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 |
| 11:10 - 11:30 |
| 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 |
| 11:30 - 11:50 |
| 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 |
| 11:50 - 12:10 |
| 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 |
| 12:10 - 12:30 |
| 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 |
| 12:30 - 12:50 |
| 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 |
