2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

WE2.R17.4

VINEYARD CLASSIFICATION USING MACHINE LEARNING TECHNIQUES APPLIED TO RGB-UAV IMAGERY

Luís Pádua, Telmo Adão, Jonas Hruska, Nathalie Guimarães, Pedro Marques, Emanuel Peres, Joaquim J. Sousa, University of Trás-os-Montes e Alto Douro, Portugal
Session:
UAV and Airborne Platforms Applications I
Track:
Mission, Sensors and Calibration
Presentation Time:
Wed, 30 Sep, 15:00-15:10 (UTC)
Wed, 30 Sep, 23:00-23:10 China Standard Time (UTC +8)
Wed, 30 Sep, 17:00-17:10 Central Europe Summer Time (UTC +2)
Wed, 30 Sep, 08:00-08:10 Pacific Daylight Time (UTC -7)
Session Co-Chairs:
Gordon Farquharson, University of Washington and Farid Melgani, Univ. Trento
Session Manager:
Mrinmoy Dhara

Presentation

Discussion

Resources

Session

WE2.R17.1: Use Of Drones And Satellite Images To Assess The Health Of Date Palm Trees
Yaseen Al-Mulla, Yaseen Al-Mulla, Sultan Qaboos University, Oman
WE2.R17.2: Volunteered remote sensing using handheld cameras in a passenger aircraft
Chisheng Wang, Yongquan Wang, Zhongwen Hu, Shenzhen University, China; Peng Liu, Southern University of Science and Technology, China
WE2.R17.3: RESEARCH ON MECHANISM AND PROCESS OF THE SHUICHENG LANDSLIDE IN GUIZHOU BASED ON UAV IMAGES
Qisong Jiao, Wenliang Jiang, Qiang Li, Institute of Crustal Dynamics, China Earthquake Administration, China
WE2.R17.4: VINEYARD CLASSIFICATION USING MACHINE LEARNING TECHNIQUES APPLIED TO RGB-UAV IMAGERY
Luís Pádua, Telmo Adão, Jonas Hruska, Nathalie Guimarães, Pedro Marques, Emanuel Peres, Joaquim J. Sousa, University of Trás-os-Montes e Alto Douro, Portugal
WE2.R17.5: IMAGE ANALYSIS OF A SEA TURTLE NESTING BEACH USING UNMANNED AERIAL VEHICLES (UAVs)
Jonathan G. Escobar-Flores, IPN, Mexico; Sarahi Sandoval, IPN CONACYT, Mexico; Ingmar Sosa-Cornejo, Universidad Autonoma de Sinaloa, Mexico
WE2.R17.6: High-resolution uav mapping for investigating eelgrass beds along the west coast of north america
Bo Yang, Timothy Hawthorne, Hunter Searson, Univerisity of Central Florida, United States; Emmett Duffy, Smithsonian Institution, United States
WE2.R17.7: DUCK NEST DETECTION THROUGH REMOTE SENSING
Matthew Helvey, Rochester Institute of Technology, United States; Mason Ryckman, Susan Ellis-Felege, University of North Dakota, United States; Jan Van Aardt, Carl Salvagio, Rochester Institute of Technology, United States
WE2.R17.8: DETECTION OF SUB-PIXEL PLASTIC ABUNDANCE ON WATER SURFACES USING AIRBORNE IMAGING SPECTROSCOPY
Andreas Hueni, Sonja Bertschi, University of Zurich, Switzerland
WE2.R17.9: PLASTIC LITTER PROJECT 2019: EXPLORING THE DETECTION OF FLOATING PLASTIC LITTER USING DRONES AND SENTINEL 2 SATELLITE IMAGES
Konstantinos Topouzelis, Dimitris Papageorgiou, Alexandros Karagaitanakis, Apostolos Papakonstantinou, Department of Marine Sciences, University of the Aegean, Greece; Manuel Arias Ballesteros, ARGANS, France
WE2.R17.10: CO-OBSERVATION AND ANALYSIS OF UAV AND MULTISPECTRAL REMOTE SENSING
Yishan Sun, Lei Li, Xiaojie Li, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, China
WE2.R17.11: IMPLEMENTING DRONE MAPPING ALONG THE US WEST COAST FOR EELGRASS MEADOW EXTENT AND DYNAMICS
Hunter Searson, Bo Yang, Timothy Hawthorne, University of Central Florida, United States
WE2.R17.12: CURRENT STATUS OF NEON'S AOP
Tristan Goulden, Bridget Hass, John Musinsky, Alok Shrestha, National Ecological Observatory Network, Battelle, United States