IEEE IGARSS 2021 || Brussels, Belgium || July 12–14, 2021 • Physical

TH1.O-20: UAV and Close Sensing Applications I

Thu, 15 Jul, 08:30 - 10:00 (UTC)
Thu, 15 Jul, 10:30 - 12:00 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 16:30 - 18:00 China Standard Time (UTC +8)
Thu, 15 Jul, 04:30 - 06:00 Eastern Daylight Time (UTC -4)

Session Co-Chairs: Amir Behnamian, Physical Scientist/ Environment and Climate Change Canada and Liesbeth De Keukelaere , VITO

Session Manager: Eduard Khachatrian

Track: Special Themes

TH1.O-20.1: AUTOMATED UAS MEASUREMENTS OF REFLECTANCE AND SOLAR INDUCED FLORESCENCE (SIF) FOR ASSESSMENT OF THE DINAMICS IN PHOTOSYNTHETIC FUNCTION, APPLICATION FOR MAZE (ZEA MAYS L.) IN GREENBELT, MARYLAND, USA

Petya Campbell, University of Maryland Baltimore County, United States; Philip Townsend, University of Wisconsin, United States; Dan Mandl, James MacKinnon, NASA Goddard Space Flight Center, United States; Lawrence Ong, Science Systems and Applications, Inc., United States

TH1.O-20.2: RANDOM FOREST OUTPERFORMED CONVOLUTIONAL NEURAL NETWORKS FOR SHRUB WILLOW ABOVE GROUND BIOMASS ESTIMATION USING MULTI-SPECTRAL UAS IMAGERY

Haifa Tamiminia, Bahram Salehi, State University of New York, College of Environmental Science and Forestry (ESF), United States; Masoud Mahdianpari, C-CORE and Memorial University of Newfoundland, Canada; Colin M. Beier, Daniel J. Klimkowski, Timothy A. Volk, State University of New York, College of Environmental Science and Forestry (ESF), United States

TH1.O-20.3: MAPPING INVASIVE PHRAGMITES IN SENSITIVE WETLANDS USING UNMANNED AREIAL VEHICLE IMAGERY AND RANDOM FOREST MACHINE LEARNING

Morgan Hrynyk, Amir Behnamian, Sarah Banks, Taylor Harmer, Matt Giles, Lori White, Zhaohua Chen, Ryan Hamilton, Jon Pasher, Jason Duffe, Environment and Climate Change Canada, Canada

TH1.O-20.4: BRDF SAMPLING FROM HYPERSPECTRAL IMAGES: A PROOF OF CONCEPT

Juan M. Jurado, University of Jaén, Spain; Luís Pádua, Jonas Hruska, University of Trás-os-Montes e Alto Douro, Portugal; Roberto Jiménez, Francisco R. Feito, University of Jaén, Spain; Joaquim J. Sousa, Universidade de Trás-os-Montes e Alto Douro, Portugal

TH1.O-20.5: QUANTIFYING TROPICAL FOREST STAND STRUCTURE THROUGH TERRESTRIAL AND UAV LASER SCANNING FUSION

Louise Terryn, Kim Calders, Ghent University, Belgium; Harm Bartholomeus, Wageningen University, Netherlands; Renée Bartolo, Australian Government, Australia; Benjamin Brede, Wageningen University, Netherlands; Barbara D'hont, Ghent University, Belgium; Mathias Disney, University College London, United Kingdom; Martin Herold, Alvaro Lau, Wageningen University, Netherlands; Alexander Shenkin, University of Oxford, United Kingdom; Timothy Whiteside, Australian Government, Australia; Phil Wilkes, University College London, United Kingdom; Hans Verbeeck, Ghent University, Belgium

TH1.O-20.6: MULTI-SCALE ANALYSIS OF DEMs DERIVED FROM UNMANNED AERIAL VEHICLE (UAV) IN PRECISION AGRICULTURE CONTEXT

Abderrazak Bannari, Space-Pix Map, Canada; Ahmed Selouani, Geofly Society of Geomatics, Morocco; Mohamed El-Basri, GRND, Research center CERN2D, ENS - University Mohamed-V, Morocco; Hassan Rhinane, University Hassan II, Morocco; Abderrazak El-Harti, Abderrahman El-Ghmari, University Sultan Moulay Slimane, Morocco