C031
Quantifying Spatial and Temporal Variability of Snow and Snow Processes

Session ID#: 81745

Session Description:
Snow properties in seasonal and perennial snow environments vary over many orders of spatial and temporal magnitude and at a wide range of scales.  Large variations in bulk properties, such as snow depth, snow water equivalent, and impurity content can occur over distances less than 100 meters and time scales of minutes to hours, complicating measurement and modeling efforts.  Topography and vegetation combine with variability in precipitation, wind, and melt to create a complex distribution of snow properties across the landscape and through time.  This session will focus on studies which quantify spatial and temporal variations in snow and snow-related processes at medium to large scales for a wide range of problems, including snow hydrology, snow avalanches, and remote sensing or modeling efforts.
Index Terms:

0736 Snow [CRYOSPHERE]
0740 Snowmelt [CRYOSPHERE]
0758 Remote sensing [CRYOSPHERE]
1863 Snow and ice [HYDROLOGY]


Primary Convener:  Jeffrey S Deems, National Snow and Ice Data Center, Boulder, CO, United States
Conveners:  Hans-Peter Marshall, Boise State University, Department of Geosciences, Boise, ID, United States and Ernesto Trujillo, USDA-ARS, Northwest Watershed Research Center, Boise, ID, United States
Primary Liaison:  Jeffrey S Deems, University of Colorado, Boulder, CO, United States
 
Within-Stand Boundary Effects of Snow Water Equivalent Distribution in Forested Areas (486165)
Ryan Webb, University of New Mexico Main Campus, Albuquerque, NM, United States, Mark Raleigh, University of Colorado at Boulder, Boulder, CO, United States, Daniel McGrath, University of Colorado, Boulder, CO, United States, Noah P Molotch, University of Colorado at Boulder, Geography / INSTAAR, Boulder, CO, United States, Kelly Elder, USDA Forest Service, Fort Collins, CO, United States, Christopher A Hiemstra, US Army Corps of Engineers Washington DC, Washington, DC, United States, Ludovic Brucker, NASA GSFC / GESTAR USRA, Cryospheric Sciences Lab., Greenbelt, MD, United States and Hans-Peter Marshall, Boise State University, Department of Geosciences, Boise, ID, United States
 
Climate Variability of Lake-Effect Snowfall and Its Teleconnection Patterns in the Lower Peninsula of Michigan, USA (488076)
Lei Meng, Western Michigan University, Kalamazoo, MI, United States
 
Snow depth variability and storm events of high mountain central Chile (492496)
Thomas Edward Shaw, University of Chile, Santiago, Chile, Pablo A. Mendoza, University of Colorado at Boulder, Boulder, CO, United States, Christian Oberli, Pontifical Catholic University of Chile, Santiago, Chile and James McPhee, University of Chile, Departamento de Geología, Santiago, Chile
 
The Disproportionate Effect of Uniform Warming on Mountain Snowpack (492967)
Amato T Evan, Scripps Institution of Oceanography, La Jolla, CA, United States and Ian Eisenman, University of California San Diego, Scripps Institution of Oceanography, La Jolla, CA, United States
 
Temporal and spatial variability of snow depth in the Japanese Alps (500598)
Keisuke Suzuki, Shinshu University, Matsumoto, Japan
 
Reconstruction of the Eurasian Spring Snow Cover Extent, AD 1700-2010 (511115)
Changyuan Nie, Institute of Geographic Sciences and Natural Resources Research, CAS, Key Laboratory of Land Surface Pattern and Simulation, Beijing, China, Shao Xuemei, Ins. of Geography, CAS, Beijing, China and Zhi-Yong Yin, Key Lab of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China
 
A Functional Data Analysis Approach to Exploring the Variation in the Annual Progression of Snow Accumulation and Melt in the Sierra Nevada (513054)
Eduardo Montoya, California State University Bakersfield, Mathematics, Bakersfield, CA, United States, Wendy Meiring, University of California Santa Barbara, Department of Statistics and Applied Probability, Santa Barbara, CA, United States and Jeff Dozier, University of California, Mammoth Lakes, CA, United States
 
Comparison of surface energy balance of seasonal snow cover for three sites in Japanese alpine region (516183)
Motoshi Nishimura1, Akihiko Sasaki2 and Keisuke Suzuki1, (1)Shinshu University, Matsumoto, Japan, (2)Kokushikan University, Setagaya, Tokyo, Japan
 
Observing Snow from the Sky: Spatial and Temporal Variations of Tundra Snow Depth, Covered Area and Snow-Water Equivalent using Unmanned Aerial Systems (UAS) (520260)
B. Walker1, Evan Wilcox1, Barun Majumder1, Philip Marsh1 and Arctic Hydrology Research Group , (1)Wilfrid Laurier University, Cold Regions Research Centre, Waterloo, ON, Canada
 
Quantifying spatial-scale-dependency on drought-relevant seasonal snowpack simulation in the United States (520365)
Cenlin He1, Michael Barlage1 and Fei Chen2, (1)National Center for Atmospheric Research, Boulder, CO, United States, (2)NCAR/RAL, Boulder, CO, United States
 
Forest cover controls variability in snow albedo and the snowpack energy balance in a mountain watershed (533263)
Alexander Greenwald1, Anne W. Nolin2, Keith Steven Jennings3, Stephen A. Drake3 and Monica M Arienzo4, (1)University of Nevada Reno, Reno, NV, United States, (2)University of Nevada Reno, Reno, OR, United States, (3)University of Nevada, Reno, Reno, NV, United States, (4)RSMAS, Miami, FL, United States
 
Regional-Scale Controls on Snow Accumulation in the Sierra Nevada, USA (549474)
Kayden Haleakala, University of California Los Angeles, Los Angeles, CA, United States, Mekonnen Gebremichael, University of California, Los Angeles, CA, United States, Jeff Dozier, University of California, Mammoth Lakes, CA, United States and Dennis P Lettenmaier, UCLA, Department of Geography, Los Angeles, CA, United States
 
Mountain Precipitation Patterns in Mixed Rain-Snow Areas from a Distributed Wireless-Sensor Network and a Random Forest Model (550263)
Guotao Cui1, Roger C Bales1, Martha H Conklin1, Robert Rice1, Francesco Avanzi2, Peter C Hartsough3 and Weichao Guo1, (1)University of California Merced, Merced, CA, United States, (2)University of California Berkeley, Berkeley, CA, United States, (3)University of California Davis, Davis, CA, United States
 
Fine-Scale Spatial Variability in Seasonal Snowpack Trends (553728)
Graham A Sexstone1, Colin A Penn1, Glen E Liston2, Kelly Gleason3, David Moeser4 and David W Clow1, (1)USGS Colorado Water Science Center Denver, Denver, CO, United States, (2)Colorado State University, Cooperative Institute for Research in the Atmosphere (CIRA), Fort Collins, CO, United States, (3)Portland State University, Portland, OR, United States, (4)USGS New Mexico Water Science Center, Albuquerque, United States
 
An observationally-based spatial SWE model for the western United States and Alaska (559784)
Aaron Heldmyer, University of Colorado at Boulder, Department of Civil, Environmental and Architectural Engineering, Boulder, CO, United States, Ben Livneh, Cooperative Institute for Research in Environmental Sciences, Boulder, CO, United States, William Hastings Farmer, USGS Office of Surface Water, Rolla, MO, United States, Jessica M Driscoll, U.S. Geological Survey, Denver, CO, United States and Noah P Molotch, University of Colorado at Boulder, Geography / INSTAAR, Boulder, CO, United States
 
Validation of the combined active and passive microwave snow retrieval algorithm by using NASA SnowEx 2017 and ESA NoSREx 2009-12 (563293)
Do-Hyuk DK Kang, University of Maryland College Park, College Park, MD, United States, Jiyue Zhu, University of Michigan Ann Arbor, Ann Arbor, MI, United States, Edward J Kim, NASA Goddard Space Flight Center, Greenbelt, MD, United States and Leung Tsang, University of Washington, Seattle, WA, United States
 
Modeling seasonal snow hydrology using vertical air temperature profiles from reanalysis (579250)
Abdul Moiz1, Zhongwang Wei2, Ralph Allen E. Acierto3, Asif Naseer4, Akiyuki Kawasaki5 and Toshio Koike3, (1)University of Tokyo, Bunkyo-ku, Japan, (2)ETH Swiss Federal Institute of Technology Zurich, Zurich, Switzerland, (3)International Centre for Water Hazard and Risk Management, Public Works Research Institute, Tsukuba, Japan, (4)Water And Power Development Authority, Lahore, Pakistan, (5)University of Tokyo, Tokyo, Japan
 
Spatial Snow Water Equivalent (SWE) Modelling Approaches at Rheraya Watershed Scale in the Moroccan High Atlas Mountains (582583)
Hafsa Bouamri, University sultan Moulay Slimane, Beni Mellal, Morocco, Christophe Kinnard, University of Quebec at Trois-Rivieres UQTR, Environmental Sciences, Trois-Rivières, QC, Canada, Abdelghani Boudhar, Université Sultan Moulay Slimane, Béni-Mellal, Morocco and GLACIOLAB & GEVARET
 
Role of Changing Intra-Synoptic Weather Type Characteristics and Interannual Frequencies on Trends in Lake-effect Snowfall (583369)
Zachary J. Suriano, University of Nebraska at Omaha, Omaha, NE, United States
 
China’s National Snow Survey: Methodology, Data and Implications (586773)
Liyun Dai1, Tao Che1, Jian Wang1 and Zhen Li2, (1)Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China, (2)Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China
 
An analysis of how observed snow depths and simulated compaction rates can be used to infer solidprecipitation rates and enhance physics-based snow models. (587931)
Adam H Winstral, WSL Institute for Snow and Avalanche Research SLF, Davos Dorf, Switzerland, Jan Magnusson, Unaffiliated, Oslo, Norway and Tobias Jonas, SLF / WSL, Davos Dorf, Switzerland
 
Non-linear Bio-geophysical Relations Revealed in Neural Network Training for Fractional Snow Cover Estimation using Remotely Sensed Datasets (590084)
Elzbieta Halina Czyzowska-Wisniewski, University of Arizona, Tucson, AZ, United States and Gatebe Charles, NASA Goddard Space Flight Center, Greenbelt, MD, United States
 
An Analysis of Variation of Extreme Snowfall over South Korea by the Distribution of Climate Factors in East Asia (590329)
Young Hye Bae1, Myungjin Lee2, Junhyeong Lee2, Soojun Kim2 and Hung Soo Kim1, (1)Inha University, Incheon, Korea, Republic of (South), (2)Inha University, Incheon, South Korea
 
Evaluation and Blending of AMSR2 and ATMS Snow Water Equivalent Retrievals over the Conterminous United States (592564)
Yanjun Gan1, Yu Zhang1, Cezar Kongoli2 and Christopher Grassotti2, (1)University of Texas at Arlington, Department of Civil Engineering, Arlington, TX, United States, (2)University of Maryland, College Park, Earth System Science Interdisciplinary Center, College Park, MD, United States
 
Dry snow compaction: theory and French-press experiments (593506)
Kaitlin Keegan, University of Nevada Reno, Reno, NV, United States, Colin R. Meyer, Dartmouth College, Hanover, United States, Ian Baker, Dartmouth College, Hanover, NH, United States and Robert L Hawley, Dartmouth College; IASC Cryosphere WG Member, Hanover, NH, United States
 
Understanding snow patterns for improved earth system modeling in the Arctic (597447)
Katrina Bennett1, Min Chen1, Emma Lathrop1, Julian B Dann2, Robert Busey3 and Cathy Jean Wilson1, (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)Los Alamos National Laboratory, Space Science and Applications, Los Alamos, NM, United States, (3)Univ Alaska, Fairbanks, AK, United States
 
Examination and Implication of Historical Snowfall Trend in Central North America under Recent Climate Change (598934)
Jiyang Zhang1, Haochi Zheng2, Xiaodong Zhang3 and Jeff A Vanlooy1, (1)University of North Dakota, Grand Forks, ND, United States, (2)University of North Dakota, Earth System Science and Policy, Grand Forks, ND, United States, (3)University of North Dakota, Department of Earth System Science & Policy, Grand Forks, United States
 
Spatiotemporal Variations in Liquid Water Content in a Continental Seasonal Snowpack Measured by Ground-penetrating Radar (608431)
Randall Bonnell, Colorado State University, Geosciences, Fort Collins, United States, Daniel McGrath, Colorado State University, Geosciences Department, Fort Collins, CO, United States, Hans-Peter Marshall, Boise State University, Department of Geosciences, Boise, ID, United States and Ryan Webb, University of New Mexico Main Campus, Albuquerque, NM, United States
 
Remote Snow Strength Detection Using Multi-frequency/Multi-polarization Radar (608659)
Elias J Deeb1, Hans-Peter Marshall2, Zoe Courville1, Jim Lever3, Richard R Forster4 and Sally A Shoop5, (1)CRREL, Hanover, NH, United States, (2)Boise State University, Department of Geosciences, Boise, ID, United States, (3)USACE-ERDC CRREL, Vicksburg, MS, United States, (4)Department of Geography, University of Utah, Salt Lake City, UT, United States, (5)Cold Regions Research Eng Lab, Hanover, NH, United States
 
Evaluating the Aggregate-Scale Thermal Conductivity of Arctic Sea Ice Snowcover (613167)
Chris Polashenski1, Nicholas Wright2, Glen E Liston3 and Cameron Planck2, (1)USACE-CRREL, Ft. Wainwright, AK, United States, (2)Dartmouth College, Hanover, NH, United States, (3)Colorado State University, Cooperative Institute for Research in the Atmosphere (CIRA), Fort Collins, CO, United States
 
Developing a Lake Effect Snow Climatology for the Southern Lake Erie Snowbelt (633447)
Dallas J. McKinney, Western Kentucky University, Bowling Green, KY, United States
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