IGARSS 2025 || Brisbane, Australia || 3

TU3.P7.4

WindFormer: Self-Attention Neural Network for Wind Retrieval

Nicolae-Catalin Ristea, Andrei Anghel, National University of Science and Technology Politehnica Bucharest, Romania; Amine Benchaabane, Romain Husson, CLS, France; Antoine Grouazel, IFREMER, France; Mihai Datcu, Anamaria Radoi, National University of Science and Technology Politehnica Bucharest, Romania; Nicolas Longépé, ESRIN, Italy

Session:

TU3.P7: Ocean Surface Winds and Currents I Oral

Location:

Room P7

Presentation Time:

Tuesday, 5 August, 14:00 - 14:15

Session TU3.P7

TU3.P7.1: DEEP CONVECTION IMPACT ON SEA SURFACE WIND MAGNITUDE AND DIRECTION: MODEL-BASED ESTIMATION VS. IN-SITU OBSERVATIONS

Tran-Vu La, Luxembourg Institute of Science and Technology, Luxembourg; Son Van Nghiem, NASA Jet Propulsion Laboratory, United States; Christophe Messager, Meteo France, France

TU3.P7.2: A Novel Optimization Approach for Ocean Vector Wind Retrievals Using SAR Measurements

Yuting Zhu, Sun Yat-sen University, China; Marcos Portabella, Barcelona Expert Center, Spain; Giuseppe Grieco, Consiglio Nazionale delle Ricerche (CNR-ISMAR), Italy; Shengren Fan, Russian State Hydrometeorological University, Russia; Xiaoqing Wang, Sun Yat-sen University, China

TU3.P7.3: An Improved Geophysical Model Function for the CFOSAT Ku-band Fan-beam Scatterometer

Wenming Lin, Zhixiong Wang, Nanjing University of Information Science and Technology, China; Shuyan Lang, National Satellite Ocean Application Service, China; Xiaoheng Mou, Nanjing University of Information Science and Technology, China

TU3.P7.4: WindFormer: Self-Attention Neural Network for Wind Retrieval