WEP.P15: Bio-physical and Bociological Parameter Estimation via Machine Learning
Wed, 19 Jul, 14:15 - 15:45 Pacific Time (UTC -7)
Location: Poster Area 15
Session Type: Poster
Session Chair: Kiana Zolfaghari, University of Waterloo
Track: AI and Big Data

WEP.P15.1: TOPSOIL ORGANIC CARBON ESTIMATIONS IN GREECE VIA DEEP LEARNING AND OPEN EARTH OBSERVATION DATA
Stylianos Kokkas, Konstantinos Karyotis, Nikiforos Samarinas, George Zalidis, Aristotle University of Thessaloniki, Greece; Nikolaos Tsakiridis, Interbalkan Environment Center, Greece; Nikolaos Tziolas, University of Florida, United States

WEP.P15.3: 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.P15.4: A MACHINE LEARNING APPROACH FOR HIGH RESOLUTION FRACTIONAL VEGETATION COVER ESTIMATION USING PLANET CUBESAT AND RGB DRONE DATA FUSION
Jacob Nesslage, Brittany Lopez Barreto, Adam Weingram, Erin Hestir, University of California, Merced, United States

WEP.P15.5: DETECTION AND ANALYSIS OF PHALAENOPSIS FUSARIUM WILT USING MACHINE LEARNING
Kai-Chun Chang, Shao-An Chou, Min-Shao Shih, Yen-Chieh Ouyang, Shao-Ting Chen, National Chung Hsing University, Taiwan; Tsang-Sen Liu, Council of Agriculture, Taiwan; Chein-I Chang, University of Maryland, Baltimore County, Taiwan

WEP.P15.6: 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.P15.7: 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.P15.9: FINE-GRAINED PROPERTY VALUE ASSESSMENT USING PROBABILISTIC DISAGGREGATION
Cohen Archbold, Aram Ansary Ogholbake, University of Kentucky, United States; Benjamin Brodie, Blue Halo, United States; Nathan Jacobs, Washington University, United States

WEP.P15.10: 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.P15.11: 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