127 citations as recorded by crossref.

1. Accounting for permafrost creep in high-resolution snow depth mapping by modelling sub-snow ground deformation J. Goetz et al. 10.1016/j.rse.2019.111275
2. Gap-filling snow-depth time-series with Kalman Filtering-Smoothing and Expectation Maximization: Proof of concept using spatially dense wireless-sensor-network data F. Avanzi et al. 10.1016/j.coldregions.2020.103066
3. Monitoring snow depth variations in an avalanche release area using low-cost lidar and optical sensors P. Ruttner et al. 10.5194/nhess-25-1315-2025
4. Accuracy assessment of late winter snow depth mapping for tundra environments using Structure-from-Motion photogrammetry B. Walker et al. 10.1139/as-2020-0006
5. Applications of unmanned aerial vehicle (UAV) surveys and Structure from Motion photogrammetry in glacial and periglacial geomorphology S. Śledź et al. 10.1016/j.geomorph.2021.107620
6. Measuring the spatiotemporal variability in snow depth in subarctic environments using UASs – Part 1: Measurements, processing, and accuracy assessment A. Rauhala et al. 10.5194/tc-17-4343-2023
7. Marginal snowpacks: The basis for a global definition and existing research needs J. López-Moreno et al. 10.1016/j.earscirev.2024.104751
8. Are estimates of wind characteristics based on measurements with Pitot tubes and GNSS receivers mounted on consumer-grade unmanned aerial vehicles applicable in meteorological studies? T. Niedzielski et al. 10.1007/s10661-017-6141-x
9. Szorstkość pokrycia terenu jako źródło błędu metody SfM zastosowanej do rekonstrukcji zasięgu pokrywy śnieżnej = Terrain roughness as a source of error with the SfM method applied to the reconstruction of snow cover extent D. Szafert et al. 10.7163/PrzG.2020.3.4
10. Obstacle detection in snow covered terrain S. Vecherin et al. 10.1016/j.jterra.2023.05.004
11. Accuracy of snow depth estimation in mountain and prairie environments by an unmanned aerial vehicle P. Harder et al. 10.5194/tc-10-2559-2016
12. Photogrammetric reconstruction of homogenous snow surfaces in alpine terrain applying near-infrared UAS imagery Y. Bühler et al. 10.1080/01431161.2016.1275060
13. Application of Low-Cost UASs and Digital Photogrammetry for High-Resolution Snow Depth Mapping in the Arctic E. Cimoli et al. 10.3390/rs9111144
14. Spatio-temporal variability of surface mass balance in the accumulation zone of the Mer de Glace, French Alps, from multitemporal terrestrial LiDAR measurements M. Réveillet et al. 10.1017/jog.2020.92
15. Combining Ground‐Penetrating Radar With Terrestrial LiDAR Scanning to Estimate the Spatial Distribution of Liquid Water Content in Seasonal Snowpacks R. Webb et al. 10.1029/2018WR022680
16. Spatially continuous snow depth mapping by aeroplane photogrammetry for annual peak of winter from 2017 to 2021 in open areas L. Bührle et al. 10.5194/tc-17-3383-2023
17. Maximum entropy modeling to identify physical drivers of shallow snowpack heterogeneity using unpiloted aerial system (UAS) lidar E. Cho et al. 10.1016/j.jhydrol.2021.126722
18. Drone-based ground-penetrating radar (GPR) application to snow hydrology E. Valence et al. 10.5194/tc-16-3843-2022
19. Synergistic analysis of satellite, unmanned aerial vehicle, terrestrial laser scanner data and process-based modelling for understanding the dynamics and morphological changes around the snout of Gangotri Glacier, India P. Dhote et al. 10.1016/j.geomorph.2021.108005
20. Remote Sensing Techniques for Assessing Snow Avalanche Formation Factors and Building Hazard Monitoring Systems N. Denissova et al. 10.3390/atmos15111343
21. Intercomparison of photogrammetric platforms for spatially continuous snow depth mapping L. Eberhard et al. 10.5194/tc-15-69-2021
22. Accuracy of Unmanned Aerial Systems Photogrammetry and Structure from Motion in Surveying and Mapping: A Review S. Deliry & U. Avdan 10.1007/s12524-021-01366-x
23. European In-Situ Snow Measurements: Practices and Purposes R. Pirazzini et al. 10.3390/s18072016
24. Within‐Stand Boundary Effects on Snow Water Equivalent Distribution in Forested Areas R. Webb et al. 10.1029/2019WR024905
25. Investigating ANN architectures and training to estimate snow water equivalent from snow depth K. Ntokas et al. 10.5194/hess-25-3017-2021
26. The Canadian Hydrological Model (CHM) v1.0: a multi-scale, multi-extent, variable-complexity hydrological model – design and overview C. Marsh et al. 10.5194/gmd-13-225-2020
27. Regional snow-avalanche detection using object-based image analysis of near-infrared aerial imagery K. Korzeniowska et al. 10.5194/nhess-17-1823-2017
28. Factors Influencing the Accuracy of Shallow Snow Depth Measured Using UAV-Based Photogrammetry S. Lee et al. 10.3390/rs13040828
29. Structure from Motion of Multi-Angle RPAS Imagery Complements Larger-Scale Airborne Lidar Data for Cost-Effective Snow Monitoring in Mountain Forests P. Broxton & W. van Leeuwen 10.3390/rs12142311
30. Applications of Unmanned Aerial Vehicles in Cryosphere: Latest Advances and Prospects C. Gaffey & A. Bhardwaj 10.3390/rs12060948
31. Combined Use of Terrestrial Laser Scanning and UAV Photogrammetry in Mapping Alpine Terrain J. Šašak et al. 10.3390/rs11182154
32. Accuracy Assessment of Digital Surface Models from Unmanned Aerial Vehicles’ Imagery on Glaciers S. Gindraux et al. 10.3390/rs9020186
33. Snow process monitoring using time-lapse structure-from-motion photogrammetry with a single camera J. Liu et al. 10.1016/j.coldregions.2021.103355
34. Repetitive Rockfall Trajectory Testing A. Volkwein et al. 10.3390/geosciences8030088
35. Real-Time Alpine Measurement System Using Wireless Sensor Networks S. Malek et al. 10.3390/s17112583
36. Passive Microwave Remote Sensing of Snow Depth: Techniques, Challenges and Future Directions S. Tanniru & R. Ramsankaran 10.3390/rs15041052
37. Fully-automated estimation of snow depth in near real time with the use of unmanned aerial vehicles without utilizing ground control points B. Miziński & T. Niedzielski 10.1016/j.coldregions.2017.03.006
38. Combining high spatial resolution snow mapping and meteorological analyses to improve forecasting of destructive avalanches in Longyearbyen, Svalbard H. Hancock et al. 10.1016/j.coldregions.2018.05.011
39. Unmanned Aerial Vehicle-Based Structure from Motion Technique for Precise Snow Depth Retrieval—Implication for Optimal Ground Control Point Deployment Strategy S. Shu et al. 10.3390/rs15092297
40. Estimating snow water equivalent using unmanned aerial vehicles for determining snow-melt runoff T. Niedzielski et al. 10.1016/j.jhydrol.2019.124046
41. Retrieval of Snow Water Equivalent, Liquid Water Content, and Snow Height of Dry and Wet Snow by Combining GPS Signal Attenuation and Time Delay F. Koch et al. 10.1029/2018WR024431
42. MAPunet: High-resolution snow depth mapping through U-Net pixel-wise regression A. Betato et al. 10.1016/j.rsase.2025.101477
43. Monitoring Spatial and Temporal Differences in Andean Snow Depth Derived From Satellite Tri-Stereo Photogrammetry T. Shaw et al. 10.3389/feart.2020.579142
44. Image acquisition effects on Unmanned Air Vehicle snow depth retrievals A. Tekeli & S. Dönmez 10.5194/piahs-380-81-2018
45. IT-SNOW: a snow reanalysis for Italy blending modeling, in situ data, and satellite observations (2010–2021) F. Avanzi et al. 10.5194/essd-15-639-2023
46. Fuzzy Techniques for Artificial Snow Cover Optimization in the Ski Areas. Case Study: Obârșia Lotrului (Southern Carpathians, Romania) L. Ilie et al. 10.3390/su12020632
47. Spectral albedo measurements over snow-covered slopes: theory and slope effect corrections G. Picard et al. 10.5194/tc-14-1497-2020
48. Winter mass balance of Drangajökull ice cap (NW Iceland) derived from satellite sub-meter stereo images J. Belart et al. 10.5194/tc-11-1501-2017
49. From Patch to Catchment: A Statistical Framework to Identify and Map Soil Moisture Patterns Across Complex Alpine Terrain A. Hermes et al. 10.3389/frwa.2020.578602
50. Snow Depth Patterns in a High Mountain Andean Catchment from Satellite Optical Tristereoscopic Remote Sensing T. Shaw et al. 10.1029/2019WR024880
51. Weekly high-resolution multi-spectral and thermal uncrewed-aerial-system mapping of an alpine catchment during summer snowmelt, Niwot Ridge, Colorado O. Wigmore & N. Molotch 10.5194/essd-15-1733-2023
52. Assessing the seasonal evolution of snow depth spatial variability and scaling in complex mountain terrain Z. Miller et al. 10.5194/tc-16-4907-2022
53. Determining forest parameters for avalanche simulation using remote sensing data N. Brožová et al. 10.1016/j.coldregions.2019.102976
54. Quantifying snow drift on Arctic structures: A case study at Summit, Greenland, using UAV-based structure-from-motion photogrammetry R. Hawley & J. Millstein 10.1016/j.coldregions.2018.10.007
55. New insights on permafrost genesis and conservation in talus slopes based on observations at Flüelapass, Eastern Switzerland R. Kenner et al. 10.1016/j.geomorph.2017.04.011
56. UAS remote sensing applications to abrupt cold region hazards M. Verfaillie et al. 10.3389/frsen.2023.1095275
57. Snow drifts as a driver of alpine plant productivity as observed from weekly multispectral drone imagery O. Wigmore & N. Molotch 10.1002/eco.2694
58. Hydrologic connectivity at the hillslope scale through intra‐snowpack flow paths during snowmelt R. Webb et al. 10.1002/hyp.13686
59. Assimilation of citizen science data in snowpack modeling using a new snow data set: Community Snow Observations R. Crumley et al. 10.5194/hess-25-4651-2021
60. The Utility of Optical Satellite Winter Snow Depths for Initializing a Glacio‐Hydrological Model of a High‐Elevation, Andean Catchment T. Shaw et al. 10.1029/2020WR027188
61. Snow depth estimation at country-scale with high spatial and temporal resolution R. Daudt et al. 10.1016/j.isprsjprs.2023.01.017
62. Advancing terrestrial snow depth monitoring with machine learning and L-band InSAR data: a case study using NASA’s SnowEx 2017 data I. Alabi et al. 10.3389/frsen.2024.1481848
63. Towards Operational Fiducial Reference Measurement (FRM) Data for the Calibration and Validation of the Sentinel-3 Surface Topography Mission over Inland Waters, Sea Ice, and Land Ice E. Da Silva et al. 10.3390/rs15194826
64. Tele-effect of geomorphological change on the spatial variability of the precision of SfM-MVS 3D point-cloud models M. Zhang et al. 10.14712/23361980.2025.6
65. Mapping snow depth and volume at the alpine watershed scale from aerial imagery using Structure from Motion J. Meyer et al. 10.3389/feart.2022.989792
66. Towards Automatic UAS-Based Snow-Field Monitoring for Microclimate Research P. Gabrlik et al. 10.3390/s19081945
67. High-resolution hydrometeorological and snow data for the Dischma catchment in Switzerland J. Magnusson et al. 10.5194/essd-17-703-2025
68. Variable effects of forest canopies on snow processes in a valley of the central Spanish Pyrenees A. Sanmiguel‐Vallelado et al. 10.1002/hyp.13721
69. Towards an automated acquisition and parametrization of debris‐flow prone torrent channel properties based on photogrammetric‐derived uncrewed aerial vehicle data G. Schmucki et al. 10.1002/esp.5585
70. Spatiotemporal variability of snow depth across the Eurasian continent from 1966 to 2012 X. Zhong et al. 10.5194/tc-12-227-2018
71. A combined data assimilation and deep learning approach for continuous spatio-temporal SWE reconstruction from sparse ground tracks M. Guidicelli et al. 10.1016/j.hydroa.2024.100190
72. Simulating optical top-of-atmosphere radiance satellite images over snow-covered rugged terrain M. Lamare et al. 10.5194/tc-14-3995-2020
73. Quantification of short‐term transformations of proglacial landforms in a temperate, debris‐charged glacial landsystem, Kvíárjökull, Iceland S. Śledź et al. 10.1002/ldr.4865
74. Quantifying Uncertainties in Snow Depth Mapping From Structure From Motion Photogrammetry in an Alpine Area J. Goetz & A. Brenning 10.1029/2019WR025251
75. Multitemporal Accuracy and Precision Assessment of Unmanned Aerial System Photogrammetry for Slope-Scale Snow Depth Maps in Alpine Terrain M. Adams et al. 10.1007/s00024-017-1748-y
76. Geomorphometry today I. Florinsky 10.35595/2414-9179-2021-2-27-394-448
77. Repeat mapping of snow depth across an alpine catchment with RPAS photogrammetry T. Redpath et al. 10.5194/tc-12-3477-2018
78. Improving sub-canopy snow depth mapping with unmanned aerial vehicles: lidar versus structure-from-motion techniques P. Harder et al. 10.5194/tc-14-1919-2020
79. Light and Shadow in Mapping Alpine Snowpack With Unmanned Aerial Vehicles in the Absence of Ground Control Points J. Revuelto et al. 10.1029/2020WR028980
80. Understanding wind-driven melt of patchy snow cover L. van der Valk et al. 10.5194/tc-16-4319-2022
81. Centimetric Accuracy in Snow Depth Using Unmanned Aerial System Photogrammetry and a MultiStation F. Avanzi et al. 10.3390/rs10050765
82. Measuring the spatiotemporal variability in snow depth in subarctic environments using UASs – Part 2: Snow processes and snow–canopy interactions L. Meriö et al. 10.5194/tc-17-4363-2023
83. Unmanned Aerial Vehicles in Hydrology and Water Management: Applications, Challenges, and Perspectives B. Acharya et al. 10.1029/2021WR029925
84. Active tectonics of the onshore Hengchun Fault using UAS DSM combined with ALOS PS-InSAR time series (Southern Taiwan) B. Deffontaines et al. 10.5194/nhess-18-829-2018
85. Intercomparison of UAV platforms for mapping snow depth distribution in complex alpine terrain J. Revuelto et al. 10.1016/j.coldregions.2021.103344
86. The Utility of Infrequent Snow Depth Images for Deriving Continuous Space‐Time Estimates of Seasonal Snow Water Equivalent S. Margulis et al. 10.1029/2019GL082507
87. Snow depth mapping with unpiloted aerial system lidar observations: a case study in Durham, New Hampshire, United States J. Jacobs et al. 10.5194/tc-15-1485-2021
88. Mid-Term Monitoring of Glacier’s Variations with UAVs: The Example of the Belvedere Glacier F. Ioli et al. 10.3390/rs14010028
89. Spatial variation in early‐winter snow cover determines local dynamics in a network of alpine butterfly populations J. Roland et al. 10.1111/ecog.05407
90. Snow avalanche susceptibility assessment based on ensemble machine learning model in the central Shaluli Mountain R. Bian et al. 10.3389/feart.2022.880711
91. Snow depth mapping from stereo satellite imagery in mountainous terrain: evaluation using airborne laser-scanning data C. Deschamps-Berger et al. 10.5194/tc-14-2925-2020
92. Measurement of snow cover depth using 100 × 100 meters sampling plot and Structure from Motion method in Adventdalen, Svalbard R. Stuchlík et al. 10.5817/CPR2016-2-14
93. Mapping snow depth in open alpine terrain from stereo satellite imagery R. Marti et al. 10.5194/tc-10-1361-2016
94. Snow Avalanche Frequency Estimation (SAFE): 32 years of monitoring remote avalanche depositional zones in high mountains of Afghanistan A. Caiserman et al. 10.5194/tc-16-3295-2022
95. The impact of terrain model source and resolution on snow avalanche modeling A. Miller et al. 10.5194/nhess-22-2673-2022
96. Watershed-scale mapping of fractional snow cover under conifer forest canopy using lidar T. Kostadinov et al. 10.1016/j.rse.2018.11.037
97. Towards a webcam-based snow cover monitoring network: methodology and evaluation C. Portenier et al. 10.5194/tc-14-1409-2020
98. A Comparative Analysis of UAV-RTK and UAV-PPK Methods in Mapping Different Surface Types R. EKER et al. 10.33904/ejfe.938067
99. Accuracy of UAV Photogrammetry in Glacial and Periglacial Alpine Terrain: A Comparison With Airborne and Terrestrial Datasets A. Groos et al. 10.3389/frsen.2022.871994
100. Toward a Novel Laser-Based Approach for Estimating Snow Interception M. Russell et al. 10.3390/rs12071146
101. Uncertainty of ICESat-2 ATL06- and ATL08-derived snow depths for glacierized and vegetated mountain regions E. Enderlin et al. 10.1016/j.rse.2022.113307
102. The Potential of Low-Cost UAVs and Open-Source Photogrammetry Software for High-Resolution Monitoring of Alpine Glaciers: A Case Study from the Kanderfirn (Swiss Alps) A. Groos et al. 10.3390/geosciences9080356
103. Fractional snow-covered area: scale-independent peak of winter parameterization N. Helbig et al. 10.5194/tc-15-615-2021
104. Application of Fixed-Wing UAV-Based Photogrammetry Data for Snow Depth Mapping in Alpine Conditions M. Masný et al. 10.3390/drones5040114
105. Evaluation of single-band snow-patch mapping using high-resolution microwave remote sensing: an application in the maritime Antarctic C. Mora et al. 10.5194/tc-11-139-2017
106. Monitoring of Snow Cover Ablation Using Very High Spatial Resolution Remote Sensing Datasets R. Eker et al. 10.3390/rs11060699
107. Tree canopy and snow depth relationships at fine scales with terrestrial laser scanning A. Hojatimalekshah et al. 10.5194/tc-15-2187-2021
108. Applicability of Relatively Low-Cost Multispectral Uncrewed Aerial Systems for Surface Characterization of the Cryosphere C. Rand & A. Khan 10.3390/rs16193662
109. Modeling deadwood for rockfall mitigation assessments in windthrow areas A. Ringenbach et al. 10.5194/esurf-10-1303-2022
110. Spatial controls on the distribution and dynamics of a marginal snowpack in the Australian Alps S. Bilish et al. 10.1002/hyp.13435
111. Remote sensing of the mountain cryosphere: Current capabilities and future opportunities for research L. Taylor et al. 10.1177/03091333211023690
112. Snowdrift Landscape Patterns: An Arctic Investigation C. Parr et al. 10.1029/2020WR027823
113. Potential of Balloon Photogrammetry for Spatially Continuous Snow Depth Measurements D. Li et al. 10.1109/LGRS.2019.2953481
114. Geomorphological evolution of landslides near an active normal fault in northern Taiwan, as revealed by lidar and unmanned aircraft system data K. Chang et al. 10.5194/nhess-18-709-2018
115. Measuring prairie snow water equivalent with combined UAV-borne gamma spectrometry and lidar P. Harder et al. 10.5194/tc-18-3277-2024
116. Automated Snow Extent Mapping Based on Orthophoto Images from Unmanned Aerial Vehicles T. Niedzielski et al. 10.1007/s00024-018-1843-8
117. The use of unmanned aerial vehicles (UAVs) for engineering geology applications D. Giordan et al. 10.1007/s10064-020-01766-2
118. A Time Series of Snow Density and Snow Water Equivalent Observations Derived From the Integration of GPR and UAV SfM Observations D. McGrath et al. 10.3389/frsen.2022.886747
119. Quantifying snow water equivalent using terrestrial ground penetrating radar and unmanned aerial vehicle photogrammetry S. Yildiz et al. 10.1002/hyp.14190
120. Monitoring snow depth change across a range of landscapes with ephemeral snowpacks using structure from motion applied to lightweight unmanned aerial vehicle videos R. Fernandes et al. 10.5194/tc-12-3535-2018
121. Unpiloted Aerial Vehicle Retrieval of Snow Depth Over Freshwater Lake Ice Using Structure From Motion G. Gunn et al. 10.3389/frsen.2021.675846
122. Exploring snow distribution dynamics in steep forested slopes with UAV-borne LiDAR K. Koutantou et al. 10.1016/j.coldregions.2022.103587
123. Mapping snow depth and spatial variability using SFM photogrammetry of UAV images over rugged mountainous regions of the Western Himalaya S. Dewali et al. 10.1080/10106049.2022.2127923
124. Assessing UAV-based laser scanning for monitoring glacial processes and interactions at high spatial and temporal resolutions N. Baurley et al. 10.3389/frsen.2022.1027065
125. Monitoring the Snowpack Volume in a Sinkhole on Mount Lebanon using Time Lapse Photogrammetry C. Chakra et al. 10.3390/s19183890
126. Radar measurements of blowing snow off a mountain ridge B. Walter et al. 10.5194/tc-14-1779-2020
127. Estimating Snow Depth and Leaf Area Index Based on UAV Digital Photogrammetry T. Lendzioch et al. 10.3390/s19051027