Title :
The variability of satellite derived surface BRDF shape over Australia from 2001 to 2011
Author :
Fuqin Li ; Jupp, David L. B. ; Thankappan, Medhavy ; Paget, Matt ; Lewis, Andrew ; Held, Arne
Author_Institution :
Nat. Earth Obs. Group, Geosci. Australia, Canberra, ACT, Australia
Abstract :
The intra- and inter-annual variability of surface bidirectional reflectance distribution function (BRDF) in Australia has been analyzed using 11 years (2001-2011) of MODIS BRDF data. A statistic called here Root Mean Square (RMS) was used as a BRDF shape indicator to represent the overall BRDF shape and an Australian vegetation structure map was used to separate the different BRDF shape patterns by structure. The results show that the intra-annual variation of BRDF shape is stronger than the inter-annual variation although it is not clear yet whether the variation is related more to climate patterns or to vegetation structure (height and cover) or landcover class. However, BRDF shape patterns have strong similarity with vegetation structure classes. There is strong correlation between RMS and the Normalized Difference Vegetation Index (NDVI) at annual scale within structural classes indicating good relationship between BRDF and annual changes in cover within the classes.
Keywords :
land cover; mean square error methods; reflectivity; remote sensing; vegetation; AD 2001 to 2011; Australian vegetation structure map; BRDF shape indicator; MODIS BRDF data; NDVI; Normalized Difference Vegetation Index; RMS; Root Mean Square; climate patterns; interannual variability; intraannual variability; land cover class; satellite derived surface BRDF shape variability; surface bidirectional reflectance distribution function; vegetation structure classes; Australia; MODIS; Meteorology; Remote sensing; Satellites; Shape; Vegetation mapping; BRDF shape indicator; MODIS; variability;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6721140