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WE2.R4: Hyperspectral Techniques for Biophysical Parameter Estimation

Session Type: Oral
Time: Wednesday, July 25, 11:10 - 12:50
Location: Room 1C
Session Chair: Giuseppe Satalino, CNR-ISSIA
 
  WE2.R4.1: SIMULATION OF SPACEBORNE HYPERSPECTRAL REMOTE SENSING TO ASSIST CROP NITROGEN CONTENT MONITORING IN AGRICULTURAL CROPS
         Katja Berger; Ludwig-Maximilian University of Munich
         Zhihui Wang; University of Wisconsin–Madison
         Martin Danner; Ludwig-Maximilian University of Munich
         Matthias Wocher; Ludwig-Maximilian University of Munich
         Wolfram Mauser; Ludwig-Maximilian University of Munich
         Tobias Hank; Ludwig-Maximilian University of Munich
 
  WE2.R4.2: HYPERSPECTRAL RETRIEVAL OF CANOPY WATER CONTENT THROUGH INVERSION OF THE BEER-LAMBERT LAW
         Matthias Wocher; Ludwig-Maximilian University of Munich
         Katja Berger; Ludwig-Maximilian University of Munich
         Martin Danner; Ludwig-Maximilian University of Munich
         Wolfram Mauser; Ludwig-Maximilian University of Munich
         Tobias Hank; Ludwig-Maximilian University of Munich
 
  WE2.R4.3: DETERMINING UNCERTAINTY PREDICTION MAP OF COPPER CONCENTRATION IN PASTURE FROM HYPERSPECTRAL DATA USING QUNATILE REGRESSION FOREST
         Rajasheker Reddy Pullanagari; Massey University
         Gabor Kereszturi; Massey University
         Ian Yule; Massey University
         Matthew Irwin; Massey University
 
  WE2.R4.4: REMOTE ESTIMATION OF CANOPY WATER CONTENT IN DIFFERENT CROP TYPES WITH NEW HYPERSPECTRAL INDICES
         Nieves Pasqualotto; University of Valencia
         Jesús Delegido; University of Valencia
         Shari Van Wittenberghe; University of Valencia
         Jochem Verrelst; University of Valencia
         Juan Pablo Rivera-Caicedo; CONACYT-UAN
         José Moreno; University of Valencia
 
  WE2.R4.5: WEED CLASSIFICATION IN HYPERSPECTRAL REMOTE SENSING IMAGES VIA DEEP CONVOLUTIONAL NEURAL NETWORK
         Adnan Farooq Awan; University of New South Wales
         Jiankun Hu; University of New South Wales
         Xiuping Jia; University of New South Wales