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Multiscale Model to Model Cloud Compare method

Subcategory: remote sensing integration
Standard reference: Lague et al., 2013
Papers: 11 | Mentions: 46

Local Knowledge Graph (41 entities)

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Description

Integration of ground-based GPR, manual measurements, and airborne sensors for comprehensive snow property mapping. Combines high-precision point measurements with spatially extensive remote sensing data.

Typical Equipment

  • ground-penetrating radar systems
  • snow probes
  • density measurement tools
  • airborne lidar systems
  • airborne radar systems

Output Measurements

  • snow depth
  • snow density
  • snow water equivalent
  • spatial snow distribution

Papers Using This Protocol (11)

student_paper

Using time-lapse imagery to determine snow heterogeneity

2025introducing
article

Riming-dependent snowfall rate and ice water content retrievals for W-band cloud radar

2025Atmospheric Measurement Techniquesintroducing
article

Cold-season precipitation sensitivity to microphysical parameterizations: hydrologic evaluations leveraging snow lidar datasets

2024Journal of Hydrometeorologyusing
article

Spatially distributed snow depth, bulk density, and snow water equivalent from ground-based and airborne sensor integration at Grand Mesa, Colorado, USA

2024The Cryosphereusing
article

Dwindling Groundwater Reserves Will Threaten Mountain Streamflow in a Warmer World

2023Research Squareusing
article

Supporting advancement in weather and water prediction in the upper Colorado River Basin: The SPLASH campaign

2023Bulletin of the American Meteorological Societyusing
article

Modeling Spatial Distribution of Snow Water Equivalent by Combining Meteorological and Satellite Data with Lidar Maps

2022Artificial Intelligence for the Earth Systemsusing
article

Downscaled hyper-resolution (400 m) gridded datasets of daily precipitation and temperature (2008-2019) for East Taylor subbasin (western United States)

2022Earth System Science Data Discussionsusing
article

The effects of spatial and temporal resolution of gridded meteorological forcing on watershed hydrological responses

2022Hydrology and Earth System Sciencesusing
article

Efficiency of the Summer Monsoon in Generating Streamflow Within a Snow-Dominated Headwater Basin of the Colorado River

2020Geophysical Research Letters. DOI 10.1029/2020GL090856using
article

The importance of interflow to groundwater recharge in a snowmelt-dominated headwater basin

2019Geophysical Researchusing