TU3.R6: Estimating Crop Productivity and Yields
Tue, 9 Jul, 14:40 - 16:20
Location: Skalkotas Hall
Session Type: Oral
Session Co-Chairs: Hansanee Fernando, and Alejandro Monsivais Huertero,
Track: Land Applications
Tue, 9 Jul, 14:40 - 14:54

TU3.R6.1: AN OPERATIONAL APPROACH TO LARGE-SCALE CROP YIELD PREDICTION WITH SPATIO-TEMPORAL MACHINE LEARNING MODELS
Patrick Helber, Benjamin Bischke, Carolin Packbier, Peter Habelitz, Florian Seefeldt, Vision Impulse GmbH, Germany
Tue, 9 Jul, 14:54 - 15:08

TU3.R6.2: RAPID DETECTION OF GRAPEVINE VIRAL DISEASE WITH HIGH-RESOLUTION HYPERSPECTRAL REMOTE SENSING TECHNOLOGY
Yeniu Mickey Wang, CSIRO, Australia; Vinay Pagay, The University of Adelaide, Australia
Tue, 9 Jul, 15:08 - 15:22

TU3.R6.3: MULTI-MODAL FUSION METHODS WITH LOCAL NEIGHBORHOOD INFORMATION FOR CROP YIELD PREDICTION AT FIELD AND SUBFIELD LEVELS
Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel, DFKI, Germany
Tue, 9 Jul, 15:22 - 15:36

TU3.R6.4: COMBINING MULTISPECTRAL DATA FROM UNMANNED AERIAL SYSTEM AND SENTINEL-2 FOR KIWIFRUIT AND COTTON MONITORING AND YIELD ASSESSMENT
Emmanouil Psomiadis, Christos Toubaridis, Marilou Avramidou, Agricultural University of Athens, Greece
Tue, 9 Jul, 15:36 - 15:50

TU3.R6.5: DEEP HIERARCHICAL TEMPORAL DATA FUSION IMPROVES YIELD ESTIMATION UNDER EXTREME CLIMATE STRESS
Xingguo Xiong, College of Biosystems Engineering and Food Science, Zhejiang University, China; Renhai Zhong, Institute of Applied Remote Sensing and Information Technology, Zhejiang University, China; Qiyu Tian, Tao Lin, College of Biosystems Engineering and Food Science, Zhejiang University, China
Tue, 9 Jul, 15:50 - 16:04

TU3.R6.6: OPTIMIZING CROP YIELD PREDICTION: INTER-DATED VEGETATION INDICES & AUTOML ENSEMBLES IN PROCESSING TOMATO CROP
Nicoleta Darra, Borja Espejo Garcia, Emmanouil Psomiadis, Spyros Fountas, Agricultural University of Athens, Greece
Tue, 9 Jul, 16:04 - 16:18

TU3.R6.7: SATELLITE DETECTION OF INTER-ROW MANAGEMENT PRACTICES IN A NORTH-ITALY VINEYARD: PRELIMINARY RESULTS
Cristian Garau, David Marzi, Massimiliano Bordoni, Fabio Dell'Acqua, Università di Pavia, Italy