111 citations as recorded by crossref.

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2. Sensing Flooded Roads to Support Roadway Mobility during Flooding: A Web-Based Tool and Insights from Needs Assessment Interviews P. Panakkal et al. 10.1061/NHREFO.NHENG-1753
3. A Drone‐Borne Method to Jointly Estimate Discharge and Manning's Roughness of Natural Streams F. Bandini et al. 10.1029/2020WR028266
4. The potential of proxy water level measurements for calibrating urban pluvial flood models M. Moy de Vitry & J. Leitão 10.1016/j.watres.2020.115669
5. KNN Local Linear Regression for Demarcating River Cross-Sections with Point Cloud Data from UAV Photogrammetry URiver-X T. Lee et al. 10.3390/rs16101820
6. Photogrammetry for Free Surface Flow Velocity Measurement: From Laboratory to Field Measurements H. Trieu et al. 10.3390/w13121675
7. Spatiotemporal Derivation of Intermittent Ponding in a Maize–Soybean Landscape from Planet Labs CubeSat Images R. Paul et al. 10.3390/rs12121942
8. Hyper-resolution 1D-2D urban flood modelling using LiDAR data and hybrid parallelization S. Noh et al. 10.1016/j.envsoft.2018.02.008
9. Low cost, multiscale and multi-sensor application for flooded area mapping D. Giordan et al. 10.5194/nhess-18-1493-2018
10. 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. 10.2166/hydro.2023.178
11. Waterlogging Assessment of Chinese Ancient City Sites Considering Microtopography: A Case Study of the PuZhou Ancient City Site, China X. Chai et al. 10.3390/rs14174417
12. Natural surface floaters in image-based river surface velocimetry: Insights from a case study H. Trieu et al. 10.1016/j.flowmeasinst.2024.102557
13. Drone-Based Optical Measurements of Heterogeneous Surface Velocity Fields around Fish Passages at Hydropower Dams D. Strelnikova et al. 10.3390/rs12030384
14. Refining image‐velocimetry performances for streamflow monitoring: Seeding metrics to errors minimization A. Pizarro et al. 10.1002/hyp.13919
15. Drones in urban stormwater management: a review and future perspectives W. McDonald 10.1080/1573062X.2019.1687745
16. Considerations When Applying Large-Scale PIV and PTV for Determining River Flow Velocity M. Jolley et al. 10.3389/frwa.2021.709269
17. Unmanned Aerial Systems-Aided Post-Flood Peak Discharge Estimation in Ephemeral Streams E. Andreadakis et al. 10.3390/rs12244183
18. Understanding the Use of Heterogenous Data in Tackling Urban Flooding: An Integrative Literature Review M. Ren et al. 10.3390/w14142160
19. Dendrogeomorphic reconstruction of floods in a dynamic tropical river A. Quesada-Román et al. 10.1016/j.geomorph.2020.107133
20. Metrics for the Quantification of Seeding Characteristics to Enhance Image Velocimetry Performance in Rivers S. Dal Sasso et al. 10.3390/rs12111789
21. A Low-Power High-Accuracy Urban Waterlogging Depth Sensor Based on Millimeter-Wave FMCW Radar H. Shui et al. 10.3390/s22031236
22. Exploring the optimal experimental setup for surface flow velocity measurements using PTV S. Dal Sasso et al. 10.1007/s10661-018-6848-3
23. Scalable flood inundation mapping using deep convolutional networks and traffic signage B. Alizadeh & A. Behzadan 10.1007/s43762-023-00090-1
24. Recent Advancements and Perspectives in UAS-Based Image Velocimetry S. Dal Sasso et al. 10.3390/drones5030081
25. Proof‐of‐concept for low‐cost and non‐contact synoptic airborne river flow measurements M. Detert et al. 10.1080/01431161.2017.1294782
26. A Method for Analysis of Spatial Uncertainty in Image Based Surface Velocimetry S. Schweitzer & E. Cowen 10.3389/frwa.2022.744278
27. Quantifying and Reducing the Operator Effect in LSPIV Discharge Measurements G. Bodart et al. 10.1029/2023WR034740
28. An integrated GPU-accelerated modeling framework for high-resolution simulations of rural and urban flash floods A. Buttinger-Kreuzhuber et al. 10.1016/j.envsoft.2022.105480
29. Automatic Image‐Based Water Stage Measurement for Long‐Term Observations in Ungauged Catchments A. Eltner et al. 10.1029/2018WR023913
30. Streamflow Observations From Cameras: Large‐Scale Particle Image Velocimetry or Particle Tracking Velocimetry? F. Tauro et al. 10.1002/2017WR020848
31. Using Noncontact Measurement of Water Surface Dynamics to Estimate River Discharge G. Dolcetti et al. 10.1029/2022WR032829
32. Linking the Remote Sensing of Geodiversity and Traits Relevant to Biodiversity—Part II: Geomorphology, Terrain and Surfaces A. Lausch et al. 10.3390/rs12223690
33. Airborne Feature Matching Velocimetry for surface flow measurements in rivers L. Cao et al. 10.1080/00221686.2020.1818309
34. Mediterranean intermittent rivers and ephemeral streams: Challenges in monitoring complexity A. Borg Galea et al. 10.1002/eco.2149
35. Drone-Based Geological Heritage Conservation and Exploration: Insights from Copper UNESCO Geopark R. Zhang et al. 10.1007/s12371-024-01005-0
36. Uncertainty Analysis for Image-Based Streamflow Measurement: The Influence of Ground Control Points W. Liu et al. 10.3390/w15010123
37. The use of unmanned aerial vehicles in flood hazard assessment E. Karamuz et al. 10.1111/jfr3.12622
38. 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. 10.35534/dav.2023.10006
39. Cyber-attacks on unmanned aerial system networks: Detection, countermeasure, and future research directions M. Riahi Manesh & N. Kaabouch 10.1016/j.cose.2019.05.003
40. Enabling Image-Based Streamflow Monitoring at the Edge F. Tosi et al. 10.3390/rs12122047
41. Low-cost stage-camera system for continuous water-level monitoring in ephemeral streams S. Noto et al. 10.1080/02626667.2022.2079415
42. Research on Estimating Water Storage of Small Lake Based on Unmanned Aerial Vehicle 3D Model P. Duan et al. 10.1134/S0097807821050109
43. Robust water level measurement method based on computer vision D. Zhang & J. Tong 10.1016/j.jhydrol.2023.129456
44. floodX: urban flash flood experiments monitored with conventional and alternative sensors M. Moy de Vitry et al. 10.5194/essd-9-657-2017
45. Application of unmanned aerial vehicles in earth resources monitoring: focus on evaluating potentials for forest monitoring in Ethiopia H. Berie & I. Burud 10.1080/22797254.2018.1432993
46. Public acceptance of drones: Knowledge, attitudes, and practice B. Aydin 10.1016/j.techsoc.2019.101180
47. VISION: VIdeo StabilisatION using automatic features selection for image velocimetry analysis in rivers A. Pizarro et al. 10.1016/j.softx.2022.101173
48. A Review on the Video-Based River Discharge Measurement Technique M. Chen et al. 10.3390/s24144655
49. Research Progress on River Discharge Measurement Method Based on Image Recognition Technology 华. 陈 10.12677/jwrr.2024.133036
50. Evaluating Image Tracking Approaches for Surface Velocimetry With Thermal Tracers D. Lin et al. 10.1029/2018WR024507
51. Identifying the optimal spatial distribution of tracers for optical sensing of stream surface flow A. Pizarro et al. 10.5194/hess-24-5173-2020
52. Technical Note: Flow velocity and discharge measurement in rivers using terrestrial and unmanned-aerial-vehicle imagery A. Eltner et al. 10.5194/hess-24-1429-2020
53. Demonstrating the value of community-based (‘citizen science’) observations for catchment modelling and characterisation E. Starkey et al. 10.1016/j.jhydrol.2017.03.019
54. Assessing the Optimal Stage-Cam Target for Continuous Water Level Monitoring in Ephemeral Streams: Experimental Evidence F. Tauro et al. 10.3390/rs14236064
55. Risk Propagation in Spate Irrigation Systems: A Case Study from Sudan E. Fadul et al. 10.1002/ird.2218
56. sUAS-Based Remote Sensing of River Discharge Using Thermal Particle Image Velocimetry and Bathymetric Lidar P. Kinzel & C. Legleiter 10.3390/rs11192317
57. KLT-IV v1.0: image velocimetry software for use with fixed and mobile platforms M. Perks 10.5194/gmd-13-6111-2020
58. Can the 2D shallow water equations model flow intrusion into buildings during urban floods? B. Dewals et al. 10.1016/j.jhydrol.2023.129231
59. How to Avoid and Correct Biased Riverine Surface Image Velocimetry M. Detert 10.1029/2020WR027833
60. Measurements and Observations in the XXI century (MOXXI): innovation and multi-disciplinarity to sense the hydrological cycle F. Tauro et al. 10.1080/02626667.2017.1420191
61. How computer vision can facilitate flood management: A systematic review U. Iqbal et al. 10.1016/j.ijdrr.2020.102030
62. On the Accuracy of Particle Image Velocimetry with Citizen Videos—Five Typical Case Studies E. Rozos et al. 10.3390/hydrology9050072
63. Development of drone-type float for surface-velocity measurement in rivers M. Sanjou et al. 10.1007/s10652-022-09874-1
64. Testing UAV-derived topography for hydraulic modelling in a tropical environment M. Mazzoleni et al. 10.1007/s11069-020-03963-4
65. Calibrated river-level estimation from river cameras using convolutional neural networks R. Vandaele et al. 10.1017/eds.2023.6
66. Capturing the Diurnal Cycle of Land Surface Temperature Using an Unmanned Aerial Vehicle Y. Malbéteau et al. 10.3390/rs10091407
67. Characteristics of Indoor Flood Fatalities: Evidence from Greece M. Diakakis & K. Papagiannaki 10.3390/su13158612
68. Discharge Estimation Using Video Recordings from Small Unoccupied Aircraft Systems J. Duan et al. 10.1061/JHEND8.HYENG-13591
69. Extraction of Urban Waterlogging Depth from Video Images Using Transfer Learning J. Jiang et al. 10.3390/w10101485
70. An integrated approach of flash flood analysis in ungauged Mediterranean watersheds using post‐flood surveys and unmanned aerial vehicles A. Kastridis et al. 10.1002/hyp.13913
71. SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation R. Ljubičić et al. 10.1016/j.envsoft.2023.105938
72. A Novel Power Distribution Network Assessment Approach Using Drones Considering Wireless Charging N. Ahmadian et al. 10.1109/JSYST.2021.3110261
73. A Low-Cost, UAV-Based, Methodological Approach for Morphometric Analysis of Belci Lake Dam Breach, Romania A. Enea et al. 10.3390/w15091655
74. Forensic analysis of flash flood response M. Borga et al. 10.1002/wat2.1338
75. Experimental and Numerical Study of the Effect of Model Geometric Distortion on Laboratory Modeling of Urban Flooding X. Li et al. 10.1029/2021WR029666
76. Unmanned Aerial Vehicles in Hydrology and Water Management: Applications, Challenges, and Perspectives B. Acharya et al. 10.1029/2021WR029925
77. On the Use of Unmanned Aerial Systems for Environmental Monitoring S. Manfreda et al. 10.3390/rs10040641
78. PTV-Stream: A simplified particle tracking velocimetry framework for stream surface flow monitoring F. Tauro et al. 10.1016/j.catena.2018.09.009
79. A review of remote sensing of flood monitoring and assessment in southern Africa C. Shoko & T. Dube 10.1016/j.pce.2024.103796
80. Geoscientists in the Sky: Unmanned Aerial Vehicles Responding to Geohazards R. Antoine et al. 10.1007/s10712-020-09611-7
81. Bildbasierte Durchflussmessverfahren für das Monitoring von Hochwasserereignissen I. Hansen et al. 10.1007/s35147-023-1871-x
82. Large-Scale Particle Image Velocimetry to Measure Streamflow from Videos Recorded from Unmanned Aerial Vehicle and Fixed Imaging System W. Liu et al. 10.3390/rs13142661
83. Safer this way: Identifying flooded roads for facilitating mobility during floods P. Panakkal et al. 10.1016/j.jhydrol.2023.130100
84. Stereo-imaging LSPIV (SI-LSPIV) for 3D water surface reconstruction and discharge measurement in mountain river flows W. Li et al. 10.1016/j.jhydrol.2019.124099
85. Probabilistic Evaluation and Filtering of Image Velocimetry Measurements E. Rozos et al. 10.3390/w13162206
86. A comparison of tools and techniques for stabilising unmanned aerial system (UAS) imagery for surface flow observations R. Ljubičić et al. 10.5194/hess-25-5105-2021
87. Remote Sensing Analysis of Geologic Hazards D. Giordan et al. 10.3390/rs14194818
88. Spatiotemporal Investigation of Event-Driven Sedimentation in a Tidally Influenced Shipyard by Air and Waterborne Observations O. Lojek et al. 10.1061/(ASCE)WW.1943-5460.0000572
89. 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. 10.3389/frsen.2022.798973
90. Synthetic River Flow Videos for Evaluating Image‐Based Velocimetry Methods G. Bodart et al. 10.1029/2022WR032251
91. UAS remote sensing applications to abrupt cold region hazards M. Verfaillie et al. 10.3389/frsen.2023.1095275
92. Automatic Estimation of Urban Waterlogging Depths from Video Images Based on Ubiquitous Reference Objects J. Jiang et al. 10.3390/rs11050587
93. Optical Tracking Velocimetry (OTV): Leveraging Optical Flow and Trajectory-Based Filtering for Surface Streamflow Observations F. Tauro et al. 10.3390/rs10122010
94. Operational and emerging capabilities for surface water flood forecasting L. Speight et al. 10.1002/wat2.1517
95. River velocity measurements using optical flow algorithm and unoccupied aerial vehicles: A case study J. Jyoti et al. 10.1016/j.flowmeasinst.2023.102341
96. Bringing vision to climate: A hierarchical model for water depth monitoring in headwater streams X. Zhao et al. 10.1016/j.inffus.2024.102448
97. Adequacy Analysis Using UAV of Heavy Rainfall Disaster Reduction Facilities According to Urban Development in Republic of Korea Y. Song et al. 10.3390/rs15235518
98. The effect of groyne field on trapping macroplastic. Preliminary results from laboratory experiments Ł. Przyborowski et al. 10.1016/j.scitotenv.2024.171184
99. More eyes on the road: Sensing flooded roads by fusing real-time observations from public data sources P. Panakkal & J. Padgett 10.1016/j.ress.2024.110368
100. Deep Learning Semantic Segmentation for Water Level Estimation Using Surveillance Camera N. Muhadi et al. 10.3390/app11209691
101. Remote Sensing of Geomorphodiversity Linked to Biodiversity—Part III: Traits, Processes and Remote Sensing Characteristics A. Lausch et al. 10.3390/rs14092279
102. Estimations of surface velocity distributions from X-band radar images during floods observed at the mouth of Tenryu River, Japan I. Humam & S. Takewaka 10.1080/00221686.2024.2305360
103. Instantaneous River‐Wide Water Surface Velocity Field Measurements at Centimeter Scales Using Infrared Quantitative Image Velocimetry S. Schweitzer & E. Cowen 10.1029/2020WR029279
104. Hydro‐morphological mapping of river reaches using videos captured with UAS A. Eltner et al. 10.1002/esp.5205
105. Numerical Insights Into the Effects of Model Geometric Distortion in Laboratory Experiments of Urban Flooding X. Li et al. 10.1029/2019WR026774
106. The importance of volunteered geographic information for the validation of flood inundation models E. Rollason et al. 10.1016/j.jhydrol.2018.05.002
107. Towards harmonisation of image velocimetry techniques for river surface velocity observations M. Perks et al. 10.5194/essd-12-1545-2020
108. Deep learning for automated river-level monitoring through river-camera images: an approach based on water segmentation and transfer learning R. Vandaele et al. 10.5194/hess-25-4435-2021
109. Characteristics of Infrastructure and Surrounding Geo-Environmental Circumstances Involved in Fatal Incidents Caused by Flash Flooding: Evidence from Greece M. Diakakis 10.3390/w14050746
110. Advancing river monitoring using image-based techniques: challenges and opportunities S. Manfreda et al. 10.1080/02626667.2024.2333846
111. Monitoring Water Diversity and Water Quality with Remote Sensing and Traits A. Lausch et al. 10.3390/rs16132425