학술논문

Performance Assessment Of Lake Water Level Estimation From Sentinel-3 Sar Data Over 1000 Lakes And Reservoirs Worldwide
Document Type
Conference
Source
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :2870-2873 Jul, 2023
Subject
Aerospace
Components, Circuits, Devices and Systems
Fields, Waves and Electromagnetics
Geoscience
Signal Processing and Analysis
Current measurement
Estimation
Radar
Lakes
Reservoirs
Radar tracking
Altimetry
Lake Water Level
Satellite-based remote sensing
SAR
Retracking algorithm
Hydrology
Language
ISSN
2153-7003
Abstract
Satellite-based radar altimetry enables the long-term and global monitoring of inland water bodies. Recent progress of these altimeters concerning the tracking and acquisition mode allows to monitor an increasing number of water bodies, including lakes of small size or located in a complex orograhpy environment. As a consequence of these more demanding situations, the current operational radar processing techniques need to get improved in order to provide accurate water level retrievals. A numerical processing technique that simulates the satellite-observed scene was proposed in [1], taking into account all these challenges. In this work, the performance of such processing technique is assessed from Sentinel-3 mission data. It concerns 1000 lakes and reservoirs worldwide with a great variety of situations, looking for the current limits and potential future improvements, including about thirty water bodies with publicly available in-situ measurements allowing to determine the current accuracy attained.