreal Forest; ICESat/GLAS; MODIS; Siberia; forest inventory; forest structure; lidar; multispectral; timber volume;
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.2007.4423302