selected publications
-
conference proceeding
- NASA SNOWEX'17 IN SITU MEASUREMENTS AND GROUND-BASED REMOTE SENSING. 6266-6268. 2018
- A FIRST OVERVIEW OF SNOWEX GROUND-BASED REMOTE SENSING ACTIVITIES DURING THE WINTER 2016-2017. 1391-1394. 2017
- Seeing the Snow Through the Trees: Toward a Validated Canopy Adjustment for Satellite Snow-Covered Area. Geophysical Monograph. 199-213. 2012
-
journal article
-
A Spatially‐Distributed Machine Learning Approach for Fractional Snow Covered Area Estimation.
Water Resources Research.
2024
-
Pursuit and escape drive fine-scale movement variation during migration in a temperate alpine ungulate..
Scientific Reports.
15068.
2024
-
Leveraging Next-Generation Satellite Remote Sensing-Based Snow Data to Improve Seasonal Water Supply Predictions in a Practical Machine Learning-Driven River Forecast System.
Water Resources Research.
2024
-
How do tradeoffs in satellite spatial and temporal resolution impact snowwater equivalent reconstruction?.
The Cryosphere.
2629-2643.
2023
-
Midwinter Dry Spells Amplify Post-Fire Snowpack Decline.
Geophysical Research Letters.
2023
-
Evaluation of E3SM land model snow simulations over the western United States.
The Cryosphere.
673-697.
2023
-
Landsat, MODIS, and VIIRS snow cover mapping algorithm performance asvalidated by airborne lidar datasets.
The Cryosphere.
567-590.
2023
-
Improving snow albedo modeling in the E3SM land model (version 2.0) and assessing its impacts on snow and surface fluxes over the Tibetan Plateau.
Geoscientific Model Development.
75-94.
2023
-
Snow Albedo Feedbacks Enhance Snow Impurity-Induced Radiative Forcing in the Sierra Nevada.
Geophysical Research Letters.
2022
-
Divergence of apparent and intrinsic snow albedo over a season at a sub-alpine site with implications for remote sensing.
The Cryosphere.
1765-1778.
2022
-
Combining ground-based and remotely sensed snow data in a linear regression model for real-time estimation of snow water equivalent.
Advances in Water Resources.
2022
-
Grand Challenges of Hydrologic Modeling for Food-Energy-Water Nexus Security in High Mountain Asia.
Frontiers in Water.
2021
-
Multi-sensor fusion using random forests for daily fractional snow cover at 30 m.
Remote Sensing of Environment: an interdisciplinary journal.
2021
-
Trends in Snow Cover Duration Across River Basins in High Mountain Asia From Daily Gap-Filled MODIS Fractional Snow Covered Area.
Frontiers in Earth Science.
2021
-
COVID-19 lockdowns show reduced pollution on snow and ice in the Indus River Basin.
Proceedings of the National Academy of Sciences of USA.
2021
-
Dust dominates high-altitude snow darkening and melt over high-mountain Asia.
Nature Climate Change.
1045-+.
2020
-
Biofuel Burning Influences Refractory Black Carbon Concentrations in Seasonal Snow at Lower Elevations of the Dudh Koshi River Basin of Nepal.
Frontiers in Earth Science.
2020
-
Canopy Adjustment and Improved Cloud Detection for Remotely Sensed Snow Cover Mapping.
Water Resources Research.
2020
-
How Important Is Meltwater to the Chamkhar Chhu Headwaters of the Brahmaputra River?.
Frontiers in Earth Science.
2020
-
Comparison of modeled snow properties in Afghanistan, Pakistan, and Tajikistan.
The Cryosphere.
331-347.
2020
-
An Automated Approach for Estimating Snowline Altitudes in the Karakoram and Eastern Himalaya From Remote Sensing.
Frontiers in Earth Science.
2019
-
An Examination of Snow Albedo Estimates From MODIS and Their Impact on Snow Water Equivalent Reconstruction.
Water Resources Research.
7826-7842.
2019
-
Runoff from glacier ice and seasonal snow in High Asia: separating melt water sources in river flow.
Regional Environmental Change.
1249-1261.
2019
-
Impact of light-absorbing particles on snow albedo darkening and associated radiative forcing over high-mountain Asia: high-resolution WRF-Chem modeling and new satellite observations.
Atmospheric Chemistry and Physics.
7105-7128.
2019
-
Using machine learning for real-time estimates of snow water equivalent in the watersheds of Afghanistan.
The Cryosphere.
1579-1594.
2018
-
Clarifying regional hydrologic controls of the Maranon River, Peru through rapid assessment to inform system-wide basin planning approaches.
Elementa: Science of the Anthropocene.
2018
-
Validating reconstruction of snow water equivalent in California's Sierra Nevada using measurements from the NASA Airborne Snow Observatory.
Water Resources Research.
8437-8460.
2016
-
Spatial estimates of snow water equivalent from reconstruction.
Advances in Water Resources.
345-363.
2016
-
Case study of spatial and temporal variability of snow cover, grain size, albedo and radiative forcing in the Sierra Nevada and Rocky Mountain snowpack derived from imaging spectroscopy.
The Cryosphere.
1229-1244.
2016
-
Imaging spectroscopy of albedo and radiative forcing by light-absorbing impurities in mountain snow.
Journal of Geophysical Research: Atmospheres.
9511-9523.
2013
-
Assessment of methods for mapping snow cover from MODIS.
Advances in Water Resources.
367-380.
2013
-
Ground-based testing of MODIS fractional snow cover in subalpine meadows and forests of the Sierra Nevada.
Remote Sensing of Environment: an interdisciplinary journal.
44-57.
2013
-
Interannual variability of snowmelt in the Sierra Nevada and Rocky Mountains, United States: Examples from two alpine watersheds.
Water Resources Research.
2012
-
A Spatially‐Distributed Machine Learning Approach for Fractional Snow Covered Area Estimation.
Water Resources Research.
2024