201 citations as recorded by crossref.

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2. Snow observation from space: An approach to improving snow cover detection using four decades of Landsat and Sentinel-2 imageries across Switzerland C. Poussin et al. https://doi.org/10.1016/j.srs.2024.100182
3. Record early snow disappearance in 2020 and 2022 across central Svalbard S. Karlsen et al. https://doi.org/10.1016/j.rsase.2025.101606
4. Non-Binary Snow Index for Multi-Component Surfaces M. Arreola-Esquivel et al. https://doi.org/10.3390/rs13142777
5. Snow Detection in Gaofen-1 Multi-Spectral Images Based on Swin-Transformer and U-Shaped Dual-Branch Encoder Structure Network with Geographic Information Y. Wu et al. https://doi.org/10.3390/rs16173327
6. Potential of Sentinel-3 snow cover fraction data for improving hydrological simulations at the regional scale M. Tanhapour et al. https://doi.org/10.1038/s41598-026-46403-2
7. Assessing the impact of Earth Observation data-driven calibration of the melting coefficient on the LISFLOOD snow module V. Premier et al. https://doi.org/10.5194/hess-30-1189-2026
8. Remote sensing of the mountain cryosphere: Current capabilities and future opportunities for research L. Taylor et al. https://doi.org/10.1177/03091333211023690
9. Multi-scale snowdrift-permitting modelling of mountain snowpack V. Vionnet et al. https://doi.org/10.5194/tc-15-743-2021
10. Automated snow cover detection on mountain glaciers using spaceborne imagery and machine learning R. Aberle et al. https://doi.org/10.5194/tc-19-1675-2025
11. Morphological indexes to describe snow-cover patterns in a high-alpine area L. Ferrarin et al. https://doi.org/10.1017/aog.2023.62
12. Assessment of snow cover mapping algorithms from Landsat surface reflectance data and application to automated snowline delineation X. Xiao & S. Liang https://doi.org/10.1016/j.rse.2024.114163
13. High-Resolution Monitoring of the Snow Cover on the Moroccan Atlas through the Spatio-Temporal Fusion of Landsat and Sentinel-2 Images M. Bousbaa et al. https://doi.org/10.3390/rs14225814
14. A high-resolution snow dataset for Switzerland (2016–2025) combining physics-based simulations and in situ observations M. Oberrauch et al. https://doi.org/10.5194/tc-20-3387-2026
15. Retrieval of Snow Albedo and Total Ozone Column from Single-View MSI/S-2 Spectral Reflectance Measurements over Antarctica A. Kokhanovsky et al. https://doi.org/10.3390/rs13214404
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18. MAT-MS: A mask-aware transformer for constructing gap-free MODIS normalized difference snow index products J. Xu et al. https://doi.org/10.1016/j.isprsjprs.2025.07.004
19. Dynamics, distribution, and transformations of mercury species from pyrenean high-altitude lakes B. Duval et al. https://doi.org/10.1016/j.envres.2022.114611
20. Comparing Measured Incoming Shortwave and Longwave Radiation on a Glacier Surface with Estimated Records from Satellite and Off-Glacier Observations: A Case Study for the Forni Glacier, Italy A. Senese et al. https://doi.org/10.3390/rs12223719
21. Comparing Landsat-8 and Sentinel-2 top of atmosphere and surface reflectance in high latitude regions: case study in Alaska J. Chen & W. Zhu https://doi.org/10.1080/10106049.2021.1924295
22. On the Detection of Snow Cover Changes over the Australian Snowy Mountains Using a Dynamic OBIA Approach A. Rasouli et al. https://doi.org/10.3390/atmos13050826
23. Towards the assimilation of satellite reflectance into semi-distributed ensemble snowpack simulations B. Cluzet et al. https://doi.org/10.1016/j.coldregions.2019.102918
24. The Snowline and 0°C Isotherm Altitudes During Precipitation Events in the Dry Subtropical Chilean Andes as Seen by Citizen Science, Surface Stations, and ERA5 Reanalysis Data S. Schauwecker et al. https://doi.org/10.3389/feart.2022.875795
25. Introduction to a 45-year (1979–2023) global daily snow cover fraction product from multiple AVHRR satellites with accuracy assessment X. Xiao et al. https://doi.org/10.1016/j.rse.2026.115235
26. IT-SNOW: a snow reanalysis for Italy blending modeling, in situ data, and satellite observations (2010–2021) F. Avanzi et al. https://doi.org/10.5194/essd-15-639-2023
27. Climate-related drivers of nutrient inputs and food web structure in shallow Arctic lake ecosystems E. Calizza et al. https://doi.org/10.1038/s41598-022-06136-4
28. SnowWarp: An open science and open data tool for daily monitoring of snow dynamics G. Laurin et al. https://doi.org/10.1016/j.envsoft.2022.105477
29. Improving the Spatial Distribution of Snow Cover Simulations by Assimilation of Satellite Stereoscopic Imagery C. Deschamps‐Berger et al. https://doi.org/10.1029/2021WR030271
30. Evaluation of Methods for Mapping the Snow Cover Area at High Spatio-Temporal Resolution with VENμS M. Baba et al. https://doi.org/10.3390/rs12183058
31. Snow and Cloud Classification in Historical SPOT Images: An Image Emulation Approach for Training a Deep Learning Model Without Reference Data Z. Barrou Dumont et al. https://doi.org/10.1109/JSTARS.2024.3361838
32. Advances and prospects in reconstruction approaches for snow cover mapping using polar-orbiting satellites J. Zhang et al. https://doi.org/10.3389/feart.2025.1649808
33. Intercomparison of Earth Observation products for hyper-resolution hydrological modelling over Europe A. García-García et al. https://doi.org/10.1016/j.rse.2025.115131
34. Camera traps reveal seasonal variation in activity and occupancy of the Alpine mountain hare Lepus timidus varronis M. Bison et al. https://doi.org/10.1002/wlb3.01186
35. Exploring the Potential of AMSR2 for Fractional Snow Cover Retrieval Using Multivariate Machine Learning in Western China S. Meng et al. https://doi.org/10.1109/JSTARS.2025.3612362
36. Canopy structure, topography, and weather are equally important drivers of small-scale snow cover dynamics in sub-alpine forests G. Mazzotti et al. https://doi.org/10.5194/hess-27-2099-2023
37. Analyzing the sensitivity of a blowing snow model (SnowPappus) to precipitation forcing, blowing snow, and spatial resolution A. Haddjeri et al. https://doi.org/10.5194/tc-18-3081-2024
38. Nest orientation and proximity to snow patches are important for nest site selection of a cavity breeder at high elevation C. Niffenegger et al. https://doi.org/10.1111/jav.03046
39. Comparison of MODIS and Model-Derived Snow-Covered Areas: Impact of Land Use and Solar Illumination Conditions N. Di Marco et al. https://doi.org/10.3390/geosciences10040134
40. Reconstructing Snow-Free Sentinel-2 Satellite Imagery: A Generative Adversarial Network (GAN) Approach T. Oluwadare et al. https://doi.org/10.3390/rs16132352
41. Recent advances in the remote sensing of alpine snow: a review S. Awasthi & D. Varade https://doi.org/10.1080/15481603.2021.1946938
42. Evaluating MODIS cloud-free snow cover datasets using massive spatial benchmark data in the Tibetan Plateau Y. Gao et al. https://doi.org/10.1016/j.scitotenv.2024.175245
43. Enhanced scaling effects significantly lower the ability of MODIS normalized difference snow index to estimate fractional and binary snow cover on the Tibetan Plateau H. Zhang et al. https://doi.org/10.1016/j.jhydrol.2020.125795
44. A Deep Learning Approach for Wet Snow Monitoring in Mountainous Regions From SAR Image Time Series Based on Sentinel-1 and Sentinel-2 Snow Products T. Lê et al. https://doi.org/10.1109/TGRS.2025.3631318
45. Brief communication: Evaluation of the snow cover detection in the Copernicus High Resolution Snow & Ice Monitoring Service Z. Barrou Dumont et al. https://doi.org/10.5194/tc-15-4975-2021
46. Evaluating precipitation corrections to enhance high-alpine hydrological modeling T. Pulka et al. https://doi.org/10.1016/j.jhydrol.2024.132202
47. Synthesizing long-term satellite imagery consistent with climate data: Application to daily snow cover F. Zakeri & G. Mariethoz https://doi.org/10.1016/j.rse.2023.113877
48. Intercomparison of Sentinel-2 and modelled snow cover maps in a high-elevation Alpine catchment F. Hofmeister et al. https://doi.org/10.1016/j.hydroa.2022.100123
49. A massive rock and ice avalanche caused the 2021 disaster at Chamoli, Indian Himalaya D. Shugar et al. https://doi.org/10.1126/science.abh4455
50. Assessment of the Performance of the Atmospheric Correction Algorithm MAJA for Sentinel-2 Surface Reflectance Estimates J. Colin et al. https://doi.org/10.3390/rs15102665
51. Evaluating Sentinel-1/-2 and MODIS fractional snow cover products for applications in alpine cosmic ray neutron snow monitoring N. Krebs et al. https://doi.org/10.1016/j.rsase.2025.101812
52. Reconstructing Long-Term 500-m Snow-Cover Frequency Over the Third Pole Using a Widening Threshold Constrained Dynamic Time Warping Fusion Approach Y. Li et al. https://doi.org/10.1109/TGRS.2026.3710466
53. Multi-layered snowpack refractive index estimation based on optical path difference compensation L. Harkati https://doi.org/10.1080/01431161.2025.2586473
54. Snow cover analysis using NDSI and SWI indices in Pindari-Kafni Glacier valleys, Kumaon Himalaya P. Chauhan et al. https://doi.org/10.1007/s12518-025-00667-x
55. Review article: using spaceborne lidar for snow depth retrievals: recent findings and utility for hydrologic applications Z. Fair et al. https://doi.org/10.5194/tc-19-5671-2025
56. Deep learning of seasonal peak snow water content of global boreal forest and arctic using spaceborne L-band radiometry D. Kumawat et al. https://doi.org/10.1016/j.rse.2025.114963
57. Spatio-temporal information propagation using sparse observations in hyper-resolution ensemble-based snow data assimilation E. Alonso-González et al. https://doi.org/10.5194/hess-27-4637-2023
58. Snow hydrology in the Moroccan Atlas Mountains L. Hanich et al. https://doi.org/10.1016/j.ejrh.2022.101101
59. Greek mountain snow cover halved in past four decades due to regional warming K. Alexopoulos et al. https://doi.org/10.5194/tc-20-2209-2026
60. A Downscaling Algorithm for Snow Cover Extent Over the Tibetan Plateau Based on a Similar Conditional Probability and Otsu’s Method Y. Shen et al. https://doi.org/10.1109/TGRS.2025.3543433
61. Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization Y. Li et al. https://doi.org/10.1109/JSTARS.2022.3200713
62. Spatiotemporal Variations in Snow/Ice Cover, Climate Responses and Future Trends in the Headwaters of the Keriya River on the Northern Slope of the Kunlun Mountains W. Sun et al. https://doi.org/10.3390/su18115385
63. Spatial Downscaling of MODIS Snow Cover Observations Using Sentinel-2 Snow Products J. Revuelto et al. https://doi.org/10.3390/rs13224513
64. Coexisting Cloud and Snow Detection Based on a Hybrid Features Network Applied to Remote Sensing Images Y. Wang et al. https://doi.org/10.1109/TGRS.2023.3299617
65. Snowmelt duration controls red algal blooms in the snow of the European Alps L. Roussel et al. https://doi.org/10.1073/pnas.2400362121
66. Wet Snow Detection From Satellite SAR Images by Machine Learning With Physical Snowpack Model Labeling M. Gallet et al. https://doi.org/10.1109/JSTARS.2023.3342990
67. Shifting the remote sensing paradigm for monitoring the critical zone using drones T. Houet et al. https://doi.org/10.3897/aca.8.e149204
68. On the distribution and productivity of mountain grasslands in the Gran Paradiso National Park, NW Italy: A remote sensing approach G. Filippa et al. https://doi.org/10.1016/j.jag.2022.102718
69. Applications of Snow-Covered Areas from Unoccupied Aerial Systems (UAS) Visible Imagery: A Demonstration in Southeastern New Hampshire J. Johnston et al. https://doi.org/10.3390/rs17111885
70. A seasonal algorithm of the snow-covered area fraction for mountainous terrain N. Helbig et al. https://doi.org/10.5194/tc-15-4607-2021
71. Towards a conceptualization of the hydrological processes behind changes of young water fraction with elevation: a focus on mountainous alpine catchments A. Gentile et al. https://doi.org/10.5194/hess-27-2301-2023
72. Simulating optical top-of-atmosphere radiance satellite images over snow-covered rugged terrain M. Lamare et al. https://doi.org/10.5194/tc-14-3995-2020
73. Insights into Segmentation Methods Applied to Remote Sensing SAR Images for Wet Snow Detection A. Guiot et al. https://doi.org/10.3390/geosciences13070193
74. Large‐scale and fine‐grained mapping of heathland habitats using open‐source remote sensing data L. Hubert‐Moy et al. https://doi.org/10.1002/rse2.253
75. Comparing the performance of fuzzy operators in the object-based image analysis and support vector machine kernel functions for the snow cover estimation in Alvand Mountain M. Karampour et al. https://doi.org/10.1007/s00704-023-04724-6
76. Comparison of Three Different Random Forest Approaches to Retrieve Daily High-Resolution Snow Cover Maps from MODIS and Sentinel-2 in a Mountain Area, Gran Paradiso National Park (NW Alps) C. Richiardi et al. https://doi.org/10.3390/rs15020343
77. Evaluation of snow extent time series derived from Advanced Very High Resolution Radiometer global area coverage data (1982–2018) in the Hindu Kush Himalayas X. Wu et al. https://doi.org/10.5194/tc-15-4261-2021
78. Snow melt-out date (SMOD) change spanning four decades in European temperate mountains at 30 m from Landsat time series A. Bayle et al. https://doi.org/10.1038/s41597-025-05044-2
79. One-Class Classification of Natural Vegetation Using Remote Sensing: A Review S. Rapinel & L. Hubert-Moy https://doi.org/10.3390/rs13101892
80. Snow Property Inversion From Remote Sensing (SPIReS): A Generalized Multispectral Unmixing Approach With Examples From MODIS and Landsat 8 OLI E. Bair et al. https://doi.org/10.1109/TGRS.2020.3040328
81. Towards a gapless 1 km fractional snow cover via a data fusion framework X. Xiao et al. https://doi.org/10.1016/j.isprsjprs.2024.07.018
82. Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter M. Mazzolini et al. https://doi.org/10.5194/tc-19-3831-2025
83. A web-based system for satellite-based high-resolution global soil moisture maps M. Khazaei et al. https://doi.org/10.1016/j.cageo.2022.105250
84. Estimating Regional Snow Line Elevation Using Public Webcam Images C. Portenier et al. https://doi.org/10.3390/rs14194730
85. Improving Surface Property Retrievals in Boreal Seasonal Snowpacks Through Multiscale Modeling of Subgrid Reflectance S. Singh & A. Barros https://doi.org/10.1109/JSTARS.2026.3667435
86. Chlorophyll-a Estimation in 149 Tropical Semi-Arid Reservoirs Using Remote Sensing Data and Six Machine Learning Methods V. Oliveira Santos et al. https://doi.org/10.3390/rs16111870
87. Mapping daily snow depth with machine learning and airborne lidar across two contrasting snowpacks C. Pan et al. https://doi.org/10.5194/tc-20-3759-2026
88. Dynamic spatiotemporal quantification of avalanches in the Central Tianshan Mountains by integrating air–space–ground collaborative sensing and snow field–terrain filters J. Yang et al. https://doi.org/10.1080/17538947.2024.2432525
89. Seasonal and Ephemeral Snowpacks of the Conterminous United States B. Hatchett https://doi.org/10.3390/hydrology8010032
90. Performance Assessment of Optical Satellite-Based Operational Snow Cover Monitoring Algorithms in Forested Landscapes A. Muhuri et al. https://doi.org/10.1109/JSTARS.2021.3089655
91. Remote Sensing of Environmental Changes in Cold Regions: Methods, Achievements and Challenges J. Du et al. https://doi.org/10.3390/rs11161952
92. A Terrain-Corrected Dynamic NDSI Framework Integrating C-Correction and Adaptive Thresholding for Improved Snow Cover Mapping in the Himalayas D. Aruldhas et al. https://doi.org/10.1007/s12524-026-02522-x
93. Toward Snow Cover Estimation in Mountainous Areas Using Modern Data Assimilation Methods: A Review C. Largeron et al. https://doi.org/10.3389/feart.2020.00325
94. Marginal snowpacks: The basis for a global definition and existing research needs J. López-Moreno et al. https://doi.org/10.1016/j.earscirev.2024.104751
95. An Automated Snow Mapper Powered by Machine Learning H. Wang et al. https://doi.org/10.3390/rs13234826
96. Snowfall decrease in recent years undermines glacier health and meltwater resources in the Northwestern Pamirs A. Jouberton et al. https://doi.org/10.1038/s43247-025-02611-8
97. Assessing Relationships Between Land Cover and Summer Local Climates in the Abisko Region, Northern Sweden R. Carry et al. https://doi.org/10.3390/app16031376
98. Reconstructing Snow Cover under Clouds and Cloud Shadows by Combining Sentinel-2 and Landsat 8 Images in a Mountainous Region Y. Zhang et al. https://doi.org/10.3390/rs16010188
99. Past and future trends in swiss snow cover: multi-decades analysis using the snow observation from space algorithm C. Poussin et al. https://doi.org/10.3389/frsen.2025.1542181
100. The evaluation of the potential of global data products for snow hydrological modelling in ungauged high-alpine catchments M. Weber et al. https://doi.org/10.5194/hess-25-2869-2021
101. On the Evaluation of the SAR-Based Copernicus Snow Products in the French Alps F. Karbou et al. https://doi.org/10.3390/geosciences12110420
102. Monitoring the Seasonal Hydrology of Alpine Wetlands in Response to Snow Cover Dynamics and Summer Climate: A Novel Approach with Sentinel-2 B. Carlson et al. https://doi.org/10.3390/rs12121959
103. Identifying areas of archaeological potential in the Swiss Alps using satellite-derived time-series of snow cover estimates C. Cornut et al. https://doi.org/10.1016/j.rsase.2022.100838
104. A new snow cover mapping algorithm for Chinese geostationary meteorological satellite FY-4A AGRI data L. He et al. https://doi.org/10.1080/17538947.2024.2367086
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106. Trends in the annual snow melt-out day over the French Alps and Pyrenees from 38 years of high-resolution satellite data (1986–2023) Z. Barrou Dumont et al. https://doi.org/10.5194/tc-19-2407-2025
107. Snow Cover Mapping From Chinese Geostationary Meteorological Satellite FY-2F VISSR-II Data Using Random Forest Classifier H. Hu et al. https://doi.org/10.1109/JSTARS.2025.3626728
108. Spectra-phenology integration for high-resolution, accurate, and scalable mapping of foliar functional traits using time-series Sentinel-2 data S. Liu et al. https://doi.org/10.1016/j.rse.2024.114082
109. Identifying the influence of hydroclimatic factors on streamflow: A multi-model data-driven approach K. Islam & J. Gilbert https://doi.org/10.1016/j.jhydrol.2025.132684
110. Quantifying human-induced impacts on forest phenology using multi-source remote sensing data: A case study in the Gudao Oilfield, China H. Yang et al. https://doi.org/10.1016/j.rsase.2026.101879
111. Can streamflow observations constrain snow mass reconstructions? Lessons from two synthetic numerical experiments P. Wiersma et al. https://doi.org/10.5194/hess-30-3331-2026
112. Satellite Microwave Radiometry at L-Band for Monitoring Earth’s Essential Climate Variables: From Fundamental Physics to Sixteen Years of Global Climate Observations and Beyond Y. Zhou et al. https://doi.org/10.1109/MGRS.2026.3665669
113. Snowpack dynamics in the Lebanese mountains from quasi-dynamically downscaled ERA5 reanalysis updated by assimilating remotely sensed fractional snow-covered area E. Alonso-González et al. https://doi.org/10.5194/hess-25-4455-2021
114. Snowfall deposition in mountainous terrain: a statistical downscaling scheme from high-resolution model data on simulated topographies N. Helbig et al. https://doi.org/10.3389/feart.2023.1308269
115. Evaluating satellite retrieved fractional snow-covered area at a high-Arctic site using terrestrial photography K. Aalstad et al. https://doi.org/10.1016/j.rse.2019.111618
116. Automatic water detection from multidimensional hierarchical clustering for Sentinel-2 images and a comparison with Level 2A processors M. Cordeiro et al. https://doi.org/10.1016/j.rse.2020.112209
117. Hyper-resolution ensemble-based snow reanalysis in mountain regions using clustering J. Fiddes et al. https://doi.org/10.5194/hess-23-4717-2019
118. A multiscale accuracy assessment of moisture content predictions using time-lapse electrical resistivity tomography in mine tailings A. Dimech et al. https://doi.org/10.1038/s41598-023-48100-w
119. Semi-Automatic Fractional Snow Cover Monitoring from Near-Surface Remote Sensing in Grassland A. Caparó Bellido & B. Rundquist https://doi.org/10.3390/rs13112045
120. Does meter-scale snow data matter for modeling alpine plant distribution? A comparison of four data sources at two resolutions A. Kollert et al. https://doi.org/10.1016/j.ecolmodel.2025.111366
121. Retrieval of Snow Properties from the Sentinel-3 Ocean and Land Colour Instrument A. Kokhanovsky et al. https://doi.org/10.3390/rs11192280
122. Estimating fractional snow cover from passive microwave brightness temperature data using MODIS snow cover product over North America X. Xiao et al. https://doi.org/10.5194/tc-15-835-2021
123. The Collection of Hyperspectral Measurements on Snow and Ice Covers in Polar Regions (SISpec 2.0) R. Salvatori et al. https://doi.org/10.3390/rs14092213
124. XFuse: Multi-sensor CNN transformer fusion with cross attention and quality aware curriculum learning for high resolution fractional snow cover mapping G. Demil & M. Oussalah https://doi.org/10.1016/j.isprsjprs.2026.05.028
125. Recent Changes in Groundwater and Surface Water in Large Pan-Arctic River Basins H. Lin et al. https://doi.org/10.3390/rs14030607
126. A long-term daily 500 m snow cover extent product over China (1981–2000) Y. Shen et al. https://doi.org/10.1080/20964471.2026.2648197
127. Monitoring Wet Snow Over an Alpine Region Using Sentinel-1 Observations F. Karbou et al. https://doi.org/10.3390/rs13030381
128. Enhancing snow depth estimation with snow cover geometrical descriptors L. Ferrarin et al. https://doi.org/10.3389/feart.2025.1672558
129. Processing of VENµS Images of High Mountains: A Case Study for Cryospheric and Hydro-Climatic Applications in the Everest Region (Nepal) Z. Bessin et al. https://doi.org/10.3390/rs14051098
130. Delineating the mountain snow zone: a snow cover frequency framework for characterizing seasonal snow dynamics from sentinel-2 and landsat-8 G. Wu et al. https://doi.org/10.1080/15481603.2026.2686462
131. Performance Assessment of Four Data-Driven Machine Learning Models: A Case to Generate Sentinel-2 Albedo at 10 Meters H. Chen et al. https://doi.org/10.3390/rs15102684
132. Pan-European meteorological and snow indicators of climate change impact on ski tourism S. Morin et al. https://doi.org/10.1016/j.cliser.2021.100215
133. Recent Patterns and Trends of Snow Cover (2000–2023) in the Cantabrian Mountains (Spain) from Satellite Imagery Using Google Earth Engine A. Melón-Nava https://doi.org/10.3390/rs16193592
134. Local environmental context drives heterogeneity of early succession dynamics in alpine glacier forefields A. Bayle et al. https://doi.org/10.5194/bg-20-1649-2023
135. A Revised Snow Cover Algorithm to Improve Discrimination between Snow and Clouds: A Case Study in Gran Paradiso National Park C. Richiardi et al. https://doi.org/10.3390/rs13101957
136. Cryosphere–groundwater connectivity is a missing link in the mountain water cycle M. van Tiel et al. https://doi.org/10.1038/s44221-024-00277-8
137. The Multiple Snow Data Assimilation System (MuSA v1.0) E. Alonso-González et al. https://doi.org/10.5194/gmd-15-9127-2022
138. An Improved Spatiotemporal Fusion Algorithm for Monitoring Daily Snow Cover Changes With High Spatial Resolution Y. Wang et al. https://doi.org/10.1109/TGRS.2022.3224126
139. A stochastic cellular automaton model to describe the evolution of the snow-covered area across a high-elevation mountain catchment K. Painter et al. https://doi.org/10.1016/j.scitotenv.2022.159195
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141. A combined data assimilation and deep learning approach for continuous spatio-temporal SWE reconstruction from sparse ground tracks M. Guidicelli et al. https://doi.org/10.1016/j.hydroa.2024.100190
142. Fractional snow-covered area: scale-independent peak of winter parameterization N. Helbig et al. https://doi.org/10.5194/tc-15-615-2021
143. Downscaling MODIS NDSI to Sentinel-2 fractional snow cover by random forest regression A. Kollert et al. https://doi.org/10.1080/2150704X.2024.2327084
144. Dynamical System Approach for Wet Snow Retrieval in Mountains Using Sentinel-1 SAR Images G. James et al. https://doi.org/10.1109/TGRS.2024.3431191
145. Snowline Altitude Estimation in Sentinel-1 Satellite Images Using an Extended Chan–Vese Method: Proof of Concept and Prototype of Fusion With Optical Data K. Kilias et al. https://doi.org/10.1109/TGRS.2025.3603340
146. Evaluation of snow depth retrievals from ICESat-2 using airborne laser-scanning data C. Deschamps-Berger et al. https://doi.org/10.5194/tc-17-2779-2023
147. Enhancing simulations of snowpack properties in land surface models with the Soil, Vegetation and Snow scheme v2.0 (SVS2) V. Vionnet et al. https://doi.org/10.5194/gmd-18-9119-2025
148. Pasture areas in the Gran Paradiso National Park L. Stendardi et al. https://doi.org/10.1080/17445647.2022.2120835
149. Assessing debris-covered glaciers using geospatial techniques in the Hindu Kush Region, Pakistan S. Mahmood et al. https://doi.org/10.1016/j.coldregions.2025.104700
150. MODIS Does Not Capture the Spatial Heterogeneity of Snow Cover Induced by Solar Radiation H. Bouamri et al. https://doi.org/10.3389/feart.2021.640250
151. Understanding the flash flood event of 7th February 2021 in Rishi Ganga basin, Central Himalaya using remote sensing technique R. Singh et al. https://doi.org/10.1016/j.rsase.2022.100744
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