Articles | Volume 9, issue 1
https://doi.org/10.5194/tc-9-229-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/tc-9-229-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Snow depth mapping in high-alpine catchments using digital photogrammetry
Y. Bühler
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
M. Marty
Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
L. Egli
Physikalisch-Meteorologisches Observatorium Davos, World Radiation Center (PMOD/WRC), Davos, Switzerland
J. Veitinger
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Department of Geography, University of Zurich, Zurich, Switzerland
T. Jonas
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
P. Thee
Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
C. Ginzler
Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
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Cited
85 citations as recorded by crossref.
- DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations J. Escobar Villanueva et al. 10.3390/s19143205
- Sensitivity of modeled snow stability data to meteorological input uncertainty B. Richter et al. 10.5194/nhess-20-2873-2020
- 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
- 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
- On the assimilation of optical reflectances and snow depth observations into a detailed snowpack model L. Charrois et al. 10.5194/tc-10-1021-2016
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- Snow depth estimation at country-scale with high spatial and temporal resolution R. Daudt et al. 10.1016/j.isprsjprs.2023.01.017
- Fractional snow-covered area parameterization over complex topography N. Helbig et al. 10.5194/hess-19-1339-2015
- Thermal energy in dry snow avalanches W. Steinkogler et al. 10.5194/tc-9-1819-2015
- 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
- Evaluation of snow depth retrievals from ICESat-2 using airborne laser-scanning data C. Deschamps-Berger et al. 10.5194/tc-17-2779-2023
- Local variability of a taiga snow cover due to vegetation and microtopography A. Komarov & M. Sturm 10.1080/15230430.2023.2170086
- Two decades of digital photogrammetry: Revisiting Chandler’s 1999 paper on “Effective application of automated digital photogrammetry for geomorphological research” – a synthesis D. Fawcett et al. 10.1177/0309133319832863
- End‐of‐winter snow depth variability on glaciers in Alaska D. McGrath et al. 10.1002/2015JF003539
- A Novel Method for Snow Depth Retrieval Using Improved Dense Medium RVoG Model H. Qiao et al. 10.1109/JSTARS.2023.3342993
- Within‐Stand Boundary Effects on Snow Water Equivalent Distribution in Forested Areas R. Webb et al. 10.1029/2019WR024905
- Snowcover Survey over an Arctic Glacier Forefield: Contribution of Photogrammetry to Identify “Icing” Variability and Processes É. Bernard et al. 10.3390/rs13101978
- The Spatial and Temporal Variability of Meltwater Flow Paths: Insights From a Grid of Over 100 Snow Lysimeters R. Webb et al. 10.1002/2017WR020866
- Estimating the spatial distribution of snow water equivalent in the world's mountains J. Dozier et al. 10.1002/wat2.1140
- Estimating Snow Depth and Leaf Area Index Based on UAV Digital Photogrammetry T. Lendzioch et al. 10.3390/s19051027
- Automated avalanche hazard indication mapping on a statewide scale Y. Bühler et al. 10.5194/nhess-22-1825-2022
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- Operational algorithm for generation of snow depth maps from discrete data in Indian Western Himalaya H. Gusain et al. 10.1016/j.coldregions.2016.02.012
- Influence of Slope‐Scale Snowmelt on Catchment Response Simulated With the Alpine3D Model T. Brauchli et al. 10.1002/2017WR021278
- Planning airborne photogrammetry and remote-sensing missions with modern platforms and sensors M. Pepe et al. 10.1080/22797254.2018.1444945
- A Study of a Parametric Method for the Snow Reflection Coefficient Estimation Using Air-Coupled Ultrasonic Waves K. Herman et al. 10.3390/s20154267
- Monitoring and mapping of snow cover variability using topographically derived NDSI model over north Indian Himalayas during the period 2008–19 V. Sood et al. 10.1016/j.acags.2020.100040
- Integrated modeling of snow-covered areas and hydrological processes in the Larji Sub-Basin, Himachal Pradesh, India, using SRM and SWAT models C. Kant & R. Meena 10.2166/wpt.2024.065
- The impact of terrain model source and resolution on snow avalanche modeling A. Miller et al. 10.5194/nhess-22-2673-2022
- 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
- Analysis of the Factors Affecting Airborne Digital Sensor Image Quality Y. Duan et al. 10.1109/ACCESS.2018.2887263
- 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
- The Importance of Near-Surface Winter Precipitation Processes in Complex Alpine Terrain F. Gerber et al. 10.1175/JHM-D-18-0055.1
- Recent advances in the remote sensing of alpine snow: a review S. Awasthi & D. Varade 10.1080/15481603.2021.1946938
- 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
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- Close range photogrammetry for dynamically tracking drifted snow deposition K. Basnet et al. 10.1016/j.coldregions.2015.08.013
- Snow depth from ICESat laser altimetry — A test study in southern Norway D. Treichler & A. Kääb 10.1016/j.rse.2017.01.022
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- Snow profile temperature measurements in spatiotemporal analysis of snowmelt in a subarctic forest-mire hillslope L. Meriö et al. 10.1016/j.coldregions.2018.03.013
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- 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
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- Snow Cover Variability in the Beas River Basin and its relation with climate parameters during 2007-2018 . Sunita et al. 10.1088/1755-1315/1326/1/012147
- Anisotropy of seasonal snow measured by polarimetric phase differences in radar time series S. Leinss et al. 10.5194/tc-10-1771-2016
- A machine learning approach for estimating snow depth across the European Alps from Sentinel-1 imagery D. Dunmire et al. 10.1016/j.rse.2024.114369
- Passive Microwave Remote Sensing of Snow Depth: Techniques, Challenges and Future Directions S. Tanniru & R. Ramsankaran 10.3390/rs15041052
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- Continuous monitoring of snowpack dynamics in alpine terrain by aboveground neutron sensing P. Schattan et al. 10.1002/2016WR020234
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- Subgrid parameterization for snow depth over mountainous terrain from flat field snow depth N. Helbig & A. van Herwijnen 10.1002/2016WR019872
- Time‐Lapse Photogrammetry of Distributed Snow Depth During Snowmelt S. Filhol et al. 10.1029/2018WR024530
- Hydrologic connectivity at the hillslope scale through intra‐snowpack flow paths during snowmelt R. Webb et al. 10.1002/hyp.13686
- The evaluation of the potential of global data products for snow hydrological modelling in ungauged high-alpine catchments M. Weber et al. 10.5194/hess-25-2869-2021
- Snow Cover Response to Climatological Factors at the Beas River Basin of W. Himalayas from MODIS and ERA5 Datasets . Sunita et al. 10.3390/s23208387
- Modeling Spatial Distribution of Snow Water Equivalent by Combining Meteorological and Satellite Data with Lidar Maps U. Mital et al. 10.1175/AIES-D-22-0010.1
- Spatial and Spectral Analysis of Resampling Algorithms in Image Fusion of Optical and Microwave Satellite Images: A Case Study Over Western Himalayas R. Kaur et al. 10.1007/s12524-024-01912-3
- European In-Situ Snow Measurements: Practices and Purposes R. Pirazzini et al. 10.3390/s18072016
- 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
- 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
- Dynamic anticrack propagation in snow J. Gaume et al. 10.1038/s41467-018-05181-w
- Exploring snow distribution dynamics in steep forested slopes with UAV-borne LiDAR K. Koutantou et al. 10.1016/j.coldregions.2022.103587
- Intercomparison of photogrammetric platforms for spatially continuous snow depth mapping L. Eberhard et al. 10.5194/tc-15-69-2021
- 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
- Scaling Precipitation Input to Spatially Distributed Hydrological Models by Measured Snow Distribution C. Vögeli et al. 10.3389/feart.2016.00108
- Remote sensing of snow avalanches: Recent advances, potential, and limitations M. Eckerstorfer et al. 10.1016/j.coldregions.2015.11.001
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- Consumer‐grade UAV solid‐state LiDAR accurately quantifies topography in a vegetated fluvial environment C. MacDonell et al. 10.1002/esp.5608
- Measuring snow ablation rates in alpine terrain with a mobile multioffset ground‐penetrating radar system N. Griessinger et al. 10.1002/hyp.13259
- Snowdrift Landscape Patterns: An Arctic Investigation C. Parr et al. 10.1029/2020WR027823
- Terrestrial laser scanning improves digital elevation models and topsoil pH modelling in regions with complex topography and dense vegetation A. Baltensweiler et al. 10.1016/j.envsoft.2017.05.009
- Centimetric Accuracy in Snow Depth Using Unmanned Aerial System Photogrammetry and a MultiStation F. Avanzi et al. 10.3390/rs10050765
- A seasonal algorithm of the snow-covered area fraction for mountainous terrain N. Helbig et al. 10.5194/tc-15-4607-2021
- Glacier topography and elevation changes derived from Pléiades sub-meter stereo images E. Berthier et al. 10.5194/tc-8-2275-2014
- Elevation dependency of mountain snow depth T. Grünewald et al. 10.5194/tc-8-2381-2014
- Autonomous Aerial Vehicles (AAVs) as a Tool for Improving the Spatial Resolution of Snow Albedo Measurements in Mountainous Regions E. Sproles et al. 10.3390/hydrology7030041
- Operational algorithm for generation of snow depth maps from discrete data in Indian Western Himalaya H. Gusain et al. 10.1016/j.coldregions.2016.02.012
- A critical analysis on the uncertainty computation in ground-penetrating radar-retrieved dry snow parameters F. Di Paolo et al. 10.1190/geo2019-0683.1
80 citations as recorded by crossref.
- DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations J. Escobar Villanueva et al. 10.3390/s19143205
- Sensitivity of modeled snow stability data to meteorological input uncertainty B. Richter et al. 10.5194/nhess-20-2873-2020
- 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
- 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
- On the assimilation of optical reflectances and snow depth observations into a detailed snowpack model L. Charrois et al. 10.5194/tc-10-1021-2016
- 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
- Snow depth estimation at country-scale with high spatial and temporal resolution R. Daudt et al. 10.1016/j.isprsjprs.2023.01.017
- Fractional snow-covered area parameterization over complex topography N. Helbig et al. 10.5194/hess-19-1339-2015
- Thermal energy in dry snow avalanches W. Steinkogler et al. 10.5194/tc-9-1819-2015
- 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
- Evaluation of snow depth retrievals from ICESat-2 using airborne laser-scanning data C. Deschamps-Berger et al. 10.5194/tc-17-2779-2023
- Local variability of a taiga snow cover due to vegetation and microtopography A. Komarov & M. Sturm 10.1080/15230430.2023.2170086
- Two decades of digital photogrammetry: Revisiting Chandler’s 1999 paper on “Effective application of automated digital photogrammetry for geomorphological research” – a synthesis D. Fawcett et al. 10.1177/0309133319832863
- End‐of‐winter snow depth variability on glaciers in Alaska D. McGrath et al. 10.1002/2015JF003539
- A Novel Method for Snow Depth Retrieval Using Improved Dense Medium RVoG Model H. Qiao et al. 10.1109/JSTARS.2023.3342993
- Within‐Stand Boundary Effects on Snow Water Equivalent Distribution in Forested Areas R. Webb et al. 10.1029/2019WR024905
- Snowcover Survey over an Arctic Glacier Forefield: Contribution of Photogrammetry to Identify “Icing” Variability and Processes É. Bernard et al. 10.3390/rs13101978
- The Spatial and Temporal Variability of Meltwater Flow Paths: Insights From a Grid of Over 100 Snow Lysimeters R. Webb et al. 10.1002/2017WR020866
- Estimating the spatial distribution of snow water equivalent in the world's mountains J. Dozier et al. 10.1002/wat2.1140
- Estimating Snow Depth and Leaf Area Index Based on UAV Digital Photogrammetry T. Lendzioch et al. 10.3390/s19051027
- Automated avalanche hazard indication mapping on a statewide scale Y. Bühler et al. 10.5194/nhess-22-1825-2022
- Mapping snow depth in alpine terrain with unmanned aerial systems (UASs): potential and limitations Y. Bühler et al. 10.5194/tc-10-1075-2016
- Operational algorithm for generation of snow depth maps from discrete data in Indian Western Himalaya H. Gusain et al. 10.1016/j.coldregions.2016.02.012
- Influence of Slope‐Scale Snowmelt on Catchment Response Simulated With the Alpine3D Model T. Brauchli et al. 10.1002/2017WR021278
- Planning airborne photogrammetry and remote-sensing missions with modern platforms and sensors M. Pepe et al. 10.1080/22797254.2018.1444945
- A Study of a Parametric Method for the Snow Reflection Coefficient Estimation Using Air-Coupled Ultrasonic Waves K. Herman et al. 10.3390/s20154267
- Monitoring and mapping of snow cover variability using topographically derived NDSI model over north Indian Himalayas during the period 2008–19 V. Sood et al. 10.1016/j.acags.2020.100040
- Integrated modeling of snow-covered areas and hydrological processes in the Larji Sub-Basin, Himachal Pradesh, India, using SRM and SWAT models C. Kant & R. Meena 10.2166/wpt.2024.065
- The impact of terrain model source and resolution on snow avalanche modeling A. Miller et al. 10.5194/nhess-22-2673-2022
- 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
- Analysis of the Factors Affecting Airborne Digital Sensor Image Quality Y. Duan et al. 10.1109/ACCESS.2018.2887263
- 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
- The Importance of Near-Surface Winter Precipitation Processes in Complex Alpine Terrain F. Gerber et al. 10.1175/JHM-D-18-0055.1
- Recent advances in the remote sensing of alpine snow: a review S. Awasthi & D. Varade 10.1080/15481603.2021.1946938
- 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
- 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
- Close range photogrammetry for dynamically tracking drifted snow deposition K. Basnet et al. 10.1016/j.coldregions.2015.08.013
- Snow depth from ICESat laser altimetry — A test study in southern Norway D. Treichler & A. Kääb 10.1016/j.rse.2017.01.022
- Monitoring of Snow Cover Ablation Using Very High Spatial Resolution Remote Sensing Datasets R. Eker et al. 10.3390/rs11060699
- Snow profile temperature measurements in spatiotemporal analysis of snowmelt in a subarctic forest-mire hillslope L. Meriö et al. 10.1016/j.coldregions.2018.03.013
- Mapping snow depth in open alpine terrain from stereo satellite imagery R. Marti et al. 10.5194/tc-10-1361-2016
- Fractional snow-covered area: scale-independent peak of winter parameterization N. Helbig et al. 10.5194/tc-15-615-2021
- Factors Influencing the Accuracy of Shallow Snow Depth Measured Using UAV-Based Photogrammetry S. Lee et al. 10.3390/rs13040828
- 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
- Hyper-resolution ensemble-based snow reanalysis in mountain regions using clustering J. Fiddes et al. 10.5194/hess-23-4717-2019
- Direct photogrammetry with multispectral imagery for UAV-based snow depth estimation K. Maier et al. 10.1016/j.isprsjprs.2022.01.020
- Mapping snow depth from manned aircraft on landscape scales at centimeter resolution using structure-from-motion photogrammetry M. Nolan et al. 10.5194/tc-9-1445-2015
- Modeling spatially distributed snow instability at a regional scale using Alpine3D B. Richter et al. 10.1017/jog.2021.61
- Pléiades satellite images for deriving forest metrics in the Alpine region L. Piermattei et al. 10.1016/j.jag.2019.04.008
- Snow Cover Variability in the Beas River Basin and its relation with climate parameters during 2007-2018 . Sunita et al. 10.1088/1755-1315/1326/1/012147
- Anisotropy of seasonal snow measured by polarimetric phase differences in radar time series S. Leinss et al. 10.5194/tc-10-1771-2016
- A machine learning approach for estimating snow depth across the European Alps from Sentinel-1 imagery D. Dunmire et al. 10.1016/j.rse.2024.114369
- Passive Microwave Remote Sensing of Snow Depth: Techniques, Challenges and Future Directions S. Tanniru & R. Ramsankaran 10.3390/rs15041052
- Estimation of Spatial Snowpack Properties in a Snow-Avalanche Release Area: An Extreme Case on Mt. Nodanishoji, Japan, in 2021 Y. Katsuyama et al. 10.20965/jdr.2023.p0895
- Continuous monitoring of snowpack dynamics in alpine terrain by aboveground neutron sensing P. Schattan et al. 10.1002/2016WR020234
- Evaluating a prediction system for snow management P. Ebner et al. 10.5194/tc-15-3949-2021
- Subgrid parameterization for snow depth over mountainous terrain from flat field snow depth N. Helbig & A. van Herwijnen 10.1002/2016WR019872
- Time‐Lapse Photogrammetry of Distributed Snow Depth During Snowmelt S. Filhol et al. 10.1029/2018WR024530
- Hydrologic connectivity at the hillslope scale through intra‐snowpack flow paths during snowmelt R. Webb et al. 10.1002/hyp.13686
- The evaluation of the potential of global data products for snow hydrological modelling in ungauged high-alpine catchments M. Weber et al. 10.5194/hess-25-2869-2021
- Snow Cover Response to Climatological Factors at the Beas River Basin of W. Himalayas from MODIS and ERA5 Datasets . Sunita et al. 10.3390/s23208387
- Modeling Spatial Distribution of Snow Water Equivalent by Combining Meteorological and Satellite Data with Lidar Maps U. Mital et al. 10.1175/AIES-D-22-0010.1
- Spatial and Spectral Analysis of Resampling Algorithms in Image Fusion of Optical and Microwave Satellite Images: A Case Study Over Western Himalayas R. Kaur et al. 10.1007/s12524-024-01912-3
- European In-Situ Snow Measurements: Practices and Purposes R. Pirazzini et al. 10.3390/s18072016
- 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
- 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
- Dynamic anticrack propagation in snow J. Gaume et al. 10.1038/s41467-018-05181-w
- Exploring snow distribution dynamics in steep forested slopes with UAV-borne LiDAR K. Koutantou et al. 10.1016/j.coldregions.2022.103587
- Intercomparison of photogrammetric platforms for spatially continuous snow depth mapping L. Eberhard et al. 10.5194/tc-15-69-2021
- 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
- Scaling Precipitation Input to Spatially Distributed Hydrological Models by Measured Snow Distribution C. Vögeli et al. 10.3389/feart.2016.00108
- Remote sensing of snow avalanches: Recent advances, potential, and limitations M. Eckerstorfer et al. 10.1016/j.coldregions.2015.11.001
- Suitability of ground-based SfM–MVS for monitoring glacial and periglacial processes L. Piermattei et al. 10.5194/esurf-4-425-2016
- Photogrammetric reconstruction of homogenous snow surfaces in alpine terrain applying near-infrared UAS imagery Y. Bühler et al. 10.1080/01431161.2016.1275060
- Consumer‐grade UAV solid‐state LiDAR accurately quantifies topography in a vegetated fluvial environment C. MacDonell et al. 10.1002/esp.5608
- Measuring snow ablation rates in alpine terrain with a mobile multioffset ground‐penetrating radar system N. Griessinger et al. 10.1002/hyp.13259
- Snowdrift Landscape Patterns: An Arctic Investigation C. Parr et al. 10.1029/2020WR027823
- Terrestrial laser scanning improves digital elevation models and topsoil pH modelling in regions with complex topography and dense vegetation A. Baltensweiler et al. 10.1016/j.envsoft.2017.05.009
- Centimetric Accuracy in Snow Depth Using Unmanned Aerial System Photogrammetry and a MultiStation F. Avanzi et al. 10.3390/rs10050765
- A seasonal algorithm of the snow-covered area fraction for mountainous terrain N. Helbig et al. 10.5194/tc-15-4607-2021
5 citations as recorded by crossref.
- Glacier topography and elevation changes derived from Pléiades sub-meter stereo images E. Berthier et al. 10.5194/tc-8-2275-2014
- Elevation dependency of mountain snow depth T. Grünewald et al. 10.5194/tc-8-2381-2014
- Autonomous Aerial Vehicles (AAVs) as a Tool for Improving the Spatial Resolution of Snow Albedo Measurements in Mountainous Regions E. Sproles et al. 10.3390/hydrology7030041
- Operational algorithm for generation of snow depth maps from discrete data in Indian Western Himalaya H. Gusain et al. 10.1016/j.coldregions.2016.02.012
- A critical analysis on the uncertainty computation in ground-penetrating radar-retrieved dry snow parameters F. Di Paolo et al. 10.1190/geo2019-0683.1
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Latest update: 13 Dec 2024
Short summary
We are able to map snow depth over large areas ( > 100km2) using airborne digital photogrammetry. Digital photogrammetry is more economical than airborne Laser Scanning but slightly less accurate. Comparisons to independent snow depth measurements reveal an accuracy of about 30cm. Spatial continuous mapping of snow depth is a major step forward compared to point measurements usually applied today. Limitations are steep slopes (> 50°) and areas covered by trees and scrubs.
We are able to map snow depth over large areas ( 100km2) using airborne digital photogrammetry....