Title :
Combining ENVISAT ASAR and spectral vegetation indices to evaluate grass properties in Otway, Australia
Author :
Xin Wang ; Xiaojing Li ; Linlin Ge
Author_Institution :
Sch. of Civil & Environ. Eng., Univ. of New South Wales, Sydney, NSW, Australia
Abstract :
SAR has advantage over optical due to its all-weather working ability and penetration capability. The sensitivity of ENVISAT ASAR HH backscatter to multiple pasture properties (particularly biomass) has been examined over pasture area in Otway, Australia. First of all, decision-tree classification was performed using two MODIS NDVI images to extract grass areas from the study area. Then, over the classified grass area, by relating ENVISAT ASAR HH dB to MODIS NDVI and M.I (soil moisture index, calculated from climate data), it has been proved that the incidence angle of 17° is better than 33° for ASAR HH to detect temporal changes of grass properties and soil moisture, with slightly higher sensitivity to grass biomass than soil moisture. With MODIS NDVI describing the whole study area as reference for specific paddock, Landsat TM was used to assist understanding SAR signal at paddock scale. It was found that HH dB is moderately correlated to the TM NDVI, NDWI and EVI, with priority over NDWI (plant water content).
Keywords :
geophysical image processing; image classification; remote sensing by radar; synthetic aperture radar; vegetation; Australia; ENVISAT ASAR HH backscatter; ENVISAT ASAR index; MODIS NDVI images; Otway; SAR signal; all-weather working ability; decision-tree classification; grass biomass; grass properties; multiple pasture properties; paddock scale; penetration capability; soil moisture; spectral vegetation index; Abstracts; Adaptive optics; Biomedical optical imaging; Earth; Optical filters; Remote sensing; Satellites; ENVISAT ASAR; MODIS; NDVI; NDWI; TM;
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.2013.6723515