Paper Info
Title
Hyperspectral-derived indices for soil moisture estimation at very high resolution
Abstract
Hyperspectral indices from the Compact Airborne Spectrographic Imager (CASI 550), together with land surface temperatures from the Thermal Airborne Spectrographic Imager (TASI 600) and brightness temperatures from a L-band radiometer were combined in a semi-empirical model to obtain soil moisture at very high spatial resolution (3.5 m). The airborne imagery was acquired in an experiment performed over the Soil Moisture Measurement Stations Network of the University of Salamanca (REMEDHUS) in 2012, including intensive field measurements. The feasibility of the hyperspectral optical bands from CASI acting as soil moisture proxy is tested through the cross-correlation between every possible two-CASI bands combination and in situ soil moisture. Next, the potential of combining the selected hyperspectral indices with thermal and microwave observations for soil moisture mapping is explored, synergistically with thermal and microwave observations, for obtaining soil moisture.
Year
DOI
Venue
2014
10.1109/IGARSS.2014.6947082
Geoscience and Remote Sensing Symposium
Keywords
DocType
ISSN
moisture,remote sensing,soil,AD 2012,CASI 550,CASI bands,Compact Airborne Spectrographic Imager,L-band radiometer,REMEDHUS,Soil Moisture Measurement Stations Network,TASI 600,Thermal Airborne Spectrographic Imager,University of Salamanca,airborne imagery,brightness temperatures,hyperspectral optical bands,hyperspectral-derived index,land surface temperatures,microwave observations,soil moisture estimation,soil moisture proxy,thermal observations,Hyperspectral indices,brightness temperature,land surface temperature,soil moisture
Conference
2153-6996
Citations 
PageRank 
References 
0
0.34
0
Authors
7
Name
Order
Citations
PageRank
Nilda Sánchez18512.66
Jose Martinez-Fernandez214220.55
Maria Piles320028.38
Adriano Camps41050218.43
Mercè Vall-Llossera540963.35
Albert Aguasca624438.92
Martinez-Fernandez, J.710.85