THP1.PA: Give Earth a Chance: AI Algorithms for Environmental Monitoring I
Thursday, 7 August, 09:15 - 10:30
Location: Plaza Ballroom: Poster Area A
Session Type: Poster
Session Co-Chairs: Jakub Nalepa, KP Labs / Silesian University of Technology and Agata M. Wijata, KP Labs / Silesian University of Technology
Track: Community-Contributed Sessions
Plaza Ballroom: Poster Area A

THP1.PA.1: DETECTING METHANE IN SATELLITE IMAGES USING DEEP ENSEMBLES

Karol Zieba, Jakub Nalepa, Agata M. Wijata, KP Labs / Silesian University of Technology, Poland
Plaza Ballroom: Poster Area A

THP1.PA.2: A LONG-TERM GLOBAL HIGH RESOLUTION XCO2 PRODUCT USING MULTI-SOURCE DATA AND MACHINE LEARNING

Soomin Hwang, Hyunyoung Choi, Yoojin Kang, Jungho Im, Ulsan National Institute of Science and Technology, Korea (South)
Plaza Ballroom: Poster Area A

THP1.PA.3: Mapping N₂O Emission Hotspots in Canadian Prairie Croplands: A Focus on Rule-Based Scenarios as base modelling architectural framework for a Hierarchical Classification Model

Kwabena Nketia, Thuan Ha, Hansanee Fernando, Sarah van Steenbergen, Richard Farrell, Preston Sorenson, Steve Shirtliffe, University of Saskatchewan, Canada
Plaza Ballroom: Poster Area A

THP1.PA.4: APPLICATION OF ARTIFICIAL INTELLIGENCE DEEP LEARNING ALGORITHMS COMBINED WITH IMAGE EDGE DETECTION TECHNIQUES IN TYPHOON INTENSITY ESTIMATION RESEARCH

Chung-Chih Liu, Minghsin University of Science and Technology, Taiwan; Liang-De Chen, Gin-Rong Liu, Yi-Chung Yang, National Central University, Taiwan
Plaza Ballroom: Poster Area A

THP1.PA.5: IMPROVING AIR QUALITY DATA BY TREATING MISSING VALUES WITH MACHINE LEARNING AND SPATIOTEMPORAL COVARIATES

Manoj Varma Datla, Subhojit Mandal, Mainak Thakur, Indian Institute of Information Technology Sri City, India
Plaza Ballroom: Poster Area A

THP1.PA.6: Geotechnical characterisation of coal spoil piles using high-resolution optical and multispectral data: A machine learning approach

Sureka Thiruchittampalam, University of Moratuwa, Sri Lanka; Bikram Banerjee, University of Southern Queensland, Australia; Nancy Glenn, Boise State University, United States; Simit Raval, University of New South Wales, Australia
Plaza Ballroom: Poster Area A

THP1.PA.7: AI-DRIVEN EXPLAINABLE FRAMEWORK FOR ADVANCED HYDROLOGICAL INSIGHTS IN AUSTRALIA'S GREAT ARTESIAN BASIN USING REMOTE SENSING DATA

Ritu Tanwar, Amity University, India; Pankaj R. Kaushik, WSP Australia, Australia; Christopher E. Ndehedehe, Griffith University, Australia
Plaza Ballroom: Poster Area A

THP1.PA.8: Bushfire Progression Monitoring in Australia with Deep Learning on Sentinel-1 SAR Data

Lachlan Drake, University of Newcastle, Australia
Plaza Ballroom: Poster Area A

THP1.PA.9: ComeonBoardPSG! How to empower PRISMA Second Generation high temperature events identification with on board Deep learning approach.

Stefania Amici, Filippo Sarvia, National Institute of Geophysics and Volcanology, Italy; Angela Cratere, Polytechnic University of Bari, Italy; Ilaria Cannizzaro, Mark Anthony De Lunas De Guzman, School of Aerospace Engineering, Sapienza University of Rome, Italy; Andrea Carbone, Sapienza University of Rome, Italy; Luigi Ansalone, Matteo Picchiani, Italian Space Agency, Italy; Dario Spiller, School of Aerospace Engineering, Sapienza University of Rome, Italy
Plaza Ballroom: Poster Area A

THP1.PA.10: NOVEL DEEP LEARNING MODELS FOR ANALYZING SPECTRAL SIGNATURES OF MARINE POLLUTION

José Luis de León Carmona, Rogelio Hasimoto Beltran, Manuel Arturo Suarez Améndola, José Daniel Foronda Ortiz, Center for Research in Mathematics, Mexico
Plaza Ballroom: Poster Area A

THP1.PA.11: MACHINE LEARNING-BASED REMOTE SENSING INVERSION OF URBAN RIVER WATER QUALITY: A CASE STUDY IN SHANGHAI

Zixuan Teng, Xiangyang Sun, Shanghai University, China; Zezhong Zheng, University of Electronic Science and Technology of China, China; Tengfei Yuan, Wei Xu, Shanghai University, China