WEP.P15.5

SPATIAL DOWNSCALING OF SENTINEL 2 LEAF AREA INDEX USING ACTIVE LEARNING REGULARIZATION

Richard Fernandes, Gang Hong, Kate Harvey, Francis Canisius, Lixin Sun, Government of Canada, Canada
Session:
WEP.P15: Bio-physical and Bociological Parameter Estimation via Machine Learning Poster
Track:
AI and Big Data
Location:
Poster Area 15
Presentation Time:
Wed, 19 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Kiana Zolfaghari, University of Waterloo
Session Managers:
Ge Jiang and HUMAIRA SANAM and Ayoti Banerjee and Srashti Singh
Presentation
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Discussion
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Resources
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Session WEP.P15
WEP.P15.1: TOPSOIL ORGANIC CARBON ESTIMATIONS IN GREECE VIA DEEP LEARNING AND OPEN EARTH OBSERVATION DATA
Stylianos Kokkas, Konstantinos Karyotis, Nikiforos Samarinas, Aristotle University of Thessaloniki, Greece; Nikolaos Tsakiridis, Interbalkan Environment Center, Greece; Nikolaos Tziolas, University of Florida, United States; George Zalidis, Aristotle University of Thessaloniki, Greece
WEP.P15.2: ROOFTOP SURFACES AND TYPES IDENTIFICATION USING VHR SATELLITE IMAGES FOR ELECTRIFICATION POTENTIEL IN AFRICA
Ferdaous Chaabane, Safa Réjichi, SUP’COM, Carthage University, Tunisia; Florence Tupin, Telecom Paris - LTCI _ Institut Polytechnique de Paris, France
WEP.P15.3: DETECTION AND ANALYSIS OF PHALAENOPSIS FUSARIUM WILT USING MACHINE LEARNING
Kai-Chun Chang, Shao-An Chou, Min-Shao Shih, National Chung Hsing University, Taiwan; Tsang-Sen Liu, Council of Agriculture, Taiwan; Yen-Chieh Ouyang, National Chung Hsing University, Taiwan; Chein-I Chang, University of Maryland, Baltimore County, Taiwan; Shao-Ting Chen, National Chung Hsing University, Taiwan
WEP.P15.4: DEEP LEARNING-BASED ESTIMATION OF PHYTOPLANKTON PIGMENTS DISTRIBUTION FROM SATELLITE REMOTE SENSING
Yi Yang, Xiaolong Li, Xiaofeng Li, Institute of Oceanology, Chinese Academy of Sciences, China
WEP.P15.5: SPATIAL DOWNSCALING OF SENTINEL 2 LEAF AREA INDEX USING ACTIVE LEARNING REGULARIZATION
Richard Fernandes, Gang Hong, Kate Harvey, Francis Canisius, Lixin Sun, Government of Canada, Canada
WEP.P15.6: FINE-GRAINED PROPERTY VALUE ASSESSMENT USING PROBABILISTIC DISAGGREGATION
Cohen Archbold, University of Kentucky, United States; Benjamin Brodie, Blue Halo, United States; Aram Ansary Ogholbake, University of Kentucky, United States; Nathan Jacobs, Washington University, United States
WEP.P15.7: ESTIMATION OF SEAMLESS 30M VEGETATION BIOPHYSICAL VARIABLES FROM LANDSAT DATA USING A DEEP LEARNING APPROACH
Han Ma, shunlin liang, The University of Hong Kong, China; Tao He, Wuhan University, China
WEP.P15.8: TEMPORAL VARIATION OF THRESHOLD SEGMENTATION-BASED MANGROVE MAPPING INDICES IN KARIMUNJAWA-KEMUJAN ISLANDS WITH SENTINEL IMAGES
Cristan Dave Zablan, Ariel Blanco, University of the Philippines Diliman, Philippines; Kazuo Nadaoka, Tokyo Institute of Technology, Japan
Resources
No resources available.