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IGARSS
2009
13 years 9 months ago
Spatially Adaptive Classification of Hyperspectral Data with Gaussian Processes
Automated classification of land cover types based on hyperspectral imagery often involves a large geographical area, but class labels are available for only small portions of the...
Goo Jun, Joydeep Ghosh
IGARSS
2009
13 years 9 months ago
Abundance Estimation of Spectrally Similar Minerals
This paper evaluates a spectral unmixing method for estimating the partial abundance of spectrally similar minerals in complex mixtures. The method requires formulation of a linea...
Pravesh Debba
IGARSS
2009
13 years 9 months ago
Developing a Neural-network-based "BRDF" Tool for the UAE Coastal and Inland Zones
The radiation reflected by any observed surface is highly dependent on both sun illumination and satellite observation angles. These two angles are also described, respectively, a...
Ali Al Suwaidi, Adnan Al Rais, Hosni Ghedira, Maro...
IGARSS
2009
13 years 9 months ago
SNORTEX (Snow Reflectance Transition Experiment): Remote Sensing Measurement of the Dynamic Properties of the Boreal Snow-forest
International Conference on Land Surface Radiation and Energy Budget SNORTEX (SNOW REFLECTANCE TRANSITION EXPERIMENT) REMOTE SENSING MEASUREMENT OF THE DYNAMIC PROPERTIES OF THE BO...
Jean-Louis Roujean, Terhikki Manninen, Anna Kontu,...
IGARSS
2009
13 years 9 months ago
Spectral Variability within Species and its Effects on Savanna Tree Species Discrimination
Differences in within-species phenology and structure driven by factors including topography, edaphic properties, and climatic variables present important challenges for species d...
Moses Azong Cho, Pravesh Debba, Renaud Mathieu, Bo...
IGARSS
2009
13 years 9 months ago
Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile
Kernel Principal Component Analysis (KPCA) is investigated for feature extraction from hyperspectral remotesensing data. Features extracted using KPCA are used to construct the Ex...
Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benedi...
IGARSS
2009
13 years 9 months ago
Inversion Algorithm for Estimating Radio Frequency Interference Characteristics based on Kurtosis Measurements
- An inversion algorithm is developed to recover power and duty-cycle of incoming Radio Frequency Interference (RFI) signals from kurtosis. The algorithm applies simulated annealin...
Sidharth Misra, Christopher Ruf
IGARSS
2009
13 years 9 months ago
The Medium Resolution Soil Moisture Dataset: Overview of the SHARE ESA DUE TIGER Project
To address the needs of the hydrological community for medium resolution soil moisture dataset an approach developed at the TU WIEN for the coarse resolution ERS/METOP datasets ha...
Marcela Doubkova, Annett Bartsch, Carsten Pathe, D...
ESIAT
2009
IEEE
13 years 9 months ago
Ocean Primary Production in China Shelf Sea Estimated with SeaWiFS and MODIS
Ocean primary production (OPP) is an important indicator of ocean ecological system. The spatial and temporal pattern of OPP is helpful for global climate change study. Remote sens...
Pifu Cong, Limei Qu, Zheng Niu