123 citations as recorded by crossref.

1. An Evaluation of Image Velocimetry Techniques under Low Flow Conditions and High Seeding Densities Using Unmanned Aerial Systems S. Pearce et al.
2. Sensing Flooded Roads to Support Roadway Mobility during Flooding: A Web-Based Tool and Insights from Needs Assessment Interviews P. Panakkal et al.
3. Recent advances in flood monitoring and prediction methods: a systematic review A. Talapatra & N. Rana
4. A Drone‐Borne Method to Jointly Estimate Discharge and Manning's Roughness of Natural Streams F. Bandini et al.
5. The potential of proxy water level measurements for calibrating urban pluvial flood models M. Moy de Vitry & J. Leitão
6. KNN Local Linear Regression for Demarcating River Cross-Sections with Point Cloud Data from UAV Photogrammetry URiver-X T. Lee et al.
7. Photogrammetry for Free Surface Flow Velocity Measurement: From Laboratory to Field Measurements H. Trieu et al.
8. Spatiotemporal Derivation of Intermittent Ponding in a Maize–Soybean Landscape from Planet Labs CubeSat Images R. Paul et al.
9. Hyper-resolution 1D-2D urban flood modelling using LiDAR data and hybrid parallelization S. Noh et al.
10. Low cost, multiscale and multi-sensor application for flooded area mapping D. Giordan et al.
11. Determine stormwater pond geometrics and hydraulics using remote sensing technologies: A comparison between airborne-LiDAR and UAV-photogrammetry field validation against RTK-GNSS G. Zhao et al.
12. Waterlogging Assessment of Chinese Ancient City Sites Considering Microtopography: A Case Study of the PuZhou Ancient City Site, China X. Chai et al.
13. Natural surface floaters in image-based river surface velocimetry: Insights from a case study H. Trieu et al.
14. Drone-Based Optical Measurements of Heterogeneous Surface Velocity Fields around Fish Passages at Hydropower Dams D. Strelnikova et al.
15. Refining image‐velocimetry performances for streamflow monitoring: Seeding metrics to errors minimization A. Pizarro et al.
16. Drones in urban stormwater management: a review and future perspectives W. McDonald
17. Considerations When Applying Large-Scale PIV and PTV for Determining River Flow Velocity M. Jolley et al.
18. Unmanned Aerial Systems-Aided Post-Flood Peak Discharge Estimation in Ephemeral Streams E. Andreadakis et al.
19. Understanding the Use of Heterogenous Data in Tackling Urban Flooding: An Integrative Literature Review M. Ren et al.
20. Coarse-to-fine variational inference with physics-informed deep learning for complex fluid motion estimation L. Wei et al.
21. Dendrogeomorphic reconstruction of floods in a dynamic tropical river A. Quesada-Román et al.
22. Metrics for the Quantification of Seeding Characteristics to Enhance Image Velocimetry Performance in Rivers S. Dal Sasso et al.
23. A Low-Power High-Accuracy Urban Waterlogging Depth Sensor Based on Millimeter-Wave FMCW Radar H. Shui et al.
24. Exploring the optimal experimental setup for surface flow velocity measurements using PTV S. Dal Sasso et al.
25. Scalable flood inundation mapping using deep convolutional networks and traffic signage B. Alizadeh & A. Behzadan
26. Recent Advancements and Perspectives in UAS-Based Image Velocimetry S. Dal Sasso et al.
27. Proof‐of‐concept for low‐cost and non‐contact synoptic airborne river flow measurements M. Detert et al.
28. A Method for Analysis of Spatial Uncertainty in Image Based Surface Velocimetry S. Schweitzer & E. Cowen
29. Quantifying and Reducing the Operator Effect in LSPIV Discharge Measurements G. Bodart et al.
30. An integrated GPU-accelerated modeling framework for high-resolution simulations of rural and urban flash floods A. Buttinger-Kreuzhuber et al.
31. Automatic Image‐Based Water Stage Measurement for Long‐Term Observations in Ungauged Catchments A. Eltner et al.
32. Streamflow Observations From Cameras: Large‐Scale Particle Image Velocimetry or Particle Tracking Velocimetry? F. Tauro et al.
33. Using Noncontact Measurement of Water Surface Dynamics to Estimate River Discharge G. Dolcetti et al.
34. pykitPIV: A framework for flexible and reproducible virtual training of machine learning models in optical velocimetry K. Zdybał et al.
35. Linking the Remote Sensing of Geodiversity and Traits Relevant to Biodiversity—Part II: Geomorphology, Terrain and Surfaces A. Lausch et al.
36. Airborne Feature Matching Velocimetry for surface flow measurements in rivers L. Cao et al.
37. Mediterranean intermittent rivers and ephemeral streams: Challenges in monitoring complexity A. Borg Galea et al.
38. Drone-Based Geological Heritage Conservation and Exploration: Insights from Copper UNESCO Geopark R. Zhang et al.
39. Uncertainty Analysis for Image-Based Streamflow Measurement: The Influence of Ground Control Points W. Liu et al.
40. The use of unmanned aerial vehicles in flood hazard assessment E. Karamuz et al.
41. Enhancing the Monitoring Protocols of Intermittent Flow Rivers with UAV-Based Optical Methods to Estimate the River Flow and Evaluate Their Environmental Status P. Koutalakis et al.
42. Cyber-attacks on unmanned aerial system networks: Detection, countermeasure, and future research directions M. Riahi Manesh & N. Kaabouch
43. Enabling Image-Based Streamflow Monitoring at the Edge F. Tosi et al.
44. Low-cost stage-camera system for continuous water-level monitoring in ephemeral streams S. Noto et al.
45. Research on Estimating Water Storage of Small Lake Based on Unmanned Aerial Vehicle 3D Model P. Duan et al.
46. Robust water level measurement method based on computer vision D. Zhang & J. Tong
47. floodX: urban flash flood experiments monitored with conventional and alternative sensors M. Moy de Vitry et al.
48. Application of unmanned aerial vehicles in earth resources monitoring: focus on evaluating potentials for forest monitoring in Ethiopia H. Berie & I. Burud
49. Public acceptance of drones: Knowledge, attitudes, and practice B. Aydin
50. VISION: VIdeo StabilisatION using automatic features selection for image velocimetry analysis in rivers A. Pizarro et al.
51. A Review on the Video-Based River Discharge Measurement Technique M. Chen et al.
52. Unsupervised image velocimetry for automated computation of river flow velocities M. Perks et al.
53. Research Progress on River Discharge Measurement Method Based on Image Recognition Technology 华. 陈
54. Evaluating Image Tracking Approaches for Surface Velocimetry With Thermal Tracers D. Lin et al.
55. Identifying the optimal spatial distribution of tracers for optical sensing of stream surface flow A. Pizarro et al.
56. Technical Note: Flow velocity and discharge measurement in rivers using terrestrial and unmanned-aerial-vehicle imagery A. Eltner et al.
57. Demonstrating the value of community-based (‘citizen science’) observations for catchment modelling and characterisation E. Starkey et al.
58. Assessing the Optimal Stage-Cam Target for Continuous Water Level Monitoring in Ephemeral Streams: Experimental Evidence F. Tauro et al.
59. БПЛА в геоэкологических и гидрологических исследованиях . Федоровский
60. Risk Propagation in Spate Irrigation Systems: A Case Study from Sudan E. Fadul et al.
61. A comprehensive overview on UAV-based applications for flood management D. Tuyet Minh
62. sUAS-Based Remote Sensing of River Discharge Using Thermal Particle Image Velocimetry and Bathymetric Lidar P. Kinzel & C. Legleiter
63. KLT-IV v1.0: image velocimetry software for use with fixed and mobile platforms M. Perks
64. Can the 2D shallow water equations model flow intrusion into buildings during urban floods? B. Dewals et al.
65. Measurements and Observations in the XXI century (MOXXI): innovation and multi-disciplinarity to sense the hydrological cycle F. Tauro et al.
66. How computer vision can facilitate flood management: A systematic review U. Iqbal et al.
67. From PIV to LSPIV: Harnessing deep learning for environmental flow velocimetry J. Tlhomole et al.
68. On the Accuracy of Particle Image Velocimetry with Citizen Videos—Five Typical Case Studies E. Rozos et al.
69. Development of drone-type float for surface-velocity measurement in rivers M. Sanjou et al.
70. Testing UAV-derived topography for hydraulic modelling in a tropical environment M. Mazzoleni et al.
71. Calibrated river-level estimation from river cameras using convolutional neural networks R. Vandaele et al.
72. Capturing the Diurnal Cycle of Land Surface Temperature Using an Unmanned Aerial Vehicle Y. Malbéteau et al.
73. Characteristics of Indoor Flood Fatalities: Evidence from Greece M. Diakakis & K. Papagiannaki
74. Discharge Estimation Using Video Recordings from Small Unoccupied Aircraft Systems J. Duan et al.
75. Extraction of Urban Waterlogging Depth from Video Images Using Transfer Learning J. Jiang et al.
76. An integrated approach of flash flood analysis in ungauged Mediterranean watersheds using post‐flood surveys and unmanned aerial vehicles A. Kastridis et al.
77. Advancing river flow monitoring with small uncrewed aircraft and simulation-driven development M. Dille et al.
78. Modeling Debris Flow Events in the Rio Inferno Watershed (Italy) Through UAV-Based Geomorphological Survey and Rainfall Data Analysis L. Turbessi et al.
79. SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation R. Ljubičić et al.
80. A Novel Power Distribution Network Assessment Approach Using Drones Considering Wireless Charging N. Ahmadian et al.
81. A Low-Cost, UAV-Based, Methodological Approach for Morphometric Analysis of Belci Lake Dam Breach, Romania A. Enea et al.
82. Forensic analysis of flash flood response M. Borga et al.
83. Experimental and Numerical Study of the Effect of Model Geometric Distortion on Laboratory Modeling of Urban Flooding X. Li et al.
84. Unmanned Aerial Vehicles in Hydrology and Water Management: Applications, Challenges, and Perspectives B. Acharya et al.
85. On the Use of Unmanned Aerial Systems for Environmental Monitoring S. Manfreda et al.
86. PTV-Stream: A simplified particle tracking velocimetry framework for stream surface flow monitoring F. Tauro et al.
87. A review of remote sensing of flood monitoring and assessment in southern Africa C. Shoko & T. Dube
88. Geoscientists in the Sky: Unmanned Aerial Vehicles Responding to Geohazards R. Antoine et al.
89. Bildbasierte Durchflussmessverfahren für das Monitoring von Hochwasserereignissen I. Hansen et al.
90. Large-Scale Particle Image Velocimetry to Measure Streamflow from Videos Recorded from Unmanned Aerial Vehicle and Fixed Imaging System W. Liu et al.
91. Safer this way: Identifying flooded roads for facilitating mobility during floods P. Panakkal et al.
92. Stereo-imaging LSPIV (SI-LSPIV) for 3D water surface reconstruction and discharge measurement in mountain river flows W. Li et al.
93. Probabilistic Evaluation and Filtering of Image Velocimetry Measurements E. Rozos et al.
94. A comparison of tools and techniques for stabilising unmanned aerial system (UAS) imagery for surface flow observations R. Ljubičić et al.
95. Cascade method for water level measurement based on computer vision D. Zhang & J. Qiu
96. Remote Sensing Analysis of Geologic Hazards D. Giordan et al.
97. Combining hydroacoustics and large-scale particle image velocimetry: Flow dynamics at Hiitolanjoki River restoration site in Southeast Finland K. Schlobies et al.
98. Spatiotemporal Investigation of Event-Driven Sedimentation in a Tidally Influenced Shipyard by Air and Waterborne Observations O. Lojek et al.
99. Rapid Detection of the Change in Surface Flow Patterns Near Fish Passages at Hydropower Dams With the Use of UAS Based Videos Under Controlled Discharge Conditions D. Strelnikova et al.
100. Synthetic River Flow Videos for Evaluating Image‐Based Velocimetry Methods G. Bodart et al.
101. UAS remote sensing applications to abrupt cold region hazards M. Verfaillie et al.
102. Automatic Estimation of Urban Waterlogging Depths from Video Images Based on Ubiquitous Reference Objects J. Jiang et al.
103. Optical Tracking Velocimetry (OTV): Leveraging Optical Flow and Trajectory-Based Filtering for Surface Streamflow Observations F. Tauro et al.
104. Reviews and syntheses: Variable inundation across Earth's terrestrial ecosystems J. Stegen et al.
105. Operational and emerging capabilities for surface water flood forecasting L. Speight et al.
106. STAIR-DETR: A Synergistic Transformer Integrating Statistical Attention and Multi-Scale Dynamics for UAV Small Object Detection L. Hu et al.
107. River velocity measurements using optical flow algorithm and unoccupied aerial vehicles: A case study J. Jyoti et al.
108. Bringing vision to climate: A hierarchical model for water depth monitoring in headwater streams X. Zhao et al.
109. Adequacy Analysis Using UAV of Heavy Rainfall Disaster Reduction Facilities According to Urban Development in Republic of Korea Y. Song et al.
110. The effect of groyne field on trapping macroplastic. Preliminary results from laboratory experiments Ł. Przyborowski et al.
111. On-line river surface velocity measurement using GCPs-free UAV Z. Zhang et al.
112. More eyes on the road: Sensing flooded roads by fusing real-time observations from public data sources P. Panakkal & J. Padgett
113. Deep Learning Semantic Segmentation for Water Level Estimation Using Surveillance Camera N. Muhadi et al.
114. Remote Sensing of Geomorphodiversity Linked to Biodiversity—Part III: Traits, Processes and Remote Sensing Characteristics A. Lausch et al.
115. Estimations of surface velocity distributions from X-band radar images during floods observed at the mouth of Tenryu River, Japan I. Humam & S. Takewaka
116. Instantaneous River‐Wide Water Surface Velocity Field Measurements at Centimeter Scales Using Infrared Quantitative Image Velocimetry S. Schweitzer & E. Cowen
117. Hydro‐morphological mapping of river reaches using videos captured with UAS A. Eltner et al.
118. Numerical Insights Into the Effects of Model Geometric Distortion in Laboratory Experiments of Urban Flooding X. Li et al.
119. The importance of volunteered geographic information for the validation of flood inundation models E. Rollason et al.
120. Towards harmonisation of image velocimetry techniques for river surface velocity observations M. Perks et al.
121. Deep learning for automated river-level monitoring through river-camera images: an approach based on water segmentation and transfer learning R. Vandaele et al.
122. Characteristics of Infrastructure and Surrounding Geo-Environmental Circumstances Involved in Fatal Incidents Caused by Flash Flooding: Evidence from Greece M. Diakakis
123. Advancing river monitoring using image-based techniques: challenges and opportunities S. Manfreda et al.