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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TU3.O-17.4

DENOISING HYPERSPECTRAL FIELD SPECTRA OF VEGETATION WITH A PROSAIL-FED DENOISING AUTOENCODER

Zihua Wu, Qiming Qin, Peking University, China
Session:
High Resolution Agricultural Applications using Fluorescence/Hyperspectral Data
Track:
Land Applications
Presentation Time:
Tue, 13 Jul, 13:10-13:25 (UTC)
Tue, 13 Jul, 15:10-15:25 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 21:10-21:25 China Standard Time (UTC +8)
Tue, 13 Jul, 09:10-09:25 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Vineet Kumar, Delft University of Technology and Sathishkumar Samiappan, Assistant Research Professor
Session Manager:
Vaibhav Rajan
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Session TU3.O-17
TU3.O-17.1: COMPARING THE RETRIEVAL OF CHLOROPHYLL FLUORESCENCE FROM TWO AIRBORNE HYPERSPECTRAL IMAGERS WITH DIFFERENT SPECTRAL RESOLUTIONS FOR PLANT PHENOTYPING STUDIES
Anirudh Belwalkar, Tomas Poblete, Andrew Longmire, University of Melbourne, Australia; Alberto Hornero, Swansea University, Consejo Superior de Investigaciones Científicas, United Kingdom; Pablo Zarco-Tejada, University of Melbourne, Consejo Superior de Investigaciones Científicas, Australia
TU3.O-17.2: EARLY DETECTION OF ROOT-KNOT NEMATODE (Meloidogyne incognita) INFESTATION IN COTTON USING HYPERSPECTRAL DATA
Sathishkumar Samiappan, Raju Beemanahalli, Assistant Research Professor, United States; Meilun Zhou, Research Associate, United States; John Brooks, Martin Wubben, USDA Agricultural Research Service, United States
TU3.O-17.3: ASSESSING THE CONTRIBUTION OF AIRBORNE-RETRIEVED CHLOROPHYLL FLUORESCENCE FOR NITROGEN ASSESSMENT IN ALMOND ORCHARDS
Yue Wang, Lola Suarez, University of Melbourne, Australia; Xiaojin Qian, Chinese Academy of Sciences, China; Tomas Poblete, University of Melbourne, Australia; Victoria Gonzalez-Dugo, Consejo Superior de Investigaciones Cientificas (CSIC), Spain; Dongryeol Ryu, Pablo J. Zarco-Tejada, University of Melbourne, Australia
TU3.O-17.4: DENOISING HYPERSPECTRAL FIELD SPECTRA OF VEGETATION WITH A PROSAIL-FED DENOISING AUTOENCODER
Zihua Wu, Qiming Qin, Peking University, China
TU3.O-17.5: Response of bean (Phaseolus vulgaris L.) to elevated [CO2] in yield, biomass and chlorophyll fluorescence
Juan Quirós-Vargas, Forschungszentrum Jülich, Germany; Rafael Diogo Caldeira, Universidade Católica Portuguesa, Portugal; Nicolas Zendonadi dos Santos, Lars Zimmermann, Bastian Siegmann, Forschungszentrum Jülich, Germany; Thorsten Kraska, University of Bonn, Germany; Marta W. Vasconcelos, Universidade Católica Portuguesa, Portugal; Uwe Rascher, Onno Muller, Forschungszentrum Jülich, Germany
TU3.O-17.6: LAI MODELING IN DEGRADED MEDITERRANEAN RAINFED CULTIVATED CROP LINKED WITH SOIL EROSION STAGES BASED ON VNIR-SWIR HYPERSPECTRAL DATA
Robert Milewski, Helmholtz Centre Potsdam, GFZ German Research Centre for Geosciences, Germany; Thomas Schmid, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas, Spain; Sabine Chabrillat, Helmholtz Centre Potsdam, GFZ German Research Centre for Geosciences, Germany

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