SHALLOW WATER BATHYMETRY MAPPING FROM UAV IMAGERY BASED ON MACHINE LEARNING

36 citations as recorded by crossref.

1. DepthLearn: Learning to Correct the Refraction on Point Clouds Derived from Aerial Imagery for Accurate Dense Shallow Water Bathymetry Based on SVMs-Fusion with LiDAR Point Clouds P. Agrafiotis et al. 10.3390/rs11192225
2. On the origin of a remote mountainous natural reserve: Insights from a topo-bathymetry reconstruction of the glacial lake of Truchillas (NW Spain) J. Fernández-Lozano & R. Andrés-Bercianos 10.1016/j.quaint.2020.02.004
3. Concept of an Innovative Autonomous Unmanned System for Bathymetric Monitoring of Shallow Waterbodies (INNOBAT System) M. Specht et al. 10.3390/en14175370
4. Underwater Cultural Heritage Documentation Using Photogrammetry A. Calantropio & F. Chiabrando 10.3390/jmse12030413
5. Beach slope distribution mapping using UAV in the Cirebon coastal area U. Abdurrahman et al. 10.1051/e3sconf/202132401006
6. Numerical Imaging of the Seabed and Acoustic Flares with Topography and Velocity Variance S. Cheong et al. 10.3390/rs14184652
7. Concept and Performance Evaluation of a Novel UAV-Borne Topo-Bathymetric LiDAR Sensor G. Mandlburger et al. 10.3390/rs12060986
8. Bringing Bathymetry LiDAR to Coastal Zone Assessment: A Case Study in the Southern Baltic P. Tysiac 10.3390/rs12223740
9. Methodology for performing bathymetric measurements of shallow waterbodies using an UAV, and their processing based on the SVR algorithm B. Szostak et al. 10.1016/j.measurement.2023.113720
10. Geomorphometric analysis of nearshore sedimentary bedforms from high-resolution multi-temporal satellite-derived bathymetry E. Alevizos et al. 10.1080/10106049.2021.2007296
11. Using UAVs and Photogrammetry in Bathymetric Surveys in Shallow Waters A. Del Savio et al. 10.3390/app13063420
12. Precision Landing Tests of Tethered Multicopter and VTOL UAV on Moving Landing Pad on a Lake C. Kownacki et al. 10.3390/s23042016
13. Coupling of Dual Channel Waveform ALS and Sonar for Investigation of Lake Bottoms and Shore Zones J. Chormański et al. 10.3390/rs13091833
14. Development and Evaluation of a Tethered Class C3 Hexacopter in Maritime Conditions on the Helipad of a Ferry C. Kownacki et al. 10.3390/app13169396
15. Creating an Autonomous Hovercraft for Bathymetric Surveying in Extremely Shallow Water (<1 m) M. Troup et al. 10.3390/s23177375
16. Correcting Image Refraction: Towards Accurate Aerial Image-Based Bathymetry Mapping in Shallow Waters P. Agrafiotis et al. 10.3390/rs12020322
17. UAV-Derived Multispectral Bathymetry L. Rossi et al. 10.3390/rs12233897
18. Methodology for Creating a Digital Bathymetric Model Using Neural Networks for Combined Hydroacoustic and Photogrammetric Data in Shallow Water Areas M. Łącka & J. Łubczonek 10.3390/s24010175
19. Emerging Sensor Platforms Allow for Seagrass Extent Mapping in a Turbid Estuary and from the Meadow to Ecosystem Scale J. Krause et al. 10.3390/rs13183681
20. Global Satellite-Based Coastal Bathymetry from Waves R. Almar et al. 10.3390/rs13224628
21. Method for determining of shallow water depths based on data recorded by UAV/USV vehicles and processed using the SVR algorithm M. Specht et al. 10.1016/j.measurement.2023.113437
22. Simulating a Hybrid Acquisition System for UAV Platforms B. Alsadik et al. 10.3390/drones6110314
23. Determination of the Minimum Safe Distance between a USV and a Hydro-Engineering Structure in a Restricted Water Region Sounding A. Makar 10.3390/en15072441
24. Seabed Topography Changes in the Sopot Pier Zone in 2010–2018 Influenced by Tombolo Phenomenon A. Makar et al. 10.3390/s20216061
25. Structure-from-Motion on shallow reefs and beaches: potential and limitations of consumer-grade drones to reconstruct topography and bathymetry C. David et al. 10.1007/s00338-021-02088-9
26. Integration Data Model of the Bathymetric Monitoring System for Shallow Waterbodies Using UAV and USV Platforms O. Lewicka et al. 10.3390/rs14164075
27. Extracting Shallow-Water Bathymetry from Lidar Point Clouds Using Pulse Attribute Data: Merging Density-Based and Machine Learning Approaches K. Lowell & B. Calder 10.1080/01490419.2021.1925790
28. Analysis of Methods for Determining Shallow Waterbody Depths Based on Images Taken by Unmanned Aerial Vehicles M. Specht et al. 10.3390/s22051844
29. Comparative Analysis of Unmanned Aerial Vehicles Used in Photogrammetric Surveys M. Specht et al. 10.12716/1001.17.02.21
30. Seven Good Reasons for Integrating Terrestrial and Marine Spatial Datasets in Changing Environments M. Prampolini et al. 10.3390/w12082221
31. Learning from Synthetic Data: Enhancing Refraction Correction Accuracy for Airborne Image-Based Bathymetric Mapping of Shallow Coastal Waters P. Agrafiotis et al. 10.1007/s41064-021-00144-1
32. Analysis of Very High Spatial Resolution Images for Automatic Shoreline Extraction and Satellite-Derived Bathymetry Mapping G. Randazzo et al. 10.3390/geosciences10050172
33. Monitoring Short-Term Morphobathymetric Change of Nearshore Seafloor Using Drone-Based Multispectral Imagery E. Alevizos & D. Alexakis 10.3390/rs14236035
34. Concept of an Innovative System for Dimensioning and Predicting Changes in the Coastal Zone Topography Using UAVs and USVs (4DBatMap System) O. Specht et al. 10.3390/electronics12194112
35. High resolution optical and acoustic remote sensing datasets of the Puck Lagoon Ł. Janowski et al. 10.1038/s41597-024-03199-y
36. Assessment of the Steering Precision of a UAV along the Flight Profiles Using a GNSS RTK Receiver O. Lewicka et al. 10.3390/rs14236127