TUP.P18.3

UTILIZING TRANSFER LEARNING WITH ARTIFICIAL INTELLIGENCE FOR SCALING-UP LICHEN COVERAGE MAPS

Galen Richardson, Anders Knudby, University of Ottawa, Canada; Wenjun Chen, Natural Resources Canada, Canada
Session:
TUP.P18: Forest and Vegetation Mapping Through Machine Learning Methods I Poster
Track:
Land Applications
Location:
Poster Area 18
Presentation Time:
Tue, 18 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Joan Francesc Munoz-Martin, Jet Propulsion Laboratory / California Institute of Technology
Session Managers:
Ge Jiang and Lanying Wang and Ayoti Banerjee and Shubham Awasthi
Presentation
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Discussion
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Resources
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Session TUP.P18
TUP.P18.1: EARLY VALIDATION OF A LIVE FUEL MOISTURE CONTENT PRODUCT BASED ON SENTINEL-2 AND SENTINEL-3 IMAGES
Valerio Pampanoni, Giovanni Laneve, Sapienza University, Italy; Domingos Xavier Viegas, Daniela Alves, Luis Mario Ribeiro, University of Coimbra, Portugal; Grazia Pellizzaro, Valentina Bacciu, Andrea Ventura, National Research Council of Italy, Italy
TUP.P18.2: LAI TIME SERIES RECONSTRUCTION FROM SENTINEL-2 IMAGERY USING VEGETATION GROWING PHENOLOGY FEATURE
Naijie Peng, Siqi Yang, Yunzhu Tao, Dechao Zhai, Wenjie Fan, Peking University, China; Qiang Liu, Beijing Normal University, China
TUP.P18.3: UTILIZING TRANSFER LEARNING WITH ARTIFICIAL INTELLIGENCE FOR SCALING-UP LICHEN COVERAGE MAPS
Galen Richardson, Anders Knudby, University of Ottawa, Canada; Wenjun Chen, Natural Resources Canada, Canada
TUP.P18.4: STUDY OF THE TRANSFERABILITY OF RFR-BASED AND CNN-BASED ALGORITHMS FOR CANOPY HEIGHT PREDICTION FROM SENTINEL-2 IMAGES
Xiaobo Liu, Rakesh Mishra, Yun Zhang, University of New Brunswick, Canada
TUP.P18.5: 1D-CNN FOR LAND COVER CLASSIFICATION OF SENTINEL-3 ALTIMETRY WAVEFORMS USING ADDITIONAL FEATURES
Maximilian Eitel, Michael Schmitt, Universität der Bundeswehr Munich, Germany
TUP.P18.6: CLASSIFICATION OF BAMBOO AND EVERGREEN JAPANESE BAY TREES FROM COASTAL SANRIKU FORESTS OF NORTHERN JAPAN
Chinatsu YONEZAWA, Tohoku University, Japan; Tomoki NARISAWA, Iwate University, Japan
TUP.P18.7: EVALUATING OF ESA-CCI LAND COVER DATA FOR USE IN THE CLASSIC LAND MODEL
Libo Wang, Climate Processes Section, Climate Research Division, Environment and Climate Change Canada, Canada; Vivek K. Arora, Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Canada; Paul Bartlett, Ed Chan, Climate Processes Section, Climate Research Division, Environment and Climate Change Canada, Canada; Salvatore R. Curasi, Department of Geography and Environmental Studies, Carleton University, Canada
Resources
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