Combining ground-based and remotely sensed snow data in a linear regression model for real-time estimation of snow water equivalent

Inferring Distributed Snow Depth by Leveraging Snow Pattern Repeatability: Investigation Using 47 Lidar Observations in the Tuolumne Watershed, Sierra Nevada, California

(2020) J. M. Pflug et al.   WATER RESOURCES RESEARCH

Dust dominates high-altitude snow darkening and melt over high-mountain Asia

(2020) Chandan Sarangi et al.   Nature Climate Change

A high-resolution data assimilation framework for snow water equivalent estimation across the Western United States and validation with the Airborne Snow Observatory

(2019) Catalina M. Oaida et al.   JOURNAL OF HYDROMETEOROLOGY

An Examination of Snow Albedo Estimates From MODIS and Their Impact on Snow Water Equivalent Reconstruction

(2019) Edward H. Bair et al.   WATER RESOURCES RESEARCH

Canopy Adjustment and Improved Cloud Detection for Remotely Sensed Snow Cover Mapping

(2019) Karl Rittger et al.   WATER RESOURCES RESEARCH

Characterizing biases in mountain snow accumulation from global datasets

(2019) Melissa L. Wrzesien et al.   WATER RESOURCES RESEARCH

Spatial snow water equivalent estimation for mountainous areas using wireless-sensor networks and remote-sensing products

(2018) Zeshi Zheng et al.   REMOTE SENSING OF ENVIRONMENT

How much runoff originates as snow in the western United States, and how will that change in the future?

(2017) Dongyue Li et al.   GEOPHYSICAL RESEARCH LETTERS

New Snow Water Equivalent Processing System With Improved Resolution Over Europe and its Applications in Hydrology

(2017) Matias Takala et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spatial estimates of snow water equivalent from reconstruction

(2016) Karl Rittger et al.   ADVANCES IN WATER RESOURCES

A Landsat-Era Sierra Nevada Snow Reanalysis (1985–2015)

(2016) Steven A. Margulis et al.   JOURNAL OF HYDROMETEOROLOGY

High-resolution mapping of global surface water and its long-term changes

(2016) Jean-François Pekel et al.   NATURE

The Airborne Snow Observatory: Fusion of scanning lidar, imaging spectrometer, and physically-based modeling for mapping snow water equivalent and snow albedo

(2016) Thomas H. Painter et al.   REMOTE SENSING OF ENVIRONMENT

Validating reconstruction of snow water equivalent in California's Sierra Nevada using measurements from the NASAAirborne Snow Observatory

(2016) Edward H. Bair et al.   WATER RESOURCES RESEARCH

Real-time estimation of snow water equivalent in the Upper Colorado River Basin using MODIS-based SWE Reconstructions and SNOTEL data

(2016) Dominik Schneider et al.   WATER RESOURCES RESEARCH

An evaluation of high-resolution regional climate model simulations of snow cover and albedo over the Rocky Mountains, with implications for the simulated snow-albedo feedback

(2016) Justin R. Minder et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Trends in atmospheric patterns conducive to seasonal precipitation and temperature extremes in California

(2016) D. L. Swain et al.   Science Advances

Estimating the spatial distribution of snow water equivalent in the world's mountains

(2016) Jeff Dozier et al.   Wiley Interdisciplinary Reviews-Water

High-Elevation Precipitation Patterns: Using Snow Measurements to Assess Daily Gridded Datasets across the Sierra Nevada, California*

(2015) Jessica D. Lundquist et al.   JOURNAL OF HYDROMETEOROLOGY

A Particle Batch Smoother Approach to Snow Water Equivalent Estimation

(2015) Steven A. Margulis et al.   JOURNAL OF HYDROMETEOROLOGY

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

(2015) Noah Simon et al.   Journal of Statistical Software

Evaluation of snow cover fraction for regional climate simulations in the Sierra Nevada

(2014) Melissa L. Wrzesien et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Examining spatial and temporal variability in snow water equivalent using a 27 year reanalysis: Kern River watershed, Sierra Nevada

(2014) Manuela Girotto et al.   WATER RESOURCES RESEARCH

Effects of changes in winter snowpacks on summer low flows: case studies in the Sierra Nevada, California, USA

(2013) S. E. Godsey et al.   HYDROLOGICAL PROCESSES

The effect of spatial variability on the sensitivity of passive microwave measurements to snow water equivalent

(2013) Benjamin J. Vander Jagt et al.   REMOTE SENSING OF ENVIRONMENT

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

Snow water equivalent in the Sierra Nevada: Blending snow sensor observations with snowmelt model simulations

(2013) Bin Guan et al.   WATER RESOURCES RESEARCH

Assessment of methods for mapping snow cover from MODIS

(2012) Karl Rittger et al.   ADVANCES IN WATER RESOURCES

Subgrid variability of snow water equivalent at operational snow stations in the western USA

(2012) Leah Meromy et al.   HYDROLOGICAL PROCESSES

Evaluation of SNODAS snow depth and snow water equivalent estimates for the Colorado Rocky Mountains, USA

(2012) David W. Clow et al.   HYDROLOGICAL PROCESSES

Elevation-dependent influence of snow accumulation on forest greening

(2012) Ernesto Trujillo et al.   Nature Geoscience

High-Resolution Coupled Climate Runoff Simulations of Seasonal Snowfall over Colorado: A Process Study of Current and Warmer Climate

(2011) Roy Rasmussen et al.   JOURNAL OF CLIMATE

Strong rules for discarding predictors in lasso-type problems

(2011) Robert Tibshirani et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Representing spatial variability of snow water equivalent in hydrologic and land-surface models: A review

(2011) Martyn P. Clark et al.   WATER RESOURCES RESEARCH

Comparing and combining SWE estimates from the SNOW-17 model using PRISM and SWE reconstruction

(2011) Mark S. Raleigh et al.   WATER RESOURCES RESEARCH

Estimating Snow Water Equivalent Using Snow Depth Data and Climate Classes

(2010) Matthew Sturm et al.   JOURNAL OF HYDROMETEOROLOGY

Reconstructing snow water equivalent in the Rio Grande headwaters using remotely sensed snow cover data and a spatially distributed snowmelt model

(2009) Noah P. Molotch   HYDROLOGICAL PROCESSES

Retrieval of subpixel snow covered area, grain size, and albedo from MODIS

(2009) Thomas H. Painter et al.   REMOTE SENSING OF ENVIRONMENT

Time–space continuity of daily maps of fractional snow cover and albedo from MODIS

(2008) Jeff Dozier et al.   ADVANCES IN WATER RESOURCES

Operational snow modeling: Addressing the challenges of an energy balance model for National Weather Service forecasts

(2008) Kristie J. Franz et al.   JOURNAL OF HYDROLOGY

Interannual Consistency in Fractal Snow Depth Patterns at Two Colorado Mountain Sites

(2008) Jeffrey S. Deems et al.   JOURNAL OF HYDROMETEOROLOGY