Search Results - "Yang, Fanlin"
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Satellite-derived bathymetry using the ICESat-2 lidar and Sentinel-2 imagery datasets
Published in Remote sensing of environment (01-12-2020)“…Accurate bathymetric data is essential for marine, coastal ecosystems, and related studies. In the past decades, a lot of studies were investigated to obtain…”
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Deep learning model for seabed sediment classification based on fuzzy ranking feature optimization
Published in Marine geology (01-02-2021)“…Accurate acquisition of information on seabed sediment distributions plays an important role in the construction of basic marine geographic databases. Although…”
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Refraction Correction of Airborne LiDAR Bathymetry Based on Sea Surface Profile and Ray Tracing
Published in IEEE transactions on geoscience and remote sensing (01-11-2017)“…Water depth can be measured using airborne LiDAR bathymetry (ALB). However, when the green laser beam passes through the air-water interface, the sea surface…”
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DNN-based seabed classification using differently weighted MBES multifeatures
Published in Marine geology (01-08-2021)“…Seabed sediment classification has significance for the utilization of marine resources and marine scientific research. Currently, the multibeam echo sounder…”
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Complex tsunamigenic near-trench seafloor deformation during the 2011 Tohoku–Oki earthquake
Published in Nature communications (05-06-2023)“…The near-trench coseismic rupture behaviour of the 2011 Tohoku–Oki earthquake remains poorly understood due to the scarcity of near-field observations…”
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Satellite-Derived Bathymetry with Sediment Classification Using ICESat-2 and Multispectral Imagery: Case Studies in the South China Sea and Australia
Published in Remote sensing (Basel, Switzerland) (01-02-2023)“…Achieving coastal and shallow-water bathymetry is essential for understanding the marine environment and for coastal management. Bathymetric data in shallow…”
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Convolutional Neural Network to Retrieve Water Depth in Marine Shallow Water Area From Remote Sensing Images
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2020)“…The local connection characteristics of convolutional neural network (CNN) are linked with the local spatial correlation of image pixels for water depth…”
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Effect Analysis of GNSS/INS Processing Strategy for Sufficient Utilization of Urban Environment Observations
Published in Sensors (Basel, Switzerland) (17-01-2021)“…The occlusion of buildings in urban environments leads to the intermittent reception of satellite signals, which limits the utilization of observations. This…”
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9
An improved algorithm based on equivalent sound velocity profile method at large incident angle
Published in Acta oceanologica Sinica (01-02-2024)“…With the development of ultra-wide coverage technology, multibeam echo-sounder (MBES) system has put forward higher requirements for localization accuracy and…”
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10
CNN Multibeam Seabed Sediment Classification Combined with a Novel Feature Optimization Method
Published in Mathematical geosciences (01-02-2024)“…The classification of seabed sediments is an essential aspect of marine spatial planning and management. Multibeam echo sounders (MBESs) have been widely used…”
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Basis functions for shallow-water temperature profiles based on the internal-wave eigenmodes
Published in Acta oceanologica Sinica (01-02-2023)“…The shallow-water temperature profile is typically parameterized using a few empirical orthogonal function (EOF) coefficients. However, when the experimental…”
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12
Missing data reconstruction in VHR images based on progressive structure prediction and texture generation
Published in ISPRS journal of photogrammetry and remote sensing (01-01-2021)“…Very high resolution (VHR) satellite and aerial images often suffer from scene occlusion caused by redundant objects. The task of removing these redundant…”
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13
Comparison of Marine Gravity Measurements from Shipborne and Satellite Altimetry in the Arctic Ocean
Published in Remote sensing (Basel, Switzerland) (01-01-2022)“…To understand the influence of sea ice on shipborne gravity measurements and the accuracy of the satellite-altimetry-derived gravity field in the Arctic Ocean,…”
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14
MBES Seabed Sediment Classification Based on a Decision Fusion Method Using Deep Learning Model
Published in Remote sensing (Basel, Switzerland) (01-08-2022)“…High-precision habitat mapping can contribute to the identification and quantification of the human footprint on the seafloor. As a representative of seafloor…”
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15
Multifeature Extraction and Seafloor Classification Combining LiDAR and MBES Data around Yuanzhi Island in the South China Sea
Published in Sensors (Basel, Switzerland) (08-11-2018)“…Airborne light detection and ranging (LiDAR) full waveforms and multibeam echo sounding (MBES) backscatter data contain rich information about seafloor…”
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Monitoring Annual Changes of Lake Water Levels and Volumes over 1984–2018 Using Landsat Imagery and ICESat-2 Data
Published in Remote sensing (Basel, Switzerland) (01-12-2020)“…With new Ice, Cloud, and land Elevation Satellite (ICESat)-2 lidar (Light detection and ranging) datasets and classical Landsat imagery, a method was proposed…”
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MAL-YOLO: a lightweight algorithm for target detection in side-scan sonar images based on multi-scale feature fusion and attention mechanism
Published in International journal of digital earth (31-12-2024)“…Side-scan sonar image target detection is of great significance in seabed resource exploration and other fields. However, affected by the complex underwater…”
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Multibeam water column image super-resolution by combining morphological and intensity features
Published in International journal of digital earth (31-12-2024)“…Multibeam water column images (WCI) play a crucial role in the detection and recognition of underwater targets. However, WCI is not a complete image of…”
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19
Using robust correlation matching to estimate sand-wave migration in Monterey Submarine Canyon, California
Published in Marine geology (01-06-2016)“…Sandwave migration rate is of critical importance for the hydrodynamic research as well as the coastal engineering application. To acquire this information,…”
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Comparison and analysis of ground seed detectors and interpolation methods in airborne LiDAR filtering
Published in The Egyptian journal of remote sensing and space sciences (01-12-2023)“…Ground seed detectors and interpolation methods are fundamental components of filtering algorithms. However, the performance of different detectors and…”
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