FRPB.PA.41

AI MAPPING SUB-HECTARE LAND COVER CHANGE IN SENEGAL: RESOLUTION IMPLICATIONS TO PERFORMANCE

Christopher Neigh, Margaret Wooten, Jordan Caraballo-Vega, Mark Carroll, NASA GSFC, United States; Nathan Thomas, Edge Hill University, United Kingdom; Molly Brown, University of Maryland, United Kingdom; Abdoul Aziz Diouf, Babacar Ndao, Centre de Suivi Ecologique, Senegal; Modou Mbaye, CERAAS, Senegal; Minh Tri Le, Konrad Wessels, George Mason University, United States
Session:
FRPB.PA: Data Analytics and AI Techniques in Remote Sensing I Poster
Track:
AI and Big Data
Location:
Poster Area 4: Trianti Balcony
Presentation Time:
Fri, 12 Jul, 16:20 - 17:20
Session Chair:
Jonathan Li, University of Waterloo
Presentation
Discussion
Resources
No resources available.
Session FRPB.PA
FRPB.PA.29: TREE-BASED APPROACH FOR VEGETATION MONITORING AND RISK ASSESSMENT ALONG POWERLINE USING HIGH RESOLUTION SATELLITE IMAGE
Ching Man Yung, Yu Zhao, Tomonori Yamamoto, Koichiro Yawata, Shinji Matsuda, Norihiko Moriwaki, Hitachi Limited, Japan
FRPB.PA.30: Miniaturized drifting buoy for sea surface monitoring and remote sensing calibration and validation tasks
Alexey Mironov, Lucas Charron, eOdyn, France
FRPB.PA.31: GEOSPATIAL INFRASTRUCTURE MANAGEMENT ECOSYSTEM ENABLED DISASTER RISK REDUCTION AND MANAGEMENT FOR A RESILIENT ENVIRONMENT
Saied Pirasteh, Huxiong Li, Xiuqing Wang, Zhaoxi Fang, Shaoxing Institute of Artificial Intelligence, Shaoxing University, China; Farhad Behnamfar, Rasoul Hajibagher, Mehdi Jokar, Ali Ghasemzadeh, Habibolah Zarbakhsh, Institute for Disaster Management (WIDM Inc.), GeoIME Inc. Mississauga, Canada, Canada; Jonathan Li, University of Waterloo, Canada
FRPB.PA.32: A Self-supervised Multiview Joint Pre-training Framework for Representation Learning in Sleep Staging
Le Yu, University of Science and Technology of China, China; Yizhen Jia, University of Electronic Science and Technology of China, China; Kaige Huai, University of Science and Technology of China, China; Xianchao Zhang, Key Laboratory of Medical Electronics and Digital Health of Zhejiang Province, China
FRPB.PA.33: DEMONSTRATIONS OF DIRECT-TO-SATELLITE IOT FOR EARTH OBSERVATION APPLICATIONS: REMOTE ROAD TRAFFIC MONITORING WITH IMAGING
Marcel Marin-de-Yzaguirre, Joan Pagès, Oscar Baselga, i2CAT Foundation, Spain; Anna Calveras, Universitat Politècnica de Catalunya, Spain; Pol Guixé, Joan Adria Ruiz-de-Azua, i2CAT Foundation, Spain
FRPB.PA.34: DIGITAL TWIN SMART MANAGEMENT OF FISHERY PORT USING 3D GEOGRAPHIC INFORMATION PLATFORM APPLICATION
Ming-Lung Li, National Center for High-performance Computing, Taiwan; Wen-Tzao Lin, Penghu County Government Public Works Department, Taiwan; I-Liang Shih, Jo-Yu Chang, National Center for High-performance Computing, Taiwan; Chen-Yu Hao, Chia-Liang Chien, Geographic Information Systems Research Center, Feng Chia University, Taiwan; Meng-Ling Lin, National Center for High-performance Computing, Taiwan
FRPB.PA.35: LOW-COST SENSING SOLUTIONS FOR HARSH ENVIRONMENTS: EXPLORING WIRELESS AND SATELLITE SOLUTIONS IN DESERT ENVIRONMENTAL MONITORING
Marios Vlachos, Chrysoula Papathanasiou, Valantis Tsiakos, Georgios Tsimiklis, Angelos Amditis, Institute of Communication and Computer Systems, Greece
FRPB.PA.36: ON-DEMAND EARTH SYSTEM DATA CUBES
David Montero, Leipzig University, Germany; Cesar Aybar, Universitat de Valencia, Spain; Chaonan Ji, Guido Kraemer, Maximilian Söchting, Khalil Teber, Miguel D. Mahecha, Leipzig University, Germany
FRPB.PA.37: ASSESSMENT OF WATER USE EFFICIENCY AND RESPONSE TO CLIMATE CHANGE IN CHINESE BASINS FROM 2002 TO 2021
Jun Hu, Pan Zheng, Hongjun Su, Hohai University, China
FRPB.PA.38: VALIDATION OF THE EUROPEAN GROUND MOTION SERVICE WITH GLOBAL NAVIGATION SATELLITE SYSTEMS AND CORNER REFLECTORS OVER DEFORMING AREAS
Joana E. Martins, Miguel Caro Cuenca, Bart Davids, Guang Zhai, TNO, Netherlands; Elena Alonso Gonzalez, CNIG, Spain; John Peter Merryman Boncori, Technical University of Denmark, Denmark; Lene Kristensen, NVE, Norway; Joan Sala, Sixense, Spain; Lorenzo Solari, European Environment Agency, Denmark
FRPB.PA.39: A MACHINE LEARNING MODEL FOR ACTIVE-BREAK SPELL FORECASTING OF INDIAN SUMMER MONSOON FROM OUTGOING LONGWAVE RADIATION DATA
Apoorva Singh, Ritesh Jha, Ravi Nanjundiah, Deepak Subramani, Indian Institute of Science, India
FRPB.PA.40: RECOMMENDATION FOR LANDSLIDE TREATMENT MEASURES BASED ON XGBOOST
Zixiao Yang, Zezhong Zheng, University of Electronic Science and Technology of China, China; Mingcang Zhu, Department of Natural Resources of Sichuan Province, China; Zhanyong He, Sichuan Research Institute for Ecosystem Restoration & Geohazard Prevention, China; Yong He, Chengdu University of Technology, China; Guoqing Zhou, Guilin University of Technology, China; Qin Hu, Leiyu Dai, University of Electronic Science and Technology of China, China
FRPB.PA.41: AI MAPPING SUB-HECTARE LAND COVER CHANGE IN SENEGAL: RESOLUTION IMPLICATIONS TO PERFORMANCE
Christopher Neigh, Margaret Wooten, Jordan Caraballo-Vega, Mark Carroll, NASA GSFC, United States; Nathan Thomas, Edge Hill University, United Kingdom; Molly Brown, University of Maryland, United Kingdom; Abdoul Aziz Diouf, Babacar Ndao, Centre de Suivi Ecologique, Senegal; Modou Mbaye, CERAAS, Senegal; Minh Tri Le, Konrad Wessels, George Mason University, United States
FRPB.PA.42: Integrating K-Fold Cross-Validation with Advanced Classification Techniques for Shrub Coverage Mapping in Fire-Prone Landscapes Using Sentinel-2 Imagery
El Khalil Cherif, Instituto Superior Técnico, Universidade de Lisboa, Portugal; Taha Ait Tchakoucht, School of Digital Engineering and Artificial Intelligence, Euromed University, Morocco; Tiago Domingos, Vânia Proença, Instituto Superior Técnico, Universidade de Lisboa, Portugal
FRPB.PA.43: CORRECTION OF NWP OCEAN SURFACE WIND BIASES WITH MACHINE LEARNING
Evgeniia Makarova, Marcos Portabella, Institute of Marine Sciences, Spain; Ad Stoffelen, Royal Netherlands Meteorological Institute, Netherlands; Gang Li, Wenming Lin, School of Marine Sciences, Nanjing University of Information Science and Technology, China
FRPB.PA.44: MULTIYEAR LAND USE CLASSIFICATION WITH SENTINEL-2 TIME SERIES AND CONVOLUTIONAL NEURAL NETWORKS
Alejandro-Martín Simón Sánchez, José González Piqueras, Luis De la Ossa, Irene Arellano, David Sánchez, Alfonso Calera, Juan Manuel Sánchez, University of Castilla-La Mancha, Spain
FRPB.PA.45: Multi-Label Guided Supervised Contrastive Learning for Earth Observation Pretraining
Yi Wang, Technical University of Munich, Germany; Conrad Albrecht, German Aerospace Center, Germany; Xiao Xiang Zhu, Technical University of Munich, Germany
FRPB.PA.46: ASSESSING ANNOTATION ACCURACY IN ICE SHEETS USING QUANTITATIVE METRICS
Bayu Adhi Tama, Vandana Janeja, Sanjay Purushotham, University of Maryland Baltimore County, United States
FRPB.PA.47: COMPARISON OF CONVOLUTIONAL AUTOENCODER ARCHITECTURES FOR REPRESENTATION LEARNING OF MODIS AQUA AND TERRA OBSERVATIONS
Akanksha Rajak, Deepak Subramani, Indian Institute of Science, India
FRPB.PA.48: INVESTIGATING OPTIMAL HYPERPARAMETERS OF A GENERATIVE ADVERSARIAL NETWORK FOR SINGLE-DATE SAR DESPECKLING
Leigh Lotter, LuxCarta, South Africa; Jaco Kemp, Stellenbosch University, South Africa
FRPB.PA.49: EXPLORATION OF UNDERWATER IMAGE SPECTRAL RECONSTRUCTION USING A MULTI-SCALE LARGE KERNEL BASED NETWORK
Xiaoman Cui, Genping Zhao, Yuanhao Xiao, Heng Wu, School of Computers, China
Resources
No resources available.