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J. Michelle Hu
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Converting snow depth to snow water equivalent using climatological variables
DF Hill, EA Burakowski, RL Crumley, J Keon, JM Hu, AA Arendt, ...
The Cryosphere 13 (7), 1767-1784, 2019
532019
Widespread warming trends in storm temperatures and snowpack fate across the Western United States
JM Hu, AW Nolin
Environmental Research Letters 15 (3), 034059, 2020
122020
Snowpack contributions and temperature characterization of landfalling atmospheric rivers in the Western Cordillera of the United States
JM Hu, AW Nolin
Geophysical Research Letters 46 (12), 6663-6672, 2019
82019
Improving mountain snow and land cover mapping using very-high-resolution (VHR) optical satellite images and random forest machine learning models
JM Hu, D Shean
Remote Sensing 14 (17), 4227, 2022
62022
Stereo2SWE: Snow depth time series from very-high-resolution stereo satellite imagery
DE Shean, S Bhushan, JM Hu, O Alexandrov, ST Henderson, ...
AGU Fall Meeting Abstracts 2019, C42B-02, 2019
12019
Six Consecutive Seasons of High‐Resolution Mountain Snow Depth Maps From Satellite Stereo Imagery
JM Hu, D Shean, S Bhushan
Geophysical Research Letters 50 (24), e2023GL104871, 2023
2023
Scalable satellite data processing methods to understand mountain cryosphere change
DE Shean, S Bhushan, G Guillet, JM Hu, E Gagliano, H Besso, ...
AGU23, 2023
2023
Improved satellite stereo processing, pointing knowledge refinement, and stereo-lidar fusion for STV
DE Shean, O Alexandrov, S Bhushan, JM Hu, B Purinton, BE Smith, ...
AGU23, 2023
2023
Satellite Stereo Snow Depth Retrievals over Complex Terrain
JM Hu, D Shean, S Bhushan
Authorea Preprints, 2022
2022
High resolution estimates of surface mass loss over debris-covered glaciers in High-Mountain Asia from VHR stereo satellite imagery
S Bhushan, DE Shean, D Rounce, JM Hu
AGU Fall Meeting Abstracts 2022, C53B-01, 2022
2022
Comparison of snow-covered area derived from PlanetScope CubeSat, Harmonized Landsat Sentinel-2, and MODIS imagery in forested mountain regions
K Yang, A John, DE Shean, JM Hu, JD Lundquist, Z Sun, NC Cristea
AGU Fall Meeting Abstracts 2022, IN45B-0354, 2022
2022
Very-high-resolution satellite stereo processing improvements offer more accurate snow depth maps and SWE estimates
J Hu, D Shean, S Bhushan
AGU Fall Meeting Abstracts 2021, C11B-08, 2021
2021
Using repeat, high resolution satellite imagery to constrain surface melting and seasonal glacier dynamics in High Mountain Asia
S Bhushan, D Shean, S Henderson, J Hu
AGU Fall Meeting Abstracts 2021, C34C-12, 2021
2021
Which bands should I use for mapping snow over complex mountain terrain? Data selection using machine learning models and VHR satellite imagery
JM Hu, DE Shean
AGU Fall Meeting Abstracts 2020, C007-05, 2020
2020
Stereo2SWE: Snow depth and snow-covered area from commercial stereo satellite imagery
DE Shean, JM Hu, S Bhushan, O Alexandrov, CA Hiemstra, ...
AGU Fall Meeting Abstracts 2020, C005-0017, 2020
2020
Machine Learning Classification and Derived Snow Metrics from High-Resolution Multispectral Satellite Imagery in Complex Terrain
JM Hu, DE Shean
AGU Fall Meeting Abstracts 2019, C33E-1619, 2019
2019
Changing Storms and Snowpack Fate in the Western United States
JYM Hu
2018
Daily Snowpack Fate Data Supporting New Metrics for Snow in a Warming Climate: Indicators for the National Climate Assessment
JM Hu
2018
Warming Snowfall Temperatures in the Western United States
JYM Hu, AW Nolin
AGU Fall Meeting Abstracts 2017, C31C-04, 2017
2017
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Articles 1–19