END-TO-END PHYSICS-INFORMED REPRESENTATION LEARNING FOR SATELLITE OCEAN REMOTE SENSING DATA: APPLICATIONS TO SATELLITE ALTIMETRY AND SEA SURFACE CURRENTS [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021 This paper addresses physics-informed deep learning schemes for satellite ocean remote sensing data. Such observation datasets are characterized by the irregular space-time sampling of the ocean surface due to sensors’ characteristics and satellite ...
R. Fablet +4 more
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Acquisition of the Wide Swath Significant Wave Height from HY-2C through Deep Learning
Remote Sensing, 2021 Significant wave height (SWH) is of great importance in industries such as ocean engineering, marine resource development, shipping and transportation. Haiyang-2C (HY-2C), the second operational satellite in China’s ocean dynamics exploration series, can
Jichao Wang +4 more
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Remote Sensing, 2023 Surface wind speed measurements from a satellite radar altimeter are used to adjust altimeter sea level measurements via sea state bias range correction.
Ngan Tran +3 more
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Filtering Internal Tides from Wide-Swath Altimeter Data Using Convolutional Neural Networks [PDF]
IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020 Accepted for publication in IEEE IGARSS 2020 ...
Lguensat, Redouane +7 more
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Preliminary Results of Marine Gravity Recovery by Tiangong-2 Interferometric Imaging Radar Altimeter
Remote Sensing, 2023 This paper presents for the first time the results of marine gravity recovery using the ocean observation data acquired by Tiangong-2 interferometric imaging radar altimeter (TG2 InIRA) which demonstrate not only the balanced accuracies of the north and ...
Meng Sun +3 more
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Sea Surface Imaging Simulation for 3D Interferometric Imaging Radar Altimeter
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021 The interferometric imaging radar altimeter (InIRA) is a new generation radar altimeter, which can provide two-dimensional images of the sea surface topography at high resolution along a wide swath.
Zhaoxia Wang +3 more
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Sparse Approximation of the Precision Matrices for the Wide-Swath Altimeters
Remote Sensing, 2022 The upcoming technology of wide-swath altimetry from space will deliver a large volume of data on the ocean surface at unprecedentedly high spatial resolution. These data are contaminated by errors caused by the uncertainties in the geometry and orientation of the on-board interferometer and environmental conditions, such as sea surface roughness and ...
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Assessing the impact of future altimeter constellations in the Met Office global ocean forecasting system [PDF]
Ocean ScienceSatellite altimeter measurements of sea surface height (SSH) are a crucial component of current operational ocean forecasting systems. The launch of the Surface Water and Ocean Topography (SWOT) wide-swath altimeter (WiSA) mission is bringing a step ...
R. R. King +5 more
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Remote Sensing, 2022 In this study, elevation change and surface morphology of CookE2, one of the most active subglacial lakes in East Antarctica, were analyzed by using Differential Interferometric Synthetic Aperture Radar (DInSAR) and a newly adapted Time-Segmented ...
Jihyun Moon, Hoseung Lee, Hoonyol Lee
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Nouméa: a new multi-mission calibration and validation site for past and future altimetry missions? [PDF]
Ocean Science, 2023 Today, monitoring the evolution of sea level in coastal areas is of importance, since almost 11 % of the world's population lives in low-lying areas.
C. Chupin +4 more
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